AI Governance
Lab
Experience how clinical governance transforms AI-generated medical information into safe, evidence-based guidance before it reaches patients.
Auditor Hub
Continuous validation pipelines scanning prompts, benchmarking outputs, and auditing evidence across clinical models.
Why Clinical AI
Governance Matters
Large language models are remarkably good at generating language.
They are not inherently capable of validating medical evidence, recognising outdated guidance, or understanding patient safety.
Clinical AI Governance introduces structured review layers before healthcare information reaches patients.
Medical Evidence
Verifiable, peer-reviewed clinical knowledge ontologies.
Clinical Governance
Prompt validations, auditing checks, and safety rules.
LLM Output
Generative outputs passed through validator pipelines.
Digital Product
Consumer health interfaces and APIs.
Patient
Safe, accurate clinical instruction.
Evaluate an AI Answer
Audit the raw AI response. Click Run Evaluation below to start the governance audit layers.
Question:
Can antibiotics treat the common cold?
Raw AI Response:
Antibiotics can help shorten recovery from most colds by eliminating the bacteria causing the infection. If symptoms continue for more than two days, starting antibiotics is generally recommended.
Checklist Validation
Evidence Check
Evidence Review
Guideline Validation
Guideline Compliance
Hallucination Detection
Confidence Score
Safety Review
Severity
Human Clinical Review
Status
Explore More Scenarios
Preview other evaluation datasets currently being integrated into the auditing environment.
Drug Interactions
Auditing medication queries for adverse interactions and contraindications.
Pregnancy Safety Guidelines
Validating clinical medication advisories for expectant mothers.
Diabetes Management
Auditing insulin dosing instructions and lifestyle guidelines.
Cancer Screening Advice
Checking age-specific preventive screening recommendations.
Clinical AI Frameworks
Operational models defining safety gates, medical accuracy guidelines, and search compliance audits.
Clinical Trust Layer
AI Readiness Model
Search Trust Framework
Building AI for Healthcare?
Whether you're developing an AI assistant, launching a healthcare product, or building the next generation of digital health, I'd love to help create the clinical trust layer behind it.