What does co-building an ontology mean?

CodeNinja Atoms designs the physical AI system for one of your energy and utilities operations and writes the operation as an object model you own, in the hyper-ontology/1 package format. You bring the operation, the systems that already hold its records and one engineer who knows the site. You get the reference architecture, the object model, the sizing arithmetic and the three year cost.

Does our data leave our country?

That is your rule, not ours. Every published design is sovereign by default: open weight models on hardware the operator owns, in country, air gapped where the operation requires it.

Is there already a energy and utilities design to read?

Yes. 3 published energy and utilities reference architectures in Saudi Arabia and the United States, each with a DOI, an object model and a cost appendix.

Co-build · Energy and utilities

Co-build an ontology for energy and utilities

Grids and plants run on control systems, maintenance records and field crews that were never designed to share one picture of risk.

Recommended path. Start from the nearest published energy and utilities design and we extend its object model to your site. Send the one form below with the operation you want to make living. Go to the form.

What we bring

3 published energy and utilities reference architectures, each with its object model, its model register and its sizing and cost, in Saudi Arabia and the United States. All of it is CC BY 4.0 and already public.

Design	Country	Objects	Models	Record
Reliability Atlas	Saudi Arabia	13		DOI
Feeder Firewatch	United States	14	2	DOI
Grid Context Watch	United States	14	2	DOI

Plus Praxis, the platform the designs are made on, and Hyper Ontology, which stands an object model up over your own systems.

What you bring

The operation

One plant, terminal, mine, farm or network, and the outcome you want from it, in your own words. One operation, not a programme.

The systems that already hold the records

Control systems, maintenance and ERP records, cameras, inspection sheets, whatever already exists. Nothing new has to be bought to start.

One engineer who knows the place

Somebody who can say what an alarm really means on your site and where a number comes from.

Where the data may sit

Your rule, not ours: in country, on your own hardware, air gapped, or in a region you name.

What comes out

A reference architecture for your operation

Sensing, edge, compute, the models and their licences, the sizing arithmetic and the three year cost against the alternatives.

An object model you own

The operation written as objects and links in the hyper-ontology/1 package format, ready to load into Hyper Ontology over your own systems.

A document your own engineers can argue with

Every number sourced, every choice stated against what it was chosen over, and the approvals and human control written down.

Published or private, your call

Every design published on this site has the operator removed. Yours is published the same way, under CC BY 4.0, or stays private.

Every sector

The same door is open for each of the 13 sectors on the grid: co-build, sector by sector. Questions answered from the published designs: physical AI by sector.

Co-build · Energy and utilities

Ask to co build

One operation, one outcome. We answer with the nearest published energy and utilities design and what it would take on your site.