Procurement

AI Hiring Tool Vendor Due Diligence Checklist

Evaluate AI hiring tool vendors for bias risk, compliance support, and transparency before procurement.

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Request vendor bias audit documentationcritical

Ask for third-party bias audit reports. If the vendor has never been audited, that is a red flag.

Evaluate data export capabilitiescritical

Can you export candidate data, AI scores, and demographic data for independent auditing? If not, compliance is difficult.

Review training data documentationhigh

Understand what data the AI was trained on and whether it represents diverse populations.

Check regulatory compliance claimshigh

Verify specific compliance claims (LL144, EU AI Act) — ask for documentation, not just marketing claims.

Assess model explainabilityhigh

Can the vendor explain why a specific candidate was screened out? Black-box models are higher risk.

Review candidate notification supportmedium

Does the tool support candidate-facing disclosures required by regulations?

Evaluate ongoing monitoring capabilitiesmedium

Does the vendor provide continuous bias monitoring between formal audits?

Check contractual compliance obligationshigh

Ensure contracts include vendor cooperation for third-party audits and data access for compliance.

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