Galileo
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An enterprise platform for evaluating, monitoring, and guarding AI agents and LLM applications, including real-time protection against unsafe outputs.
Overview
Galileo is an enterprise-grade evaluation and observability platform with a notable angle: alongside offline evals and production monitoring, it offers runtime guardrails that can detect and block problematic outputs — hallucinations, policy violations — as they happen. It also invests in metrics that work without ground-truth labels, which suits the messy reality of enterprise AI. For large or regulated organizations that need both measured quality and a real-time safety net, it is a serious option. It is squarely an enterprise platform, with the pricing and onboarding that implies.
Pros & Cons
Pros
- Evaluation, monitoring, and runtime guardrails in one platform
- Real-time detection of unsafe or off-policy outputs
- Metrics that work without ground-truth labels
- Built for enterprise scale
Cons
- Enterprise pricing and procurement
- More than small teams or simple apps need
- Onboarding is a real implementation effort
Workflows that use Galileo
Get a new AI workflow each week — many feature Galileo and other tools in this category.