AI case study

LeagueSoftware development

Compliance kept AI in pockets; security reviews backed up three weeks. After a weekend rollout, two-week sprints became three-hour sessions.

Published

Key results

Security Assessment Time
15 mins
vs multiple weeks
Ahead of Schedule
2 months
AI-Authored Code
98%

Result highlights

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The story

Context

A digital health platform with nearly 12 years building member-facing experiences for health plans and providers, where every new tool must clear strict compliance reviews before touching protected health information.

Challenge

High compliance bars kept AI adoption cautious and fragmented, generating small individual efficiencies but nothing transformational. Security...

Solution
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Scope & timeline

  • 50% reduction in development cycle time
  • 2-week scope completed in 3 hours with Claude
  • 98% Claude adoption, up from ~80% at rollout
  • 2-3x more pull requests merged per week

Quotes

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The company

Healthcare consumer experience platform for payers, providers, and employers.

IndustrySoftware & Platforms
LocationToronto, ON, Canada
Employees251-1K
Founded2014

The vendor

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

Use case

League's Software development is part of this use case:

Code Generation
125 case studies(+91% YoY)
Proven impact?
LowModerateVery Strong
4.3Moderate
4.0Moderatewithin Software & Platforms
4.2Moderatewithin Product Engineering

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