Promote from dev to test to production
On this page
- Learning objective
- Promotion checklist
- Using the built-in AI agent
- Final completion check
- Related documentation
This module closes the course by making architecture work operational and promotable.
Learning objective
Use a promotion checklist to move from experimentation to prepared, testable configuration.
Promotion checklist
- Was the source mapping reviewed?
- Are identifiers strong enough?
- Does the vocabulary language match the intended model?
- Do validations catch obvious source issues?
- Has recurring steward pain been converted into architecture work where needed?
- Has the configuration been prepared and reviewed in test before production?
Using the built-in AI agent
The Data Architect AI agent can accelerate configuration thinking, but not replace design judgment. Use it to:
- summarize mapping choices;
- propose rule or governance options;
- compare alternative approaches.
The human architect still owns the final design and production-readiness decision.

Final completion check
A learner is ready to complete the course when they can explain how a source should map, which identifiers are safe, what vocabulary language should be used, and how repeated issues should be prevented before they reach steward clean-up cycles.