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Autonomous labs that verify a new alloy in 18 minutes.

A network of labs where each lab generates data, prototypes and commercial products. Dynamic Labs makes and tests every alloy Atomic AI proposes, then prototypes, qualifies and produces the ones that work.

Watch the lab · steps 01–04
01 · <60 SEC

Batching

Master-alloy pucks, degassed and cleaned in the pot. Speed and dwell time set the alloy percentage.

02 · 30 SEC

Dosing

Pucks mixed into pure liquid metal, 10–15 seconds per puck.

03 · 30 SEC

Homogenization

Secondary mixing, then reheating to the test temperature.

04 · <60 SEC

Sampling

Automated sampling, ready for property testing.

<3 min per data point200,000 data points a yearThen: results flow into Atomic AI, and winners move onto 2,500 t and 3,500 t machines.
Weeks become minutes

Data at a fraction of the cost.

A traditional data point takes 1.6 weeks and $110,800. Ours takes under 3 minutes and $41.67. A new alloy takes us under 18 minutes and $249 to test the top three candidates, against 3 years and $2.2M.

Robot arm extracting a casting from a high-pressure die-casting cellProduction scale
Qualified where parts are made

From first sample to first part, under one roof.

Our Ohio lab sits inside a production die-casting plant. New alloys go from lab samples to production-scale trials and prototype parts for automakers without changing buildings.

2,500 t and 3,500 t cold-chamber die casting
Network of labs

A growing US network.

We are building a network of autonomous labs that share one rapid verification core and one set of models, each working on different metals and applications. Each lab generates data, prototypes and, in time, commercial products.

01 · OHIOLIVE 02 · SAN FRANCISCOBEING SET UP 03 · FREMONTPLANNED
01Oh
Live

Lab for Transportation

Bellevue, Ohio · inside a production die-casting plant

Where Atomic AI was built and where new alloys are proven at scale. The alloying bot and rapid sampling line are running, and our physics-informed models were trained here on 50,000+ real production data points.

Metals
Aluminum (including scrap-based giga-casting alloys), magnesium, zinc and copper
Next
Development, qualification in our AI foundry, then prototype parts for OEMs

AI FOUNDRY · AI CASTING · AI VISION

02Sf
Being set up

Labs for Future Materials

San Francisco Bay Area

Fundamental research on the next generation of alloys. It makes new materials and measures them, delivering material and property data rather than parts.

Focus
High-entropy alloys for defense, shape-memory alloys, bioabsorbable Mg–Ca medical alloys, and metal powders for 3D printing
Kit
Arc and vacuum induction melting, gas atomization, laser powder-bed fusion, HIP, DSC/STA, XRD and SEM

AI SYNTHESIS · MATERIALS GENE LAB (XRD + DSC) · 3D PRINTING

03Gp
Planned

Labs for GPU Superconductive Materials

Fremont, California

Thermal materials for 3 kW GPU packages, where the interfaces and the spreader become the limit. Sold as a matched pair. Small samples are made here; Ohio handles large samples and scale-up.

Products
TIM1 thermal interface materials and MMC heat spreaders
Targets
TIM impedance ≤ 0.05 °C·cm²/W after cycling; spreader conductivity ≥ 600 W/m·K

TIM · MMC SPREADERS

Start a program

Bring us a spec.
We’ll bring you a part.

Tell us the part, the load case and the process. We’ll tell you how fast we can get there.