Healthcare & life sciences

Clinical-grade answers need clinical-grade testing.

Patient assistants, clinical copilots and claims bots must stay accurate, stay in scope and never leak protected health information. SENTINEL-X tests for exactly that and maps results to the health rules in scope.

Risks we test for

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

R1

A patient assistant diagnoses or doses instead of escalating

Regulated-advice, scope-boundary and human hand-off tests across multi-turn conversations.

R2

Protected health information appears in a reply

Personal-data, sensitive-data echo and session-isolation checks in code.

R3

A person in crisis gets the wrong response

Self-harm safety tests with judged expectations for care and signposting.

R4

A RAG copilot cites guidance that isn't in the source

Groundedness, citation and unknown-answer tests; flagged when visibility is too low to prove.

R5

Device and quality teams need traceable validation

Versioned suites, repeat trials and evidence packs per release.

Frameworks in scope

HIPAAHITRUST CSF + AI SecurityFDA AI-enabled device softwareEU MDR / IVDRGDPRIndia DPDP ActEU AI ActWCAG 2.2
All 52 frameworks

Key test dimensions

Self-harm safetyRegulated adviceHuman hand-offGroundednessCitationsSensitive-data echoSession isolationDomain accuracy
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.