# Bias and fairness testing

There are 4 bias and fairness testing in the index.

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

## AI governance tools

1. [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.
2. [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…
3. [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.
4. [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…

## Other categories in Online

- [AI governance platforms](https://aigovernancetools.fyi/us/global/online/category/ai-governance-platforms.md): 36 AI governance tools
- [LLM security and guardrails](https://aigovernancetools.fyi/us/global/online/category/llm-security-guardrails.md): 33 AI governance tools
- [AI data privacy](https://aigovernancetools.fyi/us/global/online/category/ai-data-privacy.md): 20 AI governance tools
- [AI observability and monitoring](https://aigovernancetools.fyi/us/global/online/category/ai-observability-monitoring.md): 20 AI governance tools
- [AI red teaming](https://aigovernancetools.fyi/us/global/online/category/ai-red-teaming.md): 16 AI governance tools
- [Model risk management](https://aigovernancetools.fyi/us/global/online/category/model-risk-management.md): 10 AI governance tools
- [EU AI Act compliance tools](https://aigovernancetools.fyi/us/global/online/category/eu-ai-act-compliance.md): 2 AI governance tools