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Osium AI, based in Paris, aims to revolutionize the materials discovery process through artificial intelligence. Their SaaS solution targets businesses, using advanced algorithms to accelerate the identification and development of new materials. This contrasts with traditional, labor-intensive research methods, which are often slow and costly. With backing from Kima Ventures, Collaborative Fund, and Y Combinator, Osium AI's approach can lead to faster innovation and reduced research expenses, making it an attractive option for companies in the competitive hardware sector.