What a delivery should produce
A useful result, not just shipped code.
- A defined business use case instead of an open-ended AI experiment
- Approved knowledge, tools, integrations, and escalation paths
- Server-side safeguards and test scenarios before release
- Documented ownership, operating costs, and maintenance expectations
