Eval directory
Evals for Cohere Health
6 evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for Cohere Health AI products.
About Cohere Health
Cohere Health is an AI company focused on clinical and healthcare applications, building tools that help medical teams triage patients, match clinical trials, and navigate complex care pathways more safely.
Available eval packs for Cohere Health
6 packs ready to run.
Clinical Criteria Medical Necessity Evaluation Engine
51 graded scenarios covering edge cases, failure modes, and quality checks.
Clinical Documentation Capture Dtr Questionnaires
63 graded scenarios covering edge cases, failure modes, and quality checks.
Decisioning Auto Determination Output
61 graded scenarios covering edge cases, failure modes, and quality checks.
Eligibility Benefit Auth Requirement Determination
57 graded scenarios covering edge cases, failure modes, and quality checks.
Physician Peer Review Workflow
53 graded scenarios covering edge cases, failure modes, and quality checks.
Request Intake Multi Channel Ingestion
64 graded scenarios covering edge cases, failure modes, and quality checks.
Why eval Cohere Health AI
Cohere Health's AI features ship behind brand promises about accuracy, safety, and reliability. Buyers and integrators need to know those promises hold up under adversarial prompts, edge-case workflows, and the long tail of real customer inputs — not just the demo path.
The Corsac eval library for Cohere Health measures four dimensions teams care about most when deploying medical & clinical ai agents:
- Adversarial robustness — does the agent resist prompt injection, jailbreaks, and social-engineering attempts?
- Workflow quality— does it complete the task buyers were shown in the demo, on inputs that don't look like the demo?
- Safety gates — does it escalate or refuse when it should, and only then?
- Operator quality — does it preserve analyst trust by surfacing the right context at the right time?
Every eval pack above is hand-authored against Cohere Health's public product surface and runnable in Corsac with your own data.