From AI Risk to AI Confidence: The Fiddler AI Control Plane

Fiddler AI
33 views August 20, 2026

AI agents are already making decisions inside your business. Do you know what they're doing? Fiddler is the AI Control Plane, the system of trust for AI agents from the creation layer to production. It unifies observability, policy enforcement, and real-time evaluation so enterprises can see every action, understand every decision, and control every outcome, instead of stitching together point solutions that only catch problems after the fact. What is the Evaluation Trust Tax?  Most AI monitoring vendors evaluate your AI by routing your data to external LLMs via API calls. That creates unpredictable bills and compliance exposure, an ongoing cost Fiddler calls the Evaluation Trust Tax. Fiddler's in-environment Centor Models eliminate it entirely: secure, low-latency evaluation that runs inside your own infrastructure, with zero data leaving your perimeter and no external API charges. Proof from financial services  A leading financial services institution, under strict FSI security requirements, deployed Fiddler Centor Models alongside Amazon SageMaker. The result: real-time hallucination and PII detection with no proprietary data exposure, GenAI launches pulled months ahead of schedule, and a cost structure the team could actually forecast. Built for where enterprises already run AI  Through the AWS Global Startup Program, Fiddler integrates natively with AWS infrastructure, so joint customers get simplified procurement and enterprise-grade security without adopting new tooling. And as agentic AI expands, Fiddler's governance now extends to first-party and third-party agents, including coding agents, across the full agentic hierarchy. Ready to see what's actually happening inside your AI? Request a demo at fiddler.ai. Want to know what your current evaluation setup is really costing you? Run the numbers with Fiddler's free Evaluation TCO Calculator: fiddler.ai/evals-tco-calculator

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