AssignmentGhost: Student Work Deadline Tracker
Aggregates assignments from Canvas, Google Classroom, and Blackboard into one unified calendar with AI-powered deadline predictions and workload alerts for overwhelmed students.
The Problem
Students using multiple LMS platforms spend 10+ minutes daily checking each system separately for deadlines, often miss assignments because they're scattered across platforms, and have no visibility into their total workload until they're drowning. Teachers have no way to see if they're collectively overloading their class with deadlines.
Target Audience
High school and college students (ages 15-25) juggling 4+ classes across different LMS platforms; also appeals to academic advisors wanting to prevent student burnout.
Why Now?
AI can now predict realistic deadline clusters and warn students before crunch weeks hit; LMS adoption is fragmented (schools use different platforms) making this pain acute; no unified solution exists despite obvious demand.
What's Missing
Schools can't mandate a single LMS, so students suffer the fragmentation; existing tools are passive (just display deadlines) rather than intelligent (predict overload and surface priorities).
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