Fiddler AI
UnclaimedAn AI Control Plane for enterprise agents, offering observability, security, and governance.
Visit WebsiteWhat is Fiddler AI?
Fiddler AI is a monitoring tool. Fiddler AI provides an AI Control Plane designed for enterprise agents, offering comprehensive visibility, understanding, and control over AI systems. It enables organizations to track agentic applications throughout their lifecycle, gain insights into agent behaviors, and pinpoint root causes with full execution context and decision lineage. Key capabilities: 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. Fiddler AI ships a free plan plus paid tiers that unlock as usage grows. Buyers most often compare Fiddler AI against ClearML, MLflow, OpenTelemetry.
TL;DR - Fiddler AI
- Provides an AI Control Plane for enterprise agents, offering visibility, understanding, and control.
- Offers comprehensive MLOps observability for the entire machine learning lifecycle.
- Ensures continuous monitoring, deep explainability, and robust governance for AI models.
Pricing: Free plan available
Best for: Growing teams
4.7/5 across review platforms
Pros & Cons
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.
Ratings Across the Web
4.7(5 reviews)
Ratings aggregated from independent review platforms. Learn more
Preview
Key Features
Complete visibility across the agentic hierarchy and application lifecycleInsights into agent behaviors and root cause analysis with execution context and decision lineagePolicy enforcement and guardrails powered by Fiddler Trust ModelsContinuous monitoring of model performance, drift, data integrity, and biasDeep explainability for global and local-level model behavior understandingRich analytics for performance metrics, root cause analysis, and actionable insightsTrust and fairness assessments with out-of-the-box fairness metricsModel governance for audit compliance and risk reduction
Pricing Plans
Free
Free
- Real-time guardrails to detect harmful exposure
- 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 AI
By Toolradar Team·
Fiddler AI provides an AI Control Plane designed for enterprise agents, offering comprehensive visibility, understanding, and control over AI systems. It enables organizations to track agentic applications throughout their lifecycle, gain insights into agent behaviors, and pinpoint root causes with full execution context and decision lineage. The platform ensures continuous monitoring and course correction, moving beyond passive evaluation systems to deliver high performance and protect against risks.
Fiddler AI also specializes in MLOps, providing an observability platform that helps operationalize the entire machine learning workflow. It enables teams to trust model outcomes, align AI solutions with dynamic business contexts, and ensure model quality through effective governance. The platform supports the full ML lifecycle from training to production, offering features like continuous monitoring, deep explainability, rich analytics, trust and fairness assessments, and robust model governance, making it crucial for organizations deploying and managing AI at scale.
Reviews
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Fiddler AI FAQ
What is Fiddler AI?
Fiddler AI provides an AI Control Plane for enterprise agents, offering observability, security, and governance for AI systems. It also specializes in MLOps, helping organizations operationalize, monitor, explain, and govern their machine learning models throughout their lifecycle.
How much does Fiddler AI cost?
The pricing for Fiddler AI is not publicly disclosed on their website. It appears to be an enterprise solution, and interested parties are encouraged to request a demo for pricing information.
Is Fiddler AI free?
Fiddler AI does not explicitly mention a free tier or trial on its website. It appears to be a paid enterprise solution, and users are prompted to request a demo.
Who is Fiddler AI for?
Fiddler AI is designed for enterprises and government agencies that deploy and manage AI agents and machine learning models at scale. It caters to MLOps teams, ML engineers, data scientists, and DevOps engineers who need to monitor, explain, and govern their AI systems effectively.
Source: fiddler.ai