Fiddler AI
A platform to monitor, explain, and improve AI/ML models in production, ensuring transparency, fairness, and reliable performance.
ML MonitoringModel ExplainabilityAI ObservabilityResponsible AIMLOpsAI Performance
Fiddler AI Introduction
Fiddler AI is an ML model performance management platform that helps data science and MLOps teams ensure their models remain accurate, fair, and explainable in production. It continuously monitors for data drift, concept drift, and performance drops, and provides detailed, interpretable explanations for model predictions. This is critical for organizations in finance, healthcare, and other regulated industries where model transparency isn’t optional. With Fiddler AI, teams can detect issues early, debug faster, and maintain trust in their AI systems over time.
Key Features
- Monitors model drift, data quality, and performance metrics in real time
- Generates human-readable explanations for individual predictions
- Detects bias and fairness issues across different demographic segments
- Provides root-cause analysis for performance degradation alerts
- Integrates with popular ML frameworks and deployment environments
