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ML Operations

Galileo

Evaluation, observability and guardrails platform for AI agents and LLM apps

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About Galileo

Galileo provides tooling to evaluate, monitor and add guardrails to generative AI applications and agents, including metrics for quality and safety and production observability. Cisco completed its acquisition of Galileo Technologies on May 22, 2026 and plans to incorporate its capabilities into the Splunk observability portfolio.

Common use cases

  • Evaluating agent quality
  • Monitoring production LLM apps
  • Preventing hallucinations
  • Regression testing for prompts

Products and services

Evaluation

Metrics and test suites for scoring LLM and agent output quality.

Observability

Tracing and monitoring of AI applications in production.

Guardrails

Runtime protection against unsafe or low-quality outputs.

Key features

  • LLM evaluation
  • Agent tracing
  • Production monitoring
  • Runtime guardrails
  • Hallucination detection
  • Custom metrics

Integrations

  • OpenAI
  • Anthropic
  • AWS
  • Databricks
  • LangChain

Galileo alternatives

FAQs

Who owns Galileo?

Cisco completed its acquisition of Galileo Technologies on May 22, 2026.

What will happen to the product?

Cisco says it plans to incorporate Galileo capabilities across the Splunk observability portfolio; existing customers keep current support channels.

What does it do?

Evaluation, observability and guardrails for AI agents and LLM applications.

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