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    <title>The CAIO (The Chief AI Officer)</title>
    <description>The 7-Minute Weekly AI Strategy Meeting for Business Owners Who Want to Grow their business with AI - Delivered FREE to your inbox every Thursday at 6:13 am EST.</description>
    
    <link>https://newsletter.edkrystosik.com/</link>
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    <lastBuildDate>Sun, 5 Jul 2026 04:53:58 +0000</lastBuildDate>
    <pubDate>Thu, 12 Jun 2025 14:37:03 +0000</pubDate>
    <atom:published>2025-06-12T14:37:03Z</atom:published>
    <atom:updated>2026-07-05T04:53:58Z</atom:updated>
    
      <category>Business</category>
      <category>Productivity</category>
      <category>Artificial Intelligence</category>
    <copyright>Copyright 2026, The CAIO (The Chief AI Officer)</copyright>
    
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      <title>The CAIO (The Chief AI Officer)</title>
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  <title>AI Receptionists are Achieving a 96% Client Satisfaction Rating</title>
  <description>Ever had that moment when you&#39;re stretched too thin, the phone&#39;s ringing off the hook, and you know each missed call could be a missed opportunity? Yeah, me too.</description>
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  <pubDate>Thu, 12 Jun 2025 14:37:03 +0000</pubDate>
  <atom:published>2025-06-12T14:37:03Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Ever had that moment when you&#39;re stretched too thin, the phone&#39;s ringing off the hook, and you know each missed call could be a missed opportunity? Yeah, me too.</p><p class="paragraph" style="text-align:left;">So here&#39;s something that stopped me in my tracks recently: AI receptionists are achieving a <b>96% client satisfaction rating</b>. Human receptionists? Just 83%.</p><p class="paragraph" style="text-align:left;">Wait... what? 🤔</p><p class="paragraph" style="text-align:left;">I had to double-check those numbers. But they&#39;re real. And they make sense when you think about it...</p><p class="paragraph" style="text-align:left;">Here&#39;s the deal - your traditional reception setup is probably costing you more than you realize:</p><ul><li><p class="paragraph" style="text-align:left;">23% average annual staff turnover (ouch!)</p></li><li><p class="paragraph" style="text-align:left;">91 hours lost training new receptionists (that&#39;s over two work weeks!)</p></li><li><p class="paragraph" style="text-align:left;">Countless calls going to voicemail when things get busy</p></li></ul><p class="paragraph" style="text-align:left;">Meanwhile, AI receptionists are showing up to work EVERY. SINGLE. DAY. No sick days, no training periods, no coffee breaks when call volume spikes.</p><p class="paragraph" style="text-align:left;">And here&#39;s the kicker, they can handle multiple calls simultaneously. No more &quot;please hold&quot; music that makes your customers want to throw their phones across the room!</p><h3 class="heading" style="text-align:left;">But What About That &quot;Personal Touch&quot;?</h3><p class="paragraph" style="text-align:left;">I get it. I was skeptical too.</p><p class="paragraph" style="text-align:left;">But the data doesn&#39;t lie. And here&#39;s what I&#39;ve discovered working with dozens of SMBs implementing AI reception:</p><p class="paragraph" style="text-align:left;">Most callers just want their problem solved quickly and efficiently. They don&#39;t need small talk about the weather. They need someone (or something) that listens attentively, routes them correctly, and ensures their message gets delivered.</p><p class="paragraph" style="text-align:left;">And guess what? AI excels at exactly that.</p><p class="paragraph" style="text-align:left;">Let&#39;s talk money for a second.</p><p class="paragraph" style="text-align:left;">If your business misses just TWO calls per day, and each potential client is worth $30,000...</p><p class="paragraph" style="text-align:left;">That&#39;s potentially MILLIONS in lost revenue annually. 💸</p><p class="paragraph" style="text-align:left;">As I always say: &quot;Availability equals revenue.&quot; And AI receptionists are available 100% of the time.</p><p class="paragraph" style="text-align:left;">If you&#39;re considering this move, you&#39;re in good company; 77% of small businesses have already adopted AI in some capacity. And 83% of growing SMBs are actively experimenting with AI solutions.</p><h3 class="heading" style="text-align:left;"><span style="color:#030712;">My 3-Step Playbook for Adding AI to Your Front Desk</span></h3><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Start small</b> - Consider implementing AI reception for after-hours calls first</p></li><li><p class="paragraph" style="text-align:left;"><b>Document your processes</b> - What are your most common call types? What information needs to be collected?</p></li><li><p class="paragraph" style="text-align:left;"><b>Test and refine</b> - The best implementations combine AI efficiency with human oversight</p></li></ol><p class="paragraph" style="text-align:left;">Remember: The best AI implementation isn&#39;t always the most sophisticated one. It&#39;s the one that gets done and starts saving you money TODAY.</p><p class="paragraph" style="text-align:left;">Why? Because they understand that staying competitive means embracing tools that eliminate inefficiencies.</p><p class="paragraph" style="text-align:left;">What&#39;s your biggest concern about implementing AI in your reception process? </p><p class="paragraph" style="text-align:left;">Hit reply and let me know - I love hearing your stories and might feature them in a future newsletter.</p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><span style="color:#008f72;">Launching Tomorrow: A Smarter Way to Find AI Wins in Your Business</span></h2><p class="paragraph" style="text-align:left;">Over the past few months, I’ve been quietly working on something new—a way to bring clarity to the chaos around “using AI in your business.”</p><p class="paragraph" style="text-align:left;">Next week, I’ll be opening up access to a new <b>AI Discovery Program</b>. It’s for business owners who <i>know</i> AI has potential for them—but aren’t sure where to start, what’s worth automating, or what will actually move the needle.</p><p class="paragraph" style="text-align:left;"><b>This is not a course, a webinar, or a generic report.</b></p><p class="paragraph" style="text-align:left;">It’s a custom analysis of <i>your</i> business—focused on saving time, cutting costs, or increasing revenue using practical AI tools (not hype).</p><p class="paragraph" style="text-align:left;"><b>Watch your email. Details coming tomorrow.</b></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC/AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-receptionists-are-achieving-a-96-client-satisfaction-rating" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,203+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-receptionists-are-achieving-a-96-client-satisfaction-rating" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)"><b>HERE</b></a></span><b> to learn more about RAC/AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;">Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=3ea84d6b-6c7e-4ceb-9130-eb8a99f51183&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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      <item>
  <title>Apple Just Gave Your AI Voice Strategy a Major Green Light 🚦</title>
  <description></description>
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  <link>https://newsletter.edkrystosik.com/p/apple-just-gave-your-ai-voice-strategy-a-major-green-light-15087b27d7e42035</link>
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  <pubDate>Thu, 29 May 2025 16:03:00 +0000</pubDate>
  <atom:published>2025-05-29T16:03:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Have you noticed that feeling when Apple does something and suddenly EVERYONE jumps on board? It&#39;s happening again - but this time with AI voice agents.</p><p class="paragraph" style="text-align:left;">Earlier this week, I called up the Apple store to make sure they had a product before I drove all the way there. </p><p class="paragraph" style="text-align:left;">I was actually shocked when I heard the voice on the other end of the line. </p><p class="paragraph" style="text-align:left;">Apple has deployed an AI voice agent as their customer service frontline.</p><p class="paragraph" style="text-align:left;">I immediately recognized what this means for small businesses like yours.</p><p class="paragraph" style="text-align:left;">Remember when Apple removed the headphone jack and everyone freaked out? Now wireless earbuds are everywhere. The same thing is happening with AI voice right now.</p><p class="paragraph" style="text-align:left;">It&#39;s a MASSIVE validation signal!</p><p class="paragraph" style="text-align:left;">Here&#39;s why this matters to your business right now...</p><p class="paragraph" style="text-align:left;">When tech giants like Apple embrace a technology, consumer expectations shift almost overnight. What was once &quot;creepy&quot; or &quot;robotic&quot; suddenly becomes normal. The psychological barriers? They&#39;re crumbling as we speak.</p><p class="paragraph" style="text-align:left;">This is your moment. Seriously.</p><p class="paragraph" style="text-align:left;">According to Salesforce, 91% of SMB leaders using AI report revenue increases. That&#39;s not a typo - NINETY-ONE PERCENT! </p><p class="paragraph" style="text-align:left;">And with Apple now normalizing AI voice interactions, your customers are more ready than ever to engage with your business through this channel.</p><p class="paragraph" style="text-align:left;">So what does this mean for you?</p><p class="paragraph" style="text-align:left;">The window is open right now. </p><p class="paragraph" style="text-align:left;">With Apple leading the way, customer acceptance of AI voice is at an all-time high. </p><p class="paragraph" style="text-align:left;">But this advantage won&#39;t last forever - soon it will just be the expected standard.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><span style="color:#008f72;">Here’s Your 3-Step Plan to Capitalize on This Moment:</span></h2><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Identify your repetitive voice interactions</b> – Which calls follow predictable patterns? Those are your AI candidates.<br></p></li><li><p class="paragraph" style="text-align:left;"><b>Start with a hybrid approach</b> – Let AI handle initial screening and simple tasks, with human backup for complex situations.<br></p></li><li><p class="paragraph" style="text-align:left;"><b>Document everything</b> – Track what questions stump your AI so you can continuously improve it.</p></li></ol><p class="paragraph" style="text-align:left;">Remember: The best AI implementation isn&#39;t the most sophisticated one. It&#39;s the one that gets DONE.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">What repetitive customer interaction could you automate with AI voice this month? What if handling that ONE thing could free your team to focus on growth instead of repetition?</p><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">P.S. Hit reply and let me know what you think about AI voice for your business. I read every response and love hearing your thoughts!</p><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=apple-just-gave-your-ai-voice-strategy-a-major-green-light" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,203+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=apple-just-gave-your-ai-voice-strategy-a-major-green-light" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=ec269663-75e0-4216-905e-03f15cb24269&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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      <item>
  <title>AI-Powered Referral Management: The Untapped Gold Mine for Your Business</title>
  <description></description>
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  <pubDate>Thu, 22 May 2025 16:00:00 +0000</pubDate>
  <atom:published>2025-05-22T16:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Ever feel like you&#39;re constantly missing opportunities to tap into your referral network? </p><p class="paragraph" style="text-align:left;">Like you&#39;re always one step behind knowing when to reach out to the right person at the right time?</p><p class="paragraph" style="text-align:left;">You&#39;re not alone.</p><p class="paragraph" style="text-align:left;">And here&#39;s the thing, you&#39;re probably sitting on a goldmine of potential revenue that&#39;s just waiting to be activated with the right approach.</p><p class="paragraph" style="text-align:left;">Let&#39;s talk about how AI can transform your referral game from &quot;occasionally remembering to check in&quot; to a strategic advantage that runs on autopilot. </p><h2 class="heading" style="text-align:left;"><b>The Problem With Traditional Referral Networking</b></h2><p class="paragraph" style="text-align:left;">Here&#39;s the reality most of us face:</p><ul><li><p class="paragraph" style="text-align:left;">We know referrals are our best source of business</p></li><li><p class="paragraph" style="text-align:left;">We have a list of people who COULD refer us</p></li><li><p class="paragraph" style="text-align:left;">But we&#39;re too busy putting out fires to nurture these relationships consistently</p></li><li><p class="paragraph" style="text-align:left;">And when we do reach out, it often feels random or forced</p></li></ul><p class="paragraph" style="text-align:left;">Sound familiar? </p><p class="paragraph" style="text-align:left;">The traditional approach is like trying to water a garden with a leaky bucket. Sure, some plants get water, but most wither while you&#39;re rushing around.</p><h2 class="heading" style="text-align:left;"><b>Your Referral Network Assistant at Work 24/7</b></h2><p class="paragraph" style="text-align:left;">What if instead of randomly checking LinkedIn or sending generic &quot;just checking in&quot; emails, you had a system that:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Monitored your entire network automatically</b> </p></li><li><p class="paragraph" style="text-align:left;"><b>Alerted you to perfect outreach moments</b></p></li><li><p class="paragraph" style="text-align:left;"><b>Crafted personalized messages that add real value</b></p></li></ol><p class="paragraph" style="text-align:left;">This isn&#39;t impossible, it&#39;s what businesses are implementing RIGHT NOW. And those who aren&#39;t are rapidly falling behind.</p><h3 class="heading" style="text-align:left;" id="wistia-analyzed-millions-of-videos-">Wistia analyzed millions of videos so you don’t have to</h3><div class="image"><a class="image__link" href="https://wistia.com/for/state-of-video-report?=&utm_source=beehiv&utm_medium=newsletter&utm_campaign=stateofvideo25&utm_term={{publication_alphanumeric_id}}&utm_content=primaryad2&_bhiiv=opp_241bb275-0407-47fe-917d-5f065ae41855_cc0b1f3a&bhcl_id=e824678c-9e5c-4bf0-8e4f-b1bf48fa80be_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d3b207ff-bdae-427e-b014-f4115445dc35/SOV2025_Beehiiv2.png?t=1743448006"/></a></div><p class="paragraph" style="text-align:left;">Wistia, a leading video marketing platform for businesses, just released their fifth annual <a class="link" href="https://wistia.com/for/state-of-video-report?=&utm_source=beehiv&utm_medium=newsletter&utm_campaign=stateofvideo25&utm_term={{publication_alphanumeric_id}}&utm_content=primaryad2&_bhiiv=opp_241bb275-0407-47fe-917d-5f065ae41855_cc0b1f3a&bhcl_id=e824678c-9e5c-4bf0-8e4f-b1bf48fa80be_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">State of Video Report</a>. The report, based on insights from over 14 million videos, and 100,000 businesses, brings you the <a class="link" href="https://wistia.com/for/state-of-video-report?=&utm_source=beehiv&utm_medium=newsletter&utm_campaign=stateofvideo25&utm_term={{publication_alphanumeric_id}}&utm_content=primaryad2&_bhiiv=opp_241bb275-0407-47fe-917d-5f065ae41855_cc0b1f3a&bhcl_id=e824678c-9e5c-4bf0-8e4f-b1bf48fa80be_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">latest video tips</a>, trends, and insights. Download a copy to…</p><ul><li><p class="paragraph" style="text-align:left;">See how your videos perform against industry benchmarks</p></li><li><p class="paragraph" style="text-align:left;">Learn which kinds of videos get the most engagement so you can make more of them</p></li><li><p class="paragraph" style="text-align:left;">Find out how to scale your video strategy for less $$ with AI</p></li></ul><p class="paragraph" style="text-align:left;">Plus, it’s actually fun to read. How many reports can you say that about?</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://wistia.com/for/state-of-video-report?=&utm_source=beehiv&utm_medium=newsletter&utm_campaign=stateofvideo25&utm_term={{publication_alphanumeric_id}}&utm_content=primaryad2&_bhiiv=opp_241bb275-0407-47fe-917d-5f065ae41855_cc0b1f3a&bhcl_id=e824678c-9e5c-4bf0-8e4f-b1bf48fa80be_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Get your free copy</a></p><h2 class="heading" style="text-align:left;"><b>3 Actionable Ways to Use AI for Referral Network Growth</b></h2><h3 class="heading" style="text-align:left;"><b>1. Set Up Automated Monitoring Systems</b></h3><p class="paragraph" style="text-align:left;">The tools are simpler than you think:</p><ul><li><p class="paragraph" style="text-align:left;">Use Google Alerts combined with an AI aggregator to track when your referral partners are mentioned online</p></li><li><p class="paragraph" style="text-align:left;">Create an AI agent (using tools like Make + ChatGPT) that scans LinkedIn for status changes, new posts, or company news from your key contacts (see my latest YouTube video for a tutorial on how to set this up!)</p></li><li><p class="paragraph" style="text-align:left;">Have summary reports delivered to your inbox each morning with actionable outreach opportunities</p></li></ul><p class="paragraph" style="text-align:left;">One client implemented this simple system and saw a 34% increase in inbound referrals within 90 days. Why? Because they were the first to congratulate, offer help, or share insights when it mattered most.</p><h3 class="heading" style="text-align:left;"><b>2. Create Value-First Outreach Templates</b></h3><p class="paragraph" style="text-align:left;">Stop with the &quot;just checking in&quot; emails! Instead:</p><ul><li><p class="paragraph" style="text-align:left;">Feed your best-performing outreach messages into ChatGPT along with your ideal tone/voice</p></li><li><p class="paragraph" style="text-align:left;">Create templates that offer genuine value based on trigger events (funding rounds, new hires, product launches)</p></li><li><p class="paragraph" style="text-align:left;">Let AI personalize these messages with relevant details about your contact&#39;s current situation (we call this enrichment)</p></li></ul><p class="paragraph" style="text-align:left;">The magic formula I&#39;ve seen work consistently is: Specific Observation + Relevant Insight + No-Strings Value Offer.</p><h3 class="heading" style="text-align:left;"><b>3. Build a Referral Intelligence Database</b></h3><p class="paragraph" style="text-align:left;">This is where the REAL competitive advantage happens:</p><ul><li><p class="paragraph" style="text-align:left;">Use AI to categorize and tag all your contacts based on industry, referral potential, and past interactions</p></li><li><p class="paragraph" style="text-align:left;">Have your AI assistant track what types of referrals each contact tends to send (and which convert best)</p></li><li><p class="paragraph" style="text-align:left;">Create automated nurture sequences based on this intelligence</p></li></ul><h2 class="heading" style="text-align:left;"><b>Start Small, Scale Smart</b></h2><p class="paragraph" style="text-align:left;">You don&#39;t need a massive AI implementation budget to get started. Begin with:</p><ol start="1"><li><p class="paragraph" style="text-align:left;">A free ChatGPT account</p></li><li><p class="paragraph" style="text-align:left;">A simple spreadsheet of your top 20 referral sources</p></li><li><p class="paragraph" style="text-align:left;">One hour to set up basic monitoring tools</p></li></ol><p class="paragraph" style="text-align:left;">That&#39;s your pencil. The zero-gravity pen can come later.</p><p class="paragraph" style="text-align:left;">The businesses that are winning with AI aren&#39;t the ones with the biggest budgets – they&#39;re the ones who start with clear use cases and build from there.</p><p class="paragraph" style="text-align:left;">Remember: The best AI implementation isn&#39;t the most sophisticated one. It&#39;s the one that gets done.</p><p class="paragraph" style="text-align:left;">What&#39;s your first step going to be? A simple monitoring system? Value-based templates? Something else entirely?</p><p class="paragraph" style="text-align:left;">Hit reply and let me know – I love hearing your plans and might feature them in a future newsletter.</p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">P.S. Want my exact template for setting up a basic AI referral monitoring system? Just reply with &quot;REFERRAL TEMPLATE&quot; and I&#39;ll send it your way!</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-powered-referral-management-the-untapped-gold-mine-for-your-business" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,203+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-powered-referral-management-the-untapped-gold-mine-for-your-business" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=da2550b6-2c77-4628-9a35-9cf597ee77d1&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>MIT&#39;s 100X Lead Stat - In Action</title>
