LearnLoop

LearnLoop is a web app (with optional Slack/Teams add-ons) for capturing lessons learned right after projects, incidents, launches, or campaigns—before the details evaporate. It guides teams through a fast, structured after-action flow (what happened, why, evidence, impact, what to change) and then converts outcomes into trackable “improvement cards” with owners, due dates, and proof-of-change requirements. The AI layer summarizes messy notes, clusters duplicate lessons across teams, and suggests the smallest actionable policy/process update. A lightweight search and tagging system makes lessons retrievable later, while recurring “check-ins” force closure so insights don’t die in a doc. Realistically, the hardest part isn’t features—it’s adoption—so LearnLoop is designed to be completed in under 10 minutes and to integrate into existing workflows rather than becoming another standalone tool.