EU AI Act / Art.10

Art.10: Data and Data Governance

Training, validation, test data must meet quality + relevance criteria.

Last reviewed June 2026

Problem

The gap Art.10 closes

Data and Data Governance sits in the data governance surface, and EU AI Act rates it critical. Training, validation, test data must meet quality + relevance criteria. For teams shipping LLM and agentic features, a control like this is only as good as the evidence that it was actually tested - an unverified control is a finding waiting for an auditor.

How Penaxtra approaches it

How Penaxtra delivers Art.10

Penaxtra turns this EU AI Act obligation into testable, recurring evidence: scheduled scans and posture checks produce findings tied to Art.10, and the append-only audit log records what was tested and when, which is exactly what an assessor asks for. Every relevant finding is created with the EU AI Act Art.10 identifier already attached, so it lands in the audit-evidence pack mapped to the control rather than as a screenshot someone has to translate later. Where the same weakness touches another framework, the cross-framework overlap means one finding satisfies several control cells at once.

Technical capabilities

Art.10 capabilities

Probe and check coverage aligned to Art

10 (Data and Data Governance).

Findings tagged with the EU AI Act Art

10 control identifier.

Severity context (EU AI Act rates this critical)

Cross-framework overlap so one finding maps to several control cells

PDF and JSON audit-evidence export with the control id attached

Compliance mapping

Art.10 compliance mapping

Findings for Art.10 carry the EU AI Act Art.10 identifier and cross-map to the related controls in the other five frameworks Penaxtra covers.

FAQ

Frequently asked

What is Art.10 (Data and Data Governance)?

Training, validation, test data must meet quality + relevance criteria. It is part of EU AI Act, rated critical.

How does Penaxtra test for Art.10?

Penaxtra turns this EU AI Act obligation into testable, recurring evidence: scheduled scans and posture checks produce findings tied to Art.10, and the append-only audit log records what was tested and when, which is exactly what an assessor asks for.

Does a finding for Art.10 help with an audit?

Yes. Each finding is tagged with the EU AI Act Art.10 control identifier and exported in the PDF and JSON evidence pack, so it maps straight onto the auditor control list instead of needing manual translation.

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