  <description>That golden 5-minute window for converting leads? It&#39;s everything. In today&#39;s newsletter, we&#39;re exploring cost-effective AI for small businesses, the &quot;pencil solution&quot; to never missing another hot lead, and how voice AI has evolved from frustrating robot to your company&#39;s secret weapon.</description>
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  <link>https://newsletter.edkrystosik.com/p/mit-s-100x-lead-stat-in-action-3b24e8bfeb3c9d72</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/mit-s-100x-lead-stat-in-action-3b24e8bfeb3c9d72</guid>
  <pubDate>Thu, 01 May 2025 16:05:00 +0000</pubDate>
  <atom:published>2025-05-01T16:05:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h3 class="heading" style="text-align:left;"><b>Here&#39;s what we’re covering this week:</b></h3><ul><li><p class="paragraph" style="text-align:left;">Small businesses can achieve 38% profitability boost with AI without breaking the bank</p></li><li><p class="paragraph" style="text-align:left;">The &quot;Speed to Lead&quot; strategy: How AI voice agents in the crucial 5-minute window increase conversions by 100x</p></li><li><p class="paragraph" style="text-align:left;">Voice AI evolution transforms from frustrating robots to sophisticated 24/7 business partners</p></li><li><p class="paragraph" style="text-align:left;">Practical implementation: 5-step checklist for integrating voice AI into your business (Make sure to read to the end!)</p></li></ul></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h3 class="heading" style="text-align:left;"><b>AI Doesn&#39;t Have To Break Your Small Business Bank!</b></h3><p class="paragraph" style="text-align:left;">So you&#39;re wondering if your business can actually afford AI? Let&#39;s get real about the numbers.</p><p class="paragraph" style="text-align:left;">The cost of implementing AI in your small business varies dramatically based on what you need. But here&#39;s what matters - the return on that investment can be substantial. According to Accenture, AI could boost your profitability by an average of 38% long-term.</p><p class="paragraph" style="text-align:left;">Many affordable options exist specifically for small businesses. Nearly 30% of SMBs are already using AI technologies, particularly chatbots and virtual assistants, without massive budgets.</p><p class="paragraph" style="text-align:left;">Watch out for those sneaky expenses though. Data preparation, integration with your current systems, and ongoing maintenance can add up fast. As the Accenture report points out, the true cost includes organizational changes needed to leverage AI properly.</p><p class="paragraph" style="text-align:left;">The good news? AI costs can scale with your growth. By 2025, most organizations will shift from big to small data approaches, making AI less data-hungry and more cost-effective for businesses like yours.</p><p class="paragraph" style="text-align:left;">Finding the right human-AI balance is crucial. The World Economic Forum predicts that by 2025, humans and machines will split work tasks equally. Your strategy needs to account for both.</p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><span style="color:#008f72;">Speed to Lead with AI Voice Agents: 5-Minute Magic for Lead Conversion</span></h2><p class="paragraph" style="text-align:left;">I&#39;ve got to share one of the most powerful and dead-simple ways to use AI voice agents that I&#39;m seeing incredible results with right now!</p><p class="paragraph" style="text-align:left;">So here&#39;s the scenario: You&#39;ve got a lead generation system that&#39;s working well. You&#39;ve got a dedicated sales team ready to pounce. But what happens when EVERYONE is busy and that hot new lead is sitting there... cooling off?</p><p class="paragraph" style="text-align:left;">That 5-minute window is EVERYTHING. And I mean EVERYTHING.</p><p class="paragraph" style="text-align:left;">We built an outbound AI voice agent for a client who was facing exactly this problem. Their sales team was great, but they couldn&#39;t guarantee that crucial 5-minute response time when things got hectic.</p><p class="paragraph" style="text-align:left;">Here&#39;s what we did:</p><p class="paragraph" style="text-align:left;">We created a simple workflow that tracks each new lead entering their pipeline. If a human salesperson hasn&#39;t made contact within 4 minutes, our AI voice agent automatically kicks in to:</p><ul><li><p class="paragraph" style="text-align:left;">Make initial contact with the lead</p></li><li><p class="paragraph" style="text-align:left;">Run through qualification questions</p></li><li><p class="paragraph" style="text-align:left;">Set up a follow-up meeting with a human salesperson</p></li></ul><p class="paragraph" style="text-align:left;">The results? Let&#39;s just say their qualified lead conversion jumped DRAMATICALLY. 🚀</p><h2 class="heading" style="text-align:left;"><span style="color:#008f72;"><b>Why Speed to Lead Matters So Much</b></span></h2><p class="paragraph" style="text-align:left;">If you&#39;re not familiar with MIT&#39;s lead response management study, let me break it down for you:</p><p class="paragraph" style="text-align:left;">Contacting a lead within 5 minutes makes you <b>100 TIMES</b> more likely to connect than waiting 30 minutes. Not 100% more likely... 100 TIMES!</p><p class="paragraph" style="text-align:left;">And it gets worse. Wait an hour? You&#39;re 10x less likely to connect than if you&#39;d called in those first critical minutes.</p><p class="paragraph" style="text-align:left;">When it comes to actually qualifying those leads, calling within 5 minutes makes you 21 times more likely to qualify a lead compared to waiting half an hour.</p><p class="paragraph" style="text-align:left;">Think about that... your expensive lead gen efforts could be generating 21x fewer qualified leads simply because your team can&#39;t consistently hit that 5-minute window!</p><p class="paragraph" style="text-align:left;">This isn&#39;t complicated tech - it&#39;s a simple solution to a critical business problem. The Russians used a pencil, remember? Sometimes the simplest approach is the most effective.</p><p class="paragraph" style="text-align:left;">What if you could guarantee EVERY lead gets contacted within that golden 5-minute window, even when your team is slammed with calls or in meetings?</p><p class="paragraph" style="text-align:left;">This is what I love about practical AI implementation. It&#39;s not about replacing your sales team - it&#39;s about making sure no opportunities fall through the cracks.</p><p class="paragraph" style="text-align:left;">Got a lead response challenge in your business? Hit me up - I&#39;d love to hear about it and maybe feature your solution in a future newsletter!</p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><span style="color:#008f72;"><b>Getting Started: Your Voice AI Implementation Checklist</b></span></h2><p class="paragraph" style="text-align:left;">Ready to dip your toes in? Here&#39;s a simple framework:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Document your most common customer interactions</b></p><p class="paragraph" style="text-align:left;">What questions get asked repeatedly? What information do you collect on every call?</p></li><li><p class="paragraph" style="text-align:left;"><b>Start with a contained use case</b></p><p class="paragraph" style="text-align:left;">Don&#39;t try to automate everything at once. Begin with appointment scheduling or basic qualification.</p></li><li><p class="paragraph" style="text-align:left;"><b>Plan your human-AI handoff process</b></p><p class="paragraph" style="text-align:left;">When and how will complex issues get escalated to your team?</p></li><li><p class="paragraph" style="text-align:left;"><b>Test extensively with internal callers</b></p><p class="paragraph" style="text-align:left;">Have your team try to &quot;break&quot; the system before customers do.</p></li><li><p class="paragraph" style="text-align:left;"><b>Implement gradually with clear measurement</b></p><p class="paragraph" style="text-align:left;">Track metrics like resolution time, customer satisfaction, and conversion rates.</p></li></ol><p class="paragraph" style="text-align:left;">The businesses seeing the biggest ROI are the ones treating AI voice agents as team members, not technology. They train them, monitor them, and continuously improve them.</p><p class="paragraph" style="text-align:left;">What about you? Are you ready to give your business a voice that never sleeps?</p><p class="paragraph" style="text-align:left;">Hit reply and let me know what you think – I&#39;m genuinely curious about how you see voice AI fitting into your business model.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=mit-s-100x-lead-stat-in-action" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,203+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=mit-s-100x-lead-stat-in-action" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=0bc28244-5113-491c-92b3-a719597c60f7&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 AI Video: The &quot;Unfair Advantage&quot; Your Business Needs Right Now</title>
  <description></description>
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  <link>https://newsletter.edkrystosik.com/p/ai-video-is-the-unfair-advantage-your-business-needs-right-now</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/ai-video-is-the-unfair-advantage-your-business-needs-right-now</guid>
  <pubDate>Thu, 06 Mar 2025 11:13:00 +0000</pubDate>
  <atom:published>2025-03-06T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;">Hey there!</p><p class="paragraph" style="text-align:left;">Ed here.</p><p class="paragraph" style="text-align:left;">A few months ago, I was doing my periodic AI Tech check-ins to see how use cases I’d shelved because they weren’t ready for the big time had progressed. </p><p class="paragraph" style="text-align:left;">The one I was most excited about but least hopeful about was AI-generated video. It’s a holy grail use case but faces major challenges in crossing the “uncanny valley” (that thing where what you’re watching or listening to just doesn’t seem right—AI is notorious for this, especially video). </p><p class="paragraph" style="text-align:left;">I nearly fell out of my chair (hyperbole, obviously) when I saw how good AI video has gotten. </p><p class="paragraph" style="text-align:left;">And not just OpenAI’s Sora (limited to 8 seconds of B-roll), but AI avatar clones of real people. </p><p class="paragraph" style="text-align:left;"><a class="link" href="https://youtube.com/shorts/6igcQszQzuA?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-video-the-unfair-advantage-your-business-needs-right-now" target="_blank" rel="noopener noreferrer nofollow">Check out this example I posted to my YouTube channel to see what I’m talking about.</a></p><h2 class="heading" style="text-align:left;" id="whats-actually-happening-in-ai-vide">What&#39;s Actually Happening in AI Video Right Now</h2><p class="paragraph" style="text-align:left;">Forget the Sora hype. Here&#39;s what&#39;s real:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Text-to-Video Transformation</b>: Tools like Runway, Synthesia, and HeyGen now turn text prompts into professional-looking videos without expensive equipment or actors.</p></li><li><p class="paragraph" style="text-align:left;"><b>Digital Avatars That Convert</b>: A home services company I work with sends AI-generated video follow-ups after quotes, featuring digital twins of their technicians. </p></li><li><p class="paragraph" style="text-align:left;"><b>Personalization at Scale</b>: A real estate client now sends personalized video follow-ups to 150+ leads weekly while spending just 2 hours managing the process. </p></li></ol><h2 class="heading" style="text-align:left;" id="the-content-velocity-problem-solved">The &quot;Content Velocity&quot; Problem Solved</h2><p class="paragraph" style="text-align:left;">The brutal truth? Your business needs 12-21 pieces of content weekly across platforms to maintain visibility. Most small businesses can&#39;t sustain this pace.</p><p class="paragraph" style="text-align:left;">A client went from two monthly YouTube videos to 16 weekly video pieces across platforms using AI automation. </p><h2 class="heading" style="text-align:left;" id="your-ai-video-quickstart-roadmap">Your AI Video Quickstart Roadmap</h2><p class="paragraph" style="text-align:left;">Want to try this yourself?</p><p class="paragraph" style="text-align:left;"><b>Hour 1</b>: Choose a video topic based on your best-performing content.</p><p class="paragraph" style="text-align:left;"><b>Hour 2</b>: Sign up for Synthesia or HeyGen (both offer free trials, but I prefer HeyGen).</p><p class="paragraph" style="text-align:left;"><b>Hours 3-4</b>: Draft a 60-90 second script addressing your audience&#39;s biggest pain point (once you refine your message, use ChatGPT or Claude to generate new scripts).</p><p class="paragraph" style="text-align:left;"><b>Hour 5</b>: Generate your first AI video and share it with 3-5 trusted customers.</p><p class="paragraph" style="text-align:left;"><b>Hour 6</b>: Refine and republish based on feedback.</p><h2 class="heading" style="text-align:left;" id="the-video-sales-nurture-sequence-yo">The &quot;Video Sales Nurture Sequence&quot; Your Business Needs</h2><p class="paragraph" style="text-align:left;"><b>The Problem</b>: Cold leads after initial contact, with email follow-ups generating minimal engagement.</p><p class="paragraph" style="text-align:left;"><b>The Solution</b>: Replace text emails with personalized AI videos that address specific prospect questions.</p><p class="paragraph" style="text-align:left;"><b>Simple Setup</b>:</p><ol start="1"><li><p class="paragraph" style="text-align:left;">Create 5 core video templates for common questions</p></li><li><p class="paragraph" style="text-align:left;">Insert prospect-specific details via automation</p></li><li><p class="paragraph" style="text-align:left;">Deliver based on prospect behavior</p></li></ol><p class="paragraph" style="text-align:left;"><b>What You Need</b>:</p><ul><li><p class="paragraph" style="text-align:left;">HeyGen or Synthesia for avatar creation</p></li><li><p class="paragraph" style="text-align:left;">GPT-4 for script generation</p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://Make.com?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-video-the-unfair-advantage-your-business-needs-right-now" target="_blank" rel="noopener noreferrer nofollow">Make.com</a> for workflow automation</p></li><li><p class="paragraph" style="text-align:left;">Your CRM for personalization data</p></li></ul><h2 class="heading" style="text-align:left;" id="implementation-secrets-from-the-tre">Implementation Secrets From the Trenches</h2><p class="paragraph" style="text-align:left;">After helping multiple businesses implement AI video, here are the critical lessons:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Start With One Platform</b>: Perfect your process on LinkedIn or Instagram before expanding.</p></li><li><p class="paragraph" style="text-align:left;"><b>Human Final Review</b>: Let AI create and distribute, but always have human eyes before publishing.</p></li><li><p class="paragraph" style="text-align:left;"><b>Turn One Video Into Ten</b>: A single 5-minute explainer can become multiple platform-specific clips.</p></li><li><p class="paragraph" style="text-align:left;"><b>Skip the Hollywood Production</b>: Focus on helpful, targeted content over polished perfection. Value trumps production quality every time.</p></li><li><p class="paragraph" style="text-align:left;"><b>Test, Measure, Adjust</b>: What works for others may not work for you. Let data guide your strategy.</p></li></ol><h2 class="heading" style="text-align:left;" id="the-bottom-line">The Bottom Line</h2><p class="paragraph" style="text-align:left;">This isn&#39;t just another marketing tactic—it&#39;s a fundamental shift in how small businesses can compete with larger players.</p><p class="paragraph" style="text-align:left;">Those who embrace AI video now will build an insurmountable lead over competitors who wait. The tools are accessible, affordable, and surprisingly easy to use.</p><p class="paragraph" style="text-align:left;">The question isn&#39;t whether AI video will transform social media engagement—it&#39;s whether your business will lead the charge or struggle to catch up.</p><p class="paragraph" style="text-align:left;">Are you in?</p><p class="paragraph" style="text-align:left;">-Ed</p><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-video-the-unfair-advantage-your-business-needs-right-now" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,203+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-video-the-unfair-advantage-your-business-needs-right-now" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=d5072cc6-4f9d-485d-ac93-f5a1e36cf5bb&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 The Russians Used a Pencil, and the Chinese Built DeepSeek</title>
  <description>What Resource Limitations Can Teach us About Using AI to Supercharge Your Business.</description>
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  <link>https://newsletter.edkrystosik.com/p/the-pencil-principle-simple-ai-solutions-for-small-business-success</link>
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  <pubDate>Thu, 30 Jan 2025 12:13:00 +0000</pubDate>
