What AI says about O'Neil Risk Consulting & Algorithmic Auditing (ORCAA)
Since Jul 5Updated Nov 3, 2026Based on 18,306 AI responses
Reviewed by Dimitry Apollonsky
AI summary
O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) is a consultancy that audits algorithmic and AI systems for bias, fairness, and safety. It is among the brands most often named when organizations need independent algorithmic auditing for bias mitigation, regulatory compliance, and external AI governance oversight.
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of AI answers about O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) and its rivals
- ChatGPT1%
- Google AI Mode1%
AI calls itindependent,specialized,quantitative bias testing,specialist,high-stakes,leading
Markets where AI mentions O'Neil Risk Consulting & Algorithmic Auditing (ORCAA)
Topics where AI mentions O'Neil Risk Consulting & Algorithmic Auditing (ORCAA)
- AI picks mostMentioned in
- We are investigating AI for predictive policing (ethical risks). Who offers algorithmic fairness auditing for public sector?on this questionAI picks O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) and 1 more about as often94%
Excerpts where O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) appeared in the AI's answer
Google AI ModeOct 28, 2026, Google AI Mode O'Neil Risk Consulting & Algorithmic Auditing (ORCAA): Offers independent algorithmic audits
ChatGPTSep 15, 2026, ChatGPT O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) — probably one of the closest fits. It performs algorithmic audits of predictive models, automated decision systems and facial recognition, explicitly examining fairness and societal risk.
- I am planning to audit our algorithms for racial and gender bias. Who offers independent algorithmic auditing?on this questionAI picks O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) and 1 more about as often93%
Excerpts where O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) appeared in the AI's answer
ChatGPTOct 5, 2026, ChatGPT O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) Algorithmic audits covering hiring, healthcare, predictive models, facial recognition and generative AI
ChatGPTAug 19, 2026, ChatGPT O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) — A specialist algorithmic-auditing firm.
- I am planning to use AI for hiring. Who specializes in bias mitigation compliance for NYC Local Law 144?on this questionAI picks Holistic AI most34%
- We are facing bias in our lending algorithms. Who consults on algorithmic fairness and bias mitigation?on this questionAI picks O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) most35%
- Which independent audit firms can test a deployed AI system for disparate impact and provide evidence suitable for regulators?on this questionAI picks Babl most42%
- I am planning to audit my algorithm for disparate impact. Who offers statistical bias testing tools?on this questionAI picks AI Fairness 360 and 1 more about as often19%
Excerpts where O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) appeared in the AI's answer
Google AI ModeJul 24, 2026, Google AI Mode O'Neil Risk Consulting & Algorithmic Auditing (ORCAA): Focuses on independent algorithmic audits.
Google AI ModeJul 12, 2026, Google AI Mode O'Neil Risk Consulting & Algorithmic Auditing (ORCAA): Specialized firm focused on auditing algorithms for bias.
O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) in AI answers
We are investigating AI for predictive policing (ethical risks). Who offers algorithmic fairness auditing for public sector?
Sources AI cites
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- [2310.02521] Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem (opens in a new tab) · 2%
- Auditing Work: Exploring the New York City algorithmic bias audit regime (opens in a new tab) · <1%
- AI auditing: The Broken Bus on the Road to AI Accountability (opens in a new tab) · <1%
The page AI cites most for O'Neil Risk Consulting & Algorithmic Auditing (ORCAA)
Check it mentions O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) and gets the details right.
