Fiddler AI
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About
Fiddler AI offers a suite of tools focusing on AI observability, model monitoring, explainable AI, and analytics. It addresses critical needs in ML Ops, including monitoring for model performance, drift, and integrity while providing insights on data fairness and transparency. Fiddler supports end-to-end Large Language Model operations (LLMOps) and includes various analytics capabilities to align AI solutions with business outcomes. The platform emphasizes responsible AI by mitigating bias and enhancing explainability. Fiddler's pricing model is based on data and model usage, with options for individual practitioners, teams, and enterprises, offering flexibility in deployment through SaaS or on-premise options.
Platform
Task
Features
• analytics for business alignment
• responsible ai features
• explainable ai tools
• ml model performance tracking
• end-to-end llm observability
FAQs
Does Fiddler monitor pre-deployment models for validation?
Yes, Fiddler monitors and explains training models for validation before they are deployed into production.
Is the Fiddler pricing model consumption-based?
No, you will need to pre-commit to a monthly volume and baseline usage for an annual commitment.
Is the pricing for LLM different from ML models?
The pricing for LLMs and ML models is the same and is based on the data ingested.
What is LLMOps?
LLMOps provides a standardized workflow for training, tuning, deploying, and monitoring LLMs.
What is the difference between Generative AI and LLM?
Generative AI is the category of algorithms that includes LLMs, which generate coherent text based on vast amounts of data.
Pricing Plans
Lite
Free Plan• Monitor model performance, drift, and data integrity
• Basic root cause analysis
• Communication and support essentials
• Security essentials
Business
Free Plan• Advanced model analytics
• Assess model fairness and bias
• Role-based access control and SSO
• Named Customer Success Manager
• Engineering and Data Science services
Premium
Free Plan• Cloud and On-Premise deployment options
• White-glove support
• Customized onboarding
• Dedicated communication channels
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