Manufacturing & Mobility

You price on standard cost. Real per-SKU margin hides in ERP plus three spreadsheets, and some lines ship at a loss.

You price and plan on standard cost, so the lines quietly losing money still look fine on paper. Real per-SKU margin hides one join away, across the ERP and the spreadsheets nobody reconciles. We rebuild true cost-to-serve per SKU from the data you already have, then show you which lines to reprice, keep or drop.

Book a costing diagnostic Scoped diagnostic. Fit, evidence, and delivery scope are confirmed before kickoff.

For plant, ops and finance leads · see the live audit below, then book your diagnostic

Illustrative · representative model, not a client. The live audit is the proof.

What we actually do

The recoverable move, fast, from data you already have

  • Rebuild true per-piece cost from the ERP plus the spreadsheets finance actually uses.
  • Expose the lines that ship at a loss once allocations are honest.
  • Re-price or re-mix from real contribution, not standard cost.
  • Walk away with a ranked fix list: which SKUs and customers to reprice, keep or drop, and the margin math behind each.
Grounded in real work

Built for discrete and contract manufacturers, per-piece margin reconciled from ERP and manual cost allocations.

Where the data is too weak to trust: Some allocations are manual and assumption-driven, we show the assumptions, not just the result.

Works with your stack

Warehouse-native. We build where your manufacturing data already lives.

From SAP, the MES and the cost sheets up to the AI analyst on top, mapped to the tools you already run. No rip-and-replace.

AI analyst
answers, with confidence + caveats
Decide & activate
dashboards, and push back to your tools
Model · Gold
trusted metrics, your canonical model
Warehouse · Bronze/Silver
where your data lives
Ingest
pull every source in
Sources
your raw, messy systems
Runs on
cloud · IaC · orchestration

Don't see yours? The medallion model is source-agnostic, we connect what you run.

What you're probably thinking

The honest answers, before you book.

Is this just another dashboard?

No. You get a decision, not a chart: the SKUs and customers to reprice, keep or drop, with the math behind each, plus where the data is still too weak to trust.

Do I have to rip out my stack?

No. We build warehouse-native on top of SAP, the MES and your cost sheets. Nothing gets replaced and your team keeps working the way they do today.

My data is too messy for this.

That is the normal starting line. Standard costs, allocations and spreadsheet cost sheets that never reconcile: we reconcile it and flag every number that is still a guess instead of hiding it.

Find the lines shipping at a loss, in 21 days.

We rebuild true cost-to-serve per SKU from SAP, the MES and your cost sheets, then hand you the ranked fix list. Scope and evidence requirements are confirmed before kickoff.

Book a costing diagnostic

No rip-and-replace. No long contract. We start from the data you already have.