From the grid to the materials behind it.
Our founders have built and run production AI systems at large enterprises. We're bringing that experience to the physical world: how electricity is made, moved, and used, and the materials and supply chains it depends on. This work is early and exploratory, and we're looking for partners to shape it with.
Where we're exploring
Keeping supply and demand in step.
Agents that help operators forecast load, plan maintenance, and respond to changes on the network, with engineers holding the final say on anything that affects supply.
Seeing shortages before they bite.
Tracking the critical materials energy depends on, from sourcing and lead times to substitutes, so procurement teams can act early rather than react late.
Using less, knowing more.
Helping energy-intensive operations, from data centers to manufacturing, understand where their power goes and what they can change without slowing down.
Shortening the path to a better material.
Using AI to screen, compare, and document candidate materials for conduction, storage, and durability, so researchers spend their lab time on the most promising options.
Working on any of this?
If you run, supply, or research power infrastructure and want to explore what agents could do for you, we'd like to hear from you.
Talk to us about it →