GitHub Uses AI to Automate Accessibility Feedback Triage and Resolution
By
Carie Fisher
Hand-rolled, kettle-boiled, baked to perfection. Worth every minute at the bakery.
Summary
GitHub has implemented an AI-powered system to handle accessibility feedback that previously had no clear ownership. Since accessibility issues cut across multiple teams and components, they were difficult to triage and resolve. The new system uses AI to automatically categorize, prioritize, and route accessibility feedback to the appropriate teams, transforming a chaotic backlog into continuous, rapid resolutions that improve inclusion for users with disabilities.
Key quotes
· 4 pulledFor years, accessibility feedback at GitHub didn’t have a clear place to go.
Unlike typical product feedback, accessibility issues don’t belong to any single team—they cut across the entire ecosystem.
No single team owns any of these problems—but every one of them blocks a r
AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid resolutions.
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