User Feedback Loops

Build user feedback loops that actually improve responsible AI behaviour. Learn the in-product feedback widget (one-click 'flag this output' with optional category), separate complaint channels for serious harm, escalation routing that takes complaints to the right team without losing them, root-cause analysis on themes that emerge across feedback, and the closed-loop disclosure to users that tells them what changed because of their feedback.