What if AI could sense the world?
We're exploring how artificial intelligence can access and understand physical environments through sensors and real-world data.

The Discovery Problem
AI excels at processing unstructured data, but how does an AI system find the right sensors? With billions of sensors across networks, locations, and protocols, discovery itself is the challenge.
The Access Challenge
Even when sensors exist, AI systems need a way to request access, handle permissions, and connect across different networks. The problem isn't processing data—it's getting to it.
The Privacy Question
Physical sensors capture sensitive, personal data. How can AI systems access what they need while maintaining privacy and user control? This requires new approaches to permission and data sovereignty.
Exploring the future of Physical AI
We're investigating how AI systems can better interact with the physical world. Interested in the problem? Let's talk.