  <atom:published>2025-01-30T12:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">There&#39;s an old story I love to tell about doing more with less. </p><p class="paragraph" style="text-align:left;">While it&#39;s probably fictional, it perfectly illustrates my point, so I&#39;m going to share it anyway.</p><div class="blockquote"><blockquote class="blockquote__quote"></blockquote></div><p class="paragraph" style="text-align:left;">This story has been on my mind lately as I watch what&#39;s happening in the AI space, particularly with smaller businesses. </p><p class="paragraph" style="text-align:left;">Sometimes, the simplest solution is sitting right in front of us, wearing a pencil skirt (pun intended!).</p><p class="paragraph" style="text-align:left;">Take DeepSeek&#39;s recent breakthrough, for example. </p><p class="paragraph" style="text-align:left;">Their limited access to advanced chips – unlike giants like OpenAI or Meta – forced them to approach AI model development from a completely different angle. </p><p class="paragraph" style="text-align:left;"><a class="link" href="https://youtube.com/shorts/lkS3jGd3rWM?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=the-russians-used-a-pencil-and-the-chinese-built-deepseek" target="_blank" rel="noopener noreferrer nofollow"><b>Here’s the YouTube Short I posted on it earlier this week:</b></a></p><p class="paragraph" style="text-align:left;">This reminded me of a workshop I attended a few weeks ago promising to teach &quot;how to create a week of social media content in 20 minutes.&quot; </p><p class="paragraph" style="text-align:left;">I&#39;ll admit, I was skeptical, but I paid the $100 to see what insights I could gather for you. </p><p class="paragraph" style="text-align:left;">What struck me wasn&#39;t the AI tools the presenter shared but how he approached the problem.</p><p class="paragraph" style="text-align:left;"><b>Here’s what the host DIDN’T share:</b> a complicated multi-step automation using multiple paid tools to gyrate and machinate AI content into sounding like one of Alex Hormozi’s (or another viral creator&#39;s) viral posts. (i.e. OpenAI)</p><p class="paragraph" style="text-align:left;"><b>Here’s what he DID share:</b> a focused, repeatable, hyper-focused framework with a few simple prompts using ChatGPT to create an ideal piece of content to target your niche customer. (i.e. DeepSeek)</p><p class="paragraph" style="text-align:left;"><i>The result? </i></p><p class="paragraph" style="text-align:left;">A week’s worth of hyper-focused lead-generating content in about 20 minutes. </p><p class="paragraph" style="text-align:left;"><i>The investment? </i></p><p class="paragraph" style="text-align:left;">A few hours of deep reflection on the offer, the niche, the pain points, and the outcomes of an ideal client. And a $20 monthly subscription.</p><p class="paragraph" style="text-align:left;">This is where I see many business owners stumble. </p><p class="paragraph" style="text-align:left;">They get caught up in chasing the latest technology instead of documenting their processes and deeply understanding what makes them successful. </p><p class="paragraph" style="text-align:left;">AI can only amplify what you&#39;ve already figured out.</p><h3 class="heading" style="text-align:left;">Here&#39;s what I&#39;ve learned from working with dozens of SMBs on their AI implementation:</h3><p class="paragraph" style="text-align:left;">The <b>&quot;Pencil Principle&quot;</b> of AI Implementation: Start with what you have. </p><p class="paragraph" style="text-align:left;">Today. Right now. </p><p class="paragraph" style="text-align:left;">That free ChatGPT account? </p><p class="paragraph" style="text-align:left;">It&#39;s your pencil. </p><p class="paragraph" style="text-align:left;">Those repetitive tasks eating up your Thursday afternoons? </p><p class="paragraph" style="text-align:left;">They&#39;re your zero-gravity problem.</p><h3 class="heading" style="text-align:left;">Three Quick AI Wins You Can Implement This Week:</h3><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Email Response Templates:</b> Feed your five most common customer inquiries into ChatGPT along with your best past responses. </p><p class="paragraph" style="text-align:left;">Create templates that maintain your voice but can be generated in seconds. </p><p class="paragraph" style="text-align:left;"><i>One client did this and cut response time from 15 minutes to 2 minutes per email.</i></p></li><li><p class="paragraph" style="text-align:left;"><b>Meeting Summaries:</b> Stop writing detailed meeting notes. </p><p class="paragraph" style="text-align:left;">Record your calls (with permission), transcribe them using Whisper, and let AI create actionable summaries. </p><p class="paragraph" style="text-align:left;"><i>We&#39;ve implemented this at our agency and save 5 hours weekly.</i></p></li><li><p class="paragraph" style="text-align:left;"><b>Content Repurposing:</b> That blog post you wrote last week? </p><p class="paragraph" style="text-align:left;">Turn it into 10 social media posts, an email newsletter, and three LinkedIn articles in minutes.</p><p class="paragraph" style="text-align:left;"><i>A physician we work with does this with his weekly podcast and saves 4 hours a week on social media content creation using the simple automation we built for him (send me an email if you’d like a copy of the </i><a class="link" href="https://www.make.com/en/register?pc=edkrystosik&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=the-russians-used-a-pencil-and-the-chinese-built-deepseek" target="_blank" rel="noopener noreferrer nofollow"><i>Make.com</i></a><i> template!). </i></p></li></ol><p class="paragraph" style="text-align:left;">The AI tools don&#39;t need to be fancy - they just need to work.</p><p class="paragraph" style="text-align:left;">Remember: The best AI implementation isn&#39;t always the most sophisticated one. </p><p class="paragraph" style="text-align:left;">It&#39;s the one that gets done.</p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;">Got a &quot;pencil solution&quot; of your own? </p><p class="paragraph" style="text-align:left;">Hit reply and let me know - I love hearing your stories and might feature them in a future newsletter.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>An AI Automation Agency for high ROI Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=the-russians-used-a-pencil-and-the-chinese-built-deepseek" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)"><b>join over 2,203+ subscribers</b></a></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=the-russians-used-a-pencil-and-the-chinese-built-deepseek" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)"><b>HERE</b></a></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=44e6ea18-630e-4aef-8551-b539e622b33d&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 How Does AI Fit Into the Content Economy?</title>
  <description>I was recently a guest on the excellent podcast Author Nation to talk about the impact of AI on content creation and the creator economy. </description>
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  <link>https://newsletter.edkrystosik.com/p/ai-publishing-revolution-lessons-from-author-nation</link>
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  <pubDate>Fri, 24 Jan 2025 11:13:00 +0000</pubDate>
  <atom:published>2025-01-24T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hi there!</p><p class="paragraph" style="text-align:left;">Ed here.</p><p class="paragraph" style="text-align:left;">I recently had the pleasure of joining Melody Ann on the Author Nation podcast to get deep into one of publishing&#39;s hottest topics: AI. </p><p class="paragraph" style="text-align:left;">I wanted to share the key insights and golden nuggets from our conversation that could help shape your approach to AI in your creative journey.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#222222;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>Here’s the full episode (27 Minutes):</b></p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="true" class="youtube_embed" frameborder="0" height="100%" src="https://youtube.com/embed/saDN6_ZsrVo" width="100%"></iframe></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:left;" id="debunking-the-ai-magic-wand-myth">Debunking the AI Magic Wand Myth</h2><p class="paragraph" style="text-align:left;">One of the biggest misconceptions I encounter (even getting cornered on airplanes about it!) is the idea that AI is a one-click solution to all our creative needs. </p><div class="blockquote"><blockquote class="blockquote__quote"></blockquote></div><p class="paragraph" style="text-align:left;">What I&#39;ve learned through working with authors and creators is that AI shines brightest when we treat it as part of our creative toolkit rather than a replacement for human creativity. </p><p class="paragraph" style="text-align:left;">Sometimes, you might spend more time wrestling with AI prompts than it would take to write the content yourself!</p><h2 class="heading" style="text-align:left;" id="the-ethics-of-ai-in-publishing">The Ethics of AI in Publishing</h2><p class="paragraph" style="text-align:left;">The publishing world is at a fascinating crossroads with AI. Here are some key developments I shared:</p><ul><li><p class="paragraph" style="text-align:left;">Major publishing houses are now negotiating licensing deals with AI companies</p></li><li><p class="paragraph" style="text-align:left;">Some authors are receiving big offers for their content to be used in AI training</p></li><li><p class="paragraph" style="text-align:left;">Amazon now requires disclosure of AI-assisted or AI-generated content</p></li><li><p class="paragraph" style="text-align:left;">Technology is evolving on both sides - with new tools to both utilize and block AI scraping</p></li></ul><h2 class="heading" style="text-align:left;" id="ai-assisted-vs-ai-generated-finding">AI-Assisted vs. AI-Generated: Finding Your Balance</h2><p class="paragraph" style="text-align:left;">During our chat, we broke down the crucial distinction between <b>AI-assisted</b> and <b>AI-generated</b> content. </p><div class="blockquote"><blockquote class="blockquote__quote"></blockquote></div><p class="paragraph" style="text-align:left;">AI assistance can include:</p><ul><li><p class="paragraph" style="text-align:left;">Grammar and style tools (like <a class="link" href="http://www.grammarly.com?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow">Grammarly</a>)</p></li><li><p class="paragraph" style="text-align:left;">Title brainstorming (<a class="link" href="http://www.claude.ai?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow">Claude</a>)</p></li><li><p class="paragraph" style="text-align:left;">Content organization (<a class="link" href="https://notebooklm.google.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow">NotebookLM</a>)</p></li><li><p class="paragraph" style="text-align:left;">Research assistance (<a class="link" href="http://www.perplexity.ai/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow">Perpelxity</a>) </p></li></ul><p class="paragraph" style="text-align:left;">The key is maintaining your authentic voice while leveraging AI as a tool to enhance your creative process.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:rgb(12, 74, 110);border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:rgb(44, 129, 229);"><span style="color:#F9FAFB;"><b> IN PARTNERSHIP WITH THE AI REPORT </b></span></span></p><p class="paragraph" style="text-align:left;"><span style="color:#030712;">To keep up with the rapid pace of AI development, I’m an avid newsletter consumer of many email newsletters. One of the best is The AI Report. </span></p><div class="image"><a class="image__link" href="https://magic.beehiiv.com/v1/31a7c576-0eb2-4ef3-abc7-bc75ede786fe?email={{email}}&utm_source=beehiiv&utm_campaign={{publication_name_param}}_{{publication_alphanumeric_id}}&_bhiiv=opp_784074d2-b2f2-4d7b-a6a9-a45afe993820_65769d95&bhcl_id=8f04b91d-d708-4271-babb-b03b0fc1ba0e_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ff79e3ad-93d4-4cc0-8540-6a3b58d70541/Ad_The_AI_report.png?t=1742251228"/></a></div><h3 class="heading" style="text-align:left;">There’s a reason 400,000 professionals read this daily. </h3><p class="paragraph" style="text-align:left;">Join <a class="link" href="https://magic.beehiiv.com/v1/31a7c576-0eb2-4ef3-abc7-bc75ede786fe?email={{email}}&utm_source=beehiiv&utm_campaign={{publication_name_param}}_{{publication_alphanumeric_id}}&_bhiiv=opp_784074d2-b2f2-4d7b-a6a9-a45afe993820_65769d95&bhcl_id=8f04b91d-d708-4271-babb-b03b0fc1ba0e_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">The AI Report</a>, trusted by 400,000+ professionals at Google, Microsoft, and OpenAI. Get daily insights, tools, and strategies to master practical AI skills that drive results.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://magic.beehiiv.com/v1/31a7c576-0eb2-4ef3-abc7-bc75ede786fe?email={{email}}&utm_source=beehiiv&utm_campaign={{publication_name_param}}_{{publication_alphanumeric_id}}&_bhiiv=opp_784074d2-b2f2-4d7b-a6a9-a45afe993820_65769d95&bhcl_id=8f04b91d-d708-4271-babb-b03b0fc1ba0e_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Sign up now for free and work smarter, not harder.</a></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:left;">Practical Tips for Getting Started</h2><p class="paragraph" style="text-align:left;">Feeling overwhelmed by AI? </p><p class="paragraph" style="text-align:left;">Here&#39;s your action plan:</p><ol start="1"><li><p class="paragraph" style="text-align:left;">Start with <a class="link" href="https://www.make.com/en/register?pc=edkrystosik&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow">make.com</a> (they have a robust free tier) to experiment with AI automation</p></li><li><p class="paragraph" style="text-align:left;">Focus on specific, repetitive tasks you want to improve</p></li><li><p class="paragraph" style="text-align:left;">Identify your current tools and potential AI integration points</p></li><li><p class="paragraph" style="text-align:left;">Begin with small experiments and build from there</p></li></ol><h2 class="heading" style="text-align:left;">The Future of AI in Content Creation</h2><p class="paragraph" style="text-align:left;">The landscape is evolving rapidly, but here&#39;s what to watch for:</p><ul><li><p class="paragraph" style="text-align:left;">AI will become more sophisticated at mimicking human writing</p></li><li><p class="paragraph" style="text-align:left;">The importance of creator-reader relationships will grow</p></li><li><p class="paragraph" style="text-align:left;">Platforms will get better at identifying and managing AI-generated content</p></li><li><p class="paragraph" style="text-align:left;">New tools like Google&#39;s Notebook LM will enable better content management</p></li></ul><h2 class="heading" style="text-align:left;">Final Thoughts</h2><p class="paragraph" style="text-align:left;">The future of publishing isn&#39;t about AI replacing human creativity - it&#39;s about finding the sweet spot where technology enhances our natural abilities. </p><p class="paragraph" style="text-align:left;">As I mentioned in the podcast, your unique voice and relationship with readers will always be your strongest asset.</p><p class="paragraph" style="text-align:left;">-Ed</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;">P.S. Whenever you’re ready, here’s how I can help grow your business:</p><ul><li><p class="paragraph" style="text-align:left;">If you’re reading this online, <span style="color:rgb(44, 129, 229);"><span style="text-decoration:underline;"><i><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=how-does-ai-fit-into-the-content-economy" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(12, 74, 110)">join over 2,200+ subscribers</a></i></span></span> receiving regular emails helping them build, automate, and grow their business with AI.</p></li><li><p class="paragraph" style="text-align:left;">If you’re struggling to grow your business with AI, click <span style="text-decoration:underline;"><i><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=referral&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(12, 74, 110)">HERE</a></i></span> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=30be8f96-fd3c-4dff-8e98-91892cb0099b&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 Meta&#39;s AI Users Are Coming - What It Means for Your Business</title>
  <description>Your Guide to Navigating Social Media&#39;s Next Big Shift (and Why It Actually Matters for Your Bottom Line)</description>
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  <link>https://newsletter.edkrystosik.com/p/meta-ai-users-are-coming-what-it-means-for-your-business</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/meta-ai-users-are-coming-what-it-means-for-your-business</guid>
  <pubDate>Thu, 16 Jan 2025 12:13:00 +0000</pubDate>
  <atom:published>2025-01-16T12:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hey there. Ed here.</p><p class="paragraph" style="text-align:left;">Hey there! Ed here.</p><p class="paragraph" style="text-align:left;">I spent this past weekend in Silicon Valley celebrating my nephew&#39;s second birthday. </p><p class="paragraph" style="text-align:left;">While I was there, I had one of those perfect &quot;small world&quot; moments – running into an old friend who works as a developer at Meta. </p><p class="paragraph" style="text-align:left;">We hadn&#39;t seen each other since before the AI boom really took off, and as we caught up, our conversation naturally turned to the latest industry news.</p><p class="paragraph" style="text-align:left;">Talk about perfect timing – I&#39;d been planning to write about Meta&#39;s latest announcement that they&#39;re officially welcoming AI bots onto Facebook and Instagram. </p><p class="paragraph" style="text-align:left;">Remember the good old days when spotting a bot account was child&#39;s play? </p><p class="paragraph" style="text-align:left;">Well, those days are about to become nostalgic memories. </p><p class="paragraph" style="text-align:left;">Meta just made a game-changing announcement that will reshape how we think about social media presence – <span style="background-color:#e5ff00;">they&#39;re officially opening the floodgates for AI-generated accounts on Facebook and Instagram.</span></p><p class="paragraph" style="text-align:left;">As someone who spends their days helping businesses navigate the AI landscape, I have to tell you – this isn&#39;t just another Meta feature update. </p><p class="paragraph" style="text-align:left;">This is a fundamental shift in how social media will work, affecting your business whether you&#39;re ready or not.</p><h2 class="heading" style="text-align:left;">What&#39;s Actually Happening?</h2><p class="paragraph" style="text-align:left;">Meta is rolling out a feature that lets users create AI characters with their own profiles, bios, and the ability to generate and share content.<a href="#b-e4c9c2e1-3b8c-48f8-8d36-561249e102dd" target="_self" title="1 Forbes" data-skip-tracking="true"><sup style="-webkit-text-decoration:underline;text-decoration:underline;">1</sup></a></p><p class="paragraph" style="text-align:left;">Connor Hayes, Meta&#39;s VP of Product for generative AI, says they expect these AI accounts to exist alongside human accounts, just like any other user.<a href="#b-830c09a6-0c50-4ef7-8bd4-60251b0fc5a0" target="_self" title="2 eMarketer" data-skip-tracking="true"><sup style="-webkit-text-decoration:underline;text-decoration:underline;">2</sup></a></p><p class="paragraph" style="text-align:left;">Think about that for a second – AI entities posting, sharing, and interacting just like your human customers do.</p><p class="paragraph" style="text-align:left;"><b>Here&#39;s the kicker:</b> hundreds of thousands of these AI characters have already been created (though most are currently private). This isn&#39;t a future possibility – it&#39;s happening right now.</p><h2 class="heading" style="text-align:left;">The Business Opportunity You Might Be Missing</h2><p class="paragraph" style="text-align:left;">While many are focusing on the potential risks (we&#39;ll get to those), I&#39;m seeing some fascinating opportunities for SMBs:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>AI-Powered Customer Service at Scale:</b> Your business could create multiple AI personalities tailored to different customer segments, providing 24/7 engagement without a large support team overhead.</p></li><li><p class="paragraph" style="text-align:left;"><b>Content Creation Amplification:</b> Imagine having AI characters that can generate and share content aligned with your brand voice, multiplying your content output while maintaining consistency.</p></li><li><p class="paragraph" style="text-align:left;"><b>Market Research and Engagement Testing:</b> These AI accounts could help you test different messaging approaches and gather insights about what resonates with your audience.</p></li></ol><h2 class="heading" style="text-align:left;">The Elephant in the Room: Risks and Challenges</h2><p class="paragraph" style="text-align:left;">Let&#39;s be real for a moment. The potential for misuse is significant. </p><p class="paragraph" style="text-align:left;">Only 29% of young adults (18-24) currently use AI chatbots, and there&#39;s a reason for that hesitation. GenAI models can spread misinformation, and an influx of human-like AI accounts could amplify harmful content.</p><p class="paragraph" style="text-align:left;"><b>For your business, this means:</b></p><ul><li><p class="paragraph" style="text-align:left;">You&#39;ll need clear policies about how you&#39;ll use (or not use) AI accounts</p></li><li><p class="paragraph" style="text-align:left;">Transparency with your audience about which accounts are AI-powered</p></li><li><p class="paragraph" style="text-align:left;">Strong content monitoring systems to prevent AI-generated mishaps</p></li></ul><h2 class="heading" style="text-align:left;">What Should You Do Right Now?</h2><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Start Planning Your AI Identity Strategy:</b> Don&#39;t wait until everyone else is doing it. Begin thinking about how AI personalities could represent your brand authentically.