Market

Algorithmic Bias Auditing Services in AI answers

Babl has a narrow lead for independent algorithmic audits and regulatory-ready evidence, with Deloitte close behind. For public-sector predictive policing audits, ORCAA is the usual answer.

What’s changing · since August

Since August, Bablrising has become the most named answer for NYC Local Law 144 hiring compliance. FairGaprising is now among the three most named for independent algorithmic auditing, and Credo AIrising is named regularly for statistical bias testing.

Since Jul 5Updated Nov 10, 2026Based on 420 AI answersReviewed by Dimitry Apollonsky

How we measure

Brands AI mentions

#	BrandMentioned in	Mentioned in	Recommended for
#1	Babl 45% Independent algorithmic audits, fairness testing, and regulatory preparation	45%	Independent algorithmic audits, fairness testing, and regulatory preparation
#1	O'Neil Risk Consulting & Algorithmic Auditing (ORCAA) 44% Independent audits and oversight of algorithmic systems	44%	Independent audits and oversight of algorithmic systems
#1	Deloitte 42% Algorithmic fairness consulting and external AI governance reviews	42%	Algorithmic fairness consulting and external AI governance reviews
#4	Holistic AI 38% Bias audits, subgroup analysis, and governance workflows	38%	Bias audits, subgroup analysis, and governance workflows
#4	PwC 37% AI assurance and external oversight for governance boards	37%	AI assurance and external oversight for governance boards
#6	KPMG 25% External AI governance reviews and assurance	25%	External AI governance reviews and assurance
#6	EY 25% Responsible AI practices and external governance reviews	25%	Responsible AI practices and external governance reviews
#6	Warden AI 23% Hiring bias audits and Local Law 144 compliance	23%	Hiring bias audits and Local Law 144 compliance
#9	AI Fairness 360 16% Statistical fairness metrics and bias mitigation tools	16%	Statistical fairness metrics and bias mitigation tools
#9	FairGap 16%	16%
#9	Credo AI 16% Governance workflows and fairness assessments	16%	Governance workflows and fairness assessments
#9	Fairlearn 14%	14%
#13	Fiddler AI 11%	11%
#13	Aequitas 10%	10%
#13	Fisher Phillips 8%	8%
#16	Arthur 7%	7%
#16	AI Now Institute 7%	7%
#16	iDharma 7%	7%
#16	What-If Tool 7%	7%
#16	ForHumanity 6%	6%
#16	Algorithmic Justice League 6%	6%
#16	TAGC Assurance 5%	5%
#16	IBM 5%	5%
#24	AxiLayer AI 5%	5%
#24	AI Audits 5%	5%
#24	ComplianceTech 5%	5%
#24	DCI Consulting 4%	4%
#24	SolasAI 4%	4%
#24	Parity 4%	4%
#24	AEDT Audits 4%	4%
#24	Trilateral Research 4%	4%
#24	VerifyWise 4%	4%
#24	Amazon SageMaker, Amazon product line 4%	4%
#24	National Institute of Standards and Technology (NIST), Owned by U.S. Department of Commerce 4%	4%
#24	NIST AI Risk Management Framework, U.S. Department of Commerce product line 4%	4%
#24	FirstPrinciple Advisory 4%	4%
#24	Ada Lovelace Institute 4%	4%
#24	Accenture 4%	4%
#24	AIF360 3%	3%
#24	BoardSight 3%	3%
#24	AramGRC 3%	3%
#42	HAIEC 3%	3%
#42	FairNow 3%	3%
#42	BNH.AI 3%	3%
#42	Pace Analytics 2%	2%
#42	Monitaur 2%	2%
#42	ResEcon 2%	2%
#42	Weights & Biases 2%	2%
#42	OneTrust 2%	2%
#42	Asenion 2%	2%
#42	BLDS 2%	2%
#42	Eticas 2%	2%
#42	AptMetrics 2%	2%
#42	Auditrix AI 2%	2%
#42	Brennan Center for Justice, Owned by New York University 2%	2%
#42	CrossCheck Compliance 2%	2%
#42	Idiro 2%	2%
#42	Bias Audit USA 2%	2%
#42	FairTest 2%	2%
#42	Minerva AI Assurance 2%	2%
#42	Schneider Downs 2%	2%
#42	Algorithm Audit 2%	2%
#42	LL144 Audit 2%	2%
#42	Responsible AI Audit 2%	2%
#42	United States Government Accountability Office (GAO), Owned by United States Congress 2%	2%
#42	DLA Piper 2%	2%
#42	Zest AI 1%	1%
#42	AIQA Global, LLC 1%	1%
#42	BSI Group 1%	1%
#42	Mosaic Data Science 1%	1%
#42	Center for Democracy & Technology 1%	1%
#42	Trustible 1%	1%
#42	Responsible AI Institute 1%	1%
#75	Deloitte AI Risk 1%	1%
#75	NYC Bias Audit 1%	1%
#75	FairPlay AI 1%	1%
#75	Data & Society 1%	1%
#75	Women's World Banking 1%	1%
#75	Partnership on AI 1%	1%
#75	Fairlogic 1%	1%
#75	World AI Governance Foundation 1%	1%
#75	RubinBrown 1%	1%
#75	Epstein Becker & Green 1%	1%
#75	NAACP 1%	1%
#75	HaystackID 1%	1%
#75	National Association of Corporate Directors 1%	1%
#75	Fairsight 1%	1%
#75	New York City Department of Consumer and Worker Protection, New York City product line 1%	1%
#75	Wolters Kluwer US Regulatory Consulting, Wolters Kluwer product line 1%	1%
#75	NYC144Audit 1%	1%
#75	Eightfold AI 1%	1%
#75	Unbiased Services 1%	1%
#75	Veriprajna 1%	1%
#75	Lumenova 1%	1%
#75	Pivot Point Security 1%	1%
#75	Center for AI Oversight 1%	1%
#75	TensorFlow Fairness Indicators 1%	1%
#75	Magic Mirror Security 1%	1%
#75	Littler Mendelson 1%	1%
#75	ALS Consulting 1%	1%

By AI engine

Mentioned in

Latest insights

Week of Oct 19–25

KPMG Gaining: KPMG is mentioned in 24% of answers, up from 14%

Sites AI cites

49% of citations point at the ranked brands’ own sites. orcaarisk.com, arxiv.org, aicompliancevendors.com are the most-cited sites outside the ranked brands’ own domains.

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