Data domains

Every field where experts leave a record.

Three domains are in our catalogue today. The others we source to order through our network of professional data owners. Volumes, formats and file lists are shared with qualified buyers under NDA.

01In catalogue

Mechanical CAD and manufacturing

Native parts and assemblies, CAM operations, production drawings and design packages.

NX · SolidWorks · STEP · DWG · PDF
02In catalogue

Architecture, engineering and construction

Full project records: architecture, structure with calculations, MEP, native Revit BIM models and paired 3D models.

Revit · DWG · DWG 3D · PDF · Calculations
03In catalogue

Medical imaging

De-identified imaging from hospitals and imaging centres, shared under NDA.

Formats agreed per project
04Sourced on request

Clinical text and radiology reports

Reports and clinical notes linked to imaging, de-identified at source.

Text · Structured fields
05Sourced on request

Electrical and electronics design

Schematics, single-line diagrams, panel layouts and PCB designs.

DWG · PDF · EDA formats
06Sourced on request

Industrial plant and process

P&IDs, piping isometrics, equipment datasheets and plant models.

DWG · PDF · Plant 3D
07Sourced on request

Civil infrastructure

Roads, bridges, water and utility networks: drawings, reports and models.

DWG · PDF · IFC
08Sourced on request

Survey, scans and point clouds

Laser scans, point clouds and as-built models of real buildings and sites.

E57 · LAS · RCP · IFC
09Sourced on request

Expert workflow pairs

Before and after pairs with the instruction that links them: edits, reviews, corrections.

Native + neutral formats
10Sourced on request

Technical documentation

Specifications, manuals, standards-based reports and bills of materials.

PDF · DOCX · XLSX
11Sourced on request

Robotics and physical AI

Recordings of skilled physical work in real workshops and sites.

Video · Sensor logs
12Sourced on request

Your domain

Need professional data we do not list? We source it to your specification.

Scope agreed up front