The signal that a student is struggling, a teacher is overloaded or a graduate is job-ready usually exists already, but it sits in one system while the person who could act works in another.
Schools, universities and bootcamps run on a patchwork: a learning management system, a separate student information system, a gradebook, an advising tool, group chats students set up themselves, an events tool, a help line and a shelf of spreadsheets. Each holds part of the picture. Weeks can pass between the first missed assignment and the first conversation about it.
The people doing the work are stretched. Advisors carry large caseloads, teachers grade in the evenings because planning periods get absorbed by meetings and coverage, and enrollment offices field the same questions over and over in the weeks that matter most. Bootcamps and continuing-education programs face a different squeeze: employers want proof that graduates can do the job, and a certificate of attendance does not provide it.
Any answer also has to respect learners. Students include minors, student records deserve careful handling, and tools that feel like monitoring get rejected by the students and staff they are meant to help. Technology has to support the educator's judgment, keep people in charge of consequential decisions, and make privacy the default rather than a setting.