CalendarDebtTracker: Meeting Prep Debt Monitor
Automatically flags meetings where you haven't done the required prep work, helping knowledge workers avoid embarrassing unprepared moments and reclaim focus time.
The Problem
Knowledge workers constantly join meetings without reviewing the necessary documents, previous notes, or context. This leads to wasted time, poor decisions, and the anxiety of being caught unprepared. Teams have no way to surface this prep debt before meetings start.
Target Audience
Consultants, product managers, executives, and agency workers who attend 15+ meetings weekly and juggle multiple client/project contexts
Why Now?
Remote/hybrid work has exploded meeting counts; AI can now automatically extract prep requirements from meeting invites and summarize required documents in seconds, making this feasible as a lightweight tool
What's Missing
Existing calendar and meeting tools treat prep as a manual task; there's no automated system that extracts what you SHOULD know before a meeting and alerts you with time to actually prepare.
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