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We deliver reproducible evaluations and actionable fixes. From smoke tests to production-grade suites.

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Evaluation Design

Evaluation Design

Lightweight suites for confidence calibration, temporal behavior, and semantic drift. Tests run in under 60 seconds.

Integration & Tooling

Integration & Tooling

Multi-provider adapters, CI pipelines, and CSV exports. Deploy smoke tests or full harnesses across your stack.

Partner Delivery

Partner Delivery

Short reports, pilot studies, and delta measurements before and after fixes. Grounded recommendations you can ship.