Fiddler AI
VerifiedAI observability and monitoring platform for LLMs and ML models. Provides explainability, fairness monitoring, drift detection, and production analytics for AI governance.
Frameworks Covered
NIST AI RMFEU AI Act
Services
model-monitoringexplainabilitybias-detectiondrift-detection
About Fiddler AI
Fiddler AI is an AI observability platform that helps organizations monitor, explain, and analyze their AI models in production. It provides tools for explainability, fairness monitoring, and drift detection to support AI governance and compliance.
Features
- Model explainability with SHAP, LIME, and custom explanations
- Fairness and bias monitoring across protected groups
- Drift detection for data and model behavior
- Production analytics and dashboards
- LLM monitoring with hallucination detection
- Compliance reporting for NIST AI RMF and EU AI Act
- Integration with major cloud ML platforms
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