Fiddler AI Overview
Fiddler AI is a robust platform designed for AI observability, model monitoring, LLM monitoring, and explainable AI. Its primary purpose is to help businesses and organizations ensure that their AI models are operating effectively, responsibly, and in compliance with regulatory standards. Fiddler AI is built for enterprises and governmental organizations that seek to enhance the transparency, accountability, and performance of their machine learning and large language models.
Fiddler AI Key Features
- AI Observability
- Provides end-to-end visibility into AI model operations, performance, and behavior. This feature helps teams identify issues and improve their AI solutions proactively.
- Model Monitoring
- Detects model drifts, assesses performance, and ensures the integrity of models with alert systems. This functionality supports timely interventions to maintain optimal performance.
- LLM Observability
- Specifically tailored for managing large language models, ensuring they perform well while maintaining compliance with safety standards. It tracks various performance metrics and user interactions.
- Explainable AI
- Offers insights into the decision-making processes of AI models, allowing users to understand the ‘why’ and ‘how’ behind model predictions. This enhances trust and clarity in AI applications.
- Responsible AI
- Focuses on building bias mitigation strategies and fostering a responsible AI culture within organizations. This feature supports compliance with ethical guidelines and regulatory requirements.
- Agentic Observability
- Provides unified visibility across multi-agent systems with hierarchical analysis to streamline insights and monitor agent interactions effectively.
- Fiddler Trust Service
- Implements guardrails for monitoring LLM applications using proprietary Fiddler Trust Models, ensuring that high safety standards are upheld.
- Analytics Dashboard
- Connects predictions to business context, providing actionable insights and aligning AI outcomes with business objectives.
Fiddler AI is trusted by industry leaders like the U.S. Navy, Integral Ad Science, and Tide, showcasing its credibility in the field of AI observability and model management. By adopting Fiddler AI, organizations can ensure safer, more reliable AI solutions while maximizing the value derived from their AI initiatives.
