Ship LLM agents to production with rigorous confidence.

TestML cut our LLM deployment cycle from 14 weeks to under 4. The evaluation framework surfaces failure modes our own QA would never have caught.

Compliance sign-off used to be a blocker. Now we go into audit with machine-generated evidence trails. TestML made HIPAA readiness a repeatable process.

We evaluated five vendors. TestML was the only one that could articulate domain-specific risk criteria for our insurance workflows on day one.

01

20+ Dimension Evaluation Suite

Measure accuracy, latency, cost, safety, and compliance in a single pipeline. No cherry-picking metrics — full-spectrum evidence on every deployment.

02

Red-Teaming & Jailbreak Detection

Proprietary adversarial test suites target your specific enterprise threat model — prompt injection, hallucination exploit, and regulatory boundary violations.

03

Domain-Specific Evaluation Suites

Pre-built methodology for legal, medical, financial, and insurance workflows. Evaluation criteria grounded in real regulatory and operational risk — not generic benchmarks.

04

Continuous Drift Detection

Automated regression testing and model drift alerting in production. Catch silent degradation before it becomes a compliance incident or customer failure.