AI case study

ClassmethodSoftware development

Talent shortages held back delivery. Engineers now use AI to review code 90% faster and cut 24-hour tasks to one hour.

Published|4 months ago

The story

Context

A Japanese cloud integrator facing a widening gap between available developer hours and growing project requirements in a talent-constrained market.

Challenge

Engineers could not dedicate sufficient time to strategic tasks due to chronic labor shortages. This capacity constraint threatened the ability to...

Solution
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Scope & timeline

  • GAS task time cut from 24 hours to 1 hour
  • 90% faster codebase understanding
  • Monthly merged PRs increased from 108 to 165
  • 99% of rulesync codebase AI-generated

Quotes

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The company

Classmethod logo

Classmethod

classmethod.jp

Cloud consulting and managed services partner specializing in AWS.

IndustryTechnology
LocationTokyo, Japan
Employees251-1K
Founded2004

The AI provider

Anthropic is a technology company specializing in artificial intelligence and machine learning solutions.

IndustrySoftware & Platforms
Location2 Pennsylvania Plaza, 10121, York, New York, United States
Employees1K-5K
Founded2021

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