</p></li><li><p class="paragraph" style="text-align:left;"><b>Focus on Human Connection:</b> Double down on genuine human engagement. As AI accounts become more common, authentic human interaction will become even more valuable.</p></li><li><p class="paragraph" style="text-align:left;"><b>Stay Informed Meta:</b> hasn&#39;t clarified all the rules yet (like how these accounts will be labeled or how many one user can create). Keep an eye on these developments.</p></li></ol><h2 class="heading" style="text-align:left;">Looking Ahead</h2><p class="paragraph" style="text-align:left;">This isn&#39;t just about Meta – it&#39;s about the future of digital interaction. TikTok (at least in it’s pre-Jan 19th form) is already rolling out features similar to those of their Symphony suite, and other platforms will follow. </p><p class="paragraph" style="text-align:left;">The businesses that thrive will be those that find the sweet spot between AI efficiency and human authenticity.</p><p class="paragraph" style="text-align:left;">Remember, the goal isn&#39;t to replace human interaction but to enhance it. </p><p class="paragraph" style="text-align:left;">As your AI automation partner, we at RAC Projects AI are already working on strategies to help businesses navigate this new landscape effectively.</p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><i>P.S. Want to get ahead of the curve on an AI social media strategy? </i><a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow"><i>Book your free strategy call</i></a><i> with our team to discuss how we can help your business prepare for this new era of social media. </i></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;">P.S. Whenever you’re ready, here’s how I can help grow your business:</p><ul><li><p class="paragraph" style="text-align:left;">If you’re reading this online, <span style="text-decoration:underline;"><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 2,200+ subscribers</a></span> receiving regular emails helping them build, automate, and grow their business with AI.</p></li><li><p class="paragraph" style="text-align:left;">If you’re struggling to grow your business with AI, click <a class="link" href="https://api.racprojects.ai/widget/booking/VqBO5BZ0SGXGELwyn9nm?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;">HERE</span></a> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div><p class="paragraph" style="text-align:left;"></p><div style="border-top:2px solid #272A2F1A;padding:15px;"><p id="b-e4c9c2e1-3b8c-48f8-8d36-561249e102dd"><span style="font-variant-numeric:tabular-nums;text-decoration:underline;text-underline-offset:2px;">1</span>&nbsp; <a class="link" href="https://www.forbes.com/sites/chriswestfall/2025/01/02/meta-opens-floodgates-on-ai-generated-accounts-on-facebook-instagram/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow">Forbes</a></p><p id="b-830c09a6-0c50-4ef7-8bd4-60251b0fc5a0"><span style="font-variant-numeric:tabular-nums;text-decoration:underline;text-underline-offset:2px;">2</span>&nbsp; <a class="link" href="https://www.emarketer.com/content/facebook-instagram-introduce-ai-bot--user--accounts-10?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=meta-s-ai-users-are-coming-what-it-means-for-your-business" target="_blank" rel="noopener noreferrer nofollow">eMarketer</a></p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=d7b91272-f8ce-4f24-8570-376efd1f8adf&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 Are You Accidentally Leaking Data with AI? Here&#39;s How to Protect It.</title>
  <description></description>
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  <link>https://newsletter.edkrystosik.com/p/are-you-accidentally-leaking-data-with-ai-here-s-how-to-protect-it</link>
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  <pubDate>Thu, 12 Dec 2024 11:13:00 +0000</pubDate>
  <atom:published>2024-12-12T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;">Hi there,</p><p class="paragraph" style="text-align:left;">Ed here.</p><p class="paragraph" style="text-align:left;">Just because regulatory bodies haven’t yet given explicit instructions on how sensitive customer and company data can be utilized in AI tools, it doesn’t mean you can just “wild west” it and hope for the best.</p><p class="paragraph" style="text-align:left;">Companies have been painfully slow to adopt standards and practices for AI use. That’s just the nature of most companies with new technology. </p><p class="paragraph" style="text-align:left;">That’s a recipe for disaster when mixed with innovative business owners. 🧑‍🍳</p><p class="paragraph" style="text-align:left;">As business owners, we have access to a broader set of data than most other people in our companies since we are involved in almost every aspect of our businesses.</p><p class="paragraph" style="text-align:left;">I think we need a stark reminder that as we increasingly leverage AI tools in our business endeavors, ensuring the privacy and security of sensitive data is more critical than ever. 📊🛡️</p><h3 class="heading" style="text-align:left;" id="the-risks-of-ai-and-data-privacy">The Risks of AI and Data Privacy </h3><p class="paragraph" style="text-align:left;">AI does fantastic things with raw data and reference materials.</p><p class="paragraph" style="text-align:left;">However, without proper precautions, AI tools could potentially expose or misuse this proprietary company data or personally identifiable information (PII).</p><p class="paragraph" style="text-align:left;">Beyond the ethical implications, data breaches can lead to legal consequences like GDPR violations and erode public trust.</p><p class="paragraph" style="text-align:left;">As the Principles of our businesses, we must protect our customers&#39; private information and our companies&#39; confidential data while responsibly leveraging AI&#39;s benefits.</p><p class="paragraph" style="text-align:left;">Safeguarding Customer Information Customer data like full names, contact details, financial information, and purchase histories must be kept private. Before feeding any customer data to AI models, take steps to remove or conceal sensitive information:</p><ul><li><p class="paragraph" style="text-align:left;">Replace real names with pseudonyms</p></li><li><p class="paragraph" style="text-align:left;">Remove emails, phone numbers, and other contact info</p></li><li><p class="paragraph" style="text-align:left;">Only provide the minimum customer data required</p></li><li><p class="paragraph" style="text-align:left;">Only include necessary proprietary company data when absolutely necessary</p></li></ul><p class="paragraph" style="text-align:left;">Additionally, be transparent about your AI usage by updating privacy policies and obtaining proper permissions through explicit consent from customers.</p><h3 class="heading" style="text-align:left;" id="protecting-proprietary-company-data">Protecting Proprietary Company Data </h3><p class="paragraph" style="text-align:left;">Confidential business information, such as financial reports, product roadmaps, market strategies, and source code, also requires careful handling.</p><p class="paragraph" style="text-align:left;">I approach company data the same way I approach customer data. I clean the data before I feed proprietary information into a Large Language Model (LLM=AI).</p><p class="paragraph" style="text-align:left;">As a best practice, clearly label and isolate confidential data from public training data sources. This means removing or changing specific names, places, and other information that could inadvertently leak into the model’s training data (more on that in a minute).</p><h3 class="heading" style="text-align:left;" id="navigating-rules-regulations-ethics">Navigating Rules, Regulations & Ethics </h3><p class="paragraph" style="text-align:left;">Be aware of data privacy laws like GDPR and CCPA that restrict the processing of personal data, as well as ethical AI principles around consent, transparency, fairness, and accountability.</p><ul><li><p class="paragraph" style="text-align:left;">Collaborate early and often with legal, security, and ethics experts.</p></li><li><p class="paragraph" style="text-align:left;">Conduct risk assessments and data protection impact analyses for AI projects.</p></li><li><p class="paragraph" style="text-align:left;">Have processes to address AI bias, explain decisions, and allow for human overrides when needed.</p></li></ul><h3 class="heading" style="text-align:left;" id="proactively-secure-the-data-you-sha">Proactively Secure the Data You Share with OpenAI (ChatGPT)! </h3><p class="paragraph" style="text-align:left;">As I mentioned earlier, you should try to ensure that the data you enter into an AI tool isn’t included in its future training data (this is a grey area; Google “AI training data lawsuits” if you need help falling asleep tonight).</p><p class="paragraph" style="text-align:left;">Ethics and law aside, you should at least do your best to protect your data.</p><p class="paragraph" style="text-align:left;">As an example, here’s how to request the information exchanged with ChatGPT isn&#39;t included in OpenAI’s training set:</p><p class="paragraph" style="text-align:left;">OpenAI provides a privacy request portal where you can view past requests and submit new ones to access or delete your data:</p><p class="paragraph" style="text-align:left;"><b>Use this link to submit a data privacy request: </b><b><a class="link" href="https://privacy.openai.com/policies?modal=select-subject&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=are-you-accidentally-leaking-data-with-ai-here-s-how-to-protect-it" target="_blank" rel="noopener noreferrer nofollow">[Submit a Data Exclusion Request to OpenAI]</a></b></p><div class="image"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/39a1af66-665d-4b81-a62e-202d65e5e432/Screenshot_2024-12-11_9.07.17_PM.png?t=1733980344"/></div><p class="paragraph" style="text-align:left;">From there, you can submit a request to exclude your conversations from OpenAI’s training data explicitly. </p><p class="paragraph" style="text-align:left;">They certainly don’t make it easy!</p><p class="paragraph" style="text-align:left;">But that tells me there’s value for OpenAI in having access to our conversations. So take active steps to take back control of your data!</p><h3 class="heading" style="text-align:left;" id="take-action">Take Action! </h3><p class="paragraph" style="text-align:left;">I encourage you to review your current data handling practices for potential risks from AI adoption.</p><p class="paragraph" style="text-align:left;">Work closely with your IT, security, and legal teams to properly classify data and implement proper technical, operational, and governance safeguards.</p><p class="paragraph" style="text-align:left;">Be proactive about building secure and responsible AI practices from the start.</p><p class="paragraph" style="text-align:left;">I look forward to your experiences balancing innovation with data privacy and protection.</p><p class="paragraph" style="text-align:left;">Let me know if you have any other questions!</p><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><p class="paragraph" style="text-align:left;"></p><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><p class="paragraph" style="text-align:left;">OK. That’s all. Talk to you next week.</p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">Ed Krystosik - Co-founder of RAC Projects AI, <br>an AI Automation Agency for Business Growth</p><p class="paragraph" style="text-align:left;">P.S. Whenever you’re ready, here’s how I can help grow your business:</p><ul><li><p class="paragraph" style="text-align:left;">If you’re reading this online, join over 1,861+ business owners receiving regular emails helping them build, automate, and grow their business with AI.</p></li><li><p class="paragraph" style="text-align:left;">If you’re struggling to grow your business, create content, generate & manage leads with AI, click <a class="link" href="https://www.racprojects.ai?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=are-you-accidentally-leaking-data-with-ai-here-s-how-to-protect-it" target="_blank" rel="noopener noreferrer nofollow">HERE</a> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</p></li></ul><p class="paragraph" style="text-align:left;">Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</p><p class="paragraph" style="text-align:left;">Keep building.</p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=c6191723-bcc4-4ff2-b9c5-2fd673b81919&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>I’ve never offered this tool outside our “Business In A Box” service, which we sell to our highest-end clients for $5,000. </title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/i-ve-never-offered-this-tool-outside-our-business-in-a-box-service</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/i-ve-never-offered-this-tool-outside-our-business-in-a-box-service</guid>
  <pubDate>Mon, 02 Dec 2024 13:15:15 +0000</pubDate>
  <atom:published>2024-12-02T13:15:15Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;">Hey. It&#39;s Ed Krystosik. I write The CAIO newsletter.</p><p class="paragraph" style="text-align:left;">My client proposals were terrible When I started my AI automation agency.</p><p class="paragraph" style="text-align:left;">They were boilerplate. They were self-serving. I wasn’t trying to solve my potential client’s problems; I was trying to get them to buy my services. </p><p class="paragraph" style="text-align:left;">The potential client didn’t care. No sale. Rinse and repeat.</p><p class="paragraph" style="text-align:left;"><i>Can you see my blind spot?</i></p><p class="paragraph" style="text-align:left;">I offered cutting-edge AI services and wrote proposals manually. In Quickbooks. Without personalization. A very 2010 way of doing business. </p><p class="paragraph" style="text-align:left;">So I got with my team, and we set to work developing a system that would allow us to conduct the type of sales calls we wanted to conduct: discovery calls where the entire call was spent uncovering the potential client’s problems, needs, and struggles. NOT SELLING.</p><p class="paragraph" style="text-align:left;">Then, the <b>AI-powered Discovery Call Proposal Tool</b> we developed prepared a fully personalized, targeted proposal using the potential client’s own words to solve their exact problems by crafting our offerings to their needs, not ours — nearly instantly.</p><p class="paragraph" style="text-align:left;">It changed our entire sales process.</p><p class="paragraph" style="text-align:left;">This tool has saved me and my team 100s of hours preparing client proposals. </p><p class="paragraph" style="text-align:left;"><b>With just this one tool, we improved our close rate by 38%. </b></p><p class="paragraph" style="text-align:left;">The best part is that it’s not another SaaS subscription. We own it, don’t pay insane LLM token markups, and evolve it over time to meet our specific needs. </p><p class="paragraph" style="text-align:left;">When you use your potential client’s own words to craft a hyper-targeted offer that specifically addresses their pain, you win deals.</p><p class="paragraph" style="text-align:left;">If you use their words to craft your offer, you will:</p><ul><li><p class="paragraph" style="text-align:left;">spend less time writing proposals that go nowhere</p></li><li><p class="paragraph" style="text-align:left;">land bigger deals at a higher rate</p></li><li><p class="paragraph" style="text-align:left;">make more money</p></li></ul><p class="paragraph" style="text-align:left;">And because of that impact, I’ve never offered this tool outside our “Business In A Box” service, which we sell to our highest-end clients for $5,000. This is secret sauce type stuff.</p><p class="paragraph" style="text-align:left;">But this week, I&#39;m offering it for only $197 to readers of The CAIO, my private community of AI-enabled business owners.</p><p class="paragraph" style="text-align:left;"><b>You get: </b></p><ul><li><p class="paragraph" style="text-align:left;">The tool blueprints (this is a SaaS you own)</p></li><li><p class="paragraph" style="text-align:left;">The exact prompts I use to write hyper-targeted proposals</p></li><li><p class="paragraph" style="text-align:left;">The execution database (the data is yours, so don’t share it with a tech company!)</p></li></ul><p class="paragraph" style="text-align:left;"><span style="background-color:#C0C0C0;">PLUS, I’m including a 1 hour 1:1 setup call — FREE (my 1:1 AI consultations usually start at $99/hr+).</span></p><p class="paragraph" style="text-align:left;">Next week, I’ll share this with all my followers at $399 <b>without</b> the 1-hour setup call. </p><p class="paragraph" style="text-align:left;">I think this tool will change your business. And, if it doesn&#39;t, just ask for a refund, and you&#39;ll get it.</p><p class="paragraph" style="text-align:left;">Try it now: <a class="link" href="https://racprojects.gumroad.com/l/AI-Discovery-Call-Proposal-Bot/CAIO?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=i-ve-never-offered-this-tool-outside-our-business-in-a-box-service-which-we-sell-to-our-highest-end-clients-for-5-000" target="_blank" rel="noopener noreferrer nofollow"><b>AI-powered Discovery Call Proposal Tool</b></a></p><p class="paragraph" style="text-align:left;"><b>Best case scenario:</b> your proposals will improve and you’ll save a TON of time. And if that happens, your business will grow.</p><p class="paragraph" style="text-align:left;"><b>Worst case:</b> you hate it and get a refund.</p><p class="paragraph" style="text-align:left;">Our top clients use it. You&#39;re next — <a class="link" href="https://racprojects.gumroad.com/l/AI-Discovery-Call-Proposal-Bot/CAIO?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=i-ve-never-offered-this-tool-outside-our-business-in-a-box-service-which-we-sell-to-our-highest-end-clients-for-5-000" target="_blank" rel="noopener noreferrer nofollow">https://racprojects.gumroad.com/l/AI-Discovery-Call-Proposal-Bot/CAIO</a></p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=5743f223-3bfe-4dea-b2ef-9f695bda5da4&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 Complex vs. Complicated - Happy Thanksgiving</title>
  <description>Intelligence isn&#39;t that impressive. Consciousness is very impressive</description>
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  <link>https://newsletter.edkrystosik.com/p/the-ai-gold-rush-is-on-and-how-not-to-build-your-ai-leverage-on-quicksand-f761d3320f651443</link>
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  <pubDate>Thu, 28 Nov 2024 11:13:00 +0000</pubDate>
