Reviews

Not every evening was comfortable. The tables still shipped.

These notes come from people who sat Window Clinic, Retention Windows Atelier, or Cohort Residency. We keep a mild reservation in the room on purpose.

Two colleagues reviewing a printed cohort table together
“I came for dashboards and spent the second week arguing about whether first-open or first-purchase starts the clock. Ann would not move on until we wrote it down. That argument is now a one-page policy our CPO actually quotes.”

Nalinee Phornchai · Head of Product, regional commerce · Retention Windows Atelier, 2025

★★★★☆

The paywall return-curve module was the piece I used immediately. I still think the Thailand seasonality evening could have used one more local dataset — we leaned hard on Songkran and year-end, and my category peaks in July.

Client in travel-app analytics · Atelier

Window Clinic was exactly one Saturday. I walked in with a broken Day-14 and left with a denominator I can explain to finance.

Ploy · Chiang Mai

★★★★★

Residency desk hours were blunt. My stakeholder readout rehearsal failed twice. The third version survived the board pack.

M. Arun · Analytics manager, Bangkok

English instruction was a relief for our mixed team. Just know: if your pivot-table muscle is weak, you will feel behind before module three of Day-7 Survival Maps thinking, even though that short course is gentler than the Atelier.

Anonymous client in fintech ops

I wanted more visualisation craft. Proxy Cloudhub will not give you that. They will make you name the window.

Somsak · Independent consultant, Bangkok

Case notes

Two rooms, two broken windows

E-commerce app · Bangkok

Songkran looked like a retention collapse

A marketplace team treated a Day-7 drop during Songkran as a product failure and paused a checkout experiment. In Window Clinic we rebuilt the cohort with acquisition stamps shifted to “first successful order” instead of first-open, and excluded the holiday week from the comparison set rather than from the product narrative.

The “collapse” was mostly people leaving Bangkok. The experiment resumed. The lasting change was a written rule: holiday windows are annotated, not silently deleted.

Subscription audio · SEA

Trial start was not first-open

An audio app mixed trial-start with first-open inside the same Day-14 return curve. Paid conversion looked healthy; returning listeners after trial looked mysteriously weak. During Retention Windows Atelier the student split the clocks: one window for trial, one for first content play after subscribe.

The mild cost: two extra columns and a longer readout. The gain: paywall copy stopped being blamed for a clock-start error.

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