Regulatory Framework

GDPR for AI Systems

Data protection obligations don't stop at the AI boundary. When your AI system processes personal data, GDPR and the EU AI Act create overlapping — and sometimes conflicting — obligations that require careful navigation.

Key Obligations

Where GDPR meets AI

Four areas where data protection law directly impacts AI system design, training, and deployment.

Data Protection by Design

Art. 25 GDPR

AI systems must embed data protection into their architecture from inception. Training data selection, model architecture, and inference pipelines all carry DPIA obligations.

Automated Decision-Making

Art. 22 GDPR

When AI systems make decisions with legal or similarly significant effects, individuals have the right not to be subject to solely automated processing — and the right to meaningful information about the logic involved.

Data Protection Impact Assessment

Art. 35 GDPR

High-risk AI processing requires a DPIA before deployment. The EU AI Act's FRIA overlaps with — but does not replace — the GDPR DPIA obligation.

Lawful Basis for Training Data

Art. 6 GDPR

Every piece of personal data used to train an AI model needs a lawful basis. Legitimate interest assessments, consent mechanisms, and purpose limitation apply to training datasets.

Regulatory Overlap

GDPR × EU AI Act

Where two frameworks converge — and where they create tension.

GDPR	EU AI Act	Interaction
Art. 22 — Automated decisions	Art. 14 — Human oversight	GDPR requires human intervention; AI Act requires human oversight capability.
Art. 35 — DPIA	Art. 27 — FRIA	Both required for high-risk processing. One does not satisfy the other.
Art. 13/14 — Transparency	Art. 13 — Transparency	GDPR requires information about logic. AI Act requires technical documentation.
Art. 17 — Right to erasure	Art. 10 — Data governance	Erasure requests vs. data retention for model validation.

Navigate the Overlap

GDPR and AI compliance together — structured guidance for data protection officers managing AI systems.

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GDPR

EU AI Act

Interaction

Art. 22 — Automated decisions

Art. 14 — Human oversight

GDPR requires human intervention; AI Act requires human oversight capability.

Art. 35 — DPIA

Art. 27 — FRIA

Both required for high-risk processing. One does not satisfy the other.

Art. 13/14 — Transparency

Art. 13 — Transparency

GDPR requires information about logic. AI Act requires technical documentation.

Art. 17 — Right to erasure

Art. 10 — Data governance

Erasure requests vs. data retention for model validation.