Galileo AI Observability and Eval Engineering

Galileo Technologies, Inc. develops an AI observability and eval engineering platform for evaluating, monitoring and guarding generative AI applications and agents. Its privacy policy states that personal data is transferred to Galileo's servers in the United States. The company's blog records a Series B in October 2024 and an Agent Reliability Platform launch in July 2025.

The platform builds ground-truth datasets from synthetic, development and production data, runs 20+ out-of-the-box evals for RAG, agents, safety and security, and distills evals into Luna models that act as guardrails over production traffic. An insights engine identifies failure modes and suggests fixes. It deploys as SaaS, in a virtual private cloud or on-premise.

• Ground-truth datasets: built from synthetic, development and production data with expert annotations.
• Out-of-box evals: 20+ metrics for RAG, agents, safety and security plus custom evaluators.
• Luna guardrails: distilled eval models that monitor production traffic.
• Insights engine: identifies failure modes and suggests fixes.
• Guardrail policies: block harmful responses and control agent actions and tool access.
• Flexible deployment: SaaS, virtual private cloud or on-premise.

A Vietnamese bank can run guardrail policies on a customer-facing assistant to block unsafe answers. An insurer can evaluate a RAG claims assistant for hallucination before launch. A telco can monitor agent tool access in production.

Guardrails distilled into Luna models monitor all production traffic, which the vendor says costs 96% less than conventional approaches. Offline evals turn into production guardrails that can block harmful responses and control tool access. SaaS, VPC and on-premise options suit regulated buyers.

Enterprises moving generative AI agents into production need runtime guardrails and agent security alongside evaluation, a trend reflected in Galileo's OWASP agent-security and Agent Control releases. Regulated Vietnamese banks and insurers adopting AI assistants will need on-premise or VPC options.

Legal entity Galileo Technologies, Inc. Blog timeline: Luna-2 models June 2025, Agent Reliability Platform and AWS Marketplace partner July 2025, on-premise deployment September 2025, Agent Control open-source release March 2026, Luna Studio May 2026. Series B announced October 2024 per blog.