About Fiddler AI

Fiddler provides an AI Observability platform that enables enterprises to monitor and analyze machine learning models and generative AI applications, ensuring performance, security, and compliance. By offering actionable insights into model behavior and governance, Fiddler helps organizations mitigate risks associated with deploying AI at scale.

```xml <problem> Enterprises deploying machine learning (ML) models and generative AI applications face challenges in monitoring model performance, ensuring security, and maintaining compliance. Lack of visibility into model behavior can lead to performance degradation, security vulnerabilities, and regulatory issues, hindering the ability to scale AI deployments responsibly. </problem> <solution> Fiddler provides an AI Observability platform that enables organizations to monitor, analyze, and govern their ML models and generative AI applications. The platform offers actionable insights into model behavior, allowing data science, engineering, and line-of-business teams to improve key performance indicators (KPIs) such as cost control, revenue impact, and time to resolution. By providing tools for root cause analysis, explainable AI, and audit evidence, Fiddler helps enterprises build trust in AI, reduce costs, and ensure responsible AI practices. The platform supports both LLM and ML observability, offering a unified solution for monitoring and managing AI deployments across various use cases. </solution> <features> - Unified platform for LLM and ML observability - Fiddler Trust Service for performance monitoring and issue detection - Integration with NVIDIA NeMo Guardrails for AI safety - Contextual model analytics for deep root cause analysis - Customizable dashboards and reports for governance, risk management, and compliance (GRC) standards - Support for SaaS and VPC environments, including AWS GovCloud - Actionable insights into hallucination, PII, and toxicity metrics </features> <target_audience> Fiddler's primary customers are enterprises and government organizations deploying ML models and generative AI applications who require a comprehensive AI observability platform to ensure performance, security, and compliance. </target_audience> ```

What does Fiddler AI do?

Where is Fiddler AI located?

Fiddler AI is based in United States.

When was Fiddler AI founded?

Fiddler AI was founded in 2018.

How much funding has Fiddler AI raised?

Fiddler AI has raised 64150000.

Location

United States

Founded

2018

Funding

64150000

Employees

95 employees

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Fiddler AI

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Executive Summary

fiddler.ai 10K+

Crunchbase

Founded 2018 – United States

Funding

Estimated Funding

$50M+

Team (75+)

No team information available.

Company Description

Problem

Enterprises deploying machine learning (ML) models and generative AI applications face challenges in monitoring model performance, ensuring security, and maintaining compliance. Lack of visibility into model behavior can lead to performance degradation, security vulnerabilities, and regulatory issues, hindering the ability to scale AI deployments responsibly.

Solution

Fiddler provides an AI Observability platform that enables organizations to monitor, analyze, and govern their ML models and generative AI applications. The platform offers actionable insights into model behavior, allowing data science, engineering, and line-of-business teams to improve key performance indicators (KPIs) such as cost control, revenue impact, and time to resolution. By providing tools for root cause analysis, explainable AI, and audit evidence, Fiddler helps enterprises build trust in AI, reduce costs, and ensure responsible AI practices. The platform supports both LLM and ML observability, offering a unified solution for monitoring and managing AI deployments across various use cases.

Features

Unified platform for LLM and ML observability

Fiddler Trust Service for performance monitoring and issue detection

Integration with NVIDIA NeMo Guardrails for AI safety

Contextual model analytics for deep root cause analysis

Customizable dashboards and reports for governance, risk management, and compliance (GRC) standards

Support for SaaS and VPC environments, including AWS GovCloud

Actionable insights into hallucination, PII, and toxicity metrics

Target Audience

Fiddler's primary customers are enterprises and government organizations deploying ML models and generative AI applications who require a comprehensive AI observability platform to ensure performance, security, and compliance.