Your bestseller may be your worst margin, revenue isn’t profit once COGS, returns, fees and true CAC land.
You’re optimizing the number you can see. The money leaks in the part you can’t.
Pick your world. Each card below is that industry’s own report, x-rayed live, showing the trusted-but-wrong number that hides a margin or revenue leak, and ending on an honest “where the data is too weak to trust.”
Consumer & D2C
Revenue is not profit. Once true landed cost, returns, fees and real CAC land, the bestseller is often the worst margin, and the customers you can reach are a fraction of the base.
You can see ~30% of your customers; the rest bought on marketplaces, invisible, and their consumables expire unseen.
Your subscription looks healthy until pharmacy COGS, true CAC and month-3 churn land, the meds may lose money; coaching pays.
Manufacturing & Mobility
You price and plan on numbers built upstream, standard cost, dispatch. The real margin and the real demand hide one join away, in the ERP and the spreadsheets nobody reconciles.
You price on standard cost. Real per-SKU margin hides in ERP plus three spreadsheets, and some lines ship at a loss.
Spending big on the launch, but enquiries die unworked, spend burns unattributed, and you measure dispatch, not demand.
Materials & Supply Chain
The plan reads balanced because it tracks dispatch, not offtake. Meanwhile growth markets stock out and depots sit on aging stock, both at once, both invisible in the headline number.
Blended margin looks fine, but lanes costed from agent accruals never reconcile to the real invoice; some run at a loss.
Your S&OP reads 96% balanced, while growth markets stock out and depots sit on aging stock. The plan tracks dispatch, not offtake.
Pharma & Life Sciences
The dashboard reads primary sell-in, the one number that stays green while prescriptions, secondary offtake and field-force yield weaken underneath it.
You pay reps to call doctors who don’t prescribe, coverage is wide, Rx-yield is thin, and channel stock returns as expiry.
Multi-entity Groups
The consolidated total is roughly right, but the segment mix you allocate capital on is rebuilt by hand every close, and it can be backwards.
The consolidated total is roughly right, but the segment mix you allocate capital on is backwards, and it’s rebuilt by hand every close.
Warehouse-native. We build where your data already lives.
From Shopify and SAP to Salesforce and the warehouse up to the AI analyst on top, mapped to the tools you already run. No rip-and-replace.
Don't see yours? The medallion model is source-agnostic, we connect what you run.
Not sure which door is yours?
Tell us the one number your team trusts most. We’ll show you, in 21 days, the leak hiding behind it, 3× the fee recovered, or you don’t pay.
Book a 15-minute fit callNo rip-and-replace. No long contract. Start with the live teardown, or just talk to us.