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Materials are the hardware of civilization. Every technological breakthrough – from abundant energy to faster chips – depends on new materials that we cannot discover fast enough. AI is the accelerator, but it has hit a data wall with materials. Models are starving for physical world data. At Mattiq, we built and now scale the data engine generating experimental datasets at previously inaccessible scale, scope, and fidelity – linking composition, structure, and performance with full synthesis provenance. This is the data AI models need to learn the underlying chemistry and physics – and design materials that can actually be deployed. What once took decades and relied on serendipity now takes weeks and is inevitable.

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Andrey Ivankin is the CTO and Co-Founder of Mattiq.

8 people are employed at Mattiq.

Mattiq is based in Chicago, Illinois.

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