You rolled out the tool, sent the announcement, ran the kickoff webinar. Then usage flatlined. Most enablement managers know this arc, because the space between granting access and building a habit is usually left to chance. There is rarely a checklist for the part that actually decides adoption. Here is one.
Why rollouts stall after the kickoff
Access is not adoption. Research on workplace AI finds that only a minority of employees feel adequately trained, and that regular use climbs sharply when people get real training hours with coaching rather than a single demo. In other words: the rollout email was never going to do it. The habit has to be built deliberately, person by person.
The checklist: from license to habit
Name the use cases: pick a handful of real tasks the team does weekly and agree where AI helps. Set the data rules: what may be pasted, what must be redacted. Schedule practice: short, recurring slots on the calendar, not a single training day. Pair people up: adoption sticks better with a partner than a memo. Review wins in team meetings so progress is visible and shared.

Make daily practice someone's job — the app's
The hardest checklist item is sustained daily practice, and that is the part you can delegate. Unscary is the app from B43 that turns its in-person corporate AI training into short daily lessons and hands-on reps, with points, streaks, and a personal progress report per learner. Your team gets a coach in their pocket; you get evidence of progress instead of a license-usage mystery.
The bottom line
An AI rollout succeeds in the unglamorous stretch between access and habit. Work the checklist, keep practice short and social, and give every seat a structure that outlives the kickoff. That is the difference between a line item and a capability.
Give every license a practice plan behind it
