For UK engineering firms

Monetise your engineering firm's know-how as AI training data

ID43 Labs captures the reasoning behind your engineers' work, structures and anonymises it, and licenses datasets to AI labs. Your firm shares the revenue and gets the structured knowledge back for its own use.

What is valuable

The engineering knowledge AI labs need

Design reviews

How experienced engineers check a design, what they question and why.

Calculations and checks

The working behind calculations, and the judgement used to sense-check results.

Project archives

Approved reports, project files and records that currently sit unused.

How it works

How the process works

01

Introductory call

We understand your work and what knowledge and archives exist.

02

Scoping and agreement

Scope, exclusions, handling standards, ownership and revenue share are agreed in writing before work starts.

03

Capture and structuring

Light-touch sessions with your engineers, plus processing of approved documents. We clean, anonymise and structure the material.

04

Review, licensing and revenue

You approve before anything is licensed. You receive your structured data and your agreed share of licensing revenue.

Confidentiality

Confidentiality and anonymisation

  • Client and personal data is removed or anonymised before any dataset leaves.

  • Nothing is licensed without your sign-off.

  • You can exclude any client, project or topic.

  • Confidentiality agreements as standard. Data is handled in line with UK GDPR.

FAQs

Frequently asked questions

Explore a partnership

Start with a no-obligation call. We'll talk through your firm, what knowledge and archives you hold, and whether a partnership makes sense.

Read our guide: How UK engineering firms can monetise their knowledge as AI training data