StudentMajorMismatch: Passion-Career Alignment Auditor
Analyzes a student's coursework, grades, and extracurriculars to flag major-career misalignment early and suggest pivot paths before senior year.
The Problem
College students often realize too late (junior/senior year) that their chosen major doesn't match their actual strengths, interests, or market demand. By then, they've wasted $20-40K and 2 years on courses that won't help them. Parents and advisors have no systematic way to catch these misalignments early enough to matter.
Target Audience
College students (especially freshmen/sophomores), academic advisors at 4-year universities, and parents paying tuition who want ROI clarity
Why Now?
College costs are at peak anxiety; AI can now do nuanced skill-extraction from transcripts that was impossible 2 years ago; universities are desperate for retention metrics and student success tools
What's Missing
Existing academic advising is reactive (students seek help) not predictive; no tool automatically flags 'this student is getting C's in core courses for their major but A's in electives outside it' — that signal is invisible until it's too late
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