Our process began with extensive user research, performing over 250 interviews across multiple stakeholder groups and potential users to deeply understand pain points and opportunities. This research informed our creation of intuitive marketplaces where students could easily discover and enroll in programs, alongside sophisticated dashboards that empowered educators to track student progress, manage cohorts, and identify at-risk learners through visual data representations. The platform's ability to filter and group students based on multiple criteria (courses, grades, risk status, company affiliation) gave educators unprecedented visibility into their students' journeys.