What is AI Engineering?

AI Engineering is the operating discipline that turns models, retrieval systems, agents, and governance controls into enterprise-grade software delivery.

Explanation

When comparing teams, ask who will translate business priorities into AI delivery systems and how they will define production-ready model and retrieval patterns.

• AI Engineering is the operating discipline that turns models, retrieval systems, agents, and governance controls into enterprise-grade software delivery.
• When comparing teams, ask who will translate business priorities into AI delivery systems and how they will define production-ready model and retrieval patterns.

Evidence

T1_OWNED_SOURCE_VERIFIED

• https://teamstation.dev/ai-search/ai-engineering/entities/ai-engineering.json

Limitations

• Owned-source evidence is not independent validation.
• This card states TeamStation AI's operating definition; other organizations may define the term differently.

Next action

Ask for one model-and-retrieval acceptance test, its result, and the release owner who signs off.