CleanSentinels · Fargo, North Dakota
CleanSentinels grew up. It is now Prism X.
What began in Fargo in 2025 as a question about the images we already collect became the hardware division of Prism Labs: robots, sensors and edge computers that work in the field alongside the people who run it. Thank you to everyone who backed CleanSentinels from the first day. This is where that work went.
The journey
From a Fargo idea to a division of Prism Labs.
- 2025CleanSentinels launches in Fargo. AI that helps people examine satellite, drone and ground imagery for signs of water pollution, forest loss and other environmental change.
- Spring 2026Finalist in Innovate ND for Spring 2026.
- 2026Integrated into Prism Labs. The work joined a bigger platform: one workspace where people, AI agents, data and machines work together.
- TodayIt became Prism X. Prism Labs' hardware division, starting with Prism Rover, a small robot for row crops and permanent crops, with an NVIDIA Jetson on board.
The bigger vision
Eyes in the field, and a team that can act on what they see.
CleanSentinels asked how more people could see what is happening on the land. Prism Labs answers the rest: the machines that gather the evidence, the public record under every field, and a workspace where people and AI agents turn it into decisions, with a person approving every one.
Where it started
The argument behind it.
“The planet has always been speaking to us. We are finally building the tools to listen.”
Aditya Goyal, From Blind Spots to Bright Spots: How AI Is Giving the Planet Eyes to See, Human Progress, May 2026. Also: From Waste to Wealth: The Alchemy of Innovation.