Capability 06
Evaluation Suites
The benchmarks, drift monitors, and CI/CD gates that tell you a model is safe to ship.
- Coverage
- End‑to‑end
- CI/CD
- GitHub · GitLab
- Drift
- Auto‑alerted
- Reports
- Weekly
We build evaluation suites that turn “it seems to work” into evidence: task‑level benchmarks, regression gates in your CI/CD, and drift monitors that alert before quality quietly degrades in production.
Every model release is scored against the same rubric, so you can compare versions objectively and roll back with confidence when the numbers say to.
What a build includes
- Task‑level benchmarks and golden datasets for your use case
- CI/CD gates on GitHub or GitLab that block regressions
- Production drift monitoring with automatic alerts
- Weekly quality reports and version‑over‑version comparisons