Adoption Signals
Measure exposure, trial, and habitual use for one live feature. Leave with a floor, a cohort recipe, and a council-ready readout.
Catalogue
Programmes for people who already ship, and still cannot prove uptake.
These are not survey-of-analytics overviews. Each room assumes you can query a warehouse or open an event debugger. The flagship is fully documented; the others open by waitlist when a Bangkok or remote cohort fills.
Event Taxonomy for Mobile Teams
Design names and properties so a feature can be reconstructed after a redesign. Heavy on mobile session quirks, background fetch, and deep links.
Cohort Windows After Regional Launch
Build Thailand-aware windows when Play/App Store timing, Thai copy, and payment methods land on different calendars.
Feature Stickiness Without Vanity Metrics
Replace DAU screenshots with return density, time-to-second-success, and a stickiness rule the squad agrees before launch.
Readout Writing for Product Councils
Turn a messy warehouse query into a one-page argument: floor, evidence, confounders, and a decision request.