Fiddler AI
Fiddler is the all-in-one AI Observability and Security platform for responsible AI.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Fiddler AI, derived from its capabilities.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
Overview
Fiddler monitoring and analytics capabilities provide a common language, centralized controls, and actionable insights to operationalize production ML models, GenAI, and LLM applications with trust. An integral part of the platform, the Fiddler Trust Service provides quality and moderation controls for LLM applications. Powered by cost-effective, task-specific, and scalable Fiddler-developed trust models — including cloud and VPC deployments for secure environments — it delivers the fastest guardrails in the industry. Fortune 500 organizations use Fiddler to scale LLM and ML deployments to deliver high performance AI, reduce costs, and be responsible in governance. Contact us to learn more today.
Key features and capabilities
- LLM Guardrails to stop Prompt Injection Attacks, Toxicity, Hallucinations, and more
- Explainable AI
- Traces and Spans
- Fairness and bias tracking
- LLM Scoring with Fiddler Trust Service
Use cases
- AI Observability
- LLM Observability
- ML Observability
- LLM Guardrails
- Explainable AI