AI evaluation and release governance

PROVING GROUND

Tests every proposed AI configuration against a governed test set, calibrated independent judges, a pinned production baseline, and explicit release standards.

When to use it

Your team is changing an AI model, prompt, or configuration and needs to compare it with the current system before release.

Expected outcome

Clearer release decisions and reproducible failures your team can fix, based on agreed quality and safety criteria.

Proving Ground tells a team whether an AI change is actually better before it ships. Every candidate runs against a governed golden set and the current production configuration. Independent model families judge the results only after calibration against human ratings. Safety and quality have separate release floors. If the candidate fails, engineering receives the exact case, scores, rationale, and evidence needed to correct it and test again.