Buyers and intakes

Who buys simulation data for AI? The intakes we read

Updated

No page we read asks for CFD or FEA runs by name. What exists is a set of intakes that pay for company data, a few venues where holders list it, and sellers of 3D corpora built in house.

Ask about my simulation archive

Who pays the companies that hold the data

3 of the 8 organisations on the board pay or license the holders. Most name operating records, such as Nyne.ai's CRM, HR and ERP records or micro1's real-world business workflows, so a simulation archive would be a new kind of supply to them.

Source: Where simulation results can be offered for AI training

Defined.ai is the nearest fit: among the kinds it lists is scientific and technical content across science, technology, engineering and mathematics, and its partnership page names an assessment of your licensing rights among its checks.

Source: Defined.ai partnership page

Venues and in-house corpora

Datarade and Opendatabay run venues where a holder applies and lists data. CGAxis and the InfoBay listing on AWS Marketplace sell 3D collections they built themselves, which shows engineering geometry already trades.

Source: Where simulation results can be offered for AI training

Before contacting any of them, check the tools that hold your results at who owns CFD results.

Describe the simulation archive you hold

7 of the 8 simulation vendors we read leave the results with the customer, and 3 keep some aggregated use. Tell us which tools hold your runs and we will reply about yours.

The simulation work

What does most of the archive come from?

  • A person reads every simulation enquiry
  • No solver vendor on the board is shown what you send
  • No geometry, mesh or results file is asked for here

Sources

This site's own datasets, every figure quoted from its source and dated:

Find out what your solvers let you license

7 of the 8 simulation vendors we read leave the results with the customer, and 3 keep some aggregated use. Tell us which tools hold your runs and we will reply about yours.

Ask about my simulation archive