#workflow change
14 articles
Why AI Rollouts Stall and Workflow Change
Why AI rollout not sticking after launch - task decomposition
Why AI rollout not sticking after launch? Task decomposition shows where work stays bundled, and how to turn licences into real workflow change.
8 min read29 Mar 2026
Champions and Enablement Interventions
How to identify AI champions from interview data, not surveys
Identify AI champions with interview data, not surveys. Spot real workflow change, surface hidden peers, and turn adoption evidence into action.
9 min read27 Mar 2026