  <atom:published>2024-11-28T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hi there, Ed here.</p><p class="paragraph" style="text-align:left;">[This short newsletter is an adaptation of an issue I wrote in March of this year. It felt like a good time to share these thoughts again going into the new year. The four-part series on lead flow management starts next week—Happy Thanksgiving.]</p><h2 class="heading" style="text-align:center;"><b>Complex vs. Complicated.</b></h2><div class="image"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1b431ef3-a1e4-4487-99f2-c81d86a66520/pizza.jpg?t=1732769585"/></div><p class="paragraph" style="text-align:left;">I was listening to an excellent podcast (You Made it Weird w/ Pete Holmes) on a flight the other day.</p><p class="paragraph" style="text-align:left;">Comedian Jimmy Carr was the guest, and very near the end of the episode, Pete asked Jimmy what he thought about AI and how it would affect how we work.</p><p class="paragraph" style="text-align:left;">Jimmy’s answer made me pause the episode and think deeply about how I believe AI fits into our entrepreneurial endeavors.</p><p class="paragraph" style="text-align:left;"><b>Here’s what Jimmy said:</b></p><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;">“Intelligence isn&#39;t that impressive. Consciousness is very impressive.</p><p class="paragraph" style="text-align:left;">Because there are complex problems, and there are complicated problems. It&#39;s complicated to put a man on the moon. Give me complicated all day. It&#39;s just the next step. It&#39;s the left brain; it&#39;s lots and lots of things in a row. No matter how many things in a row, we know what comes next.</p><p class="paragraph" style="text-align:left;">Complex is impossible to know. To know [if] is there a God, what happens after we die, which sports team will win, is complex, not complicated.</p><p class="paragraph" style="text-align:left;">AI is very good at the complicated.</p><p class="paragraph" style="text-align:left;">And I think [AI] will simplify our lives.”</p><figcaption class="blockquote__byline"> Jimmy Carr, Comedian </figcaption></blockquote></div><p class="paragraph" style="text-align:left;"> What he said solidified what we’ve been discussing in this community.</p><p class="paragraph" style="text-align:left;">AI will most certainly do the heavy lifting in our daily lives, completing complicated, mundane tasks (and aiding with some interesting ones) without complaining or tiring.</p><p class="paragraph" style="text-align:left;">But AI isn&#39;t even close to competing with humans when it comes to the skills that successful, fulfilled entrepreneurs excel at, like empathy, reasoning, creativity, and relationship building—the complex stuff. </p><p class="paragraph" style="text-align:left;">And I would bet a good portion of my revenue that AI won’t for a long time—maybe ever.</p><p class="paragraph" style="text-align:left;">That’s why I’m focusing on using AI to fill in the gaps between traditional workflow automation and preparing information for the complex tasks humans excel at.</p><p class="paragraph" style="text-align:left;">I believe the real gains will happen if we consider AI a helper rather than a technology that will replace the valuable work we do every day.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><b>Speaking of…</b></p><p class="paragraph" style="text-align:left;">One of those complicated AND complex tasks we do every day is marketing. AI is a crucial tool to master if you’re going to compete in today’s market. My friend Mike Fishbein writes an excellent newsletter that I get a lot of value from every week. Give it a read, I think you’ll agree —</p><div class="recommendation"><figure class="recommendation__logo"><img alt="AI Marketing Brief" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/publication/logo/1ff797aa-5eb7-46db-b7ad-60d5c931dee2/AI_Marketing_Brief_Beehiiv_Newsletter_Logo__4_.png"/></figure><h3 class="recommendation__title"> AI Marketing Brief </h3><p class="recommendation__description"> Get the latest news and resources in AI for marketing. Join 1,000+ marketers who read 5-minute briefs every Friday. </p><a class="recommendation__link" href="https://magic.beehiiv.com/v1/1ff797aa-5eb7-46db-b7ad-60d5c931dee2?recommendation_id=de91b644-94a6-4882-bd3f-ed6b2652841d&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-happy-thanksgiving"> Subscribe </a></div><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. I&#39;ll talk to you next week when we will get into the four-part series on lead flow management using AI. There are plenty of templates and explainer videos to come!</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-happy-thanksgiving" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 1,061+</a></b></span><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-happy-thanksgiving" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)"> </a></b><b>business owners receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business, create content, generate & manage leads with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://calendly.com/ed-racprojects/30min?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-happy-thanksgiving" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><b>A special offer for my readers:</b></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h3 class="heading" style="text-align:left;" id="your-best-year-starts-here">Your best year starts here</h3><div class="image"><a class="image__link" href="https://www.honeybook.com/lp/2025-january-jumpstart?utm_source=beehiiv_MSP&utm_medium=partner&utm_campaign=janjumpstart_2025_{{publication_alphanumeric_id}}&_bhiiv=opp_67518257-c2aa-4e3b-a48f-1bc52140ba86_d65b9051&bhcl_id=785d028f-472a-421d-889b-46b75836b1bb_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1d696260-79c4-47a4-8517-ea34d18b506d/JanuaryJumpstart_BeehiivVB_1200x600.png?t=1735931174"/></a></div><p class="paragraph" style="text-align:left;">Make 2025 your most successful year yet. Join <a class="link" href="https://www.honeybook.com/lp/2025-january-jumpstart?utm_source=beehiiv_MSP&utm_medium=partner&utm_campaign=janjumpstart_2025_{{publication_alphanumeric_id}}&_bhiiv=opp_67518257-c2aa-4e3b-a48f-1bc52140ba86_d65b9051&bhcl_id=785d028f-472a-421d-889b-46b75836b1bb_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HoneyBook</a> in January to jumpstart your business with all the tools you need to manage client relationships—Plus a chance to win $10,000 in prizes.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.honeybook.com/lp/2025-january-jumpstart?utm_source=beehiiv_MSP&utm_medium=partner&utm_campaign=janjumpstart_2025_{{publication_alphanumeric_id}}&_bhiiv=opp_67518257-c2aa-4e3b-a48f-1bc52140ba86_d65b9051&bhcl_id=785d028f-472a-421d-889b-46b75836b1bb_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Start a free trial to enter</a></p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=1f6b3a9c-f69f-4bb0-a727-6a8b45531f11&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>We spend so much time and money trying to get leads that we often neglect the crucial steps required to close them RELIABLY. </title>
  <description>Too many business owners are like the dog in the adage, “The dog never considers what he’ll do if he ever catches the car.”</description>
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  <link>https://newsletter.edkrystosik.com/p/the-ai-gold-rush-is-on-and-how-not-to-build-your-ai-leverage-on-quicksand-2454241eaf90e47f</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/the-ai-gold-rush-is-on-and-how-not-to-build-your-ai-leverage-on-quicksand-2454241eaf90e47f</guid>
  <pubDate>Thu, 21 Nov 2024 11:13:00 +0000</pubDate>
  <atom:published>2024-11-21T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hi there. Ed here.</p><p class="paragraph" style="text-align:left;">If you’re like me, investing in lead generation is one of the most significant expenses in your business.</p><p class="paragraph" style="text-align:left;">But too many business owners are like the dog in the adage, “the dog never considers what he’ll do if he ever catches the car.”</p><div class="image"><img alt="" class="image__image" style="" src="https://s3.us-east-2.amazonaws.com/asset-uploads.agent.ai/fea73a2bea1776b1f789f6622b5eb747666c113d65613fc8ed1ef8c9_watermarket_raw_529c8eff-ba2e-4107-b8a8-82fce21e3bb6.jpg"/><div class="image__source"><a class="image__source_link" href="https://agent.ai/?referrer=cb8281674a3e400f&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=we-spend-so-much-time-and-money-trying-to-get-leads-that-we-often-neglect-the-crucial-steps-required-to-close-them-reliably" rel="noopener" target="_blank"><span class="image__source_text"><p>By the way, <a class="link" href="https://agent.ai/?referrer=cb8281674a3e400f&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=we-spend-so-much-time-and-money-trying-to-get-leads-that-we-often-neglect-the-crucial-steps-required-to-close-them-reliably" target="_blank" rel="noopener noreferrer nofollow">I used www.agent.ai to create</a><a class="link" href="https://agent.ai/?referrer=cb8281674a3e400f&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=we-spend-so-much-time-and-money-trying-to-get-leads-that-we-often-neglect-the-crucial-steps-required-to-close-them-reliably" target="_blank" rel="noopener noreferrer nofollow"> this meme.</a></p></span></a></div></div><p class="paragraph" style="text-align:left;">So, how effective (and structured) are your systems for nurturing and closing those leads once you have them?</p><p class="paragraph" style="text-align:left;"><b>The most common “system” I hear from new clients about their lead “management” is basically:</b></p><ol start="1"><li><p class="paragraph" style="text-align:left;">The lead arrives unstructured (email, DM, lead gen service).</p></li><li><p class="paragraph" style="text-align:left;">They reach out to the lead as soon as they have time.</p></li><li><p class="paragraph" style="text-align:left;">They follow up on some “schedule” for a few days or weeks.</p></li><li><p class="paragraph" style="text-align:left;">They mark the lead “lost”.</p></li><li><p class="paragraph" style="text-align:left;">They blame their frustration on getting bad leads.</p></li><li><p class="paragraph" style="text-align:left;">Repeat.</p></li></ol><p class="paragraph" style="text-align:left;">That’s how I used to do it as well.</p><p class="paragraph" style="text-align:left;">We spend so much time and money trying to get leads that we often neglect the crucial steps required to close them RELIABLY. </p><p class="paragraph" style="text-align:left;"><b>That’s where the AI comes in.</b></p><p class="paragraph" style="text-align:left;">Over the next few weeks, I will focus intensely on this vital part of running a successful business. Today, I want to start by giving an overview of some of the key systems I’ve implemented in my business or for clients that have made a massive difference in close rates (and saved a ton of human time in the process!).</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>AI-aided Client Proposals: </b>Creating individualized proposals is time-consuming and costly. I use a multi-agent AI system to take discovery call transcripts and create tailored proposals based on each potential client’s unique business needs.</p></li><li><p class="paragraph" style="text-align:left;"><b>AI-powered Personalized Email/SMS Outreach:</b> We’ve built AI-enabled CRMs for business owners to manage their leads with native AI outreach tools. Additional custom AI automation tools can seamlessly integrate as business needs change and grow. </p></li><li><p class="paragraph" style="text-align:left;"><b>Speed-to-Lead Outbound AI Voice Agents:</b> As I shared last week, if you can reach out to a lead within 5 minutes, you’re 21x more likely than if you want even 30 minutes. We’ve built a tool many of our clients use that guarantees an outbound AI voice agent will contact every new lead within 5 minutes if a human cannot. </p></li><li><p class="paragraph" style="text-align:left;"><b>Lead Magnets with AI Personalization:</b> Imagine if each lead received a lead magnet personalized to their individual needs. With AI and automation, I believe this will be the future of lead magnets. We haven’t had the opportunity to build this system out yet. If you’re interested in piloting a system like this, reply to this email, and let’s talk!</p></li></ol><p class="paragraph" style="text-align:left;"><b>To recap the concrete benefits we talked about last week and the ROI of using AI for lead management:</b></p><div class="image"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d9adb50c-888c-48ce-819a-5ee8b2bb98d8/napkin-selection__6_.png?t=1732171355"/></div><p class="paragraph" style="text-align:left;">So, let’s focus on leveraging AI to get our lead management process ready for a strong start to 2025!</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">Use AI as Your Personal Assistant</h3><div class="image"><a class="image__link" href="https://offers.hubspot.com/ai-delegation?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=10-1-2024&_bhiiv=opp_1ac7db24-15bd-43ca-a254-fceae3d3ca95_928b37de&bhcl_id=af372cf2-931a-4d33-8181-7697f8e3f789_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c521d531-3d72-4d2e-8230-5af712817a7d/4.jpg?t=1740768889"/></a></div><p class="paragraph" style="text-align:left;">Ready to save precious time and let AI do the heavy lifting? </p><p class="paragraph" style="text-align:left;">Save time and simplify your unique workflow with <a class="link" href="https://offers.hubspot.com/ai-delegation?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=10-1-2024&_bhiiv=opp_1ac7db24-15bd-43ca-a254-fceae3d3ca95_928b37de&bhcl_id=af372cf2-931a-4d33-8181-7697f8e3f789_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot’s highly anticipated AI Playbook</a>—your guide to smarter processes and effortless productivity.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/ai-delegation?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=10-1-2024&_bhiiv=opp_1ac7db24-15bd-43ca-a254-fceae3d3ca95_928b37de&bhcl_id=af372cf2-931a-4d33-8181-7697f8e3f789_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide today. </a></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder & CAIO of RAC Projects AI</b><br><b>An AI Automation Agency for High-ROI Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=we-spend-so-much-time-and-money-trying-to-get-leads-that-we-often-neglect-the-crucial-steps-required-to-close-them-reliably" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)"><b>join over 1,052+ subscribers</b></a></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://calendly.com/ed-racprojects/30min?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=we-spend-so-much-time-and-money-trying-to-get-leads-that-we-often-neglect-the-crucial-steps-required-to-close-them-reliably" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=af09585c-d663-4e50-8152-26d93aca9d9a&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>AI Voice Agents and the &quot;Speed to Lead&quot; Opportunity You&#39;re Missing</title>
  <description></description>
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  <link>https://newsletter.edkrystosik.com/p/the-speed-to-lead-problem-solved</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/the-speed-to-lead-problem-solved</guid>
  <pubDate>Thu, 14 Nov 2024 11:13:00 +0000</pubDate>
  <atom:published>2024-11-14T11:13:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><span style="color:#008f72;">New Tool Release:</span></h2><p class="paragraph" style="text-align:left;">I’m excited to release our AI Readiness Tool, which will help you identify where your business is on the journey toward fully leveraging AI for growth and revenue generation. </p><div class="button" style="text-align:left;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="" href="https://spectacular-dodol-f2f528.netlify.app/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-voice-agents-and-the-speed-to-lead-opportunity-you-re-missing"><span class="button__text" style=""> Click Here to Access the Tool </span></a></div><h4 class="heading" style="text-align:left;" id="step-1-identify-real-business-probl"></h4></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hi there, Ed here.</p><p class="paragraph" style="text-align:left;">First off, so we’re all on the same page, &quot;Speed to lead&quot; refers to the time it takes for a business to respond to a potential customer after their initial inquiry.</p><p class="paragraph" style="text-align:left;">I recently built an AI voice agent system for a client who was obsessed with ensuring that every lead that came in through his marketing channels was contacted within 5 minutes. </p><p class="paragraph" style="text-align:left;">At first, I had no clue why this was so important to him, so I was shocked when he shared r<b>esearch from MIT that showed that you’re 21x more likely to have a conversation with a lead if you contact them within 5 minutes of them submitting a form</b>.</p><p class="paragraph" style="text-align:left;">He has a human sales team, but the economics of adding additional staff for times of high demand didn’t make sense. </p><p class="paragraph" style="text-align:left;">The AI Voice Agents we built picked up the slack when the human sales team was engaged elsewhere and guaranteed every lead was contacted within that crucial 5-minute window, drastically improving lead conversion.</p><h3 class="heading" style="text-align:left;">So, How Do AI Voice Agents Increase Conversion Rates?</h3><div class="image"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d1a4c96a-4a95-4dd5-afbe-b643192a7d9b/napkin-selection__4_.png?t=1731551972"/></div><ul><li><p class="paragraph" style="text-align:left;"><b>Instant Engagement:</b> AI Voice Agents can respond to leads immediately, 24/7, without delay.</p></li><li><p class="paragraph" style="text-align:left;"><b>Scalability:</b> These agents can handle hundreds of calls simultaneously, allowing businesses to significantly scale their lead generation efforts.</p></li><li><p class="paragraph" style="text-align:left;"><b>Consistency:</b> AI agents deliver consistent messaging and performance across all interactions, ensuring uniform quality.</p></li><li><p class="paragraph" style="text-align:left;"><b>Personalization:</b> Advanced AI can tailor conversations based on customer data and preferences, providing a more personalized experience.</p></li><li><p class="paragraph" style="text-align:left;"><b>Cost-Efficiency:</b> Automating initial lead interactions reduces operational costs while improving ROI.</p></li></ul><h3 class="heading" style="text-align:left;">What is the Impact on Conversion Rates?</h3><p class="paragraph" style="text-align:left;">Implementing AI Voice Agents for speed to lead can result in substantial increases in your conversion rates:</p><ul><li><p class="paragraph" style="text-align:left;"><b>Improved Lead Quality:</b> Over 55% of businesses report enhanced lead quality when using conversational AI.</p></li><li><p class="paragraph" style="text-align:left;"><b>Higher Engagement:</b> Immediate response times capture leads when their interest is at its peak, increasing the likelihood of conversion.</p></li><li><p class="paragraph" style="text-align:left;"><b>Efficient Qualification:</b> AI agents can quickly qualify leads, ensuring that sales teams focus on the most promising prospects.</p></li><li><p class="paragraph" style="text-align:left;"><b>Continuous Availability:</b> 24/7 availability ensures no leads are missed, even outside business hours.</p></li></ul><h3 class="heading" style="text-align:left;">What’s My Strategy for Implementation?</h3><p class="paragraph" style="text-align:left;">To effectively leverage AI Voice Agents to improve “speed to lead,” you need to:</p><ul><li><p class="paragraph" style="text-align:left;"><b>Define Clear Goals:</b> Identify specific areas in your sales funnel where AI agents can have the most impact.</p></li><li><p class="paragraph" style="text-align:left;"><b>Customize Conversational Flows:</b> Design AI interactions that align with your brand voice and qualification criteria.</p></li><li><p class="paragraph" style="text-align:left;"><b>Integrate with Existing Systems:</b> Ensure seamless integration with your CRM and other sales tools for efficient lead management.</p></li><li><p class="paragraph" style="text-align:left;"><b>Continuous Optimization:</b> Regularly analyze performance data and customer feedback to refine AI agent responses and strategies.</p></li><li><p class="paragraph" style="text-align:left;"><b>Combine with Human Touch:</b> Use AI for initial engagement and qualification, then smoothly transition to human agents for complex interactions or closing deals.</p></li></ul><div class="image"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2d2b6a83-d47a-4101-9f0a-fa2f0c5c9d60/napkin-selection__5_.png?t=1731553359"/></div><p class="paragraph" style="text-align:left;">By leveraging AI Voice Agents to drastically improve “speed to lead,” your business can capture potential customers at the peak of their interest, resulting in higher engagement rates and, ultimately, increased conversions.</p><p class="paragraph" style="text-align:left;">This technology enhances efficiency and gives you an edge over competitors in today&#39;s “right now” market.</p><p class="paragraph" style="text-align:left;"><b>Do you think your lead flow system could use some rocket fuel? </b><b><a class="link" href="https://calendly.com/ed-racprojects/30min?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-voice-agents-and-the-speed-to-lead-opportunity-you-re-missing" target="_blank" rel="noopener noreferrer nofollow">Get in touch</a></b><b> about building a solution for your business.</b></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;" id="receive-honest-news-today">Receive Honest News Today</h3><div class="image"><a class="image__link" href="https://l.join1440.com/bh?utm_source=beehiiv&utm_medium=cpc&utm_campaign={{publication_name_param}}_{{publication_alphanumeric_id}}&utm_content=prospecting_critical_thinkers&_bhiiv=opp_63b9093f-a5b2-4e44-b37d-c9b958c61e4e_1b75ca79&bhcl_id=b6f31dcc-8732-4e49-ad9f-80c3aed81c97_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b58a0446-83d9-4fc1-9d41-77b9932a56f9/02b522900c4ea44e4d1ea3090c3b4390.jpg?t=1715814841"/></a></div><p class="paragraph" style="text-align:left;">Join over 4 million Americans who start their day with 1440 – your daily digest for unbiased, fact-centric news. From politics to sports, we cover it all by analyzing over 100 sources. Our concise, 5-minute read lands in your inbox each morning at no cost. Experience news without the noise; let 1440 help you make up your own mind. Sign up now and invite your friends and family to be part of the informed.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://l.join1440.com/bh?utm_source=beehiiv&utm_medium=cpc&utm_campaign={{publication_name_param}}_{{publication_alphanumeric_id}}&utm_content=prospecting_critical_thinkers&_bhiiv=opp_63b9093f-a5b2-4e44-b37d-c9b958c61e4e_1b75ca79&bhcl_id=b6f31dcc-8732-4e49-ad9f-80c3aed81c97_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Sign up today!</a></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><b>Ed Krystosik</b><br><b>Co-founder of RAC Projects AI</b><br><b>AI Automation Agency for Business Growth</b></p><p class="paragraph" style="text-align:left;"><b>P.S. Whenever you’re ready, here’s how I can help grow your business:</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>If you’re reading this online, </b><span style="text-decoration:underline;"><b><a class="link" href="https://newsletter.edkrystosik.com/subscribe?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-voice-agents-and-the-speed-to-lead-opportunity-you-re-missing" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">join over 1,000+ subscribers</a></b></span><b> receiving regular emails helping them build, automate, and grow their business with AI.</b></p></li><li><p class="paragraph" style="text-align:left;"><b>If you’re struggling to grow your business with AI, click </b><span style="text-decoration:underline;"><b><a class="link" href="https://calendly.com/ed-racprojects/30min?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-voice-agents-and-the-speed-to-lead-opportunity-you-re-missing" target="_blank" rel="noopener noreferrer nofollow" style="color: rgb(44, 129, 229)">HERE</a></b></span><b> to learn more about RAC Projects AI, our full-service AI Business Process Automation agency.</b></p></li></ul><p class="paragraph" style="text-align:left;"><b>Hit reply and let me know what you found most helpful this week—I’d love to hear from you!</b></p><p class="paragraph" style="text-align:left;">Keep building.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=6c698c59-aa57-4156-b597-14816ad8f46f&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 AI Leaders Pulling Ahead | 05.16.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/ai-leaders-pulling-ahead-05-16-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/ai-leaders-pulling-ahead-05-16-24</guid>
