FA
Fiddler AI
Fiddler AI provides an AI Control Plane designed for enterprise agents, offering comprehensive visibility, understanding, and control over AI systems.
Our verdict
Who it's for
An AI Control Plane for enterprise agents, offering observability, security, and governance.
Who should look elsewhere
No explicit mention of a free tier or trial, suggesting it's a paid enterprise solution.
Pros
- +Provides a centralized view for all models, fostering collaboration across teams.
- +Offers deep explainability to understand model behavior, crucial for stakeholders and regulators.
- +Helps ensure compliance and reduce risks through robust model governance features.
- +Supports petabyte-scale deployments and air-gapped deployments for government agencies.
- +Monitors both structured and unstructured data, including images and sensor data.
Cons
- −No explicit mention of a free tier or trial, suggesting it's a paid enterprise solution.
- −Requires integration into existing MLOps workflows, which might have a learning curve.
- −Focuses heavily on enterprise and government use cases, potentially less accessible for smaller teams.
Key features
- ✓Complete visibility across the agentic hierarchy and application lifecycle
- ✓Insights into agent behaviors and root cause analysis with execution context and decision lineage
- ✓Policy enforcement and guardrails powered by Fiddler Trust Models
- ✓Continuous monitoring of model performance, drift, data integrity, and bias
- ✓Deep explainability for global and local-level model behavior understanding
- ✓Rich analytics for performance metrics, root cause analysis, and actionable insights
- ✓Trust and fairness assessments with out-of-the-box fairness metrics
- ✓Model governance for audit compliance and risk reduction
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Free | — | month | Real-time guardrails to detect harmful exposure; Protects against hallucinations, Toxicity, PII/PHI, Prompt Injection, and Jailbreak attempts; Latency of <100ms |
| Developer | $0.002 | month | Everything in Free; Unified AI observability, including tests and experiments, for agentic and predictive systems; Custom evaluators and bring your own judge |
| Enterprise | — | month | Everything in Developer; Enterprise-grade guardrails; Enterprise-grade infrastructure scalability |