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AI Assurance — Human Resources

AI in employment and recruitment: high-risk by default (Annex III §4)

Decisions about people in employment, recruitment, evaluation or promotion are high-risk under the EU AI Act and trigger GDPR Art. 22 obligations. AI Assurance with traceability per candidate and per decision.

Foto · Nastuh Abootalebi · Unsplash

What we see in this sector

ATS and scoring engines making automated decisions without per-candidate explainability.

Bias unmonitored across protected cohorts — legal risk under EU AI Act + GDPR.

The EU AI Act explicitly prohibits some use cases (Art. 5(1)(f)) — product cancellation risk.

Typical use cases

Applicable regulatory frameworks

Primary frameworks

Cross-cutting frameworks

AI supply chain — your role determines your obligations

The EU AI Act distributes obligations by role (Arts. 16, 24, 26). In this sector each role contributes a different piece to assurance.

Provider (Art. 16)

ATS or HR-software vendors with AI: CE marking mandatory to sell in the EU.

Integrator (Art. 24)

HR consultancies that customise models for end clients take on provider obligations if they modify the intended purpose.

Deployer (Art. 26)

Employing company operates under Art. 26: fundamental-rights impact assessment and human oversight on every decision about people.

One AI Assurance platform — for whichever frameworks apply to you.