Audit engagements
Public summaries of completed independent audits will be listed here as they are released.
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Arm 01 · Independent audit firm
AIBRAI Advisory
Independent, methodology-driven AI bias audits, risk assessments and remediation consulting for private companies, public institutions and multilateral organisations — spanning every major legal framework, not only the EU AI Act.
Capabilities
What AIBRAI Advisory delivers.
A focused, professional service portfolio — defensible to regulators, courts and peer review.
- 01Bias and fairness audits across hiring, credit, healthcare, justice, education, public services, housing, immigration, surveillance and generative AI
- 02Regulatory conformity assessments: EU AI Act, Swiss nDSG, US Executive Order, UK AI White Paper, Singapore IMDA and sector-specific frameworks worldwide
- 03Pre-deployment, post-deployment and periodic monitoring audits for both private and public institutions
- 04Counterfactual fairness testing, disparate-impact analysis and proxy-variable detection
- 05Technical documentation review, DPIA support and expert-witness reports for courts and regulators
- 06Hands-on workshops and specialised trainings on building anti-bias AI — for ML engineers, product managers and data teams
- 07Executive briefings and board education on algorithmic fairness, governance and regulatory readiness
- 08Train-the-auditor bootcamps and bespoke in-house curricula for HR, compliance, risk and DEI leaders
- 09Vendor due diligence: pre-procurement audits of third-party AI systems
Who it's for
Built for the people closest to the decision.
Independent. Defensible to regulators, courts and peer review.
- Frontier AI labs deploying high-stakes models
- Banks, insurers and healthcare providers
- Public institutions and regulators
- HR, legal, compliance and DEI leaders
How it works
A reproducible five-step protocol.
- 01
Scope
Identify the model, decision boundary, protected attributes and legal regime.
- 02
Data audit
Trace lineage, sampling, labelling and proxy variables.
- 03
Measure
Run statistical and counterfactual fairness tests across groups.
- 04
Remediate
Recommend technical, process and governance changes with a delivery roadmap.
- 05
Certify
Issue a signed report mapped to EU AI Act, ISO/IEC 42001 and NIST AI RMF.
Workstreams
Organised by purpose.
Each workstream is a living space — outputs, reports and engagements will be published here as they are released.
Certifications (in development)
A practitioner certification programme is in development. Details and enrolment will be published here once it launches.
Workshop programme
Upcoming open-enrolment workshops, executive briefings and train-the-auditor bootcamps.
Engagement
How to work with us
Every engagement is scoped to the system, jurisdiction and stakeholders involved. Reach out for a short scoping call — pro-bono for civil society and affected individuals, capacity permitting.
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Ready to engage AIBRAI Advisory?
Most engagements start with a 30-minute scoping call. Pro-bono support is available for civil-society organisations and for individuals affected by AI bias.