Fiddler AI

Overview

Monitor, explain, and improve production AI models.

Fiddler AI is an observability platform designed for comprehensive monitoring and management of AI models, particularly in large language models (LLMs). It offers end-to-end visibility and control across the agentic lifecycle, enabling businesses to detect model drift, assess performance integrity, and set alerts effectively.

Key capabilities include NLP and computer vision monitoring to uncover anomalies in unstructured models, alongside tools for explainable AI that demystify model decisions and enhance transparency. Fiddler AI also facilitates responsible AI practices by mitigating bias and ensuring compliance with governance standards.

Use Cases

• Monitor large language model performance in real-time, detecting model drift and anomalies to optimize decision-making processes in healthcare applications effectively..
• Leverage Fiddler AI's explainable AI features to provide transparency in financial decision-making, ensuring compliance with governance standards and mitigating bias in data interpretations..
• Integrate Fiddler AI's observability capabilities with existing MLOps tools to create a comprehensive monitoring strategy for AI models, empowering businesses to enhance model integrity and accountability across various sectors..

Who Is It For

• Data analysts
• Software developers
• System administrators
• Monitoring specialists
• Technical architects