Fiddler
The AI Observability Platform.
Overview
Fiddler is an AI Observability platform that provides real-time monitoring and analysis of machine learning models and generative AI applications. It helps teams track model performance metrics, understand the reasons behind model predictions, and identify and resolve issues such as data drift and bias. Fiddler's platform is designed to foster trust and transparency in AI, enabling organizations to build and operate reliable and responsible AI systems.
✨ Key Features
- AI Model Monitoring
- Explainable AI (XAI)
- Data Drift Detection
- Bias and Fairness Assessment
- Performance Analytics
- Root Cause Analysis
🎯 Key Differentiators
- Strong focus on explainable AI (XAI)
- Unified platform for both ML models and generative AI
- Real-time monitoring and root cause analysis
Unique Value: Fiddler provides deep insights into the behavior of AI models, enabling organizations to build trust and ensure the responsible operation of their AI systems.
🎯 Use Cases (4)
✅ Best For
- Monitoring and explaining models in financial services and technology companies.
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Organizations with no in-house data science or ML engineering teams.
🏆 Alternatives
Fiddler offers more advanced explainability features compared to many other monitoring tools, providing a deeper understanding of model decisions.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Dedicated Support (Enterprise tier)
💰 Pricing
Free tier: N/A
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