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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.

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Thesis

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
ArchitectureEngineeringConstructionIndustrial

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
ManufacturingAutomationFabricationLogistics

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
IT servicesLogisticsProfessionalservicesHospitality

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
Valuation advisoryTransaction advisoryAccountingFintech

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
SoftwareGamingSimulationRobotics

Featured datasets

Browse datasets with decades of real work processes, licensed through Arloh.

See full catalog

Operator-first approachHow it works

We partner with you end-to-end to prepare your data, take it to buyers and license it for frontier model training.

  1. 1Intro call

    Tell us about your company and the data.

  2. 2Inventory

    List your systems to create a data card.

  3. 3Sample

    We help you prepare samples from your work.

  4. 4Buyers

    We take your dataset to buyers and bring back offers.

  5. 5License

    License your data directly to the buyer, non-exclusively.

  6. 6Export

    We help prepare your data for delivery.

  7. 7Payout

    Receive your licensing payment.

Intro callInventorySampleBuyersLicenseExportPayout
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White-glove for data buyers

Start with a prepared dataset or scope a bespoke request with us. We source it, prepare it and deliver it, ready to train.

Engagement type
  1. Step 1

    Scope

    Tell us what your model needs to learn.

    Browse

    Explore the datasets across our domains.

  2. Step 2

    Source

    We procure the companies that match the request.

    Sample

    Review a sample and its data card.

  3. Step 3

    Sample

    Review samples and pilot tasks.

    License

    License the dataset, ready for training.

  4. Step 4

    Deliver

    Receive final datasets, ready for training.

License a dataset Request a sample

Work with us

For Operators

Monetize your real-world data. We prepare it and license it for frontier model training.

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For Data Buyers

Licensed built-world and physical-world data from real companies, ready for frontier model training and evaluation.

Scope an engagement Request a sample

Get in touch

For bespoke inquiries, reach out to contact@arloh.ai.

Get an estimate Request a sample