Start with the operating model
A dependable learning platform begins with users, roles, course structures and the decisions programme teams need to make. Configuration should follow those requirements.
Treat the learner journey as a system
Enrolment, access, progress, completion, certificates, communication and support are connected workflows. Testing them together exposes gaps that isolated course checks miss.
Build reporting into delivery
Progress and completion data should be validated early. Clear filters, controlled exports and documented definitions help learning and programme teams use the same evidence.