FairMind
VerifiedEthical AI governance and bias detection platform for ML, LLM, and multimodal AI. Generates compliance reports, AI BOMs, and automated remediation code. Compliant with EU AI Act, India DPDP Act, and GDPR.
Frameworks Covered
EU AI ActGDPRISO 42001NIST AI RMFIEEE 7000
Services
bias-detectioncompliance-reportingremediationmonitoring
About FairMind
FairMind is a production-ready AI Governance and Bias Detection Platform designed for modern AI systems. It provides comprehensive tools for detecting bias, generating compliance reports, and ensuring ethical AI development across Classic ML, LLMs, and Multimodal systems.
Features
- Disparate Impact Analysis for ML bias detection
- LLM bias detection: WEAT, SEAT, Minimal Pairs, Counterfactual Fairness, Stereotype Detection
- Automated remediation code generation (reweighting, resampling, threshold optimization)
- AI Bill of Materials (BOM) generation for model transparency
- Compliance reporting for EU AI Act, GDPR, India DPDP Act, ISO 42001, NIST AI RMF, IEEE 7000
- Real-time monitoring of model performance and bias metrics
- MLOps integration with Weights & Biases and MLflow
- Model marketplace and advanced reporting
Tech Stack
- Backend: FastAPI, Python 3.11
- Frontend: Next.js, TypeScript, Tailwind CSS
- ML: PyTorch, HuggingFace Transformers
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