About Fiddler AI
Fiddler AI is an AI observability and explainability platform that provides continuous monitoring, root-cause analysis, and explainable predictions for both classical ML and LLM applications. The platform includes guardrails, fairness checks, explainers (e.g., SHAP/gradients), and reporting features for governance and audit evidence.
Key Features
- Real-time model monitoring — performance, drift, hallucination and output stability monitoring
- Explainability & diagnostics — global/local explainers, SHAP, integrated gradients, and what‑if analysis
- Guardrails & trust models — runtime guardrails and policy enforcement for LLM apps
- Fairness, governance and reporting — fairness metrics, audit evidence and compliance reporting
Use Cases & Best For
Enterprises deploying regulated ML and LLM applications that need explainability and governance
Teams monitoring LLM behavior (hallucination, prompt attacks) and operationalizing guardrails
About Model Evaluation
Test and evaluate AI models