Run models in production without guessing.

Versioned cases with assertions, automated scorers and human review.

Block quality regressions in CI with configurable thresholds and per-run diffs.

Screen prompts and responses for injection, leakage and off-scope topics.

Three ideas, one index

Token spend and P95 latency share the same gate as quality.

Inspect any conversation step by step and replay it against a new model.

Bring your own provider; swap models without rewriting the pipeline.

“Gating model upgrades before rollout used to be someone's quarterly chore. Now it runs itself, and evaluation suites keeps it honest.”

“We benchmarked three options. DATARYX was the only one our on-call rotation did not curse after a week.”

“1.2 s guardrail P95 is not marketing — that is what our dashboards show.”