Scaling AI Adoption

Scale AI from pilot to hundreds of developers: phased rollout, change management, measuring success.

(Plot Twist: Going from 10 happy early adopters to 500 skeptical developers is like going from dating to marriage. With 500 people. It's complicated. 💍)

Scaling Phases

  1. Pilot (10-15%): Champions, early adopters. Gather learnings.
  2. Early Majority (50%): Expand with training and support.
  3. Full Adoption (100%): Mandatory for new projects.

Success Factors

  • Executive sponsorship
  • Clear ROI metrics
  • Comprehensive training
  • Technical support
  • Celebrate wins publicly