Teams and organisation

How to structure teams, measure productivity without fooling yourself, assess maturity by controls rather than tools, and roll the method out in ninety days.

4 lessonsabout 28 minutesStructure, measures and rollout

1. 1How to structure teams for agentic AI: roles, pods and seamsNo new roles, none disappears, but two boundaries move. How to organise product teams, a platform team and governance for agentic AI, and where the seams go.6 min · Intermediate
2. 2How to measure AI productivity without fooling yourselfMeasure AI productivity against a baseline taken before the pilot, and report the saving beside the spend, review hours and re-runs, with a worked example.7 min · Beginner
3. 3AI maturity model: six controls you can test in ten minutesAn AI maturity model that counts controls, not tools: six controls, each proven by a test you run in minutes, and how to pick the next one to build.7 min · Intermediate
4. 4How to roll out agentic AI delivery: a 90-day planA 90-day plan for rolling out agentic AI delivery: pick for provability, write the artefacts, build in slices, shadow beside the humans, report two numbers.8 min · Intermediate

Also on the wiki.