TRAIN EVERYONE OR BUILD SPECIALISTS BINARY BUSINESS EP BB-06

Send us Fan MailTrain Everyone on AI or Build Specialists? Binary Business - BB-06You've decided to bring AI into your organization. Now you need people who know how to use it. Do you train everyone on AI basics, or do you build a team of AI specialists who handle everything?In this episode, I break down when to democratize AI knowledge across the organization versus when to concentrate expertise in specialists, using the ABCD framework.One approach scales AI literacy. The other scales AI capability. Most companies split the difference and end up with surface-level knowledge everywhere and deep expertise nowhere.What You'll Learn:When to train everyone on AI vs. when to build specialist teamsWhy "AI for all" training programs often fail to change behaviorHow specialist teams become bottlenecks (and what to do about it)The hybrid approach that actually works: literacy + specialistsWhy AI training without workflow integration is wasted investmentHow to measure whether AI capability is actually building in your orgKey Timestamps:0:35 - Context: The AI Capability Challenge2:40 - The Binary: Train Everyone vs Build Specialists6:10 - ABCD Framework Breakdown6:15 - A: Audience (Who Needs to Know What)7:45 - B: Build (Training Infrastructure vs Specialist Teams)9:15 - C: Convert (ROI of Broad Training vs Deep Expertise)11:15 - D: Deliver (How AI Capability Scales)13:15 - The Call: My RecommendationBinary Business Weekly is a Monday newsletter for operatorsnavigating AI decisions under pressure.Every issue breaks one real decision down using the Binary DecisionScorecard; 7 binary tests that separate high-leverage movesfrom expensive distractions.Built in public from inside a real operating company (EntreNova AI,Houston). Real decisions. Real scores. Real numbers.Newsletter ships every Monday morning.Podcast version embedded in every issue.———🎯 Free: The Binary Decision Scorecardhttps://binarybusiness.tech/scorecard📩 Subscribe to the newsletterhttps://binarybusiness.tech/weekly💼 Work with Will: The Binary Audit (60 min, $250 to Houston Food Bank)https://binarybusiness.tech/audit🔗 Connect on LinkedInhttps://linkedin.com/in/williamguidryBinary Business. All signal. No noise.