AI HR Compliance Audit
Independent review of AI use across recruitment, assessment and workforce decision-making.
Rob Williams Assessment helps employers identify whether AI-enabled HR processes are sufficiently fair, governed, documented and defensible.
Book an AI HR compliance audit discussionWhy organisations are buying this
AI is now entering recruitment, screening, assessment, interviewing, workforce planning and talent decision-making. That creates efficiency, but it also creates governance exposure.
Employers need to know whether AI-supported HR decisions can be explained, audited and defended. The risk is not only legal. It is also reputational, operational and commercial.
The key question is whether your AI-enabled HR process has enough evidence, oversight and documentation to withstand scrutiny.
What the audit reviews
Recruitment AI use
Screening, ranking, shortlisting, interview support and AI-generated candidate summaries.
Assessment evidence
Whether the process measures relevant constructs and supports appropriate employment decisions.
Governance controls
Human oversight, escalation routes, accountability and audit documentation.
Fairness risk
Candidate comparability, adverse impact exposure, transparency and consistency concerns.
Typical findings
Unclear accountability
No clear ownership of AI-supported recommendations or final decisions.
Vendor transparency gaps
Insufficient evidence about how AI outputs, scores or rankings are generated.
Weak audit trail
Limited documentation explaining how decisions were made and reviewed.
Overclaiming
AI tools being treated as more predictive, objective or fair than the evidence supports.
What organisations receive
Priority fixes
Practical recommendations for reducing immediate HR AI governance exposure.
Board summary
A concise executive-level summary for senior leadership, legal, risk or procurement teams.
Example application for a FTSE 100 employer
Audit example
A FTSE 100 employer reviews AI use across graduate screening, interview scoring and workforce planning. The audit identifies documentation gaps, unclear decision ownership and vendor evidence questions.
Governance example
The findings are used to strengthen human oversight, improve vendor challenge questions and create a clearer governance record for future audit or procurement review.
How this connects with RWA AI assessment services
Book an AI HR Compliance Audit discussion
Review whether your AI-enabled HR processes are fair, governed, documented and defensible.
Book a consultation with Rob WilliamsFrequently asked questions
Does this replace legal advice?
No. It provides independent psychometric, assessment and governance input. Legal advice should be taken where required.
Can this audit vendor tools?
Yes. RWA can review vendor evidence, outputs, documentation and decision-use risks where access is available.
Can it support procurement?
Yes. It can provide evidence requests, vendor challenge questions and risk indicators.