# Bias and fairness testing

AIGovernanceTools lists 8 bias and fairness testing. Each record links to the vendor page it was checked against.

8 AI governance tools. Also on the [web page](https://aigovernancetools.fyi/category/bias-fairness-testing).

## AI governance tools

1. [Holistic AI](https://aigovernancetools.fyi/gb/global/online/holistic-ai.md), AI governance platforms, Online: Enterprise AI governance platform to identify, protect and enforce AI governance across an organisation's AI systems.
2. [Optro](https://aigovernancetools.fyi/us/global/online/optro.md), AI governance platforms, Online: Optro’s agentic AI Governance solution ensures compliance, manages risk, automates manual governance work, and drives responsible AI innovation at scale.
3. [QuantPi](https://aigovernancetools.fyi/de/global/online/quantpi.md), AI governance platforms, Online: Validate agentic AI, LLMs, and physical AI systems before deployment. Black-box testing, reasoning trace analysis, and ODD validation with statistical…
4. [FairPlay](https://aigovernancetools.fyi/us/global/online/fairplay.md), Bias and fairness testing, Online: From predictive models to autonomous agents, FairPlay automates the validation, testing, and optimization financial institutions need to deploy AI with…
5. [Warden AI](https://aigovernancetools.fyi/gb/global/online/warden-ai.md), Bias and fairness testing, Online: Warden AI audits and certifies AI recruitment tools for fairness and compliance, giving vendors, staffing firms, and enterprises third-party assurance.
6. [Eticas](https://aigovernancetools.fyi/es/global/online/eticas.md), Bias and fairness testing, Online: Ensure trustworthy AI systems with independent evaluation and monitoring. Gather evidence that backs compliance and safety across industries with Eticas.ai.
7. [Monitaur](https://aigovernancetools.fyi/us/global/online/monitaur.md), AI governance platforms, Online: AI governance software covering policy definition, risk assessment, drift and bias monitoring, stress testing and transaction search across the AI lifecycle.
8. [SolasAI](https://aigovernancetools.fyi/us/global/online/solasai.md), Bias and fairness testing, Online: SolasAI tests AI and statistical models for bias before they launch, monitors them after, and builds less discriminatory alternatives. Used by banks, credit…

## Bias and fairness testing by city

- [Online, Global](https://aigovernancetools.fyi/us/global/online/category/bias-fairness-testing.md): 4 AI governance tools
- [Online, Global](https://aigovernancetools.fyi/gb/global/online/category/bias-fairness-testing.md): 2 AI governance tools
- [Online, Global](https://aigovernancetools.fyi/de/global/online/category/bias-fairness-testing.md): 1 AI governance tool
- [Online, Global](https://aigovernancetools.fyi/es/global/online/category/bias-fairness-testing.md): 1 AI governance tool

## Related categories

- [AI governance platforms](https://aigovernancetools.fyi/category/ai-governance-platforms.md): 66 AI governance tools
- [LLM security and guardrails](https://aigovernancetools.fyi/category/llm-security-guardrails.md): 61 AI governance tools
- [AI red teaming](https://aigovernancetools.fyi/category/ai-red-teaming.md): 44 AI governance tools
- [AI data privacy](https://aigovernancetools.fyi/category/ai-data-privacy.md): 31 AI governance tools
- [AI observability and monitoring](https://aigovernancetools.fyi/category/ai-observability-monitoring.md): 31 AI governance tools
- [EU AI Act compliance tools](https://aigovernancetools.fyi/category/eu-ai-act-compliance.md): 20 AI governance tools
- [Model risk management](https://aigovernancetools.fyi/category/model-risk-management.md): 12 AI governance tools