Change and adoption · Insight and analytics
Adoption Agent
AI tools get bought and not used. The agent measures real adoption per team and shows what moves it.
Trigger
Weekly run after a tool or process rollout
Inputs
- Tool usage aggregates
- Process completion data
- Training records
- Pulse feedback
Outputs
- Adoption rate per team
- Blocker list
- Next enablement action
Control
Human decides
Tier 2
Works council reviewed. Aggregated to team level, minimum group size ten.
Interactive sketch
Deterministic, no live model- 1
Define real use
Counts completed work, not logins, using your definition.
- 2
Measure by team
Rolls usage up to team level and drops small teams.
- 3
Find blockers
Links low adoption to training, workflow fit or missing access.
- 4
Recommend
One action per lagging team, with the expected lift.
Team-level measurement only. No individual usage league tables.
Recorded run
Scrub through a recorded run.
Active step
Define real use
Counts completed work, not logins, using your definition.
1 metric · agreed up front
Sources
- Tool usage aggregates
- Training records
- Pulse feedback
Guardrail
Team-level measurement only. No individual usage league tables.
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Want to see this agent on your own process? The intro call is free and takes 30 minutes.
A few lines about your situation is enough for us to answer.
Ten agents with a clear job, inputs and guardrails.
Most agents live inside a package. Scope and delivery here.