Thinking4 min read
AI doesn’t fail because of the model
Most enterprise AI plans make the model choice feel like the big decision. In practice, the harder work is workflow fit, trust, champions, governance, and the middle layer that makes AI usable inside real systems.
- Start with a workflow, not a model decision.
- Adoption needs champions, trust, and an operating rhythm.
- The real product is the system around the model.