Identify
We map suitable tasks and approved environments within your business, alongside the participation required for a programme.
General Intelligence Data
Your workforce is creating something AI needs.
General Intelligence Data partners with businesses whose people already work in real-world environments to create high-quality training data for robotics and embodied AI.
Your people keep doing real work. We turn approved operations into high-quality AI training data.
Approved work, structured for AI
The physical-world data network for AI.
Operating businesses × Robotics programmesA merchandiser stocks shelves. A cleaner services a building. A technician inspects equipment. With the right collection programme, that work can become training data for physical AI.
01 — Why now
AI needs the physical world.
The next generation of AI systems needs more than internet data.
Robots need to learn how people actually stock shelves, clean buildings, pick and pack products, inspect equipment, maintain facilities and handle objects in complex real-world environments.
Those demonstrations are difficult to manufacture artificially. In the right agreed programme, your business already produces them every day.
Real physical workStructured training data
01Stocking
motion
02Cleaning
sequence
03Picking
context
04Inspecting
judgement
05Handling
control
Purpose-built collection programmes designed around real operating environments.
02 — The data programme
A new revenue stream from existing operations.
Built around selected participation and approved environments, so collection is designed around your operating reality.
Capture
Participating workers use simple cameras or specialist equipment during agreed activities in approved environments.
Quality control
Technology and defined collection standards help recordings meet AI and robotics programme requirements.
Earn
Approved datasets are supplied into AI training programmes and operating partners participate in the economics.
03 — In practice
What changes for your business?
Normal work continues
Data is collected during agreed existing workflows rather than replacing your core operations.
Participation is controlled
Workers, locations and tasks are approved before a programme begins.
We handle the technical layer
We work with you on collection specifications, equipment requirements and quality standards.
New revenue stream
Operating partners participate in the economics of approved physical-world data programmes.
04 — Founding network
We're building the founding network.
We're selecting an initial group of UK and European operating businesses to help build the physical-world data infrastructure required by robotics and embodied AI.
Become a Founding Data Partner01
Retail merchandising
02
Commercial cleaning
03
Warehousing & logistics
04
Facilities management
05
Field services
06
Industrial operations
07
Inspection & maintenance
You don't need an AI team. We work with you to identify suitable approved tasks and environments, design an agreed collection programme and manage the technical requirements.
05 — The bigger idea
Make the physical world programmable.
AI models learned from the internet because digital information was abundant and accessible. Physical intelligence requires something different: millions of high-quality demonstrations of how work actually happens in the real world.
General Intelligence Data is building the infrastructure that connects those AI systems with the businesses, people and environments capable of producing that experience.
- 01AI / robotics requirement↓
- 02Collection programme↓
- 03Real operating environments↓
- 04Quality-controlled physical-world data↓
- 05Model training
Founding data partners
Turn your operations into AI infrastructure.
We are selecting an initial group of operating businesses for our first physical-world data programmes.
For operating businessesUK & EuropeConsent-led programmes
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