Fiddler AI

Fiddler AI is an enterprise AI observability, security, and governance platform that acts as a control plane for machine learning models, generative AI applications, and autonomous agents.

Category

Governance & Security

Pricing

subscription, usage-based, custom-quote

Target Market

Enterprise, Government, Financial Services, Healthcare, Insurance

Founded

2018

Headquarters

Palo Alto, California, USA

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  AI Observability & Monitoring

  End-to-end visibility across the agentic hierarchy with continuous monitoring from testing to production, plus root cause analysis with full execution context and decision lineage.

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  Inline Guardrails & Security

  Real-time guardrails enforcement at the request/response path, including PII, PHI, and secrets detection and redaction.

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  Model Performance & Drift Monitoring

  Detection of model drift, data quality issues, bias, and performance degradation with real-time alerting.

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  AI Governance & Compliance

  Auditable governance, centralized accountability, risk management, and compliance controls for responsible AI.

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  Evaluation Models

  Fast, low-cost Fiddler evaluation models for real-time policy enforcement and LLM/agent quality scoring.

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  Production ML model monitoring

  Enterprises monitor deployed machine learning models for drift, bias, and performance degradation to maintain accuracy and trust over time.

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  LLM and agent observability

  Teams gain full-trace visibility into generative AI and autonomous agent behavior, diagnosing failures with execution context and decision lineage.

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  AI governance and compliance

  Regulated organizations enforce guardrails, redact sensitive data, and maintain auditable records to meet responsible-AI and regulatory requirements.

B2B SaaS subscription with usage-based pricing targeting regulated enterprises; specific dollar amounts are undisclosed and require a custom sales quote. A 14-day free trial is offered.