Fiddler AI

Overview

Fiddler AI provides an AI Control Plane designed for enterprise agents, offering observability, guardrails, and governance across the agentic lifecycle. The platform aims to give enterprises visibility, context, and control over their AI systems, including both agentic and predictive AI applications. Fiddler AI's offerings are built to support the deployment and management of AI agents at scale, focusing on performance, risk mitigation, and ROI.

Key Features

• Agentic Observability — Provides complete visibility across the agentic hierarchy, tracking applications throughout their lifecycle and offering insights into agent behaviors.
• Real-time Guardrails — Enforces policies and prevents violations in real-time through inline enforcement at the agent's request and response path.
• Continuous Monitoring — Offers fleet-wide visibility with real-time alerts and continuous quality, safety, and performance validation for AI systems.
• Auditable Governance — Maintains a complete audit trail across the agent fleet, ensuring compliance and executive oversight.
• Fiddler Centor Models — Provides "batteries-included" models that run in the user's environment to reduce total cost of ownership (TCO) and facilitate evaluations.
• Integration with LLM Gateways — Integrates with existing LLM gateways for coding agents, enabling inline enforcement without requiring new infrastructure or agent-side integration.

Who It's For

Fiddler AI is designed for enterprises deploying and managing AI agents and predictive AI applications at scale. It targets AI builders and guardians within organizations who need to ensure the performance, security, and compliance of their AI systems. The platform caters to companies that require robust oversight and control over autonomous AI decisions to mitigate risks and maximize return on investment.

Notable Strengths

Fiddler AI's primary strength lies in its inline enforcement capabilities, which provide real-time policy enforcement at the agent's request and response path, a critical feature for preventing violations before they occur. The platform's ability to integrate with existing LLM gateways for coding agents simplifies deployment and reduces the need for new infrastructure. Its comprehensive approach to visibility, context, and control across the entire AI lifecycle, from development to production, offers a unified solution for managing complex AI deployments.