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This classification is a preliminary assessment for governance preparation — not a legal assessment and not a final classification.
This report serves governance and compliance preparation on an evidence basis. It does not constitute legal advice, certification, or a conformity attestation.
Preliminary risk classificationNear high-risk — mandatory human oversight, external legal review recommended
Confidence of the assessmentmedium
ReviewHuman review required
StatusComputed
Reasoning (rule reference)
R-HIGH-EMPLOY-01 · Impact on employment or role assignment — proximity to Annex III (employment context) must be reviewed.R-ELEV-PII-01 · Processing of personal data sources — GDPR principles (purpose limitation, data minimization, data subject rights) must be applied.R-LIM-TRANSPARENCY-01 · Generative or recommending AI function — transparency and labeling obligations must be reviewed.
Rules version: v0.1.0 · Jurisdiction: eu-de · v1
Open legal questions
- Is there an Annex III constellation in the employment context? External legal review recommended.
Recommended risk mitigations
- Mandatory human review of every individual-case assessment by a named accountable person.
- No automatic decision with impact on persons — the system proposes, the human decides.
- Data minimization: process only governance-necessary categories, no copies of raw data.
- Role-based access control and audit events for every access to sensitive objects.
- Label AI-generated content as such; escalation to a human is possible at any time.
- Obtain external legal review before any real use (near high-risk constellation).
Uncertainty notes
Rule set v0.1 works with internal review heuristics on the EU AI Act, GDPR, Swiss DSG and the UK context. The assessment depends on the completeness of the registry entries and does not replace a legal review.
Evidence events
2026-07-10T11:53:02.030Z · ra_uc_humanx_skillmatch_v1_v0.1.0_mrevmlhq8
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