Jira use cases

2 real deployments that used Jira.

Software EngineeringAmazon Web Services (Professional Services)

AWS Professional Services built four migration agents; infrastructure code drops from 3-4 weeks to minutes

Infrastructure-as-code development per application fell from 3 to 4 weeks to minutes, from AWS's internal project tracking data, across a portfolio of over 300 applications.

Vendor case studyAmazon Bedrock AgentCore Strands Agents AWS Transform

Data & AnalyticsFormula 1

Formula 1's agents cut data-source onboarding from 6-8 weeks to about 40 minutes of code generation

Data-source onboarding fell from 6-8 weeks to about 40 minutes of code generation plus hours of review; the post says agents do 95% of onboarding tasks unaided.

Company reportedAmazon Bedrock AgentCore Claude Sonnet 4.6 GitHub