A live model of your operation — and a record of every decision.
The twin reads what your systems already know and turns it into one live model: orders, tasks, people, locations, stock and equipment. Every field carries a confidence score, so a number that cannot be trusted never quietly becomes a decision.
Aisle 12 is flagged, not filled in. A low-confidence field travels to the decision as low confidence — it is never rounded up to a number that looks certain.
Read. Model. Score. Record.
The twin is what the other three modules read from. The Waving & Execution decides on it, Demand & Stock Planning positions against it, and Yard & Gate Management closes the loop on it — one model, one version of the operation.
Read
Four objects, read-only, from the WMS, ERP, TMS and OMS you already run: orders and cut-offs, tasks and locations, people and shifts, sequence calls.
Model
They become one live model of the operation — the same model every module reads, so two screens never disagree about what is true.
Score
Every field carries a confidence score. Missing data is not filled with a zero or an average; the uncertainty travels with it into the decision.
Record
Every decision is written into a ledger: what was decided, why, on what evidence, and whether it held. Auditable, replayable, reversible.
The model comes ready — you do not draw it.
A model, not a schema
Orders, commitments, tasks, resources and waves are defined before day one. Onboarding maps your data to a model that already exists.
Confidence on every field
Each value carries how far it can be trusted, so the decision layer knows the difference between a fact and an assumption.
Read-only in phase one
The twin reads. It writes to none of your systems until you approve a phase-two integration.
One version of the operation
The WES, stock planning and the yard read the same model, so they never argue about what happened.
Replay any hour
Ask what the operation looked like at 14:12 and get the same picture the engine saw when it made the call.
A decision ledger
Every recommendation, its reason, its confidence and its outcome — the record your operation does not have today.
One model, every kind of operation.
3PL & contract logistics
Many customers, one site. The twin holds each customer's commitments separately and the shared resources once.
Retail & e-commerce
Store, DC and online demand in one model, so an allocation decision sees all three at the same moment.
Yard & transport
Trucks, docks and appointments are part of the same model as the floor — not a second system with its own clock.
A decision is only as good as the picture behind it.
It never invents a number
Most reporting quietly fills a gap with a zero or an average. The twin says it does not know — and the decision inherits that.
It ends the screen argument
Three systems, three answers, one supervisor deciding which to believe. One model removes the argument before it starts.
It makes the operation learnable
Extra work written on paper teaches nothing. A ledger of decisions and outcomes is what lets next week be different from this one.
It is how you audit an AI
Every recommendation carries its reason and its confidence. That is what a regulator, an auditor and a shift manager all need to see.
Systems record · robots execute · Datanomous decides.
See your operation as one live model.
Bring one site and two weeks of history. We will build the twin read-only and show you where your data is trusted — and where it is not.
Book a demoCONNECTED OPERATION
Turn a modelled choice into an approved action.
Preview the operational effect, then pass an approved change to the systems and teams that execute it.
