Fiddler
UnclaimedThe AI Control Plane for enterprise agents, providing observability, security, and governance for machine learning operations.
Visit WebsiteTL;DR - Fiddler
- Provides an AI Control Plane for enterprise agents, offering visibility, understanding, and control.
- Offers comprehensive AI Observability for MLOps, covering the entire ML lifecycle.
- Ensures model performance, trust, fairness, and governance for AI solutions.
Pricing: Free plan available
Best for: Growing teams
4.5/5 across review platforms
Pros & Cons
Pros
- Provides complete visibility and control across agentic hierarchies.
- Enables continuous monitoring and course correction for AI systems.
- Helps build trust and ensure fairness in AI solutions.
- Streamlines MLOps processes and accelerates AI time-to-value.
- Offers robust governance and compliance features for AI models.
Cons
- No explicit mention of a free tier or trial, suggesting it's a paid enterprise solution.
- Focus on enterprise agents and MLOps might be complex for smaller teams or individual developers.
- Requires integration into existing ML workflows, which could have an initial setup overhead.
Ratings Across the Web
4.5(70 reviews)
Ratings aggregated from independent review platforms. Learn more
Preview
Key Features
Standard TelemetryReliable EvaluationContinuous MonitoringEnforceable Policy with GuardrailsAuditable GovernanceEnterprise Visibility, Context, and ControlDeep Explainability (global and local-level explanations)Rich Analytics (root cause analysis, performance metrics, dashboards)
Pricing Plans
Free
Free
- Protects against hallucinations, Toxicity, PII/PHI, Prompt Injection, and Jailbreak attempts
- Latency of <100ms
- Powered by contextual and task specific Fiddler Trust Models
Developer
$0.002 per trace
- Everything in Free
- Unified AI observability, including tests and experiments, for agentic and predictive systems
- Custom evaluators and bring your own judge
- Visualization-driven insights
- Role based access control and SSO
- SaaS deployment
Enterprise
Contact sales
- Everything in Developer
- Enterprise-grade guardrails
- Enterprise-grade infrastructure scalability
- Flexible deployment: SaaS, VPC, or on-premise
- White glove support with dedicated communication channels
- Named Customer Success Manager and customized onboarding
About Fiddler
By Toolradar Team·
Fiddler AI offers an AI Control Plane designed for enterprise agents, providing comprehensive visibility, understanding, and control over AI systems. It enables organizations to track agentic applications across their lifecycle, gain insights into agent behaviors, pinpoint root causes with full execution context, and enforce policies with guardrails powered by Fiddler Trust Models. This platform is crucial for delivering high performance, protecting against risks, and maximizing the ROI of AI investments through continuous monitoring and course correction.
Fiddler also serves as a leading AI Observability platform for MLOps, helping ML teams efficiently operationalize the entire machine learning workflow. It supports the full ML lifecycle from training to production, offering continuous monitoring, deep explainability, rich analytics, and robust model governance. The platform ensures model outcomes are trustworthy, aligned with business contexts, and compliant with regulations, making it indispensable for data scientists, ML engineers, and DevOps teams looking to streamline AI production and build responsible AI solutions.
Reviews
No reviews yet. Be the first to review Fiddler!
Best Fiddler Alternatives
Top alternatives based on features, pricing, and user needs.
Explore More
Fiddler FAQ
How does Fiddler provide visibility into agentic applications across their lifecycle?
Fiddler offers complete visibility across the agentic hierarchy, tracking agentic applications throughout their lifecycle. It provides insights into agent behaviors and helps pinpoint root causes with full execution context and decision lineage.
What specific guardrails does Fiddler offer to control risk in AI systems?
Fiddler provides Safety, Faithfulness, and PII Guardrails to control risk. These guardrails help govern AI systems by enforcing policies and reducing the total cost of ownership through Fiddler Trust Models.
How does Fiddler support the monitoring of unstructured models, such as those used with sensor data?
Fiddler monitors unstructured models to detect sensor data drift and identify outliers. This capability helps improve target precision, provides real-time alerts on potential threats from image data inconsistencies, and supports better real-time decisions.
What specific capabilities does Fiddler offer for deep explainability of model behavior?
Fiddler enables stakeholders and regulators with human-readable explanations, offering global and local-level explanations of how different attributions contribute to predictions. Users can also bring their own explainers into Fiddler for customized AI projects.
How does Fiddler ensure secure deployment for government agencies?
Fiddler is available on AWS GovCloud, which meets stringent U.S. government security and compliance requirements. It also supports air-gapped deployments for mission-critical projects requiring limited or no connectivity.
Source: fiddler.ai