AI in clinical settings needs documented governance before it goes live.
Patient data is special category under UK GDPR. Every AI system that processes clinical data requires a Data Protection Impact Assessment and documented human oversight mechanisms.
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The challenge
Common governance gaps for nhs and healthcare organisations deploying AI.
Special category data obligations
Health data is special category under UK GDPR Article 9. AI systems processing patient data for clinical decisions, risk stratification, or diagnostic support require a mandatory DPIA before deployment.
Human oversight must be documented
ICO guidance requires organisations to document how clinicians can review, question, and override AI-assisted decisions. Written evidence of these mechanisms is expected, not just a verbal assurance.
Equality Act applies to clinical AI
AI tools used in triaging, resource allocation, or care planning must be assessed for bias across protected characteristics including age, disability, race, and sex.
Regulatory obligations
UK GDPR Article 35 requires a mandatory Data Protection Impact Assessment for AI systems that process special category health data at scale. ICO guidance additionally requires documented human oversight mechanisms showing how clinical staff can review, challenge, and override AI-assisted decisions.
How AI Governance Hub helps
Platform features mapped to your specific governance workflow.
AIIA Generator with DPIA Sections
Generate ICO-aligned AI Impact Assessments with auto-populated DPIA fields including necessity tests, DPO consultation tracking, and residual risk sign-off.
Risk Assessment
Score each clinical AI system across data protection, bias and fairness, transparency, and security. Produces a weighted risk score with targeted mitigation recommendations.
Partner Portal
Invite your IG lead, DPO, or Caldicott Guardian to review and annotate assessments directly without platform admin access. Full audit trail of their review is recorded.
Document Repository
Store vendor contracts, DPIAs, clinical safety assessments, and governance policies. Each document is linked to its AI system record for easy retrieval at audit.
What you will have in 4 weeks
DPIA documented for every clinical AI system processing special category health data
Human oversight mechanisms evidenced and ready for ICO review or CQC inspection
IG lead review trail recorded via Partner Portal with timestamps and annotations
Important: AI Governance Hub is a preparation tool that helps you understand, document, and work towards your compliance requirements. It does not provide legal advice and does not certify regulatory compliance. You remain responsible for your own compliance obligations. Consult a qualified solicitor or data protection specialist for legal advice specific to your situation.
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