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GDPR and AI: Data Processing Requirements You're Probably Missing

DAF
Dr. Amanda Foster
Healthcare Compliance Advisor
·October 24, 2025·13 min read

The European Data Protection Supervisor's October 2025 guidance on generative AI clarifies GDPR application in ways many organizations haven't addressed.

Key Requirements

Data Protection Impact Assessments

DPIAs are required for high-risk AI processing. Most enterprise AI use cases qualify as high-risk under the guidance.

Purpose Limitation

AI systems must process data only for specified, explicit purposes. Using customer support data to train AI models likely violates purpose limitation without explicit consent.

Data Minimization

Only process data necessary for the AI function. Sending entire documents to AI for summarization when only portions are needed may violate this principle.

Transparency

Individuals must be informed when AI processes their data. This includes informing customers when AI assists with their support tickets.

Automated Decision-Making Rights

Where AI significantly affects individuals, they have the right to human review. This applies to AI-assisted hiring, credit decisions, and similar contexts.

Implementation Steps

1. Inventory all AI systems processing personal data

2. Conduct DPIAs for high-risk processing

3. Update privacy notices to reflect AI usage

4. Implement human review processes for significant decisions

5. Document lawful basis for each AI processing activity

Organizations that address these requirements proactively will be better positioned when enforcement actions increase.

DAF
Dr. Amanda Foster
Healthcare Compliance Advisor

Dr. Foster advises healthcare organizations on HIPAA, FDA, and emerging AI regulations. She previously served as Chief Privacy Officer at a major health system and holds a PhD in Health Informatics.

HIPAAHealthcare ITFDA Compliance

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