AI Hiring Compliance Radar

Vendor evidence

A vendor saying "AI-assisted" or "human reviewed" is not enough for an evidence file.

Ask for audit summaries, limitation notes, reviewer instructions, change notices, and candidate-facing support before renewal pressure hits.

Evidence to request

Keep the request narrow enough that a vendor can answer it.

Audit

Summary and scope

Ask which workflow, model version, data period, role family, geography, and decision point the audit or validation covered.

Limits

Known gaps and exclusions

Ask where the tool should not be used, which populations or roles were not tested, and what assumptions the vendor makes.

Oversight

Reviewer instructions

Ask what reviewers see, how recommendations can be overridden, how decisions are logged, and what support exists for candidate-facing notices.

Renewal rhythm

Turn vendor answers into a monthly evidence habit.