CohortPulse

CohortPulse is a web app (with optional mobile companion) for creators, bootcamps, and internal L&D teams who run cohort-based courses and keep losing learners after week one. It combines traditional workflow automation with light AI to detect drop-off risk early and trigger the right intervention. The app pulls signals from your existing stack (Zoom attendance, LMS progress, Slack/Discord activity, assignment submissions) and turns them into a simple “engagement health” dashboard per learner and per cohort. It automates nudges, office-hour invites, peer pairing, and catch-up plans, and it gives instructors a weekly action list that’s realistic to execute. AI is used for summarizing learner blockers from messages and generating personalized catch-up plans, not for replacing instruction. The goal is measurable completion and satisfaction improvements, not flashy content generation.