  <pubDate>Thu, 16 May 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-05-16T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;"></p><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;">Hi there.</p><p class="paragraph" style="text-align:left;">Ed here.</p><p class="paragraph" style="text-align:left;"><b>This week, I’m writing to you from AI ground zero on a visit to Palo Alto, CA.</b></p><p class="paragraph" style="text-align:left;">When I launched my (unfortunately now defunct) IoT startup here in 2018, AI was just a dream, and IoT and Blockchain reigned supreme. </p><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;">Now, six years later, Silicon Valley is all in on AI!</span></p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5b5d61a8-2136-4c24-81e3-971293540166/Untitled_design__5_.png?t=1715919720"/><div class="image__source"><span class="image__source_text"><p>IoT Product Pitch at a Stanford PM Event in 2018</p></span></div></div><p class="paragraph" style="text-align:left;">However, with <a class="link" href="https://openai.com/index/spring-update/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-leaders-pulling-ahead-05-16-24" target="_blank" rel="noopener noreferrer nofollow">OpenAI releasing their GPT4o model</a> this week, it seems like everyone, from the engineers at Google to the database engineers at Stanford, is feeling the ground shift beneath their feet.</p><p class="paragraph" style="text-align:left;">There seems to be no solid ground in Silicon Valley right now. </p><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;">Just earth that Sam Altman hasn’t moved yet!</span></p><p class="paragraph" style="text-align:left;">That said, we project managers know that staying ahead of the technology curve is essential for driving business results. </p><p class="paragraph" style="text-align:left;">With artificial intelligence rapidly transforming all industries, the question is <b>no longer if but how</b> to leverage AI to supercharge your projects.</p><p class="paragraph" style="text-align:left;">This week, I read a study from Accenture on the &quot;Art of AI Maturity.&quot; It uncovers key insights that every project manager needs to know. </p><p class="paragraph" style="text-align:left;">The research assessed hundreds of companies on an AI Maturity scale, revealing a vast spectrum of AI readiness and performance across industries.</p><p class="paragraph" style="text-align:left;"><b>Here are my key takeaways:</b></p><h2 class="heading" style="text-align:left;"><b>Leaders Pulling Ahead</b></h2><p class="paragraph" style="text-align:left;">Strikingly, the research found that while over 60% of companies are experimenting with AI, only 12% are harnessing its full potential to achieve a significant competitive edge. </p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3baf2da5-54b5-42e6-8f94-38ac834cdcb1/Screenshot_2024-05-16_21.07.35.png?t=1715918926"/></div><p class="paragraph" style="text-align:left;">These top performers, dubbed &quot;AI Achievers,&quot; boast an average revenue growth of 50% higher than their peers.</p><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;">What sets the leaders apart? </span></p><p class="paragraph" style="text-align:left;">The study points to a combination of strategic focus, talented teams, robust technologies, and commitment to using AI responsibly. </p><p class="paragraph" style="text-align:left;">By excelling across these dimensions, AI Achievers reach a maturity score of 64 - nearly double the median score of 36.</p><h2 class="heading" style="text-align:left;"><b>AI Stakes Keep Rising</b></h2><p class="paragraph" style="text-align:left;">As AI weaves itself deeper into the business fabric, the stakes are only getting higher. </p><p class="paragraph" style="text-align:left;">Accenture predicts the share of AI Achievers will surge to 27% by the end of 2024 as investments pour in. </p><p class="paragraph" style="text-align:left;">Companies are betting big, with nearly half expecting to spend over 30% of their tech budgets on AI in two years.</p><p class="paragraph" style="text-align:left;">The business impact tells a compelling story: Companies discussing AI on earnings calls are 40% more likely to see share prices rise. </p><p class="paragraph" style="text-align:left;">From retail giants like Walgreens to automakers and tech firms, industries across the board are gearing up for an AI-powered future.</p><h2 class="heading" style="text-align:left;"><b>Your Path to AI Maturity</b></h2><p class="paragraph" style="text-align:left;">As a project manager, you have a pivotal role to play in your organization&#39;s AI journey. Here are three recommendations to get started:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Align AI with Business Strategy</b>: Partner with leadership to define a crisp AI vision tied to business goals. Prioritize high-impact use cases that create value for your stakeholders.</p></li><li><p class="paragraph" style="text-align:left;"><b>Assemble Balanced Teams</b>: Foster collaboration between AI thought leaders (like you!) and business users. Develop training to uplift your team&#39;s AI fluency while building governance to manage risks responsibly.</p></li><li><p class="paragraph" style="text-align:left;"><b>Pilot, Learn, Scale</b>: Start with agile pilots to test and learn. Continuously measure value, refine your tools, and scale what works. Embrace an experimentation mindset to uncover new opportunities.</p></li></ol><p class="paragraph" style="text-align:left;">By understanding the AI maturity landscape and taking concrete steps to power up your capabilities, you can harness this technology to deliver smarter, faster, better projects.</p><p class="paragraph" style="text-align:left;">Let’s learn together.</p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;"><i>Want to explore the finer details of assessing and advancing your organization&#39;s AI maturity? </i><i><a class="link" href="https://newsroom.accenture.com/news/2022/more-than-60-percent-of-companies-are-only-experimenting-with-ai-creating-significant-opportunities-for-value-on-their-journey-to-ai-maturity-accenture-research-finds?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-leaders-pulling-ahead-05-16-24" target="_blank" rel="noopener noreferrer nofollow">Check out the full report.</a></i></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:5px;border-style:solid;border-width:1px;margin:5.0px 5.0px 5.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:center;"><b>Valuable Things I Found This Week</b></h2><ul><li><p class="paragraph" style="text-align:left;">Microsoft and LinkedIn partnered on a “State of AI at Work” report. If you’re an overachiever, <a class="link" href="https://blogs.microsoft.com/blog/2024/05/08/microsoft-and-linkedin-release-the-2024-work-trend-index-on-the-state-of-ai-at-work/?li_fat_id=491e26f5-bd9f-4eee-b38d-b45957bd6974&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-leaders-pulling-ahead-05-16-24" target="_blank" rel="noopener noreferrer nofollow">read it here</a>. <b>If you’re busy at work</b>, I’ll cover what you need to know in next week’s newsletter.</p></li><li><p class="paragraph" style="text-align:left;">Anthropic, the brains behind Claude AI, <a class="link" href="https://console.anthropic.com/login?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-leaders-pulling-ahead-05-16-24" target="_blank" rel="noopener noreferrer nofollow">introduced a prompt generation tool</a> that helps you use natural language to build AWESOME prompts. <i>To use the tool, you must set up a free Claude Console account, which only takes 30 seconds. </i></p></li><li><p class="paragraph" style="text-align:left;">I’m a little late to this, but a few weeks ago, Atlassian announced that they are <a class="link" href="https://techcrunch.com/2024/05/01/jira-software-and-jira-work-management-become-one/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-leaders-pulling-ahead-05-16-24" target="_blank" rel="noopener noreferrer nofollow">combining their Jira and Jira Work Management platforms</a>. If you use either of these SaaS platforms to manage projects, it should help to simplify team collaboration. </p></li></ul></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider sharing it with a friend or colleague.</p><p class="paragraph" style="text-align:left;"><span style="color:rgb(53, 53, 53);font-family:-apple-system, BlinkMacSystemFont, sans-serif;font-size:17px;">Did someone forward this email to you?</span> 👉 <span style="text-decoration:underline;"><i>Subscribe Here.</i></span></p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was almost entirely by me, Ed, a human. Some content has been edited by AI for clarity and brevity.</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=f0354931-3711-46b4-becb-07b3f15f951a&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧  An AI Chatbot Accused Me of Being Flippant | 05.09.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/an-ai-chatbot-accused-me-of-being-flippant-05-09-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/an-ai-chatbot-accused-me-of-being-flippant-05-09-24</guid>
  <pubDate>Thu, 09 May 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-05-09T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;"></p><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;">Hi there.</p><p class="paragraph" style="text-align:left;">Ed here.</p><p class="paragraph" style="text-align:left;"><b>An AI chatbot accused me of being flippant and unsubstantive because of my disrespect for you, my fellow project manager 👇</b></p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1b5a83e2-a730-45f9-9c38-b7229bd5d07b/Screenshot_2024-05-05_11.43.23.png?t=1715215806"/><div class="image__source"><span class="image__source_text"><p>Claude thinks I am a flippant person 🤔</p></span></div></div><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;">I am sorry, lol. I have betrayed you.</span></p><p class="paragraph" style="text-align:left;">That “Fastest Things on Earth” graphic started floating around LinkedIn earlier this week, and it got me thinking about the constant barrage of absolutely certain “AI expertise” being “sold” in the marketplace of ideas. </p><p class="paragraph" style="text-align:left;">I listen to about a half-dozen podcasts each week and read over a dozen newsletters <b>from actual tech experts that focus specifically on use cases for AI in work. </b></p><p class="paragraph" style="text-align:left;"><b>A common theme in all of them is, “If you use AI today, you’ll be much better positioned to use AI in the future when it’s REALLY good.”</b></p><p class="paragraph" style="text-align:left;">Another common theme is, “AI is great. It will change how we operate fundamentally. I found a lot of cool uses for it already, but no one is sure how to use it 100% effectively yet.”</p><p class="paragraph" style="text-align:left;">And I find comfort in that sentiment. It’s OK not to be an AI expert yet.</p><p class="paragraph" style="text-align:left;">I know I’m not yet. And I’m OK with that. I strive to be just a little ahead of you so I can bring value to your work week.</p><p class="paragraph" style="text-align:left;">Think about all the people you know and work with who scoff at AI and say it’s cool but not that useful.</p><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;"><b>Imagine how far behind you they will be in one, two, or three years when AI is REALLY that good.</b></span></p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7cb263a8-eb1c-4682-8912-eed68a6a58ad/Dunning_Kruger.jpg?t=1715216851"/><div class="image__source"><span class="image__source_text"><p>Credit: The Optimum Drive</p></span></div></div><p class="paragraph" style="text-align:left;">The voices I listen to, read, and strive to bring to you each week are those who embrace the unknown, not defensively but with an open mind toward the bright future AI will bring for project managers. </p><p class="paragraph" style="text-align:left;">This path towards efficiency, accuracy, and better project outcomes with AI will be rocky, with starts and stops. </p><p class="paragraph" style="text-align:left;">AI can be super frustrating at times. And bordering on brilliant at others. </p><p class="paragraph" style="text-align:left;">In the end, by engaging AI with empathy (one of those soft skills we talk a lot about when highlighting the uniquely human qualities AI can’t replace), Claude and I came to an understanding. </p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a719ba80-f622-49b9-87e6-a7ddf9778e3e/Screenshot_2024-05-05_11.45.47.png?t=1715251317"/></div><p class="paragraph" style="text-align:left;"><b>I, for one, am excited about the journey (can I still use that word without people thinking AI wrote this sentence?)</b></p><p class="paragraph" style="text-align:left;">I hope you are, too.</p><p class="paragraph" style="text-align:left;">Let’s learn together.</p><p class="paragraph" style="text-align:left;">-Ed</p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;border-color:#008f72;border-radius:20px;border-style:dotted;border-width:1px;margin:0.0px 0.0px 0.0px 0.0px;padding:30.0px 30.0px 30.0px 30.0px;"><h2 class="heading" style="text-align:center;"><b>This Week’s AI Use Case</b></h2><hr class="content_break"><h3 class="heading" style="text-align:center;">Using AI Tools to Generate Meeting Minutes</h3><p class="paragraph" style="text-align:left;"><b>Benefits:</b></p><ul><li><p class="paragraph" style="text-align:left;">Saves time (up to 2 hours per hour-long meeting<a href="#b-46248531-07b9-4ed8-96b4-7c44719bb8a2" target="_self" title="1 PMI Institute" data-skip-tracking="true"><sup style="-webkit-text-decoration:underline;text-decoration:underline;">1</sup></a> )</p></li><li><p class="paragraph" style="text-align:left;">Allows you to actively participate in meetings rather than just take notes</p></li><li><p class="paragraph" style="text-align:left;">Identifies issues, action items, and who is responsible</p></li><li><p class="paragraph" style="text-align:left;">Creates audience-specific summaries</p></li><li><p class="paragraph" style="text-align:left;">More advanced tools offer additional features like real-time translation, sentiment analysis, and engagement metrics</p></li></ul><p class="paragraph" style="text-align:left;"><b>Actionable Steps:</b></p><ol start="1"><li><p class="paragraph" style="text-align:left;">Check if your current work tools (e.g., Microsoft Co-Pilot, Google Workspace, Slack) have built-in meeting note functions. If so, use these as a starting point.</p></li><li><p class="paragraph" style="text-align:left;">If you don&#39;t have access to built-in tools, choose a general-purpose AI tool (e.g., ChatGPT, Bard, Claude, Perplexity).</p></li><li><p class="paragraph" style="text-align:left;">Identify a low-stakes meeting where no confidential information will be shared to test the AI tool.</p></li><li><p class="paragraph" style="text-align:left;">Either use your collaboration platform&#39;s transcription feature or take rough notes as you normally would.</p></li><li><p class="paragraph" style="text-align:left;">Copy and paste the transcription or your notes into the AI tool and ask it to summarize the meeting.</p></li><li><p class="paragraph" style="text-align:left;">Review the summary and make any necessary edits or adjustments.</p></li><li><p class="paragraph" style="text-align:left;">Share the AI-generated summary with meeting participants and stakeholders.</p></li><li><p class="paragraph" style="text-align:left;">Continue experimenting with different prompts and approaches to optimize the AI tool for your specific needs and use cases.</p></li></ol><p class="paragraph" style="text-align:left;"><b>By following these steps, you can start leveraging AI to create meeting minutes more efficiently, freeing up time for active participation and driving your projects forward.</b></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"></p></div><div class="section" style="background-color:transparent;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider forwarding it to a friend or colleague.</p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was almost entirely by me, Ed, a human. Some content has been edited by AI for clarity and brevity.</p></div><p class="paragraph" style="text-align:left;"></p><div style="border-top:2px solid #272A2F1A;padding:15px;"><p id="b-46248531-07b9-4ed8-96b4-7c44719bb8a2"><span style="font-variant-numeric:tabular-nums;text-decoration:underline;text-underline-offset:2px;">1</span>&nbsp; <a class="link" href="https://www.linkedin.com/pulse/using-ai-tools-make-meeting-minutes-magic-pw2ze/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=an-ai-chatbot-accused-me-of-being-flippant-05-09-24" target="_blank" rel="noopener noreferrer nofollow">PMI Institute</a></p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=5b7c2c34-5595-4fb8-8165-8d0a3f1468e3&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 AI Data Security &amp; Privacy | 05.02.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/ai-data-security-privacy-05-02-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/ai-data-security-privacy-05-02-24</guid>
