Permissioned access to real operating environments for physical AI.
FieldRights provides permissioned access to real operating environments where robotics labs and data companies can generate and own proprietary human-task data.
What we do
FieldRights structures owner-approved access to closed operating environments. Buyers bring or specify the capture method, generate the data and retain ownership. Operators provide controlled site cooperation. FieldRights structures, protects and coordinates the access.
Operating environments
We provide permissioned access to task-rich environments across Central and Eastern Europe: labour-intensive manufacturing, processing, logistics, real estate operations and industrial workflows where human work is dexterous, repetitive and difficult to simulate.
- Food & confectionery processing
- Industrial manufacturing
- Logistics & handling
- Packaging & fulfilment
- Real estate operations
- Inspection & quality control
The data gap
Physical AI needs real-world task data.
~300,000 hours of global robot manipulation data exist, against ~1 billion hours of internet video and ~300 trillion text tokens.
Source: Bessemer Venture Partners, April 2026
Data must be generated environment by environment
Robot data cannot simply be scraped. It has to be captured through real tasks in real places.
Source: Bessemer Venture Partners
The bottleneck is access to real operations.
Leading labs need 100 million to 1 billion hours of egocentric pre-training data in the next 2–3 years.
Source: Stellaris
Control the environment, control the corpus.
NVIDIA EgoScale (February 2026): robot policy performance scales predictably with egocentric pre-training data — the first proof robotics follows LLM-style scaling laws.
Source: NVIDIA / Bessemer Venture Partners
Diverse, real, consented human-task data is the input that capital and compute cannot manufacture.
Team
Philipp brings over 15 years of experience advising on and executing investments in real assets and operating businesses. He built and managed a sizable portfolio with principal capital and maintains a trusted network across private capital, operators and industrial owners in Europe and the Middle East.
Start a conversation
For robotics labs, data companies, operators and investors, we would value a conversation.