Fiddler AI

Fiddler AI (Fiddler Labs) is the pioneer in enterprise Model Performance Management (MPM) and AI observability, engineered to serve as the definitive "control plane" for complex machine learning models and autonomous AI agents. Founded by former Facebook and Microsoft engineering leaders, the company eliminates the critical operational black-box vulnerabilities of modern enterprise intelligence by delivering deep Explainable AI (XAI) telemetry, real-time model monitoring, and continuous drift detection. Moving beyond shallow monitoring tools, Fiddler’s platform bridges the gap between high-velocity, performance-intensive ML deployments and strict corporate governance. It enables data science, MLOps, and compliance teams to enforce automated AI guardrails, capture real-time validation data, and aggressively isolate bias, toxicity, or hallucinatory loops before they disrupt consumer-facing apps. Backed by elite institutional investors, Fiddler provides the necessary validation architecture to support high-visibility, audit-ready operational pipelines—empowering Fortune 500 enterprises across financial services, healthcare, and security sectors to confidently accelerate their AI time-to-value, minimize compliance bottlenecks, and anchor continuous commercial scaling on trusted, responsible, and transparent automation systems.