Best AI Bias Detection Software

Google What-If Tool is a visual interface that enables users to explore, analyze, and debug machine learning models by testing scenarios, examining fairness across subgroups, and generating counterfactual examples.

Fairlearn is an open-source Python package and community-driven project that helps data scientists assess fairness metrics and mitigate unfairness in AI systems.

IBM AI Fairness 360 is an extensible open-source toolkit with 70+ fairness metrics and 10+ bias mitigation algorithms to detect, understand, and mitigate discrimination and bias in machine learning models.

Holistic AI is a leading AI governance platform that helps enterprises manage AI risks, ensure compliance, and scale AI responsibly.

Credo AI is an AI governance platform that automates oversight, risk management, and regulatory compliance for enterprise AI systems.