AI case study

Galileo AIAI model evaluation

LLM validation was manual and slow. Now, automated agents grade 20M+ daily requests at 300ms latency via Google Cloud and NVIDIA.

Published|6 months ago

The story

Context

A Series B startup provides an evaluation platform for large language models, serving 5,000 concurrent users and processing over 20 million daily requests across global markets.

Challenge

Large language models are inherently non-deterministic, requiring rigorous and time-consuming experimentation to ensure they meet safety and accuracy...

Solution
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Scope & timeline

  • Platform launched in just a few months
  • 20M+ daily requests processed
  • 5,000+ concurrent end users
  • 1,000+ AI applications de-risked

Quotes

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The company

Galileo AI logo

Galileo AI

galileo.ai

AI observability and evaluation platform for LLM monitoring and guardrails.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees11-50
Founded2021

The vendor

Cloud computing services, AI infrastructure, and data analytics platforms for enterprises.

IndustryTechnology
LocationMountain View, CA, USA
Employees100K+
Founded1998

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