Enterprise AI
Enterprise AI fails at four places
When an enterprise AI initiative fails, the post-mortem usually blames the model. It is almost never the model. The failures cluster at four predictable seams: context, governance, evaluation, and operating model.
Context Intelligence
The model was never the moat
Every enterprise can buy the same frontier model. The durable advantage lives in the governed context that surrounds it - what the system knows, why it knows it, and who is accountable for the knowing.