Fiddler AI - Monitor AI Models in Production

Enterprise control plane for observing and securing production AI agents

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Updated Jul 2026 · Added Jun 2026

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What is Fiddler Ai?

Fiddler AI is an enterprise AI control plane that provides end-to-end observability, governance, and security for production AI agents and systems. It enables organizations to test, observe, protect, and govern AI at scale through continuous evaluations, fast guardrails, and centralized compliance controls. Built for enterprises deploying mission-critical agentic AI across healthcare, finance, insurance, and government sectors.

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Key Features of Fiddler Ai

Agentic Observability with end-to-end visibility and control
Continuous Evaluations from testing to production
Fast Guardrails for enterprise AI policy enforcement
AI Governance, Risk Management, and Compliance
Fiddler Centor for fast and free model evaluation
Real-time policy enforcement
Responsible AI and bias mitigation
ML Observability for high-performing AI solutions

Who Should Use Fiddler Ai?

Monitor mission-critical AI for defense and intelligence operations

Deploy agents for clinical care and patient outcomes safely

Scale trusted agents across insurance claims and underwriting

Deliver agentic customer experiences

Run autonomous financial AI operations in lending and trading

Maximize customer lifetime value with agentic AI

Fiddler Ai: Pros & Cons

✓Pros

Industry's fastest guardrails
End-to-end visibility and control for agentic lifecycle
Centralized governance and accountability
Integrations with major cloud and MLOps platforms (AWS SageMaker, Google Cloud Vertex AI, Databricks, Datadog, NVIDIA)
Pre-built models for fast evaluation
Responsible AI capabilities to mitigate bias

Frequently Asked Questions about Fiddler Ai

Can Fiddler monitor AI agents that are already running in production, or do I need to set it up before deployment?

Fiddler provides end-to-end observability for production AI agents, meaning you can monitor systems already in operation. It also supports continuous evaluations from the testing phase through production, so you can integrate it at either stage depending on your deployment timeline and needs.

Does Fiddler work with AI systems hosted on AWS, Google Cloud, or other cloud platforms?

Yes, Fiddler integrates with major cloud and MLOps platforms including AWS SageMaker, Google Cloud Vertex AI, Databricks, and NVIDIA, as well as monitoring tools like Datadog. Check Fiddler's documentation for the specific configuration steps for your infrastructure.

What does Fiddler do if a production AI agent violates a policy or governance rule?

Fiddler enforces policies in real time through fast guardrails designed to catch policy violations as they occur. The guardrails are built to block or flag non-compliant agent behavior, enabling you to maintain centralized governance and accountability across your agentic systems.

Is Fiddler free to use, or does the enterprise control plane require a paid plan?

Fiddler offers a free tier. The product includes Fiddler Center, a free model evaluation tool, though the full enterprise control plane with guardrails and governance features may require a paid subscription for production use at scale.