The real-world platform for materials discovery.
Atoms first, then bits.
We design new materials with physics-driven AI, and we make and measure every one of them in our lab.
LAB METRICS INDICATOR
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NEW MATERIALS EVERY DAY
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MATERIALS TO DATE
Made and measured in our lab. Not simulated.
WHY ATOMS
AI has read everything about materials. It's not enough.
The scientific literature is thin, biased toward success, silent on what failed. The answers that matter only come from making a material and measuring it.
So we built the place where that happens at scale. Every day our lab synthesizes and characterizes 100 new materials, the hits and the misses, building a dataset that exists nowhere else.
Anyone can rent GPUs. Nobody can download 33,600 measured materials.
WHO WE ARE
Materials physics and engineering first.
Others start from AI. We start from materials, then build the AI they need.
Our founders bring 20+ years of materials research from Ca' Foscari, Stockholm, Cambridge and Stanford: APS Fellows, an ERC grantee, a former university Rector. Our lab is run by a team with 15+ years of experience in making and measuring materials.
We know why some materials never made it to the factory floor. That's knowledge no model can scrape.
OUR APPROACH
Real-world data beats parameters.
We don't need a trillion-parameter model. We mapped the space of compound materials and found a fractal structure, now patented. The map tells our AI where to look, so a lean model trained on clean, real data beats brute-force compute.
THE LOOP
Compute. Create. Characterize. Repeat.
Prediction, synthesis and measurement in one loop, running every day. New materials in days, not years.
Our technologyWHERE WE START
Filling the magnet gap.
No commodity magnet sits between cheap ferrite and rare-earth neodymium. We're building it, without rare earths.
Also in development: rare-earth-free coatings and materials for beyond-EUV lithography.
