Why online courses fail
Online courses are bought with enthusiasm and abandoned quickly, and platforms rarely know at which lesson or why. Without that, every fix is a guess. The second failure is structural: video hosting and a payment button are not a learning platform — progress tracking, assessment, certificates and a reason to return tomorrow are what produce completion, and completion is what produces the testimonials that sell the next cohort.
What we build for a learning platform
First, course delivery with progress tracking and assessment, so students and instructors both see where they are. Second, drop-off analytics by lesson, the single most valuable data a platform can produce and the one most lack. Third, certificates and achievement milestones, which give a reason to finish. Fourth, payment with staged access and reminders, plus an instructor interface, because content updates should not require a developer.