for edtech
Students find any answer in one query. Faculty stop saying “I think I covered that in lecture 14.”
the brutal reality
A semester is 14 weeks of lecture. Students remember 5%. Search bars on LMSs return PDF excerpts. The actual moment a professor explained the concept — that’s still buried in a 90-minute video file nobody opens twice.
how it works
01 · index the curriculum
Connect Panopto, Zoom recordings, YouTube channels, or NAS.
02 · cited answers
Students query in plain English. Every answer cites the lecture + timestamp.
03 · revision packs
Auto-generated revision clips per topic, with speaker attribution.
real queries
“Pull every September lecture on supervised learning — with timestamps.”
→ 14 lectures · 27 cited moments · grouped by topic.
“Find where Prof. Khan explained the bias-variance trade-off.”
→ Lecture 09-15 · 11:02 · cited transcript ready to share.
“Generate a 5-minute revision clip on covariance from the stats track.”
→ 6 moments stitched · 4:48 reel · publish-ready MP4.
why edtech picks deepgrip