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Bias and fairness audit providers

44 published entries state bias and fairness audit on their AI testing pages. Between them they name 9 AI product types.

A bias audit compares outcomes across groups and reports disparate impact.

bias audit: Measurement of whether a model's outcomes differ across demographic groups.
AI product type
Company type
Country (HQ or delivery)

Showing 44 of 44. Default order: coverage score, then name. How the score works.

Entries on this page: Bias and fairness audit providers
RankCompany typeAI products (as stated)ServicesVerified
1DeviQAPure-play QA companyPoland, Warsaw
LLM applicationsAI agentsRecommender and ranking systemsPredictive ML modelsComputer visionVoice AI
82010162026-11-09
2AbstractaPure-play QA companyUnited States, Jacksonville
LLM applicationsAI agentsPredictive ML models
102008152026-11-09
2ImpactQAPure-play QA companyUnited States
LLM applicationsAI agentsComputer visionVoice AIRecommender and ranking systems
9152026-11-09
4QATestLabPure-play QA companyCyprus
LLM applicationsAI agentsPredictive ML models
10142026-11-09
4TestingXpertsPure-play QA companyUnited States
LLM applicationsAI agentsVoice AI
10142026-11-09
4TestlioCrowdtesting platformUnited States, Austin
LLM applicationsAI agentsPredictive ML modelsRecommender and ranking systems
82012142026-11-09
4TestriqPure-play QA companyIndia, Mira-Bhayandar
LLM applicationsAI agentsPredictive ML models
92010142026-11-09
10ITRex GroupIT services firm with a QA practiceUnited States, Sacramento
LLM applicationsAI agentsComputer visionPredictive ML modelsRecommender and ranking systems
62009132026-11-09
11Fulminous SoftwareIT services firm with a QA practiceIndia, Jaipur
Voice AIAI agentsAutonomous and embedded AI
72019122026-11-09
11QualityAI (formerly Qualitest)Pure-play QA companyUnited States, Santa Clara
LLM applicationsAI agentsPredictive ML modelsRecommender and ranking systems
7122026-11-09
11SunTec IndiaData and evaluation vendorIndia, New Delhi
LLM applicationsDocument AIPredictive ML models
71999122026-11-09
14QAwerkPure-play QA companyUkraine, Kyiv
LLM applicationsAI agents
72015112026-11-09
14Testrig TechnologiesPure-play QA companyUnited States, Dallas
Predictive ML models
82015112026-11-09
18Indium SoftwareIT services firm with a QA practiceUnited States, Cupertino
AI agentsLLM applicationsRecommender and ranking systems
6102026-11-09
18KiwiQAPure-play QA companyAustralia, Bella Vista
LLM applications
72009102026-11-09
18KualitatemPure-play QA companyUnited States, New York
Predictive ML models
72010102026-11-09
18ShaipData and evaluation vendorUnited States, New York
LLM applicationsAI agentsVoice AI
6102026-11-09
18Sparkout TechIT services firm with a QA practiceIndia, Coimbatore
Predictive ML models
72017102026-11-09
23AppSierraIT services firm with a QA practiceIndia, Noida
LLM applicationsAI agentsPredictive ML models
592026-11-09
23BugRaptorsPure-play QA companyIndia
Computer visionPredictive ML modelsVoice AI
4201692026-11-09
23ChetuIT services firm with a QA practiceUnited States, Sunrise
Predictive ML models
6200092026-11-09
23Luxe QualityPure-play QA companyUnited States, McLean
Computer visionVoice AIPredictive ML models
592026-11-09
29AIDX TechAI assurance and audit specialistSingapore, Singapore
LLM applicationsAI agentsVoice AIComputer vision
482026-11-09
29Frugal TestingPure-play QA companyIndia, Hyderabad
Voice AIComputer visionAutonomous and embedded AI
482026-11-09
29SG AnalyticsIT services firm with a QA practiceIndia, Pune
LLM applications
5200782026-11-09
29TestMatickPure-play QA companyUnited States, New York
Recommender and ranking systemsPredictive ML models
4200982026-11-09
34CentificData and evaluation vendorUnited States, Redmond
AI agentsComputer vision
472026-11-09
34CognizantIT services firm with a QA practiceUnited States, Teaneck
AI agentsVoice AIPredictive ML models
472026-11-09
34MacgenceData and evaluation vendorIndia, Noida
Predictive ML models
572026-11-09
34QualitrixPure-play QA companyIndia, Bengaluru
Predictive ML models
572026-11-09
34ResillionPure-play QA companyUnited Kingdom
Predictive ML models
572026-11-09
40AppenData and evaluation vendorAustralia
LLM applications
562026-11-09
40Fairly AIAI assurance and audit specialistCanada, Kitchener
LLM applicationsPredictive ML modelsAI agents
362026-11-09
40InnodataData and evaluation vendorUnited States, Ridgefield Park
LLM applicationsGenerative media
462026-11-09
40KainosIT services firm with a QA practiceUnited Kingdom, Belfast
LLM applications
31001-500062026-11-09
50Digital Divide DataData and evaluation vendorUnited States, New York
LLM applicationsVoice AI
352026-11-09
50Knovel EngineeringIT services firm with a QA practiceSingapore, Singapore
LLM applications
452026-11-09
50QAlifiedPure-play QA companyUruguay, Montevideo
LLM applications
352026-11-09
61AccentureIT services firm with a QA practiceIreland, Dublin
AI agents
25001+42026-11-09
61Resolution EconomicsUnited States, Los Angeles
Predictive ML models
242026-11-09
61SnoopgamePure-play QA companyEstonia, Tallinn
Computer visionRecommender and ranking systems
242026-11-09
61Trilateral ResearchAI assurance and audit specialistUnited Kingdom, London
Predictive ML models
342026-11-09
61Welo DataData and evaluation vendorUnited States
LLM applications
342026-11-09
74APTMetricsUnited States, Westport
Predictive ML models
1199532026-11-09

