Bias & Fairness Testing
11 vendors curated. Independent ranking, no paid placement.
Lumenova AI
Enterprise platform automating AI governance, risk assessment, and fairness monitoring.
ModelOp
AI ethics platform for model monitoring, bias detection, and governance.
Sardine
AI risk management for fraud detection with governance oversight.
Evidently AI
ML monitoring and testing platform for model performance, bias, and data drift.
OWASP AI Testing Guide
Open-source testing methodology for AI security, bias, and compliance risks.
AI Ethics Lab
AI ethics framework and governance tools for responsible AI deployment.
FairNow
Continuous fairness monitoring and bias remediation for high-stakes AI systems.
Fiddler AI
Monitor model drift, detect bias, and explain ML/LLM decisions in production.
Holistic AI
AI governance platform auditing systems against regulatory frameworks
Knostic
AI governance platform with bias detection and compliance dashboards.
SolasAI
Detect algorithmic bias and ensure fairness compliance in AI decisions.