“We stopped firing app_open before the CMP returned. Revenue lookback got uglier for two sprints, then the legal team stopped blocking releases.”
Bangphlat studio · established 2019
Consent before the first event.
Sensor Linkhub is a small measurement practice in Bangkok. We teach product and data teams to run consent-aware app analytics: SDKs that stay asleep until a lawful basis exists, taxonomies that survive opt-out, and reporting that does not pretend a revoked signal is still a user.
Read the flagship syllabus- 01Do not wake an analytics SDK before consent, legitimate interest, or another documented basis is in place.
- 02Name events for revoke as much as for collect — every property should have a quiet deletion path.
- 03Thailand’s PDPA sits beside ATT and CMP strings, not underneath them. Local law is not a footnote.
Flagship · 11 weeks
Consent Architecture for Mobile Analytics
The studio’s long programme. You design a deny-by-default instrumentation layer for iOS and Android, wire a CMP without leaking identity into the event bus, and rebuild three dashboards so they remain honest after opt-out rates rise.
Nalinee Sutham leads the critiques. Evening sessions run Bangkok time; schema reviews are written, not slide-deck theatre.
126
schema critiques written in the last calendar year
48
app teams from Bangkok, Chiang Mai, and Phuket
19
Thai-language office hours each quarter
From recent cohorts
What people actually changed
The PDPA Measurement Studio forced us to document a retention clock for crash breadcrumbs. I still wish the Android lab had one extra week — our Play store consent flow is messier than the iOS one we practised.
★★★★☆ · cohort note
Instrument Bench is dense after 19:00. The CMP bridge worksheet for Consent Architecture is the piece our vendor could not explain in three sales calls.
How the studio teaches
Critique before tooling.
We do not begin with a vendor demo. Each week opens with a broken event log from a real (anonymised) Thai consumer app. Fellows rewrite the taxonomy, then implement the smallest SDK change that would have prevented the leak.
Office hours are bilingual. Bangkok-based teams can visit the Bangphlat room for schema reviews; remote fellows join the same queue. Nobody is ranked on dashboard vanity.
Other programmes
Shorter benches
Event Schemas Without Device Fingerprints
Replace probabilistic identity glue with consented keys and coarse cohorts.
PDPA Measurement Studio
Map Thailand’s PDPA to SDK boot, retention clocks, and cross-border processors.
CMP Bridges for Product Analytics
Read consent strings once, fan out safely, and keep marketing pixels off the critical path.
Journal
Recent writing
What “consent-aware” actually changes in an event pipeline
It is not a banner colour. It is a gate before enqueue, a separate dead-letter for revoked users, and a report that can show empty without lying.
Mapping PDPA to the first millisecond of SDK boot
If your analytics library writes a disk cache before the consent screen, you already have a processing story to defend.
Bangphlat
Visit or write.
Tuition is listed plainly. There is no checkout on this site. If a programme fits your team, send a note — we reply within two working days, Bangkok time.
Contact the studio