This weekend edition goes deep on the framework that separates companies getting real value from AI from those still running pilots eighteen months later. Stephen Forte walks through the six moves that actually work — from mapping how the business truly operates to deploying constellations of small automations built by the people closest to the problems.

Map the real operation — Why the official process and the actual workflow are never the same, and how cross-team interviews reveal friction nobody sees
The first-principles question — Would you build this business the same way today? The gap between your answer and your current operation is both your vulnerability and your opportunity
AI as a perspective shift — Why this is fundamentally different from an ERP rollout, and how framing agents as employees removes the intimidation barrier
The champion model — How eleven champions at a 300-person insurance brokerage trained 120 colleagues in eight months through informal peer coaching
Exhaust commercial first — The vendor sprint discipline that saved a logistics company nine months and significant development costs
Constellation of small automations — Why fifty targeted solutions built by non-technical teams outperform any single enterprise platform

AI transformation starts when you stop asking what tool to buy and start asking how the work should exist.

Host: Stephen Forte | buildclub.com

The AI Adoption Playbook