The 6-week AI-champion cohort plan
Adoption is not a training problem — it's a belief problem. This plan manufactures your first champions on real work, fast. Measure process compliance, not attendance. Three champions at the end is the goal; if you don't get three, the workflow didn't get better enough, and no amount of change management fixes that.
Before you start
- ☐ You have one redesigned workflow (output of the redesign session).
- ☐ You have a cohort of 8–12 people who actually run that workflow — not volunteers from across the company.
- ☐ You have a named executive sponsor who will still be in the role in six months and will protect the program through a tight budget cycle.
- ☐ You know the process-compliance metric you'll track: are people doing the work the new way as routine?
Workflow: ______
Sponsor name / role: ______
Process-compliance metric: ______
Cohort size: ______
Week-by-week plan
| Week | Focus | Activity | Outcome to confirm before moving on |
|---|---|---|---|
| 1 | Orient on real work | Each cohort member does their actual job using the redesigned workflow with real-time support available. No classroom session. Someone available at the desk the moment they hit an exception the demo never covered. | Every cohort member has completed at least one real task in the new flow. |
| 2 | Surface the edge cases | Collect every exception and failure the new flow didn't handle. Fix the top two before week 3. These edge cases are exactly what you need to find — cheaper to learn from 12 people than from a company-wide rollout. | Top edge cases documented; at least one fix shipped. |
| 3 | Build fluency | Cohort continues real work in the redesigned flow. Peer support starts: members who've had a good result help members who are still stuck. Watch for early signs of genuine belief vs. compliance-on-paper. | Process-compliance rate visible and trending up. |
| 4 | Identify emerging champions | Observe who is using the new way as a default, getting results they'd tell a colleague about, and willing to say so. These are your candidates — not the most enthusiastic people, but the respected ones. Enthusiasts don't move skeptics; earned credibility does. | At least 2–3 candidate champions identified by behavior, not by enthusiasm. |
| 5 | Measure and adjust | Formal check on the process-compliance metric. Where is it vs. target? What's still broken? Adjust the workflow or the support, not the metric. Sponsor reviews with the cohort lead. | Compliance metric reviewed; blockers named and assigned. |
| 6 | Lock in champions and evidence | Confirm your three champions — get their explicit agreement to support the next cohort peer-to-peer, not in a classroom. Document the measured result on this workflow in plain numbers. This local proof point is worth more than any vendor benchmark. | Three named champions. One measured result. A list of things to fix before the next wave. |
What the cohort is really producing (in order of importance)
- Champions — peers who carry belief to the next group, peer-to-peer, because they've seen it work on real work they recognize.
- Evidence — a local, measured result your firm's people trust, because it happened here.
- An honest verdict on the redesign — six weeks of real use surfaces every flaw. That's the most valuable output. A cohort that produces three champions and a list of fixes has done its whole job.
Recruit your first three champions
Do not pick the loudest enthusiasts. Pick the respected skeptics — the veterans whose opinion the team actually weighs, who've seen technology projects fail before. When they say "this is genuinely better," the room moves.
| Champion candidate | Role / why the team trusts them | Evidence of genuine belief (what did they say or do?) | Confirmed willing to help next cohort? |
|---|---|---|---|
| 1. ______ | ☐ Yes ☐ Not yet | ||
| 2. ______ | ☐ Yes ☐ Not yet | ||
| 3. ______ | ☐ Yes ☐ Not yet |
The two metrics that matter
| Metric | Week 1 baseline | Week 3 check | Week 6 result |
|---|---|---|---|
| Process compliance — % of tasks completed in the new flow (not reverted to old way) | |||
| Champions produced — number of cohort members who are genuine believers willing to support the next group | 0 | Target: 3 |
If you finish week 6 with fewer than three champions and compliance still low: you don't have a training problem. The workflow didn't get better enough to convert anyone. Fix the redesign before you scale.
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