Fiddler AI
What is Fiddler AI?
Discover how Fiddler AI can enhance your workflow
Key Capabilities
What makes Fiddler AI powerful
Quality and drift
Track performance, drift and data integrity across models with alerts and detailed dashboards.
Root cause analysis
Use explainability to investigate failures, slices and bias then ship fixes with confidence.
Safety guardrails
Apply fairness, faithfulness and PII checks and block unsafe outputs in real time.
Enterprise controls
Adopt SSO RBAC audit logs and private cloud options to satisfy governance requirements.
Key Features
What makes Fiddler AI stand out
- Unified monitoring for ML and LLM quality and drift
- Explainability tools to debug failures and bias
- Guardrails for safety fairness and PII protection
- LLM as a judge evaluations for complex tasks
- Role based access SSO and audit trails
- Usage based tiers with private deployment options
- Cost and latency tracking for optimization
- Integrations with popular MLOps stacks
Use Cases
How Fiddler AI can help you
- Monitor production LLM chat for hallucinations
- Detect drift in ranking and recommendation models
- Investigate incidents with slice based explanations
- Set guardrails to block unsafe or PII leaking outputs
- Correlate quality drops with data pipeline issues
- Track latency and cost regressions over releases
- Share dashboards with risk and compliance teams
- Prepare evidence for audits and certifications
Perfect For
ml platform teams data scientists reliability and risk owners in regulated industries who need consistent AI quality governance and incident response
Quick Information
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Frequently Asked Questions
How does pricing start?
Is there a free tier?
Can it run in a private VPC?
Does it cover LLMs and classic ML?
What integrations are available?
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