Explore evidence-led notes on where AI should run, what agents need after the demonstration, and how technical mechanisms change workflow economics. Claims are bounded to their workload and evidence.
Sequence enterprise AI from one bounded workload through matched evidence, narrow operation, selective industrialization, and annual renewal. The 30-day, 90-day, 365-day, and 12-to-60-month roadmap gives every horizon an owner, executable budget, exit gate, evidence trigger, and renew, reroute, resize, or retire decision.
Build an enterprise AI strategy around accepted workflows instead of one model family. These ten rules separate replaceable supplier facts from compounding workload, authority, evidence, and recovery assets, then turn reversibility, ownership, and change triggers into a practical funding screen for CTOs and boards.