Contracts before charts
Agree on definitions while stakeholders still have patience.
A practical frame for reading multi-week learning groups without collapsing them into a single vanity score.
Cohort Performance Analytics is the disciplined practice of defining signals, collecting just enough evidence, and reviewing it on a cadence facilitators can sustain.
Engine Gatehub separates learner progress, facilitator load, and operational friction so teams stop arguing past each other in weekly syncs.
Agree on definitions while stakeholders still have patience.
Weekly boards beat noisy minute-level feeds for most cohorts.
Include late joiners and partial completers in the story.
Start with the course shelf or send us a note about your next intake.