Fiddler AI

Fiddler AI is an enterprise AI observability and security platform providing real-time monitoring, guardrails, and explainability for LLMs, agents, and ML models in production.

Fiddler AI is an enterprise-grade AI observability and security platform that helps teams deploy and operate LLM applications, AI agents, and traditional ML models in production. A pioneer in AI observability, it provides an all-in-one system for real-time monitoring, model performance tracking, and enterprise safeguards, giving teams visibility into how their AI behaves once it is live. Fiddler's LLMOps capabilities specifically target the risks of running large language models in production, including hallucinations, prompt injections, and jailbreaks, while also tracking operational costs and key performance metrics. Combined with its heritage in ML model monitoring, explainability, and bias detection, this lets organizations govern both classic ML and generative AI from a single platform, building safer and more reliable AI systems at scale. Fiddler is typically sold through custom, sales-led enterprise contracts rather than public pricing tiers, reflecting its focus on large organizations with governance and security requirements. It competes with AI observability and monitoring platforms, differentiating on its combination of deep ML monitoring and explainability with modern LLM and agent security safeguards.