An instrument for spotting the next edtech opportunity — generated ideas, each traced to the real-world signals behind it.
K-12 and higher ed institutions using dominant LMS platforms like Canvas have no independent, real-time visibility into the security posture or incident status of their SaaS providers, leaving students and admins flying blind during breaches.
AI tutoring tools are proliferating but converge on the same chat-interface pattern, which research suggests doesn't reliably produce durable learning gains; the pedagogical design of AI tutors is rarely grounded in evidence.
Schools are actively reconsidering their LMS vendor after reliability and security failures, but have no structured tool to audit their current LMS usage, export content, and evaluate alternatives against their specific workflow needs.
Mobile LMS apps like Canvas suffer from broken to-do lists, unreliable notifications, and poor assignment tracking after updates — forcing students to mentally manage their own deadlines across fragmented tools.
Individual tutors and students lack price transparency about how much tutoring marketplaces (Wyzant, Varsity Tutors, Tutor.com, etc.) take in fees — leading tutors to under-earn and students to overpay for the same instruction.