Real-World Data Procurement
for Frontier IntelligenceMonetize Your Real-World Data
for Frontier Intelligence
Arloh is a data procurement and research company specializing in built-world and physical-world training data for frontier models.
As models shift to owning real economic work, what they learn from has to accurately reflect how that work is done.
We believe the next frontier of training data is already sitting inside real companies around the world.
Areas of focus
We source and process data from the following industries for frontier model training and evaluation.
Architecture, engineering, construction, real estate and title. Drawings and models, project records from bid to closeout, and the transactions around property.
- AutoCAD drawings
.dwg- Revit models
.rvt- BIM exchange
.ifc- SketchUp models
.skp
Manufacturers, machine shops and industrial engineering firms. CAD and CAM files, work orders, quality and inspection records, and plant retrofit projects from scan to install.
- 3D part models
.step- SolidWorks parts
.sldprt- Print and mesh files
.stl- CNC programs
.nc
IT services, logistics, professional services and hospitality. Tickets, dispatch, client work and bookings, with the communication around them, across years of operating history.
- Email archives
.eml- Client documents
.docx- System exports
.csv- Presentations
.pptx
Lending and mortgage, insurance, accounting, wealth and fintech. Loan files and underwriting decisions, ledgers and reconciliations, and the software behind financial products.
- Financial models
.xlsx- Loan and policy files
.pdf- QuickBooks files
.qbo- Bank statements
.ofx
Software, gaming, simulation and robotics: codebases, game and simulation assets, and robot sensor logs.
- Rust code
.rs- COBOL code
.cbl- Unreal assets
.uasset- Robot logs
.bag
How it works
From a first call to a paid license. You do the beginning and the end. We do the rest.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
- Intro call
We learn what your firm does and what you've kept.
- Inventory
You list your systems. We turn it into a data card.
- Sample
Our CTO builds it with you from a few real projects. You keep it.
- Buyers
We take the package to the labs and bring offers back.
- License
Non-exclusive first, signed directly with the lab.
- Export
After signing, a third party strips every identity.
- Payout
Through escrow. Our fee comes out of the deal, never upfront.
Discovery to delivery
Start with a prepared dataset or scope a bespoke request with us. We source it, prepare it and deliver it, ready to train.
-
Step 1
Scope
Tell us what your model needs to learn.
Browse
Explore the datasets across our domains.
-
Step 2
Source
We procure the companies that match the request.
Sample
Review a sample and its data card.
-
Step 3
Sample
Review samples and pilot tasks.
License
License the dataset, ready for training.
-
Step 4
Deliver
Receive final datasets, ready for training.
Work with us
For Operators
Monetize your real-world data. We prepare it and license it for frontier model training.
For Labs
Licensed built-world and physical-world data from real companies, ready for frontier model training and evaluation.
Get in touch
For bespoke inquiries, reach out to contact@arloh.ai.