Product types covered by vendors stating this service

Count of entries on this page that state each product type.

Product types stated by entries offering Bias and fairness audit
Product typeBias and fairness audit
LLM applications25
AI agents19
Voice AI11
Computer vision9
Predictive ML models24
Recommender and ranking systems8
Generative media1
Document AI1
Autonomous and embedded AI2

Scope and standards referenced

Disparate impact across groups; NYC Local Law 144; EU AI Act Article 10.

The directory lists which vendors state this service. It does not test whether a vendor applies these standards.

Questions

What is an AI bias audit?

A bias audit measures whether a model's outcomes differ across groups such as sex, race or age, and reports the size of any difference. 44 published entries state bias and fairness audits.

How is an AI bias audit carried out?

The auditor defines the groups and outcomes to compare, collects or receives outcome data, computes metrics such as selection rates and impact ratios, and documents data limits and methods. Findings usually come with remediation suggestions and a plan for repeat audits.

When is an AI bias audit legally required?

In New York City, Local Law 144 requires an independent bias audit within one year before an automated employment decision tool is used for hiring or promotion, with a public summary of results. The EU AI Act asks providers of high-risk systems to examine data for possible biases under Article 10.

How should you read the results of an AI bias audit?

Look at which groups were compared, the metric used, the size of each gap and the data it was computed on. A small sample or missing group data limits what the result shows, and a good report states those limits.

What should you ask before hiring an AI bias auditor?

Ask whether the auditor is independent of the system's developer, which metrics and legal standards the audit follows, what data it needs from you, and whether the summary can be published if a law requires it.

What is an algorithmic audit, and how does it differ from a bias audit?

An algorithmic audit reviews a whole automated decision system: its purpose, data, accuracy, transparency, governance and impacts. A bias audit is a narrower measurement of outcome differences across groups and is often one part of an algorithmic audit.

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