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.
Automating the evaluation of AI agent performance to reduce manual review time
Accelerating AI model iterations by testing multiple prompts and models efficiently
Implementing real-time guardrails to prevent AI-generated inaccuracies and security issues
Measuring and improving AI accuracy using customizable evaluators
Integrating continuous testing and monitoring into AI development pipelines
Identifying and addressing failure modes in AI agent behavior
Standout Features
Automated evaluations with high-accuracy, adaptive metrics
Rapid iteration through automated testing of prompts and models
Real-time protection against hallucinations, PII exposure, and prompt injections
Comprehensive AI accuracy measurement both offline and online
Integration of unit testing and CI/CD into AI development workflows
Identification of failure modes and root causes in AI behavior
Tasks it helps with
Set up automated evaluations for AI agents
Conduct rapid testing of different AI model configurations
Monitor AI agent outputs for accuracy and safety in real-time
Develop and apply custom metrics to assess AI performance
Integrate AI evaluation processes into existing CI/CD pipelines
Analyze AI agent behavior to detect and resolve failure modes
Who is it for?
Machine Learning Engineer, AI Research Scientist, Data Scientist, Software Engineer, Product Manager, CTO, CEO, Data Analyst, DevOps Engineer, Quality Assurance (QA) Engineer
Overall Web Sentiment
People love it
Time to value
Quick Setup (< 1 hour)
Tutorials
Galileo, AI observability, AI evaluation platform, AI reliability, AI agent monitoring, AI performance metrics, AI guardrails, AI debugging tools, AI deployment, AI accuracy measurement, AI safety metrics, AI security metrics, AI development lifecycle, AI CI/CD integration, AI failure mode analysis, AI production monitoring
