Medium-Term Scaling
Year 3-5: evaluate results, district-wide adoption, deeper curriculum integration, educational technologist hiring.
Scale Decision Matrix
Evaluate which pilot programs are ready for district-wide scaling. Rate each criterion across up to 3 pilot programs, adjust weights, and compare with a radar chart to see where each program excels.
Criterion Weights
Radar Comparison
Integration Checklist
Comprehensive checklist for curriculum integration of AI tools. Track progress across 6 categories with 27 actionable items. Toggle items as you complete them and monitor your readiness for full-scale adoption.
Key Insight
Scaling isn't just doing the pilot bigger — it requires rethinking workflows, hiring new roles like educational technologists, and building institutional knowledge. The jump from 5 teachers using AI to 50 is not 10x the effort — it's a fundamentally different challenge requiring different strategies.