Enterprise AI adoption fails when the demo looks great but the contract, logging, and failure modes do not.
What to Verify Early
- Data handling, retention, and audit trails
- Latency and rate limits at your expected scale
- Fallback behavior when the model refuses or returns junk
Run evaluations on your own documents and workflows — generic leaderboards rarely predict real-world accuracy.