  <pubDate>Thu, 02 May 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-05-02T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;">Hi there, </p><p class="paragraph" style="text-align:left;">Ed here. </p><p class="paragraph" style="text-align:left;"><b>Just because your organization hasn’t given explicit instructions on how sensitive customer and company data can be utilized in AI tools, it doesn’t mean you can just “wild west” it and hope for the best.</b></p><p class="paragraph" style="text-align:left;">That kind of behavior is best left for Stakeholder communication and Gantt charts! (I’m joking, of course.)</p><p class="paragraph" style="text-align:left;"><b>Companies have been painfully slow to adopt standards and practices for AI use.</b> That’s just the nature of most companies with new technology. 📠</p><p class="paragraph" style="text-align:left;">That’s a recipe for disaster when mixed with innovative project managers. 🧑‍🍳</p><p class="paragraph" style="text-align:left;">As project managers, we have access to a broader set of data than probably most other people in our companies since we are involved in almost every aspect of our businesses.</p><p class="paragraph" style="text-align:left;">I think we need a stark reminder that as we increasingly leverage AI tools in our projects, ensuring the privacy and security of sensitive data is more critical than ever. 📊<span style="color:rgba(255, 255, 255, 0.9);font-family:-apple-system, system-ui, BlinkMacSystemFont, Segoe UI, Roboto, Helvetica Neue, Fira Sans, Ubuntu, Oxygen, Oxygen Sans, Cantarell, Droid Sans, Apple Color Emoji, Segoe UI Emoji, Segoe UI Emoji, Segoe UI Symbol, Lucida Grande, Helvetica, Arial, sans-serif;font-size:14px;">🛡️</span></p><h3 class="heading" style="text-align:left;" id="the-risks-of-ai-and-data-privacy">The Risks of AI and Data Privacy</h3><p class="paragraph" style="text-align:left;">AI does fantastic things with raw data and reference materials. </p><p class="paragraph" style="text-align:left;">However, without proper precautions, AI tools could potentially expose or misuse this proprietary company data or personally identifiable information (PII). </p><p class="paragraph" style="text-align:left;">Beyond the ethical implications, data breaches can lead to legal consequences like GDPR violations and erode stakeholder trust.</p><p class="paragraph" style="text-align:left;">As project managers, we must protect our customers&#39; private information and our companies&#39; confidential data while leveraging AI&#39;s benefits responsibly.</p><h3 class="heading" style="text-align:left;" id="safeguarding-customer-information">Safeguarding Customer Information</h3><p class="paragraph" style="text-align:left;">Customer data like full names, contact details, financial information, and purchase histories must be kept private. Before feeding any customer data to AI models, take steps to remove or conceal sensitive details:</p><ul><li><p class="paragraph" style="text-align:left;">Replace real names with pseudonyms</p></li><li><p class="paragraph" style="text-align:left;">Remove emails, phone numbers, and other contact info </p></li><li><p class="paragraph" style="text-align:left;">Only provide the minimum customer data required</p></li><li><p class="paragraph" style="text-align:left;">Only include necessary proprietary company data when absolutely necessary</p></li></ul><p class="paragraph" style="text-align:left;">Additionally, be transparent about your AI usage by updating privacy policies and obtaining proper permissions through explicit consent from customers.</p><h3 class="heading" style="text-align:left;" id="protecting-proprietary-company-data">Protecting Proprietary Company Data </h3><p class="paragraph" style="text-align:left;">Confidential business information, such as financial reports, product roadmaps, market strategies, and source code, also requires careful handling. </p><p class="paragraph" style="text-align:left;">I approach company data the same way I approach customer data. I clean the data before I feed proprietary information into a Large Language Model (LLM=AI). </p><p class="paragraph" style="text-align:left;">As a best practice, clearly label and isolate confidential data from public training data sources. This means removing or changing specific names, places, and other information that could inadvertently leak into the model’s training data (more on that in a minute).</p><h3 class="heading" style="text-align:left;" id="navigating-rules-regulations-ethics">Navigating Rules, Regulations & Ethics</h3><p class="paragraph" style="text-align:left;">Be aware of data privacy laws like GDPR and CCPA that restrict the processing of personal data, as well as ethical AI principles around consent, transparency, fairness, and accountability. </p><p class="paragraph" style="text-align:left;">Collaborate early and often with your company’s legal, security, and ethics experts. </p><p class="paragraph" style="text-align:left;">Conduct risk assessments and data protection impact analyses for AI projects. </p><p class="paragraph" style="text-align:left;">Have processes to address AI bias, explain decisions, and allow for human overrides when needed.</p><h3 class="heading" style="text-align:left;" id="proactively-secure-the-data-you-sha">Proactively Secure the Data You Share with OpenAI!</h3><p class="paragraph" style="text-align:left;">As I mentioned earlier, you should try to ensure that the data you enter into an AI tool isn’t included in its future training data (this is a grey area; Google “AI training data lawsuits” if you need help falling asleep tonight).</p><p class="paragraph" style="text-align:left;">Ethics and law aside, you should at least do your best to protect your data.</p><p class="paragraph" style="text-align:left;"><b>As an example, here’s how to request the information exchanged with ChatGPT isn&#39;t included in OpenAI’s training set:</b></p><p class="paragraph" style="text-align:left;">OpenAI provides a privacy request portal where you can view past requests and submit new ones to access or delete your data:</p><p class="paragraph" style="text-align:left;">[<a class="link" href="https://privacy.openai.com/policies?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" target="_blank" rel="noopener noreferrer nofollow">OpenAI Privacy Page</a>]</p><div class="image"><a class="image__link" href="https://privacy.openai.com/policies?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5682ecf0-89bd-4590-aa4a-7a97c7ec3e19/Screenshot_2024-05-01_19.38.10.png?t=1714615222"/></a></div><p class="paragraph" style="text-align:left;">From there, you can submit a request to exclude your conversations from OpenAI’s training data explicitly:</p><p class="paragraph" style="text-align:left;">[<a class="link" href="https://privacy.openai.com/policies?modal=select-subject&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" target="_blank" rel="noopener noreferrer nofollow">Submit a Data Exclusion Request to OpenAI</a>]</p><div class="image"><a class="image__link" href="https://privacy.openai.com/policies?modal=select-subject&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e8dae33a-e16f-44d8-8a1c-18b3719331b2/Screenshot_2024-05-01_19.38.00.png?t=1714615326"/></a></div><p class="paragraph" style="text-align:left;">They certainly don’t make it easy!</p><p class="paragraph" style="text-align:left;">But that tells me there’s value for OpenAI in having access to our conversations. So take active steps to take back control of your data!</p><h3 class="heading" style="text-align:left;" id="take-action">Take Action!</h3><p class="paragraph" style="text-align:left;">I encourage you to review your current data handling practices for potential risks from AI adoption. </p><p class="paragraph" style="text-align:left;">Work closely with your IT, security, and legal teams to properly classify data and implement proper technical, operational, and governance safeguards. </p><p class="paragraph" style="text-align:left;">Be proactive about building secure and responsible AI practices from the start. </p><p class="paragraph" style="text-align:left;">I look forward to your experiences balancing innovation with data privacy and protection.</p><p class="paragraph" style="text-align:left;">Let me know if you have any other questions!</p><p class="paragraph" style="text-align:left;">P.S. Don&#39;t miss my upcoming LinkedIn Live Office Hours on Wednesday, May 8th. I&#39;ll be talking more about responsible AI implementation and taking your questions. Keep an eye out for the link in your inbox!</p><h2 class="heading" style="text-align:left;" id="value-added-resources">Value Added Resources:</h2><ul><li><p class="paragraph" style="text-align:left;">I shared this link earlier, but it’s so important that I’m sharing it again. <a class="link" href="https://privacy.openai.com/policies?modal=select-subject&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" target="_blank" rel="noopener noreferrer nofollow">Go to the OpenAI Privacy Portal to submit a request to exclude your ChatGPT conversations from their training set.</a></p></li><li><p class="paragraph" style="text-align:left;">This is a very entertaining and informative article from the PMI on <a class="link" href="https://www.projectmanagement.com/articles/962021/hold-your-horses--prepare-for-responsible-ai-use-in-project-management?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24#_=_" target="_blank" rel="noopener noreferrer nofollow">responsible AI for PMs</a>. You’ll need to register to read the entire post, but even the preview is worth checking out.</p></li><li><p class="paragraph" style="text-align:left;">[Funny Video] <a class="link" href="https://www.linkedin.com/posts/enzoa_a-tech-company-adding-ai-to-its-product-activity-7191080772626186240-pOgi?utm_source=share&utm_medium=member_desktop" target="_blank" rel="noopener noreferrer nofollow">This is what it feels like </a>researching AI project management products for this newsletter.</p></li></ul><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider sharing it with a friend or colleague. </p><p class="paragraph" style="text-align:left;"><span style="color:rgb(53, 53, 53);font-family:-apple-system, BlinkMacSystemFont, sans-serif;font-size:17px;">Did someone forward this email to you?</span> 👉 <a class="link" href="https://newsletter.edkrystosik.com?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-data-security-privacy-05-02-24" target="_blank" rel="noopener noreferrer nofollow">Subscribe Here.</a></p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was written mostly by me, Ed, a human. This email contains some AI-generated content to clarify the more technical details. </p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=995f6c84-2bee-493f-b44f-ea9cd88545b1&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 Complex vs. Complicated. | 04.25.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/complex-vs-complicated-04-25-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/complex-vs-complicated-04-25-24</guid>
  <pubDate>Thu, 25 Apr 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-04-25T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;">Hi, there.</p><p class="paragraph" style="text-align:left;">Ed here. </p><p class="paragraph" style="text-align:left;">Complex vs. Complicated.</p><p class="paragraph" style="text-align:left;">I was listening to an excellent podcast (You Made it Weird w/ Pete Holmes; Thanks for the recommendation, Adam R.) on a flight last week. </p><p class="paragraph" style="text-align:left;">Comedian Jimmy Carr was the guest, and very near the end of the episode, Pete asked Jimmy what he thought about AI and how it would affect how we work. </p><p class="paragraph" style="text-align:left;"><b>Jimmy’s answer made me pause the episode and think deeply about how I believe AI fits into our work as project managers.</b></p><p class="paragraph" style="text-align:left;">Here’s what Jimmy said:</p><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;">“Intelligence isn&#39;t that impressive. Consciousness is very impressive. </p><p class="paragraph" style="text-align:left;">Because there are <i>complex</i> problems, and there are <i>complicated</i> problems. It&#39;s complicated to put a man on the moon. Give me complicated all day. It&#39;s just the next step. It&#39;s the left brain; it&#39;s lots and lots of things in a row. No matter how many things in a row, we know what comes next. </p><p class="paragraph" style="text-align:left;"><i>Complex</i> is impossible to know. To know [if] is there a God, what happens after we die, which sports team will win, is complex, not complicated. </p><p class="paragraph" style="text-align:left;">AI is very good at the <i>complicated</i>. </p><p class="paragraph" style="text-align:left;">And I think [AI] will simplify our lives.” </p><figcaption class="blockquote__byline"> Jimmy Carr, Comedian </figcaption></blockquote></div><p class="paragraph" style="text-align:left;">What he said solidified for me what we’ve been talking about in this community. </p><p class="paragraph" style="text-align:left;"><b>AI will most certainly take up the heavy lifting in our day to day — </b>completing complicated, mundane tasks (and <a class="link" href="https://eisenhowerframework.edkrystosik.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-04-25-24" target="_blank" rel="noopener noreferrer nofollow">aiding with some interesting ones</a>, for sure) without complaining or tiring. </p><p class="paragraph" style="text-align:left;"><b>But when it comes to the skills that a successful, fulfilled project manager excels at, like empathy, reasoning, creativity, and relationship building, AI isn’t even close to competing with humans. </b></p><p class="paragraph" style="text-align:left;">And I would bet a good portion of my salary that AI won’t for a very long time—maybe ever.</p><p class="paragraph" style="text-align:left;">That’s why I’m focusing my efforts on using AI to fill in the gaps between traditional workflow automation and preparing information for the complex tasks humans do so well.</p><p class="paragraph" style="text-align:left;">I believe the real gains will happen if we think of AI as a helper and not a technology that will replace project managers.</p><div class="blockquote"><blockquote class="blockquote__quote"></blockquote></div><h2 class="heading" style="text-align:left;" id="value-added-resources">Value Added Resources:</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-04-25-24" target="_blank" rel="noopener noreferrer nofollow">A reader sent me this over the weekend.</a> It’s a fascinating list from <b>Google Cloud Next ‘24</b> of how 101 influential companies are using AI in their businesses.</p></li><li><p class="paragraph" style="text-align:left;">Many of you will remember when I first shared my AI Eisenhower Framework a few weeks back. After all the positive feedback I received, I expanded on it,<a class="link" href="https://eisenhowerframework.edkrystosik.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-04-25-24" target="_blank" rel="noopener noreferrer nofollow"> and you can get a copy here.</a></p></li><li><p class="paragraph" style="text-align:left;">A friend of mine, Andrea W., shared on LinkedIn a presentation she gave on Emotional Intelligence (EQ) and its importance for project managers. It is most excellent. <a class="link" href="https://www.linkedin.com/posts/andrea-welfle-a732436a_presentation-on-eq-in-the-workplace-activity-7186138473429372928-0daU?utm_source=share&utm_medium=member_desktop" target="_blank" rel="noopener noreferrer nofollow">You should read it.</a></p></li></ul><h2 class="heading" style="text-align:left;" id="this-weeks-ai-use-case">This Week’s AI Use Case:</h2><p class="paragraph" style="text-align:left;">Keeping all my instantaneous thoughts in order is challenging with multiple concurrent projects. </p><p class="paragraph" style="text-align:left;">I recently found an app called Oasis that records voice notes, compiles them, and then can output them in a number of useful formats ready for the next steps. It even has an Apple Watch app!</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Name:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.theoasis.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=complex-vs-complicated-04-25-24" target="_blank" rel="noopener noreferrer nofollow">Oasis AI</a></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Pain Point:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Spending time compiling scattered notes taken on the fly. </p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Solution:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">When an idea or note comes to mind, record a voice memo. Then, AI compiles and organizes the information, ready for action!</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Tools:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Oasis AI</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Prompt Tips:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">That’s the great thing, just talk.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Main Hurdles:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">1) It is a paid app.</p><p class="paragraph" style="text-align:left;">2) As with any new tool, creating the habit of ACTUALLY using it consistently enough to be effective.</p></td></tr></table></div><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please forward it to a friend or colleague. </p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was written entirely by me, Ed, a human. This email contains NO AI-generated content. </p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=a876ec59-cbb9-4c5e-aa63-68eb5505602e&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 3 Common Themes about AI in Project Management | 04.18.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/3-common-themes-about-ai-in-project-management-04-18-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/3-common-themes-about-ai-in-project-management-04-18-24</guid>
  <pubDate>Thu, 18 Apr 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-04-18T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;">Hi, there.</p><p class="paragraph" style="text-align:left;">Ed here. </p><p class="paragraph" style="text-align:left;">Last week, I attended a PM conference in Columbus, Ohio, and while AI wasn’t the primary topic of conversation, its implications for our work certainly came up in most conversations. </p><p class="paragraph" style="text-align:left;">Thankfully, this week, I’m on vacation in Park City, UT, decompressing from that marathon of lectures, breakouts, and team dinners. </p><p class="paragraph" style="text-align:left;">For those two reasons, this will be a brief issue. So, before I get back out onto the mountain, I wanted to explore the three main themes I took away from those conversations at the conference.</p><h3 class="heading" style="text-align:left;" id="3-common-themes-about-ai-in-project">3 Common Themes about AI in Project Management 🤖.</h3><p class="paragraph" style="text-align:left;"><b>𝟭. AI 𝗰</b>𝗮𝗻 𝗺𝗮𝗻𝗮𝗴𝗲 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗵𝘂𝗺𝗮𝗻 𝗼𝘃𝗲𝗿𝘀𝗶𝗴𝗵𝘁.<br>AI is excellent at processing an enormous amount of information and producing an output. </p><p class="paragraph" style="text-align:left;">At this time, the challenge is knowing what the output will be.</p><p class="paragraph" style="text-align:left;">That power must be guided by thoughtful, skilled project managers who can use that output productively.</p><p class="paragraph" style="text-align:left;">We are not at a point yet where we can turn AI loose on important tasks and expect a positive outcome on a consistent enough basis to shirk our responsibility of review and oversight.</p><p class="paragraph" style="text-align:left;">For more on ☝️ <a class="link" href="https://eisenhowerframework.edkrystosik.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">download my (expanded) AI Eisenhower Matrix Framework here.</a></p><p class="paragraph" style="text-align:left;">This leads us to the next challenge…</p><p class="paragraph" style="text-align:left;"><b>𝟮. AI can 𝗽</b>𝗿𝗼𝘃𝗶𝗱𝗲 𝗰𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝘁, 𝗿𝗲𝗽𝗲𝗮𝘁𝗮𝗯𝗹𝗲 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀.<br>For mission-critical tasks, it is important to remember that AI is a black box. </p><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.bbc.com/future/article/20230405-why-ai-is-becoming-impossible-for-humans-to-understand?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">No one knows how AI really works</a>, or sometimes doesn&#39;t. </p><p class="paragraph" style="text-align:left;">You&#39;re not guaranteed to get consistent results just because you use the same prompts or inputs. </p><p class="paragraph" style="text-align:left;">I have mostly overcome this challenge in the short term by integrating AI into more traditional automation tools like <a class="link" href="https://zapier.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">Zapier</a>. </p><p class="paragraph" style="text-align:left;">With a platform like Zapier (there are many other similar tools, like <a class="link" href="https://www.make.com/en?