MeetingDebt: Async Meeting Backlog Tracker
Tracks commitments made during meetings and auto-converts them into actionable task reminders with context, preventing the chaos of forgotten verbal agreements.
The Problem
During meetings, people verbally commit to actions but rarely write them down in the moment. These commitments get lost, duplicated, or forgotten because they're scattered across Slack messages, email threads, and individual notes. Teams lack a single source of truth for who promised what and by when, leading to missed deadlines and accountability gaps.
Target Audience
Remote teams (5-50 people) using Slack or Microsoft Teams who run frequent sync meetings and struggle with follow-through on verbal commitments; particularly useful for product, engineering, and operations teams.
Why Now?
AI transcription is now cheap and reliable; Slack API access is mature; teams are increasingly distributed and skeptical of whether tasks actually got captured in the meeting chaos.
What's Missing
Existing tools focus on transcription or note-taking, not on extracting and tracking the *commitments* made. There's no semantic layer that says 'when someone says I'll do X by Friday, flag this as a task to that person'.
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