Data-Driven Iteration: From Pilot to Platform
Teams tracked learning signals like completion, retries, and reflection depth, while protecting privacy with aggregation and opt-ins. Transparency earned trust. Which metrics would you choose first, and why? Share your approach so others can adapt it thoughtfully.
Data-Driven Iteration: From Pilot to Platform
Every two weeks, designers reviewed data, interviewed learners, and shipped small enhancements. Announcements explained changes and invited feedback. What iteration cadence fits your context? Comment with your rhythm, and we will compare patterns across institutions.