Fiddler AI Control Plane
Overview
Fiddler is an enterprise AI control platform designed to provide explainability, transparency, monitoring, and governance for AI models and agents. The platform offers a centralized system for managing the agentic AI lifecycle, from development through production deployment.
Key Features
Continuous Evaluations
- In-environment evaluation capabilities spanning testing to production phases
- Evaluation infrastructure powered by Fiddler Centor Models to reduce external API calls
Agentic Observability
- End-to-end visibility, context, and control for the agentic lifecycle
- Single pane of glass dashboard to monitor performance of all agents
- Tracking of actions, tokens, and costs by user and team
Policy Enforcement
- Industry guardrails for enforcing enterprise AI policies
- Inline enforcement at the agent's request and response path
- Detection and redaction of PII, PHI, and secrets in real-time
- Reduced evaluation costs (up to 98% compared to foundation models)
ML Observability
- High-performing AI solution delivery at scale
- Performance monitoring and optimization
AI Governance, Risk Management, and Compliance
- Centralized control and accountability for enterprise AI governance
- Compliance management capabilities
Use Cases
- Customer Experience: Delivering agentic experiences at scale
- Lending and Trading: Running autonomous financial AI operations
- Lifetime Value: Maximizing customer lifetime value with agentic AI
- Government: Mission-critical AI for defense and intelligence operations
- Healthcare: Safe deployment of agents for clinical care and patient outcomes
- Financial Services: Scaling AI systems across lending, cards, wealth management, fraud, and trading
- Insurance: Scaling trusted agents across claims, underwriting, and risk assessment
Getting Started
- Access technical documentation at docs.fiddler.ai
- Request a demo through the website
- Explore the AI Agent Control Plane Architecture guide
- Use the TCO Calculator for Evaluations to assess cost savings
Integrations
Fiddler integrates with major cloud and ML platforms including Amazon SageMaker AI, Google Cloud Vertex AI, NVIDIA NIM and NeMo Guardrails, Databricks, and Datadog.
Who Is It For?
- Enterprise organizations deploying AI agents and predictive models
- AI teams requiring governance, compliance, and risk management
- Organizations in regulated industries (financial services, healthcare, government, insurance)
- Teams seeking to reduce evaluation costs and improve model transparency
- Developers and data scientists building production AI systems