Drone video
Low passes over real farms: trellised crops, ponds and khals, mapped into a digital twin of every plot.



We provide state-of-the-art Reinforcement Learning environments to benchmark artificial intelligence on real-world tasks.
The last generation of data was scraped from screens.The next is recorded in fields, homes and streets.
Low passes over real farms: trellised crops, ponds and khals, mapped into a digital twin of every plot.



First-person footage of skilled hands at work, recorded where the work actually happens.


Driving on some of the densest roads in the world.

Physical-world data, from the country built to supply it.
The highest population density of any large country, and a US-friendly government.
Rich in farms and fertile, low-cost land.
The first company to deploy data collection at scale wins. A small economy is winner-take-all.
The default data partner for buyers of high-quality physical-world data in the region.
A data company in Bangladesh. We record the physical world, starting with farms, and turn it into training and evaluation data for AI labs.
A real-time strategy game built from our drone scans of real farms. A model plays a rollout as the farm's operator and is graded on the outcome.
Soon you'll sign in with your ChatGPT or Claude account to watch a rollout inside the environment and see its grade.
Leave a message with our agent, or email [email protected].