Fiddler AI — Monitor and Explain ML Models

Fiddler AI is an observability platform for monitoring and explaining machine learning models for enterprise teams

Fiddler AI provides an observability platform designed to monitor, explain, and improve machine learning models and generative AI applications. This centralized hub is built for business leaders and data teams who need to ensure their AI deployments remain accurate, fair, and secure throughout their lifecycle. By providing real-time visibility into model behavior, the platform identifies performance degradation and data drift before they impact the bottom line. Using Fiddler AI, organizations can gain deep insights into why specific AI decisions are made through advanced explainability tools. This is particularly useful for businesses in regulated industries like finance or healthcare that must maintain strict compliance and fairness standards in 2026. The platform also includes robust features for LLM evaluation, helping teams track "hallucinations" and security risks in chatbot interactions. Business owners can use Fiddler AI to perform root cause analysis on underperforming models, allowing for faster troubleshooting and reduced operational overhead. As highlighted on surfai.app, the platform bridges the gap between technical data science metrics and high-level business KPIs. This ensures that AI investments are delivering measurable value while minimizing reputational risks. The software offers a flexible approach to deployment, supporting cloud, on-premise, and hybrid environments to fit enterprise security requirements. Fiddler AI typically offers a freemium tier for testing small-scale models, with custom enterprise pricing available for high-volume production environments.

• Pricing: freemium

Specifications

Other tools in this category

• LaunchDarkly
• PullRequest
• SQL CREATOR

Compare tools in this category

Visit Fiddler Ai