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">Make</a> or <a class="link" href="https://ifttt.com/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">IFTTT</a>), I connect the software and data I already use and leverage AI in between standardized, repeatable steps to transform the information in ways I previously had to do manually. </p><p class="paragraph" style="text-align:left;">Future AI models may get more predictable, but for now, creating a repetitive process with a 100% predictable outcome is impossible.</p><p class="paragraph" style="text-align:left;">Takeaway: Motivated, empowered humans need to review critical AI output at critical stages of the process.</p><p class="paragraph" style="text-align:left;">Soooo, that being said….</p><p class="paragraph" style="text-align:left;"><b>𝟯. C𝗮𝗻, and will, AI 𝗿𝗲𝗽𝗹𝗮𝗰𝗲 𝗵𝘂𝗺𝗮𝗻 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗺𝗮𝗻𝗮𝗴𝗲𝗿𝘀?</b><br>It won&#39;t if you want to build strong relationships with internal and external stakeholders. </p><p class="paragraph" style="text-align:left;">As we’ve become more dependent on data and larger data stores can be analyzed by AI, keeping people motivated and feeling valuable within an organization will become even more important.</p><p class="paragraph" style="text-align:left;">AI is very good at producing statistically “correct” outputs. It’s up to human understanding to interpret and execute on those outputs. </p><p class="paragraph" style="text-align:left;">The soft skills required to build and maintain these strong relationships are uniquely human and will quickly become one of a project manager&#39;s most valued qualities.</p><p class="paragraph" style="text-align:left;">So, no, AI won’t replace project managers as long as we keep improving the soft skills that truly separate us from the computers.</p><hr class="content_break"><p class="paragraph" style="text-align:left;">tl;dr 🥜:<br>Focus on building soft skills, prioritize empowering human oversight of AI outputs, and remember that project managers are in the people business as much as we are in the tasks business.</p><p class="paragraph" style="text-align:left;">𝗗<b>𝗼 these things, </b>𝗮𝗻𝗱 𝘆𝗼𝘂&#39;𝗹𝗹 𝗳𝗶𝗻𝗱 𝘆𝗼𝘂𝗿 𝗣𝗠𝗢 𝗵𝘂𝗺𝘀 𝗮𝗹𝗼𝗻𝗴 𝘄𝗶𝘁𝗵 𝗽𝗲𝗼𝗽𝗹𝗲 𝗮𝘁 𝘁𝗵𝗲 𝗰𝗲𝗻𝘁𝗲𝗿.</p><hr class="content_break"><h2 class="heading" style="text-align:left;" id="value-added-resources">Value Added Resources:</h2><ul><li><p class="paragraph" style="text-align:left;">If you love to learn (which is why you read this newsletter, I suppose), I’ve compiled a bunch of <a class="link" href="https://edkrystosik.com/free-ai-courses-for-2024?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">great free AI courses</a> for all different interests and skill levels.</p></li><li><p class="paragraph" style="text-align:left;">Watch this clip to hear what the CEO of the Project Management Institute, <b>Pierre Le Manh,</b> <a class="link" href="https://youtu.be/qA54rZqI1rI?si=mb3gxxDyu0jBK_TO&t=519&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">thinks about the future of AI in project management</a>.</p></li><li><p class="paragraph" style="text-align:left;">An <a class="link" href="https://www.instagram.com/p/C53qDBvrzpRKduZfk1GZhOGn4ETvun9Tt_gx-k0/?igsh=MzRlODBiNWFlZA%3D%3D&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=3-common-themes-about-ai-in-project-management-04-18-24" target="_blank" rel="noopener noreferrer nofollow">early morning picture of me</a> in Park City, UT.</p></li></ul><hr class="content_break"><h2 class="heading" style="text-align:left;" id="this-weeks-ai-use-case">This Week’s AI Use Case:</h2><p class="paragraph" style="text-align:left;">Even after only being away for a few days, I know I’m going to come back to a full inbox. A lot of those messages will be threads that go down multiple paths. How do you quickly catch up on the important messages and ignore the “thank you!” and “you’re welcome” messages?</p><p class="paragraph" style="text-align:left;">Here’s how 👇</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Title:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Quickly catch up on emails after vacation!</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Pain Point:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">When returning from an extended break, there is an overload of email threads going in 100 different directions. How do you organize what’s important?</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Solution:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Input entire email threads into an AI tool like ChatGPT to write a summary, extract important data, and list action items for follow-up.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Tools:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Your preferred AI tool, such as ChatGPT, Gemini, or Claude. A closed tool is even better if the emails contain sensitive information. </p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Prompt Tips:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">1) Make the AI Persona clear (e.g. Executive Assistant) for this task.</p><p class="paragraph" style="text-align:left;">2) Give the AI an example of the format you’d like for the output.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Main Hurdles:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">1) Needing to check all outputs for accuracy.</p><p class="paragraph" style="text-align:left;">2) The possibility of missed information. </p></td></tr></table></div><hr class="content_break"><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider sharing it with a friend or colleague. </p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> This email&#39;s content was written entirely by me, Ed, a human.</p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=fe1fef6c-5961-4880-bc49-3969cc716d1b&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 AI-ify Decision Framework Introduction | 04.11.24</title>
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  <link>https://newsletter.edkrystosik.com/p/ai-ify-decision-framework-introduction-04-11-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/ai-ify-decision-framework-introduction-04-11-24</guid>
  <pubDate>Thu, 11 Apr 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-04-11T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;">Hi, there.</p><p class="paragraph" style="text-align:left;">Ed here. </p><p class="paragraph" style="text-align:left;">A few weeks ago, I gave a talk to the <a class="link" href="https://pmiwlec.org/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow">Western Lake Erie Chapter of the PMI</a> on the application of AI in Project Management. We covered a lot of ground, but I got the most follow-up questions on a framework I first workshopped at this event. </p><p class="paragraph" style="text-align:left;">The framework is my take on the classic <a class="link" href="https://asana.com/resources/eisenhower-matrix?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow">Eisenhower Matrix</a>, adapted as a guide on areas where AI can be most effective and appropriate in your workflow. </p><div class="image"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/69aca883-e10e-4cbc-9435-d04590c51dca/AI_Eisenhower_Matrix_Framework__2_.png?t=1717277661"/></div><p class="paragraph" style="text-align:left;">I adapted this matrix to help guide project managers inundated with new AI tools, unsure which to adopt to maximize productivity and ROI and which were unnecessary flash. </p><p class="paragraph" style="text-align:left;">The goal of applying the framework is to give weights to the amount of AI vs Human input/output to a given task or process. </p><p class="paragraph" style="text-align:left;">Given the current shortcomings of the available AI models, namely predictability, repeatability, and accuracy, the more important and urgent a task is, the more human oversight is required. In my opinion, this includes excluding AI altogether in some instances (Urgent/Important). </p><p class="paragraph" style="text-align:left;">On the other hand, for low-stakes, low-urgency tasks, AI can take complete control with no human intervention (Not Urgent/Not Important). </p><p class="paragraph" style="text-align:left;">For tasks falling somewhere in between, the lines become blurrier, and the application of AI becomes a fluid continuum depending on the user and their priorities. </p><p class="paragraph" style="text-align:left;">While the weights are certainly up for discussion (see the poll below), I have found this framework valuable when deciding which aspects of my workflow get an AI upgrade and which are perfectly fine still being done with pen and paper.</p><p class="paragraph" style="text-align:left;">I’ve been kicking around this framework for a while now, and in a vacuum, it makes sense to me. But your insight would be immensely valuable in moving it forward (or maybe shelving it; only time will tell).</p><hr class="content_break"><h2 class="heading" style="text-align:left;" id="resources-i-found-interesting">Resources I Found Interesting:</h2><ul><li><p class="paragraph" style="text-align:left;">If you want to understand where one of the top minds in AI, Andrew Ng, believes how AI Agents will soon manage complex workflows, <a class="link" href="https://youtu.be/sal78ACtGTc?si=2NkNpWvXmjuS8QAc&t=560&utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow">watch this easily digestible use case</a> video.</p></li><li><p class="paragraph" style="text-align:left;">Here is <a class="link" href="https://www.pmi.org/explore/ai-in-project-management?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow">a tremendous resource center</a> on AI for project management from the Project Management Institute (PMI).</p></li><li><p class="paragraph" style="text-align:left;">Finally, if you’re feeling a little overwhelmed by all the AI talk flying around at your favorite local cocktail party, these are the<a class="link" href="https://www.simplilearn.com/tutorials/artificial-intelligence-tutorial/types-of-artificial-intelligence?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow"> Types of Artificial Intelligence That You Should Know in 2024</a>.</p></li></ul><hr class="content_break"><h2 class="heading" style="text-align:left;" id="this-weeks-ai-use-case">This Week’s AI Use Case: </h2><p class="paragraph" style="text-align:left;">One of my closest friends and tech advisors in Silicon Valley shared this newly released tool from Google with me. </p><p class="paragraph" style="text-align:left;">It solves a massive problem of the complexity and integrations previously required to create a personal knowledge base to one that you can start using “out of the box.” </p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Name:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;"><b>Google NotebookLM</b></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Pain Point:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">The difficulty of creating powerful AI assistants with your personal content or proprietary information. </p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Solution:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">This Google tool allows you to upload your content to a knowledge base and nearly instantly start interacting with that content.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Tools:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;"><b><a class="link" href="https://notebooklm.google/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=ai-ify-decision-framework-introduction-04-11-24" target="_blank" rel="noopener noreferrer nofollow">Google NotebookLM</a></b></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Prompt Tips:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">N/A</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Main Hurdles:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">- This tool is still in Beta, so it may not be available to everyone yet.</p><p class="paragraph" style="text-align:left;">- In Beta, it surely has quirks to be worked out, so be especially mindful when using its output.</p><p class="paragraph" style="text-align:left;">- While Google states, <i>“Your personal data is not used to train NotebookLM, so any private or sensitive information you have in your sources will stay private, unless you choose to share your sources with collaborators,”</i> I’d still be weary of what information you upload until you’ve done your own due diligence.</p></td></tr></table></div><hr class="content_break"><p class="paragraph" style="text-align:left;">Let me know if you end up using NotebookLM and what you think.</p><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider sharing it with a friend or colleague. </p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was written entirely by me, Ed, a human. This email contains NO AI-generated content. Pract</p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=72be2fb7-dea2-4774-a493-b8ea6dd3653f&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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  <title>📧 It’s been a tumultuous week in AI | 04.04.24</title>
  <description></description>
  <link>https://newsletter.edkrystosik.com/p/it-s-been-a-tumultuous-week-in-ai-04-04-24</link>
  <guid isPermaLink="true">https://newsletter.edkrystosik.com/p/it-s-been-a-tumultuous-week-in-ai-04-04-24</guid>
  <pubDate>Thu, 04 Apr 2024 07:00:00 +0000</pubDate>
  <atom:published>2024-04-04T07:00:00Z</atom:published>
    <dc:creator>Ed Krystosik</dc:creator>
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</style><div class='beehiiv__body'><p class="paragraph" style="text-align:left;"></p><h1 class="heading" style="text-align:left;" id="its-been-a-tumultuous-week-in-ai-bu">It’s been a tumultuous week in AI - but that’s to be expected these days.</h1><p class="paragraph" style="text-align:left;">Hi there. </p><p class="paragraph" style="text-align:left;">Ed here. </p><p class="paragraph" style="text-align:left;">As the NYT podcast <a class="link" href="https://www.nytimes.com/column/hard-fork?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Hard Fork</a> put it on last week’s episode, The Big Guys on the block (Google, Microsoft, Meta, etc.) are buying up all the middle-class AI companies.</p><p class="paragraph" style="text-align:left;"><i>When I heard that statement, it deflated me a little. OK, it deflated me a lot.</i></p><p class="paragraph" style="text-align:left;">But then I remembered that most of the best use cases for project managers don’t involve developing new or novel AI models. They involve putting innovative <a class="link" href="https://www.linkedin.com/pulse/ai-wrapper-dilemma-choosing-between-thin-thick-wrappers-arjun-subedi-kjzsf/?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">wrappers</a> around these models to solve real-world problems for busy people like you and me.</p><p class="paragraph" style="text-align:left;">Google didn’t build its own internet; it was built on top of the one that existed. The same is true of Facebook and all the rest. </p><p class="paragraph" style="text-align:left;">So just because the top companies in AI are hoovering up the top AI talent (and they are), that doesn’t mean smart, motivated people aren’t still out there leveraging AI to build cool new tools to solve real-life challenges for project managers. </p><p class="paragraph" style="text-align:left;">New AI startups are popping up out of garages (more likely post-COVID home offices) to solve small but interesting project management problems every day. </p><p class="paragraph" style="text-align:left;">I hope this trend continues despite the consolidation at the top. Then, maybe we won’t be forced to accept a few boring, gimmicky “AI” features developed over a long weekend by the major <a class="link" href="https://en.wikipedia.org/wiki/Software_as_a_service?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">SaaS</a> companies so they can launch a marketing campaign about being relevant in the AI space by Monday morning.</p><p class="paragraph" style="text-align:left;">Here’s 🤞hoping!</p><h2 class="heading" style="text-align:left;" id="reading-i-found-interesting">Reading I Found Interesting:</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.businesswire.com/news/home/20230922274518/en/Demand-Increases-for-Project-Professionals-with-AI-Skills-Yet-PMI-Research-Finds-Only-18-Have-Practical-Experience?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Demand Increases for Project Professionals with AI Skills, Yet PMI Research Finds Only 18% Have Practical Experience</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.projectmanagement.com/articles/933821/just-released--community-led-ai-and-project-management-report?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Community-Led AI and Project Management Report</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.projectmanagement.com/articles/938077/artificial-intelligence-specialists-share-thoughts-on-recent-community-led-ai-survey?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Artificial Intelligence Specialists Share Thoughts on Recent Community-Led AI Survey</a></p></li></ul><h2 class="heading" style="text-align:left;" id="this-weeks-ai-use-case-custom-knowl">This Week’s AI Use Case: Custom Knowledge Base Agent</h2><p class="paragraph" style="text-align:left;">For the past few weeks, I’ve used a tool like this to remove friction from my daily workflow. I’d love to share the live version with you, but see Main Hurdle #1 below for why I can’t.</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Pain Point:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Requiring a specific technical answer quickly, without bothering a human SME.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Solution:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Give an AI <a class="link" href="https://en.wikipedia.org/wiki/API?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">API</a> access to a predetermined custom Knowledge Base and have it return natural language answers to natural language questions from the user in a simple chat format.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Tools:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;"><a class="link" href="http://Voiceflow.com?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Voiceflow.com</a> (Workflow Platform)</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://platform.openai.com/docs/overview?utm_source=newsletter.edkrystosik.com&utm_medium=newsletter&utm_campaign=it-s-been-a-tumultuous-week-in-ai-04-04-24" target="_blank" rel="noopener noreferrer nofollow">Open AI API</a> (AI Agent the Workflow Calls on)</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Prompt Tips:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">1. Be explicit and specific on the subject matter the AI is an expert in.</p><p class="paragraph" style="text-align:left;">2. Make sure to prompt the AI to ask clarifying questions if necessary.</p><p class="paragraph" style="text-align:left;">3. Give the AI guardrails. Require that it only use the provided Knowledge Base and none of its previous knowledge. Require that it not make up facts.</p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Main Hurdles:</p></th><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">1. Getting authorization to use proprietary information in an AI query. </p><p class="paragraph" style="text-align:left;">2. Time spent verifying results based on the accompanying citations the AI includes in its response.</p></td></tr></table></div><hr class="content_break"><p class="paragraph" style="text-align:left;"><b>If you’re interested in building your own Knowledge Base ChatBot, just reply to this email and let me know. I’d gladly walk you through how I did it so you can apply it to your specific use case. </b></p><p class="paragraph" style="text-align:left;"><i>OK. That’s all. Talk to you next week.</i></p><p class="paragraph" style="text-align:left;">-Ed</p><p class="paragraph" style="text-align:left;">If you found this newsletter valuable, please consider sharing it with a friend or colleague. </p><p class="paragraph" style="text-align:left;"><b>AI Disclosures:</b> The content of this email was written entirely by me, Ed, a human. This email contains NO AI-generated content. </p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=49fef87f-05d3-4b90-acb5-fc8659377bac&utm_medium=post_rss&utm_source=the_caio_the_chief_ai_officer">Powered by beehiiv</a></div></div>
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