Adoption Signal Lab
A Feature Adoption Analytics intensive for squads who need event schemas, retained-active definitions, and critique rituals that survive executive review. Pricing below is informational only—no checkout on this site.
What you will leave with
- A documented retained-active definition with known blind spots listed openly
- An event taxonomy mapped to one live feature in your backlog
- A weekly Feature Adoption Analytics ritual agenda your PM can run without us
- Scorecard templates for launch week, week three, and day sixty
THB 18,900 / learner · informational
Enquire about a cohortModules
Launch noise vs lasting signal
Separate novelty spikes from sustained Feature Adoption Analytics patterns using cohort windows that fit your product.
Event schema with teeth
Name properties that survive schema drift and still answer adoption questions six months later.
Retained-active contracts
Negotiate definitions with design and support so “active” means the same thing in every deck.
Friction overlays
Pair quantitative drop-offs with qualitative friction notes without turning the review into anecdote theater.
Scorecard critique
Peer-review sessions modeled on Bangkok product guilds—sharp questions, timed responses.
Handoff & limits
Package findings for leadership including what Feature Adoption Analytics cannot claim yet.
Instructor
Arisa Wongsawat
Former analytics lead for a Southeast Asia marketplace. Arisa now coaches Feature Adoption Analytics rituals for SaaS and fintech teams across Thailand. She focuses on definitions that survive bilingual UX and staggered regional rollouts.
Module 03 forced us to write the blind spots under our retained-active metric. That single appendix stopped a misleading chart from reaching the board.
Rating 4.1 · Liked the critique cadence. Would have preferred more warehouse SQL samples for snowflake-heavy stacks.
FAQ
Do I need a mature data warehouse?
No. Several exercises work from product analytics exports. You will get more from Modules 02–04 if you can query events, but CSV extracts are accepted.
Is there a real limitation we should know?
Yes. Adoption Signal Lab does not teach A/B test design or causal inference. If your main gap is experiment methodology, this course will feel incomplete—pair it with a stats program or wait until your instrumentation basics are solid.
How are cohorts scheduled for Thailand?
Live critique sessions run on ICT-friendly evenings. Recordings stay available for two weeks after each session.
Can our whole squad join?
Yes. Contact us for desk or studio plan seats that cover multiple learners under one invoice path—still informational here; enrollment is handled offline.