1 min lesson
Rollout health review
Connect "The job: you can build a responsible rollout-health readout without overclaiming productivity" to the decision you would make.
Step 1 of 3
The job: you can build a responsible rollout-health readout without overclaiming productivity. Start with this check: Baseline and post-training windows are comparable. Keep it small enough to check the result yourself instead of taking the summary on trust.
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Full explanation
Rollout health review
Usage analytics — build one rollout-health readout without overclaiming
Rollout health review
SayLeadership enabled Cursor for a 40-person engineering org after training and wants proof it changed how people work. I build a readout that reports what the data supports and stops short of a productivity percentage the metrics can't back.
DoBefore anything post-training, pull the baseline: weekly active users, Tab acceptances and agent edits for the two weeks before enablement.
DoTake the same signals from the Team analytics dashboard for the two weeks after training, and pull code-authorship share from the AI code tracking API.
SeeThe windows are comparable because they are the same length and cover the same metrics. That comparability is the readout's spine.
DoSegment by team instead of averaging the whole org. Read each squad's active-user and agent-edit trend on its own.
SeeTwo squads moved from a handful of weekly active users to daily use; one squad stayed flat. The org average would have hidden both the win and the stall.
SayI report the deltas directionally: active users and agent edits up on the squads that adopted, flat on the one that didn't. I pair the numbers with a champion's workflow story rather than claiming an X-percent productivity gain.
SeeActivation, depth and value signals stay separated, and no single metric is dressed up as proof of productivity.
SeeThe proof point: baseline and post-training windows are comparable, the readout is segmented not averaged, and every caveat is stated instead of hidden behind fake precision. The flat squad is named as the next intervention, not buried.
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Optional practice
Practice: Rollout health review
QYou've applied it. What actually proves the work is done, not just a plausible answer?