UC-183
Change-Adoption Analytics
Measures system usage, training completion and adoption across the integration to show where change is landing - and where it is not.
TBDBuild Duration
TBDIndicative ROI
The Challenge
Integration reports say migration is done while people quietly keep the old ways. Without adoption data, change failure is discovered at synergy-review time.
How It Works
- Ingests system usage telemetry, training records and adoption checkpoints.
- ML scores adoption by team and workflow against plan.
- Flags where change is not landing with suggested interventions.
What It Removes
- Adoption assumed once systems go live
- Old workarounds surviving quietly
- Change failure found at synergy review
Input Data RequirementsSystem usage telemetry, training completion records, integration milestones
Output FormatAdoption scorecards by team and workflow, intervention flags
“We see where the merger is actually being lived - not just where systems were switched on.”