StudySessionReplayer: Lecture Recording Indexer
AI-powered tool that auto-generates searchable transcripts, timestamps, and concept summaries from recorded lectures so students can find exactly what they need in 5 seconds instead of scrubbing through 90 minutes of video.
The Problem
Students record lectures but can't efficiently search or reference them later. They either re-watch entire recordings to find one concept or give up and rely on incomplete notes. Instructors have no way to know which parts of their lectures confuse students most.
Target Audience
University students (especially STEM majors), online course platforms, corporate training departments, and professors teaching hybrid/recorded courses.
Why Now?
Universities are normalizing lecture recording post-COVID, students expect searchable content (TikTok/YouTube trained them), and AI APIs are cheap enough to make this profitable at student price points.
What's Missing
Existing transcription tools treat lectures like podcasts — they miss the edu-specific need to jump to 'when did the professor explain photosynthesis?' or 'what was that exam tip?' Lecture content needs concept-level indexing, not just word search.
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