ORCAA
O'Neil Risk Consulting & Algorithmic Auditing
How do you know your ai is working well for everyone?
Last verified April 24, 2026About ORCAA
ORCAA is an algorithmic auditing consultancy that conducts comprehensive audits of AI systems including generative AI, predictive models, and facial recognition using its Ethical Matrix framework to identify fairness and performance risks and provide mitigation recommendations. It offers quantitative bias testing via a proprietary cloud platform for regulatory compliance like NYC Local Law 144, AI governance consulting for policy development and vendor diligence, cockpit design for real-time risk monitoring, and training workshops. Typical buyers are organizations in hiring, insurance, credit, education, and healthcare needing to demonstrate safe AI deployment and comply with bias audit laws. Recent work includes Uber's AI governance report and HTI-1 compliance support.
Framework coverage
Coverage claims documented by ORCAA on their own materials. Chip shading reflects the strength of the claim, not an independent audit.
US · in force
Capabilities
Features ORCAA markets publicly. Inclusion means the capability is documented — not that it's best-in-class.
Risk Assessment Workflow
Guided workflows for completing AI impact assessments, risk scoring, and approval routing.
Bias & Fairness Testing
Automated statistical testing for disparate impact across protected attributes, with audit-ready reports.
Audit Evidence Collection
Automated collection, hashing, and retention of evidence (model cards, test results, approvals) for audit.
Policy Management
Authoring, versioning, and distribution of AI usage policies mapped to regulations.
Third-Party AI Risk Management
Due diligence and ongoing monitoring of AI vendors, subprocessors, and foundation model providers against compliance and security criteria.
Model Monitoring
Production monitoring for performance, drift, data quality, and fairness regressions.
Pricing
Contact for pricing
Pros and cons
Pros
- Specializes in algorithmic audits across diverse AI types with proprietary Ethical Matrix framework.
- Provides NYC Local Law 144 bias audits using privacy-protected inference methods.
- Offers governance consulting and custom monitoring cockpits integrable with existing platforms.
- Published independent audits like Uber's AI governance report.
Cons
- No public pricing information available.
- Limited employee count suggests potential scalability constraints for large engagements.
- No explicit coverage of major frameworks like EU AI Act or NIST AI RMF documented.
- Lacks integrations with specific ML platforms.
Frequently asked
What types of AI systems does ORCAA audit?+
Generative AI, automated decision systems, predictive models, and facial recognition.
Does ORCAA support NYC Local Law 144 compliance?+
Yes, via Bias Audit Reports using their Pilot platform.
What is the Ethical Matrix framework?+
A framework used in algorithmic audits to identify high-priority fairness and performance issues.
Can ORCAA measure bias without sensitive data?+
Yes, using inference methodologies in their patent-pending cloud platform.
Sources
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