
2026-06-01·4 min read
Why AI training fails when it stops at vocabulary
What training has to include if you want adoption, not applause.
Insights
Long-form notes on AI strategy, training, and implementation. These pieces are written like field notes from the work, not abstract thought leadership.

What training has to include if you want adoption, not applause.

The questions to answer before you spend money on tools.

The handoff from demo to deployed system is where most projects die.

If governance slows every decision, it becomes theatre.

A practical framework for measuring agentic AI workflows by delegated work, trust, and business value instead of vanity activity metrics.