
Key points
- Robotics and physical AI firms have raised approximately $48 billion year-to-date according to PitchBook data.
- Companies are installing cameras in homes, offices and factories to capture human task completion for training.
- This data collection strategy addresses a critical gap in available training material for robotics development.
Robotics and physical artificial intelligence companies have raised approximately $48 billion year-to-date. This substantial capital influx coincides with aggressive data collection efforts involving human activity in private and commercial spaces.
What happened
PitchBook data indicates that robotics and physical AI firms have raised approximately $48 billion year-to-date. According to a report by Rafe Rosner-Uddin in the Financial Times, these companies are actively gathering training data from people completing tasks.
The data collection occurs in factories, offices and homes. Physical AI developers are installing cameras in these environments to capture human behaviour. This approach aims to fill a specific gap in the training material required for advanced robotics development.
Why it matters
The installation of cameras in homes and offices raises significant privacy concerns for individuals and organisations. Security operations teams must consider the implications of external entities capturing detailed operational data within their premises.
Organisations face potential risks if their internal processes are recorded without explicit consent or robust governance. The scale of investment suggests this data collection method will become more widespread. Business leaders need to assess how their physical security policies align with these emerging industry practices.
What happens next
- Review current policies regarding external data collection devices on company premises.
- Assess whether existing contracts with robotics vendors include clauses about data ownership and usage.
- Monitor regulatory developments concerning the use of biometric or behavioural data in AI training.
- Conduct internal audits to identify any unauthorised recording devices in operational areas.
What to do and how to stay safe: PitchBook
- Audit physical spaces for unauthorised recording devices or sensors installed by third-party vendors.
- Review vendor contracts to ensure clear terms regarding data ownership, retention and deletion rights.
- Implement strict access controls for areas where sensitive operational tasks are performed.
- Educate staff on recognising and reporting unauthorised surveillance equipment in work environments.
Step-by-step guide: Shadow AI usage: how to control unmanaged model access in your firm
General security guidance from the AppSec Scoop newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
How much funding have robotics firms raised this year?
Robotics and physical AI firms have raised approximately $48 billion year-to-date according to PitchBook data.
Where are these companies collecting training data?
Companies are gathering training data from people completing tasks in factories, offices and homes.
Why are robotics companies installing cameras in these locations?
Physical AI developers are installing cameras to fill a gap in the training material required for robotics development.



