Fiddler AI

Fiddler AI

Comprehensive AI observability and security platform for monitoring, analyzing, and safeguarding large language models (LLMs) and machine learning applications.

About Fiddler AI

Fiddler AI offers an advanced AI observability and security platform that enables organizations to monitor, interpret, and protect their large language models and machine learning systems. It provides real-time visibility, actionable insights, and robust security features, allowing enterprises to deploy and manage AI models responsibly and safely. Key functionalities include model performance tracking, alerting, root cause analysis, visualization tools, custom metrics, and comprehensive reporting. Fiddler Trust Models ensure rapid detection of hallucinations, PII leaks, and prompt injection threats with high accuracy.

How to Use

Integrate Fiddler AI seamlessly with your existing machine learning and large language model deployments. Use the platform to monitor performance, configure alerts, analyze root causes, and generate detailed reports. Leverage Fiddler Trust Models for enhanced security and ensure responsible AI practices across your organization.

Features

  • Root Cause Diagnosis
  • Interactive Reports and Dashboards
  • Custom Performance Metrics
  • Fiddler Trust Service for Security
  • Comprehensive LLM and ML Monitoring

Use Cases

  • Delivering seamless customer interactions
  • Strengthening AI governance and risk compliance
  • Protecting national security and public safety
  • Ensuring fairness and transparency in lending
  • Detecting AI hallucinations and data leaks

Best For

AI Governance TeamsData ScientistsRisk and Compliance ManagersML EngineersSecurity Officers

Pros

  • Unified platform for LLM and ML observability
  • Expert support and customized dashboards
  • Actionable insights for rapid problem-solving
  • Supports compliance with GRC standards
  • Scalable and reliable enterprise solution

Cons

  • Pricing details require direct consultation with sales
  • Requires integration with existing AI infrastructure
  • Organizations may prefer in-house solutions for specific needs

Pricing Plans

Choose the perfect plan. All plans include 24/7 support.

Pricing Options

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FAQs

What is Fiddler AI?
Fiddler AI is a platform that provides comprehensive observability, security, and management for large language models and machine learning systems.
What are the main features of Fiddler AI?
It offers model monitoring, root cause analysis, security safeguards, custom metrics, and detailed dashboards for effective AI management.
Which industries benefit most from Fiddler AI?
Industries such as government, finance, healthcare, and customer service can significantly benefit from its monitoring and security capabilities.
How does Fiddler AI promote responsible AI deployment?
It helps mitigate bias, monitor for bias and fairness issues, and ensures compliance with safety and privacy standards.
Can Fiddler AI detect model hallucinations and data leaks?
Yes, Fiddler Trust Models identify hallucinations, privacy leaks, and prompt injection attacks with high precision.