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Title
League cuts product development cycle times in half after company-wide Claude rollout
…e Ask questions about this page Copy as markdown Case study | Claude Enterprise League cuts product development cycle times in half with Claude Try Claude Industry: Healthcare Company size: Medium Product: Claude Enterprise…
Description
League, a digital health platform, signed a Claude Enterprise agreement and went live company-wide within days, then held a 48-hour internal event pushing teams to ship real backlog items to production. Claude adoption reached 98% (up from ~80% at rollout), cycle time from idea through pull request fell by half, AI-authored code rose from about 70% to 98%, vendor security risk assessments dropped from multiple weeks to 15 minutes (49 of the last 53 validated safe by Claude and signed off by a human), and one customer implementation landed two months ahead of schedule.
…ue: Cut product development cycle times in half, from idea through pull request 98% adoption of Claude, up from ~80% when the company-wide rollout began in March 2026 Reduced vendor security risk assessments from multiple weeks to 15 minutes, wit…
…, and processes from engineering to finance run on agents. With Claude, League: Cut product development cycle times in half, from idea through pull request 98% adoption of Claude, up from ~80% when the company-wide rollout began in Mar…
Company
League
…es Connect Events Community Pricing Overview API Login Contact sales Try Claude Customers / League Explore here Ask questions about this page Copy as markdown Case study | Claude…
Industry
Healthcare
…rise League cuts product development cycle times in half with Claude Try Claude Industry: Healthcare Company size: Medium Product: Claude Enterprise Claude Code Location: North Ame…
Problem
League builds digital health experiences on protected health information for regulators-bound health plans and providers. Every new tool had to clear a high compliance bar, security reviews backed up about three weeks, customer implementations ran on slow traditional healthcare timelines, and existing AI assistants only created small pockets of efficiency rather than transformational change.
…I Transformation at League. "But it wasn't transformational by any means." Security reviews backed up about three weeks. Customer implementations ran on traditional healthcare timelines. League saw th…
…ious even as employees gained access to AI assistants. "We had those tools, and it was creating tiny little pockets of efficiency for people in their day-to-day," said Signy Roland, AVP of AI Transformation at League. "But it wasn't tra…
Solution
League signed a Claude Enterprise agreement and had the whole company live within days, then spent about a quarter standing up security controls (including keeping patient data in a separate environment Claude cannot access) to become AI-native. A 48-hour internal event called the Accelatron pushed teams to ship real backlog items to production and reset the expected pace of work into micro-sprints. Engineers use Swarm, League's internal orchestration tool built on the Claude Platform, where a lead agent breaks work down and spawns agents to execute it in parallel overnight, with a Claude-based bot triaging pull requests by scale and risk. The finance team automated more than 60 of its own processes, and a Claude skill now completes vendor security risk assessments.
…pening up these new things. It was really changing the way that I was working." League signed its Claude Enterprise agreement on a Friday and had the whole company live by Monday. The security work took longer, about a quarter. Patient data is kept in a separ…
…lled two weeks of scope, we now practice doing in three hours," Galperin added. For larger builds, engineers turn to Swarm, League's internal orchestration tool built on the Claude Platform. A lead agent breaks the work down and spawns a team of agents to execute it in…
Technology
Claude Enterprise, Claude Code, Swarm
…times in half with Claude Try Claude Industry: Healthcare Company size: Medium Product: Claude Enterprise Claude Code Location: North America Cycle times cut in half from idea through pull request…
…cope, we now practice doing in three hours," Galperin added. For larger builds, engineers turn to Swarm, League's internal orchestration tool built on the Claude Platform. A lead…
Business value
Claude adoption reached 98%, up from about 80% at company-wide rollout. Cycle times from idea through pull request were cut in half, and AI-authored code rose from roughly 70% to 98%. Vendor security risk assessments dropped from multiple weeks to 15 minutes, with 49 of the last 53 validated as safe by Claude and signed off by a human. One customer implementation landed two months ahead of schedule, the finance team automated more than 60 processes, and the company stood up its security foundation for company-wide AI access in under a quarter.
…ption of Claude, up from ~80% when the company-wide rollout began in March 2026 Reduced vendor security risk assessments from multiple weeks to 15 minutes, with 49 of the last 53 validated as safe by Claude, and then signed off by a human. Runs overnight autonomous coding sessions through Swarm, League's internal…
…s through Swarm, League's internal orchestration tool built on Claude Code Delivered a customer implementation two months ahead of schedule Automated more than 60 finance processes, built largely by the finance team its…
Headline outcome
…, and processes from engineering to finance run on agents. With Claude, League: Cut product development cycle times in half, from idea through pull request 98% adoption of Claude, up from ~80% when the company-wide rollout began in Mar…
Use case type
Software engineering assistance
…49 of the last 53 validated as safe by Claude, and then signed off by a human. Runs overnight autonomous coding sessions through Swarm, League's internal orchestration tool built on Claude Code Delivered a customer implementation two months ahead of schedule Automated more…
Business functions
IT & Software Engineering, Finance & Accounting
…lts started appearing in Slack, the most common reply was a request for access. The finance team has since automated more than 60 of its own processes. A designer who kept spotting UI bugs mentioned never having opened a pull reque…
AI capabilities
Agentic AI, Generative AI
…Swarm, League's internal orchestration tool built on the Claude Platform. A lead agent breaks the work down and spawns a team of agents to execute it in parallel, running overnight. An engineer reviews the work the next morning. To prevent review from becoming…
Region
North America
…ndustry: Healthcare Company size: Medium Product: Claude Enterprise Claude Code Location: North America Cycle times cut in half from idea through pull request across League's pro…
Deployment model
cloud
…Customers / League Explore here Ask questions about this page Copy as markdown Case study | Claude Enterprise League cuts product development cycle times in half with Claude Try Claude Indu…
Deployment options
cloud
…Customers / League Explore here Ask questions about this page Copy as markdown Case study | Claude Enterprise League cuts product development cycle times in half with Claude Try Claude Indu…
