About Zamin
01Vision
Every consequential decision about the physical world should be tested in simulation first. Zamin is building the engine to do it.
Cars are crashed thousands of times in software before one is built. Aircraft fly thousands of hours in simulation before they leave the ground. But decisions about the Earth itself are still made by looking backward.
02Engine
Planetary intelligence: a physics-based world model that simulates Earth’s atmosphere, ocean, land and geosphere as a single system.
Most risk models extrapolate from historical data. Lorenz, our physics-based world model currently in development, simulates the physics directly, coupling traditional numerical methods with deep learning in a fully differentiable architecture. Its output is a probability distribution that includes extremes beyond the historical record. One model, designed to serve every natural peril and every region without being rebuilt.
The Lorenz attractor · 1963
03Application
Trillions of dollars sit exposed to the elements, priced on a few decades of history.
We are building first for teams that structure catastrophe bonds and other insurance-linked securities, where getting the worst storms wrong is expensive. The same model then extends to other perils, and to any institution allocating capital against physical risk.