How AI product feedback management is compressing decision cycles from weeks to hours in 2026
AI product feedback management tools like Noisely, Enterpret, and Amplitude now automate capture, analysis, and routing across Reddit, G2, Zendesk, and Intercom, compressing feedback-to-decision cycles from weeks to hours and shifting PM roles from manual triage to strategic decision-making.