Strategy note
Build ladders before removing floors
AI can remove repetitive work, but some repetitive work also teaches judgment. A responsible implementation names what learning is removed and what ladder replaces it.
Source claim
- Efficiency without formation planning can weaken the future judgment capacity of the firm.
Next clean move
- Name one task being automated and the learning function it currently provides.
Consulting bridge
- Use AI Stewardship Review when the tool decision is moving faster than the human-development plan.
Themes
- AI stewardship
- formation
- human dignity