Hands-on experience with AI tools such as Claude, GitHub Copilot, Cursor, Builder.io AI, or comparable platforms for content operations, QA, documentation, workflow automation, or release preparation. Lead readiness reviews and go/no-go decisions covering content, functionality, SEO, analytics, accessibility, localization, approvals, rollback, communications, and monitoring.