Program management for AI teams: cadence, clarity, and controlled chaos

AI programs break traditional PM rhythms. Research spikes are unpredictable, models drift, and 'done' is a moving target.

The tools that work: rolling six-week horizons, weekly evaluation reviews, one shared risk log, and a bias toward writing decisions down.

Momentum comes from small, visible wins. Publish the win, retire the risk, then take the next bet.