Video narration
That homework assignment everyone keeps getting stuck on? It may look like an opportunity for an AI startup-but an impressive demo is not an education business. Think about the assignment you struggled through yourself. Ask whether AI removes a recurring frustration for students or teachers, inside the class workflow they use. So flip the question: which repeated classroom problem will someone adopt and pay to remove? Start narrow. Build the smallest AI-assisted step for one assignment-guiding completion or reducing grading work-without forcing the class into a new system. The user may be a student; the buyer may be someone else. Then run a pilot-a real-world test. Watch people use the workflow, and listen before expanding into a platform. Your proof is not novelty. It's repeated use. Take an assignment a class keeps struggling with, build the useful help, and earn the right to expand.