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THE SHARED OPERATING MODEL
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.
THE FLOW AT A GLANCE
From signal to outcome.
Illustrative operating model
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.
What the twin does
Read. Model. Score. Record.
Order Intake, Procurement, Order Fulfillment, planning and execution can use the same current records and decision evidence. Each workflow reads the data it needs; approved actions return to the appropriate system through its available integration.
01
Read
Read orders, stock, tasks, locations, people, equipment and commitments from the WMS, ERP, TMS and OMS you already run.
02
Model
They become one live model of the operation — the same model every module reads, so two screens never disagree about what is true.
03
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.
04
Record
Every decision is written into a ledger: what was decided, why, on what evidence, and whether it held. Auditable, replayable, reversible.
What it holds
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.
Controlled system actions
The twin records the evidence behind a decision. Approved actions write to an existing system only where its integration and policy allow it.
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.
Where it runs
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.
Why it matters
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 · Datanomous recommends · authorised teams approve.
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.
