OsventaIndustrial · 20–2,000 employees

Hardware engineering company: what your data is worth

Design, test and failure records train engineering agents that read and change CAD, firmware and test data, and make hard expert-level tests.

Get an estimateTypical range$45k–$1.3M
What labs license

The records that carry value

  • Mechanical and PCB CAD with revision history
  • Design reviews and change orders with the rationale
  • Validation reports with pass and fail results
  • Firmware code with pull requests, tickets and test-rig logs
  • BOM history with cost, sourcing and obsolescence decisions
  • Field returns linked to root cause and fix
  • Requirements traced to verification

What it takes to qualify

  • Export-control review, with controlled designs excluded
  • Rights to customer and partner designs, or those left out
  • Three or more years across several products
  • Native CAD and ECAD files with metadata

Preparation & compliance

  • Export classification and buyer screening
  • Supplier pricing and NDA-covered parts data removed
  • Pending patent details removed or timing confirmed
What determines the price

What moves the number

Raises the value

  • Design, test, failure and redesign loops
  • Requirements traceability
  • CAD, documents and test data together
  • Specialised domains such as medical devices, aerospace, robotics or power electronics
  • Long product lines with many revisions

Lowers it

  • Export-controlled designs, which usually rule a dataset out
  • Customer-owned designs from contract manufacturing
  • Exported PDFs or STEP files with no history
  • A single small project

Packaging can close the gap

Structure, linked outcomes and documentation are often what separates the low end of the range from the high end. If your data falls short on those, our optional packaging service can fix it before it reaches a buyer.

FreeEstimate in two minutes

Find out what your data is worth

Two minutes, no obligation, nothing leaves your systems.

Get an estimate

Enter your company website and we'll estimate what your data is worth to AI labs.