
Working with AI, honestly · 21 August 2026
The AI pilot worked. The rollout and adoption didn't.
The pilot impressed everyone; the rollout quietly died. It was never the model. AI adoption fails on readiness: data, process, plumbing, and people, whether you buy or build.