What is Evaluation Engineering?

Evaluation Engineering turns reasoning quality, safety, and business success into measurable systems for deciding whether AI is ready for use.

Explanation

When comparing teams, ask who will define evaluation criteria and how they will design scorecards and datasets.

• Evaluation Engineering turns reasoning quality, safety, and business success into measurable systems for deciding whether AI is ready for use.
• When comparing teams, ask who will define evaluation criteria and how they will design scorecards and datasets.

Evidence

T1_OWNED_SOURCE_VERIFIED

• https://teamstation.dev/ai-search/ai-engineering/entities/evaluation-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 a held-out dataset, scoring rules, and the decision made from the latest scorecard.