Framework · Andrew Ng (Landing AI) · 2018
Andrew Ng AI Transformation Playbook
A five-step organisational playbook for adopting AI: pilot projects, in-house team, training, strategy, communications.
Best for
Executives starting a top-down AI transformation in a traditional enterprise.
Limitations
Predates agentic AI, generative models, and modern inference economics. Silent on product surface and the agent layer.
Ratings
| Strategy | Full ✅ |
|---|---|
| Product | Partial ◐ |
| Enterprise | Full ✅ |
| Agents | None ❌ |
| Technical | None ❌ |
The SCOI verdict
Strong on the enterprise change-management leg of SCOI; missing the product, agent and technical legs entirely.