An instrument for spotting the next edtech opportunity — generated ideas, each traced to the real-world signals behind it.
Schools rely on monolithic LMS platforms like Canvas that become single points of failure during cyberattacks, leaving thousands of students locked out for weeks with zero direct communication and no fallback continuity plan.
The AI tutoring landscape is highly fragmented — dozens of point solutions (whiteboard tutors, chess tutors, math tutors, typing tutors) exist but none integrate with the LMS where students already receive assignments, creating a context-switching gap between where work is assigned and where help is received.
Adult language learners with limited time love Duolingo's convenience and gamification but hit a ceiling because the app lacks adaptive conversation practice calibrated to their real-world use case (work, travel, family) — they plateau at phrasebook-level fluency.
Peer-to-peer tutoring platforms like Schoolhouse.world prove there is strong supply of volunteer tutors and demand from students, but platforms either extract exploitative commissions (exposed by Tutor.tax) or remain purely volunteer with no sustainability model, causing tutor burnout and platform collapse.
Students on older devices or iOS versions are silently dropped from LMS support, and mobile UI regressions go undetected in production because vendors don't test across the fragmented device and OS landscape their users actually have.