QA & engineering teams

Give your AI the test suite it never had.

You know how to test software. AI breaks the assumptions — same input, different output; a pass that hides a 5% failure rate. SENTINEL-X brings suites, trials, gates and CI to non-deterministic systems.

Risks we test for

What goes wrong — and how SENTINEL-X catches it.

R1

Writing hundreds of AI test cases by hand

Suites generated from the system profile in five variants and three depth tiers.

R2

Flaky results nobody trusts

Repeat trials per test, run-to-run stability metrics, and sample-size guidance per guardrail.

R3

A prompt change silently breaks behaviour

Saved plans re-run from CI; the gate fails the build with a JUnit report.

R4

Judgement calls block automation

LLM judge panels for rubric checks; uncertain results go to a review queue, not a guess.

R5

Coverage is invisible

Coverage by pillar, metric, framework clause and guardrail, with gaps called out.

Frameworks in scope

OWASP Top 10 for LLM ApplicationsNIST AI RMFISO/IEC 42001WCAG 2.2
All 52 frameworks

Key test dimensions

Task successConsistencyInstruction followingStructured outputLatency SLOMulti-turn contextNoisy inputOver-refusal
All 104 dimensions

See SENTINEL-X test your own AI system.

Bring an endpoint. In one session we connect it, generate its suite, and run it live — you keep the report.