AI First Index Workbook: Diagnose & Accelerate Real Adoption

If your company is tracking ChatGPT logins and calling it "AI adoption," you're measuring the wrong thing—and you're about to lose your best people. I've spent nearly two decades in AI, from Amazon and IBM to advising Fortune 500 companies, and I see the same mistake over and over: leaders confuse activity with progress. They hand out Copilot licenses to five people in a 100,000-person company and wonder why nothing changes. They incentivize login counts and watch employees game the system, forcing the tool into meaningless tasks just to hit a quota. Meanwhile, competitors with real AI strategies are doing the work of a thousand people with thirty, and that gap compounds every single week. This workbook walks you through the same frameworks I use with enterprise clients to diagnose where your organization actually stands—across culture, leadership, infrastructure, and impact—and design a change management plan that drives morale, retention, and revenue, not just vanity metrics. You'll audit your current state, identify the gaps that matter, map your super users, fix broken incentives, and build a 90-day roadmap that treats AI adoption like the compounding investment it is. No fluff, no theory. Just the exercises that separate companies sprinting ahead from the ones about to get lapped. I'm Allie Miller, the #1 most followed voice in AI business and a TIME 100 honoree. I've built AI teams, launched products, and helped organizations navigate this shift. If you want to stop shooting yourself in the foot with overconfidence and start building real AI-first capability, this workbook is your starting point.