MeetingDebtTracker: Action Item Follow-up
Automatically extracts action items from meeting recordings/transcripts and nags assignees with smart reminders tied to Slack/Calendar
The Problem
Meeting action items get lost in Slack threads, email chains, and Notion docs. Teams waste 3-5 hours per week re-discussing incomplete tasks because nobody knows what was assigned or when it's due. Most action item tools require manual entry, killing adoption.
Target Audience
Remote-first engineering teams, product teams, and agencies (5-50 person teams) using Slack + Calendar already
Why Now?
Meeting recording APIs (Zoom, Google Meet, Teams) now have transcript access; LLMs are cheap enough to parse action items in real-time; Slack API for reminders is stable
What's Missing
Existing solutions either require manual entry (killing adoption) or sit in email/Notion silos disconnected from daily workflows. No tool automatically extracts AND follows up via Slack/Calendar where people actually live.
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