Fiddler

Fiddler AI is a comprehensive AI observability platform designed to enhance the deployment and management of machine learning (ML) and large language models (LLMs) across enterprises. The platform aims to build trust in AI systems by providing robust monitoring and analysis capabilities for predictive models, generative AI, and LLM applications. Fiddler facilitates proactive management of models through actionable insights regarding performance degradation, hallucinations, personal identifiable information (PII), and toxicity. This enables organizations to align AI outcomes with business key performance indicators (KPIs) while ensuring that AI models operate effectively and responsibly in production environments. The user interface of Fiddler AI is designed to be user-friendly, allowing users to engage with the platform effortlessly. The low-code environment supports collaborative analysis and provides a SQL interface for ease of use. Users can visualize data insights through customizable dashboards, making it straightforward for data scientists, engineers, and business leaders to interact with AI metrics. The platform’s seamless integration capabilities enable it to work well with existing tech stacks, allowing teams to monitor and analyze models without disrupting their workflows.