Consent Architecture for Mobile Analytics
Deny-by-default wrappers for iOS and Android, CMP fan-out without identity leakage, and a revoke drill that includes the warehouse extract.
Courses
Programmes for people who ship SDKs, not slide decks.
One flagship is written in full. The others are shorter benches that can stand alone or follow Instrument Bench. Tuition is informational; enrol via contact.
Event Schemas Without Device Fingerprints
Retire probabilistic identity glue. Design consented keys, coarse cohorts, and reports that survive when advertising identifiers disappear. Live critique optional via Instrument Bench add-on.
CMP Bridges for Product Analytics
Read a consent string once. Fan out to product analytics, keep marketing pixels off the launch path, and document what happens when the CMP is dark.
PDPA Measurement Studio
Map Thailand’s PDPA to SDK boot, purpose limitation, retention clocks, and cross-border processors. Taught with Thai consumer-app artefacts.
Opt-In Cohort Literacy
Rebuild activation and retention charts so they describe consented sessions, not imaginary users. Aimed at PMs who inherit dashboards they did not instrument.
Field Notes archive
Twelve hours from the 2025 evening series. No live markup. Listed on tuition if you already own the CMP relationship and need vocabulary, not a cohort.