Fiddler Ai

Fiddler AI is a unified AI observability platform designed to monitor, analyze, and safeguard AI agents, large language models (LLMs), and traditional machine learning models in production. It provides end-to-end visibility into model behavior by capturing detailed telemetry on inputs, outputs, performance metrics, data drift, and user interactions. Teams can set up real-time monitoring to detect anomalies such as unexpected prediction shifts, degraded accuracy, hallucinations in LLM outputs, or policy violations in agent workflows.

The platform offers advanced diagnostics and root-cause analysis, enabling users to drill down by segment, feature, or time window to understand why performance changes occur. Built-in explainability tools help data science, risk, and compliance teams interpret model decisions, identify bias, and validate that models behave as intended. Fiddler AI also supports guardrails and safety checks for generative AI, allowing organizations to define and enforce content, safety, and compliance policies.