One model. Every department. Above what you already run.
Most enterprise software is organized by department. HIVO is organized around the thing the company earns from: the project, the container, the asset. Every department sees the same object from its own angle.
The operational system of record for enterprise AI
We have built your shape before
We do not start from a blank page. An operational business runs on a shape we have built before, and the work is fitting it to what you actually do.
So the work goes into what is specific to your organization, not into starting over.
The same questions, one answer
These are the questions a manager asks about a project, a building, a shipment or a production order. The object changes. The questions do not.
What did it cost?
Committed, spent and forecast, in one number the finance team recognises.
Who approved it?
The decision, the person who made it, and the day it was made.
What governs it?
The contract it sits under, not the folder somebody filed it in.
Where does it stand?
One state the whole organization works from, instead of four departments each holding their own.
Answering them today means asking four departments and reconciling what comes back. From one record they are a single question with a single answer, and an agent can act on it without being told what the data means.
The part you do not see, and the part you live in
The operational model
Every entity the organization runs on, how each one relates to the rest, what state it is in, and the evidence behind it.
You never see this layer. Everything above it depends on it being right.
The Workspace
Where the organization works from the model: workflows, departmental views, controls, and the interfaces people use every day.
It is also why the record stays current. The work happens inside it, not alongside it.
Someone sits inside the organization until it works
A forward deployed engineer (FDE) works inside the client's operational environment, alongside the people who run it.
That is how the model comes to reflect how the business actually works, rather than how a system diagram says it should.
Every organization has a different data structure and different people at the edge.
This is the difference between a system that was delivered and a system that is used.
Inside the client's operational environmentAI proposes. The organization decides.
Software alone does not define business truth. Three things are settled by the people accountable for them, every time:
Lifecycle states and approval rules
What counts as done, and who signs off.
Semantic conflicts between departments
Which department's word for the same object becomes the record's.
Field-level mapping into existing systems
Where each number actually lives today, and which one the record trusts.
Everything else, the model can propose and check against evidence.
Nothing becomes the record without the authority to make it so.
The account of how your organization works stays current as the organization changes.