Independent AI Governance & Assessment Audit
Independent AI Defensibility Audit
Review whether your AI-enabled assessment, hiring or workforce decision systems are explainable, accountable and defensible — before governance, legal or reputational scrutiny exposes the gaps.
Book an AI defensibility consultation
What exactly are you buying?
An independent review of the governance, psychometric defensibility and decision-accountability risks in AI-supported hiring, assessment or workforce evaluation systems.
AI assessment defensibility review
Evaluation of how AI-supported assessments, scoring models, interviews, screening tools or simulations influence people decisions.
Governance and accountability audit
Review of oversight, escalation, documentation, human review and decision-ownership arrangements.
Evidence quality assessment
Assessment of whether the evidence being used is relevant, job-related, interpretable and proportionate to the decision being made.
Risk and remediation report
A practical report identifying defensibility risks, governance gaps and recommended actions.
Why AI defensibility matters now
AI adoption is moving faster than governance maturity. Many organisations can explain why they adopted AI, but cannot yet evidence whether AI-influenced decisions are fair, valid, reviewed, accountable and commercially defensible.
The key question
Not simply: “Does the AI work?”
But: “Can we defend the quality and accountability of decisions influenced by AI?”
Where risk appears
- AI-supported candidate screening
- Automated interview or assessment scoring
- Leadership and talent evaluation
- Workforce capability mapping
- AI-generated recommendations used in people decisions
What the audit evaluates
1. Governance alignment
Are ownership, oversight, escalation and review responsibilities clear?
2. Assessment relevance
Is the evidence genuinely relevant to the role, capability or decision context?
3. Decision transparency
Can stakeholders understand how AI influences outcomes and recommendations?
4. Human oversight
Is human review meaningful, documented and appropriately timed?
5. Risk and fairness exposure
Where could adverse impact, over-reliance, opacity or accountability drift emerge?
6. Psychometric defensibility
Does the process produce credible behavioural evidence for the intended decision?
What results do you get?
Defensibility risk profile
A clear view of where AI-enabled decision systems are strong, exposed or insufficiently evidenced.
Governance gap analysis
Identification of weak points in accountability, documentation, escalation and oversight.
Practical remediation priorities
Recommended actions to improve defensibility without slowing commercial AI adoption unnecessarily.
Board and HR-ready summary
A concise, evidence-led summary suitable for HR, legal, governance, risk and executive stakeholders.
How this fits into your organisation
The audit is designed for organisations already using, piloting or procuring AI-enabled tools in hiring, assessment, talent, leadership or workforce decision-making.
Before procurement
Use the audit to challenge vendor claims and clarify defensibility expectations before implementation.
During pilot
Review whether the tool generates credible, interpretable and decision-relevant evidence.
After implementation
Check whether live use has created governance drift, over-reliance or documentation gaps.
For executive assurance
Provide independent review evidence for HR, legal, risk, procurement and senior leadership teams.
Typical use cases
AI hiring tools
Screening, ranking, interview analysis, automated scoring and candidate shortlisting.
AI assessment platforms
SJTs, simulations, capability diagnostics, scoring engines and report generation.
Leadership evaluation
AI-supported executive assessment, talent review and succession decision processes.
Workforce analytics
Capability mapping, performance signals, skills inference and AI-readiness profiling.
Book an independent AI defensibility review
Discuss your AI-enabled assessment, hiring or workforce decision system and identify where independent defensibility review would add the most value.
Book a consultation
Related RWA services
AI HR Governance Audit
For employers reviewing AI use across HR, recruitment and workforce decision-making.
AI Assessment Services
Design, validation and audit support for AI-enabled assessment systems.
AI Capability Assessment
Measure workforce AI capability, judgement and readiness for AI-assisted work.
Leadership AI Assessment
Assess executive judgement, governance and decision quality in AI-enabled leadership contexts.
FAQ
Is this a technical AI model audit?
No. The focus is decision defensibility, assessment quality, governance, accountability and organisational risk.
Is this only for recruitment?
No. It applies to hiring, assessment, leadership evaluation, workforce analytics and AI-supported people decisions.
Can this review vendor tools?
Yes. The audit can review vendor claims, evidence quality, scoring logic, decision use and governance fit.
What is the main output?
A practical defensibility report highlighting risks, evidence gaps and recommended remediation priorities.