galileo

galileo Overview

Galileo is a comprehensive AI observability and evaluation engineering platform designed to help developers and enterprises transition from experimental AI to reliable production systems. It focuses on closing the gap between offline evaluation and live production guardrails, ensuring that AI agents and LLM applications are safe, accurate, and cost-effective. By providing an end-to-end toolchain for testing, monitoring, and debugging, Galileo enables teams to proactively mitigate hallucinations and identify failure modes in real time.

galileo Key Features

• Evaluation-to-Guardrails Lifecycle: Seamlessly transform your offline evaluation metrics into low-latency production guardrails without the need for complex glue-code.
• Luna Models: Utilize specialized, compact models that act as evaluators to monitor 100% of your production traffic at a significantly lower cost compared to traditional LLM-as-judge methods.
• Advanced AI Insights: Automatically analyze agent behavior and failure patterns with an engine that prescribes specific fixes, such as adding few-shot examples or adjusting tool inputs.
• Customized Ground Truth: Build and manage high-quality datasets using synthetic data, live production traces, and expert annotations to continuously ground your AI systems.

Trusted by enterprises like NVIDIA and HP, Galileo supports flexible deployment options including SaaS, Virtual Private Cloud, and On-Premises to meet any security requirement.