



Why random AI adoption is failing schools — and what to do instead
The complete SHIFT™ Framework — all 5 phases explained
The Operating System mindset — how to think strategically about AI integration
Who this framework is for — from superintendents to classroom teachers
What success actually looks like — real workload reduction, not more work

Why random AI adoption is failing schools — and what to do instead
The complete SHIFT™ Framework — all 5 phases explained
The Operating System mindset — how to think strategically about AI integration
Who this framework is for — from superintendents to classroom teachers
What success actually looks like — real workload reduction, not more work


