Built for cohort delivery, not generic sandboxes
The platform was built to run our own instructor-led training first. Cohort orchestration, time-boxed access, instructor view, attendance & learner reports came from a teaching team, not from infrastructure engineers retrofitting a sandbox into a classroom.
Battle-tested by our own delivery