Fiddler AI

Fiddler AI: Unified AI Observability Platform for Agents, LLMs, and ML Models

What is Fiddler AI? Fiddler AI is a unified AI observability platform designed to monitor, analyze, and protect AI agents, Large Language Models (LLMs), and Machine Learning (ML) models. It provides visibility and actionable insights to ensure the reliability, safety, and cost-effectiveness of AI systems.

Key Features and Capabilities:

• Agentic Observability: Offers visibility into every action and decision within agentic hierarchies, helping pinpoint root causes and understand agent behaviors.
• Guardrails and Trust Models: Provides over 80 ready-to-run metrics and supports custom metrics for controlling risk and optimizing costs.
• LLM-as-a-Judge: Delivers deeper insights on complex tasks by using LLMs to evaluate and analyze agent behavior.
• Continuous Monitoring: Offers continuous monitoring and course correction, unlike passive evaluation systems, ensuring consistent performance.
• Comprehensive Monitoring: Monitors every layer of the agentic hierarchy, from sessions to agents to traces to spans.

How does Fiddler AI work?

Fiddler AI provides a comprehensive view of the entire AI system, enabling users to:

• See Every Action: Gain complete visibility into the actions taken by AI agents and models.
• Understand Every Decision: Analyze the reasoning behind each decision to identify potential issues.
• Control Every Outcome: Implement guardrails and trust models to manage risk and ensure desired outcomes.

Why is Fiddler AI important?

In the development and production of AI systems, especially those involving agents and LLMs, ensuring reliability, safety, and cost-effectiveness is crucial. Fiddler AI helps address these challenges by:

• Controlling Risk: Implementing safety, faithfulness, and PII guardrails.
• Optimizing Costs: Using trust models to manage resource allocation efficiently.
• Saving Time and Resources: Providing deep insights into agent behavior, reducing the time and resources needed for troubleshooting.

How to use Fiddler AI?

1. Request a Demo: Contact Fiddler AI to request a demo of the platform.
2. Run Free Guardrails: Start with free guardrails to assess the platform's capabilities.
3. Integrate with Existing Systems: Integrate Fiddler AI with your existing AI development and production environments.

Where can I use Fiddler AI?

Fiddler AI is suitable for a wide range of applications, including:

• AI Agent Development: Building reliable and trustworthy agentic systems.
• LLM Monitoring: Ensuring the performance and safety of large language models.
• ML Model Monitoring: Monitoring the performance and reliability of machine learning models.

Benefits of Using Fiddler AI:

• Enhanced Visibility: Comprehensive insights into AI agent behavior.
• Improved Control: Ability to manage risk and ensure desired outcomes.
• Cost Optimization: Efficient resource allocation through trust models.
• Increased Reliability: Continuous monitoring and course correction.

Build Trust into AI

Fiddler AI enables organizations to build trust into their AI systems by providing the tools and insights needed to ensure reliability, safety, and cost-effectiveness.

By monitoring and analyzing every aspect of AI agent behavior, Fiddler AI helps organizations identify and address potential issues before they impact performance or safety.

Final Thoughts on Fiddler AI

Fiddler AI is an essential platform for organizations developing and deploying AI agents, LLMs, and ML models. It provides the necessary tools and insights to ensure these systems are reliable, safe, and cost-effective. By using Fiddler AI, organizations can confidently build and deploy AI solutions that deliver real value.