Fiddler AI

Fiddler AI: Platform for Observability, Explainability, and Security of ML Models
Fiddler AI
Written By:
Srinivas
Reviewed By:
Sankha Ghosh
Published on

Fiddler AI is the trailblazer in AI observability, giving an advanced-level platform to oversee, interpret, and protect machine learning models, large language models, and AI agents. With a view to resolving the challenges posed by “black box” systems, it offers a comprehensive set of tools for diagnostics, understanding, and accountability, thus allowing companies to keep their AI trustworthy, legal, and effective at every stage of the process, from launching to monitoring.

About the Company

Fiddler AI is an essential tool for organizations in managing, interpreting and safeguarding the AI use cases of machine learning, large language models, and generative AI. The platform translates complex AI outcomes into actionable insights, thus being a key player in risk mitigation, governance uplift, and responsible AI use across the organization with high performance.

The application comes with a range of features such as real-time diagnostics, guardrails, and observability which not only improve the safety aspect but also encourage accountability at all levels. It protects confidential data, monitors the AI-generated outputs, and hence enables the design of compliant and effective AI workflows that provide long-term business value despite the rapid changes in the digital landscape.

Products and Services

Fiddler AI provides a suite of products and services, including Fiddler AI Observability, Agentic Observability, Fiddler Trust Service, LLM and ML Observability, Model Monitoring, NLP and CV Monitoring, Explainable AI, Analytics, and Responsible AI. These solutions help organizations ensure performance, detect drift, maintain compliance, and build reliable, high-performing AI systems.

Core Leadership Team

Revenue Streams

Fiddler AI generates revenue mainly through subscription-based access to its AI‑observability and security platform.

B2B

Client Segments: Enterprises in sectors deploying AI/ML, including finance, healthcare, technology, and other regulated or data‑driven industries.

Target Companies: Large corporations, established firms, startups, and organizations needing AI observability, explainability, compliance, and governance.

Target Geography: Primarily North America, but with a global presence and growing reach outside the US.

Social Media Handle

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