STRATEGY · Lesson 2 of 3
Managing AI Adoption in Your Team
Change management for AI — practical, not theoretical.
12 min readAI Adoption Is a People Problem
The technology is the easy part. Getting your team to actually use it — and use it well — is the real challenge.
The Adoption Curve
- Your team will fall into predictable groups:
- •Enthusiasts (15%): Already using AI. Leverage them as champions.
- •Curious (35%): Open to it but need guidance. These are your quick wins.
- •Skeptics (35%): Need proof before they'll try. Show them results from the first two groups.
- •Resistors (15%): May never fully adopt. That's okay — focus your energy elsewhere.
The 30-Day Playbook
Week 1: Permission and safetyWhat Not to Do
Key Takeaways
- Focus on the curious 35% for quick wins — enthusiasts will self-serve, skeptics need proof
- Permission and psychological safety come before training
- Run a 30-day playbook: safety → quick wins → sharing → integration
- Don't mandate use without training or honest conversations
Try This Now
Map your team onto the adoption curve. Identify your enthusiasts and curious group. Ask one enthusiast to share their best AI use case at your next team meeting.