Risk PlaybookEU

EU GDPR DPIA and Risk Management

A DPIA is a decision record for high-risk processing, not a formality after build is complete.

Use Article 35, Article 36, the WP29 trigger criteria, and CNIL methodology to make DPIAs usable by product and security teams.

Author
Sorena AI
Published
Feb 21, 2026
Updated
Feb 21, 2026
Sections
3

Structured answer sets in this page tree.

Primary sources
3

Cited legal and guidance references.

Publication metadata
Sorena AI
Published Feb 21, 2026
Updated Feb 21, 2026
Overview

A good DPIA is built early enough to change the product, not late enough to merely describe it. The legal core is Article 35 and Article 36, but the operational core is a screening workflow, a consistent set of high-risk criteria, a structured assessment of necessity and proportionality, a risk analysis focused on rights and freedoms, and a mitigation plan with real owners. If residual high risk remains, the workflow has to escalate to prior consultation rather than pretending the file is complete.

Section 1

1) Screening: decide early whether a DPIA is required

The fastest way to waste DPIA effort is to run them too late or for the wrong things. Screening should happen at idea, procurement, and major-change stages.

Use a stable checklist so teams are not guessing from memory.

  • Check for large-scale monitoring, profiling, special-category data, vulnerable populations, innovative technology, or processing that could have significant effects on individuals.
  • Use the WP29 high-risk criteria and any local supervisory-authority lists as the screen, not an internal folk test.
  • Store both positive and negative screening outcomes in a DPIA register.
  • Re-screen when the purpose, dataset, vendor chain, or transfer route changes materially.
Section 2

2) Build the DPIA around necessity, proportionality, and rights impact

A DPIA that only lists security threats is incomplete. It must also explain why the processing is needed and whether less intrusive options were considered.

This is where privacy by design becomes a documented engineering constraint.

  • Describe the processing, data flows, recipients, retention, and international transfers clearly enough that another reviewer can understand the system.
  • Assess necessity and proportionality against the purpose, not just technical convenience.
  • Identify risks to confidentiality, integrity, availability, fairness, autonomy, non-discrimination, and other rights impacts as relevant.
  • Seek DPO advice and, where appropriate, the views of data subjects or their representatives.
Section 3

3) Mitigation library and residual-risk decision

A useful DPIA ends with measures that can be assigned, built, tested, and verified.

Residual risk should never be a vague sentence without an owner.

  • Translate each mitigation into a control with an owner, target date, and verification method.
  • Map security measures to Article 32 and business-process controls to notice, choice, review, and governance obligations.
  • Track open issues and accepted residual risks in the same register as the DPIA decision.
  • Escalate for prior consultation under Article 36 where residual high risk remains after planned measures.
Recommended next step

Keep EU GDPR DPIA and Risk Management in one governed evidence system

SSOT can take EU GDPR DPIA and Risk Management from reusing this material inside a governed evidence system to a reusable workflow inside Sorena. Teams working on EU GDPR can keep owners, evidence, and next steps aligned without copying this guide into separate documents.

Primary sources

References and citations

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