Technology we build

Regression testing for systems that never give the same answer twice. Golden datasets are versioned alongside your code. Outputs are scored on correctness, groundedness, and policy adherence instead of exact match.

Deterministic snapshots mean any regression traces to a specific change, and a CI gate fails the build when scores fall below an agreed threshold. A second layer exercises an agent's tool use and permission boundaries, asserting it cannot reach data or actions outside its declared scope.

We use it on our own engagements today.

KayHealth is our healthcare product umbrella. Its first initiative applies the Eval Harness to regulated medical software.

India's CDSCO finalised its medical device software guidance on 30 July 2026. It requires documented evidence on training data composition, model bias, and robustness across sub-populations for AI-enabled health software. No standard test tooling produces that evidence. KayHealth is being built to.

KayScribe, an AI medical scribe, is also part of the KayHealth family.