Bangkok studio · established 2019

The journey is not the funnel.

Apifeaturegrid teaches User Journey Mapping Analytics for teams who already have dashboards and still cannot explain why a capable visitor leaves. We treat events as evidence, not decoration.

Open the Journey Signal Lab

Product team reviewing journey notes around a long table
Map Room critique, Taradyod studio — annotated journeys before any slide deck.
Flagship programme

Journey Signal Lab


A six-week cohort that walks a live product from raw event names to a working journey atlas: stage definitions, friction scores, and a critique ritual your team can keep after the last session.

You will not finish with a pretty poster. You will finish with a map that can be argued with, versioned, and checked against the next release.

Programme outline

Laptop showing analytics charts during a mapping session

“We already knew checkout was ‘the problem’. The Lab forced us to name which three moments inside checkout actually moved, and which were just noisy.”

Nalinee K., growth lead, Bangkok marketplace

“I still think the homework load in week three is heavy if you have a full-time job. That said, the handoff worksheet is the only artefact our support lead still opens.”

Client in B2B logistics software

What we actually teach

User Journey Mapping Analytics without the theatre

Stage honesty

Stages are named from observed behaviour, not from the sitemap. If a step exists only in Figma, it does not earn a column on the atlas.

Friction with a denominator

Drop-off is useless until you know who was eligible to continue. We score friction against the cohort that could have completed the next act.

Handoffs as first-class events

Support, sales, and warehouse teams often own the worst breaks. Mapping them is part of the craft, not an afterthought slide.

Bangkok city view toward the river at dusk
Why Thailand

Checkout, PromptPay, and the journeys global templates miss

A large share of our Map Room seats come from teams selling into Thailand. Card funnels copied from US playbooks quietly fail when PromptPay, bank transfer, and cash-on-delivery sit in the same flow.

We keep the studio on Chakrpong Road so critique sessions can happen in person, with screens that show the real local stack rather than a sanitised demo.

How the studio works

Other programmes

Shorter rooms, same standard of evidence

Monitors showing operational data in a dim office

Two-day workshop

Path Density Workshop

Visualise where traffic actually concentrates across stages, then decide which rare paths still deserve product time.

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Cross-functional team talking around a meeting table

Clinic

Handoff Friction Clinic

Map the baton-passes between product, support, and ops — the places dashboards usually go quiet.

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Shopper and associate reviewing a purchase at a counter

Thailand focus

Bangkok Checkout Atlas

Instrument and map local payment realities without flattening them into a single “checkout complete” event.

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Studio record
217

practitioners through Map Room since 2022

31

product teams in Bangkok and Chiang Mai

4.2 hrs

median time to a first annotated journey in Lab week one

Journal

Notes from recent critiques

All journal essays

Bring a messy event list. Leave with a map you can defend.

Seats for the next Journey Signal Lab open in Bangkok and online. If you are unsure which room fits, write to the studio — we answer within two working days.

Write to the studio