The pattern
Why Copilot rollouts stall after the launch email
We see the same failure modes across professional services, financial services, and regulated agencies. The technology works. The operating model doesn’t.
Access without adoption design
IT provisions licenses. Business units wait for training that never arrives. Usage spikes in week one, then drops below 20% weekly active.
No workflow anchor
Copilot demos well in all-hands meetings but nobody mapped which contracts, reports, or client workflows should change first.
Governance as a blocker
Security teams raise valid concerns about oversharing. Without labels, DLP, and approved use cases, every pilot waits for “later.”
Pilot without a scale path
A volunteer cohort succeeds. Leadership asks for ROI. There is no champion network, no metrics, and no plan to expand what worked.
