# Co-build an ontology for heavy industry and construction

Canonical: https://codeatoms.ai/co-build/heavy-industry-and-construction/
Publisher: CodeNinja Atoms (https://codeatoms.ai)
License: CC BY 4.0

Mills, factories and building sites produce counts, alarms and progress data in many systems, and each one sees only part of the operation.

Recommended path: start from the nearest published heavy industry and construction design; we extend its object model to your site.

## What we bring

- [Steel Count Ledger: Independently Counted Production for Every Steel Mill in Pakistan](https://codeatoms.ai/steel-production-count-pakistan/) (Pakistan): 14 objects, 3 models, DOI https://doi.org/10.5281/zenodo.23126563
- [Structure Phase Watch: Live Production, Crane and Delivery Evidence for Every Pour on a Construction Site](https://codeatoms.ai/structure-phase-construction-saudi-arabia/) (Saudi Arabia): 15 objects, 4 models, DOI https://doi.org/10.5281/zenodo.23126448
- [Factory Fire Watch: Read-Only Smart Fire Protection Monitoring for Every High-Risk Factory](https://codeatoms.ai/factory-fire-monitoring-saudi-arabia/) (Saudi Arabia): 14 objects, 1 models, DOI https://doi.org/10.5281/zenodo.23126565
- Praxis, the platform every design is made on: https://codeatoms.ai/praxis/
- Hyper Ontology, which stands an object model up over the operator's own systems: https://codeatoms.ai/hyper-ontology/

## 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.

## Questions

### What does co-building an ontology mean?

CodeNinja Atoms designs the physical AI system for one of your heavy industry and construction 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 heavy industry and construction design to read?

Yes. 3 published heavy industry and construction reference architectures in Pakistan and Saudi Arabia, each with a DOI, an object model and a cost appendix.

Ask to co-build: https://codeatoms.ai/co-build/heavy-industry-and-construction/#ask
Every sector: https://codeatoms.ai/co-build/