Policy & regulation · Oct 5
AI rollouts are becoming a labor issue before HR is ready
The builder lesson is prosaic: ship training records, owner maps, and employee notices before the pilot becomes a workplace fight.
- Treat HR AI rollout documents as product requirements, not cleanup work after adoption.
- Measure readiness through training, ownership, and outcomes, not just how often workers use AI.
- Give HR plain language artifacts before employees raise fairness, workload, or accountability questions.