Clinical AI Validation Compliance Template

AI systems used for clinical decision support, diagnosis, or treatment recommendation in the EU or UK must comply with the EU AI Act (High Risk, Annex III) and may also be regulated as medical devices under MDR or IVDR. This template covers the dual compliance requirement.

Quick Answer

Clinical AI systems face a dual regulatory requirement: EU AI Act High Risk obligations plus MDR/IVDR medical device regulation. The MDR conformity assessment can satisfy EU AI Act requirements under Article 9. Post-market surveillance and clinical validation are mandatory. MHRA provides parallel guidance for UK deployment.

Compliance Checklist (8 items)

Determine whether the AI system meets the definition of a medical device under MDR 2017/745 or IVDR 2017/746 — clinical decision support often qualifies
If it is a medical device, obtain CE marking before deployment; this also satisfies the EU AI Act conformity assessment for high-risk AI
Conduct an EU AI Act risk classification — clinical AI is explicitly listed as High Risk in Annex III
Prepare Annex IV technical documentation including training data description, algorithmic logic, performance metrics, and limitations
Implement a clinical validation study with appropriate statistical power and representative patient demographics
Establish human oversight mechanisms — clinicians must be able to override AI recommendations
Set up post-market clinical follow-up (PMCF) for ongoing real-world performance monitoring
Register the AI system in the EU database for high-risk AI systems and the EUDAMED database if it is a medical device

Penalty if not compliant

Deploying a non-CE-marked medical device in the EU is illegal under MDR and can result in market withdrawal orders, criminal prosecution, and civil liability. EU AI Act non-compliance adds fines up to €30 million or 6% of global turnover for prohibited system violations.

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