Flagship
Predictive CLV for Commerce Teams
From RFM leftovers to a survival-aware value model you can take into a Thai retail or subscription P&L.
Open the syllabusBangkok desk · Lat Phrao
Customers do not arrive as averages.
Metric Cloudhub is a practice desk for Customer Lifetime Value Analytics. We teach operators how to value a relationship after the first invoice — without hiding behind a single blended number that no warehouse, no finance lead, and no media buyer can actually use.
38%
Median share of buyers driving repeat revenue across our last 61 working cohorts — far from the textbook split people quote from memory.
From the room
Notes left after the studio, not after a survey.
The “Predictive CLV for Commerce Teams” module on buy-till-you-die assumptions finally explained why our beauty replenishment curve looked healthy in month three and then quietly died.
I still argue with finance about contribution margin in the CLV sheet. The programme did not magically align two departments. It did give me a reproducible method for the Marketplace Survival workshop.
★★★★☆Short, dense, and occasionally impatient with vanity dashboards. The cohort calendar exercise is the piece I still open on Mondays.
61Working cohorts reviewed on the desk since 2018
1,940Practitioners who finished a live or studio seat
8Intake years with a Bangkok weekend on the calendar
฿18.6kTypical Reading Room access, quoted without a countdown
Programmes
Four desks. One flagship you can finish in a quarter.
Each listing is a real teaching block, not a synonym for “analytics course.” Only Predictive CLV for Commerce Teams currently has the full syllabus published.
Retention Accounting for Subscription Brands
How to keep churn, expansion, and contracted value in one ledger without pretending every baht of MRR is equal.
Enquire about a seatWhat the desk actually teaches
Leave able to defend a number, not decorate a slide.
We spend less time on tool tours and more time on the awkward parts: sparse Thai holiday seasonality, cash-on-delivery return spikes, and marketplace sellers who only see a fragment of the customer.
Cohort grammar
Acquisition month is not a personality. You will learn when to split by first category, first discount depth, and first fulfilment promise — and when a split is just noise.
Margin before romance
Lifetime value that ignores contribution, return cost, and payment fee is a marketing slogan. The studio forces those lines onto the same sheet as repeat probability.
A sentence finance will sign
Every model ends as a paragraph a non-modeller can read: who is included, what is excluded, and which assumption would break the ranking of your top segment.
Journal
Recent desk notes
Cohort decay in Thai subscription brands
Why Songkran and mid-year school holidays distort “healthy” month-three retention if you never isolate them.
When RFM stops being enough
Recency still matters. It just cannot carry a CLV conversation once discounting becomes the main reason people come back.
Margin-aware CLV for marketplace sellers
Commission, ads, and returns eat the “lifetime” before the second order. A worksheet for sellers who only see a slice of the buyer.
Invitation
Bring a real extract, not a hypothetical brand.
If you already have twelve months of orders, we would rather work from that than from a demo CSV. Write to the desk, or sit in on a Lifetime Value Studio weekend when the next Bangkok date opens.