4.2.1. Adoption Barriers and Champions Programs
💡 First Principle: Adoption barriers fall into three categories: Capability (can't use it), Motivation (won't use it), and Opportunity (no chance to use it). Different barriers require different interventions—training for capability, success stories for motivation, protected time for opportunity. Diagnosing the barrier correctly is essential.
Understanding adoption barriers:
| Barrier | Symptom | Intervention |
|---|---|---|
| Capability | "I don't know how to use it" | Training, documentation, hands-on practice |
| Motivation | "I don't see why I should use it" | Success stories, ROI demonstration, quick wins |
| Opportunity | "I don't have time to use it" | Protected learning time, workflow integration |
AI Champions programs:
AI champions are employees who advocate for AI adoption within their teams. They're not IT staff—they're peers who demonstrate value and provide support.
Effective champions programs include:
- Selecting enthusiastic early adopters from each department
- Providing champions with advanced training and early access
- Creating forums for champions to share successes and challenges
- Recognizing and rewarding champion contributions
⚠️ Exam Trap: When a question describes low adoption, identify the barrier type before selecting the intervention. "Users don't have time" = Opportunity barrier (not training). "Users don't see value" = Motivation barrier (not documentation).
Reflection Question: Six months after deploying Microsoft 365 Copilot, usage data shows that employees who try Copilot use it regularly, but most employees haven't tried it at all. What type of barrier is this, and what would you recommend?
