Data Monitoring · Founded by Vikram Chatterji in 2021

Galileo

Ensure reliable AI agent performance with comprehensive observability and evaluation tools.

Cost

Free trial, Paid

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Galileo to streamline the development and deployment of AI agents by providing automated evaluations, rapid iteration capabilities, and real-time protection. For Machine Learning Engineers and AI Research Scientists, Galileo offers tools to measure AI accuracy both offline and online, utilizing out-of-the-box evaluators or custom metrics. Software Engineers and DevOps Engineers benefit from integrating unit testing and CI/CD into the AI development lifecycle, capturing corner cases and preventing regressions. Product Managers and CTOs can leverage Galileo's insights to identify failure modes, surface actionable insights, and prescribe fixes, ensuring the delivery of reliable AI solutions.

What Galileo does

Set up automated evaluations for AI agentsConduct rapid testing of different AI model configurationsMonitor AI agent outputs for accuracy and safety in real-timeDevelop and apply custom metrics to assess AI performanceIntegrate AI evaluation processes into existing CI/CD pipelinesAnalyze AI agent behavior to detect and resolve failure modesConfigure deployment settings for AI evaluation tools across different infrastructuresAutomated evaluations with high-accuracy, adaptive metricsRapid iteration through automated testing of prompts and modelsReal-time protection against hallucinations, PII exposure, and prompt injectionsComprehensive AI accuracy measurement both offline and onlineIntegration of unit testing and CI/CD into AI development workflowsIdentification of failure modes and root causes in AI behaviorFlexible deployment options: SaaS, Cloud, On-Premises