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Startups commercialising hard science - chemistry, materials, robotics and manufacturing - where the lab work is the hard part.

7 articles · Updated 22 October 2025
Companies we cover in Deep Tech
CompanyWhat it does
ReactWise ReactWise builds AI software that speeds up chemical process development for pharmaceutical and fine chemical companies. Its Bayesian optimization engine, MemoryBO, learns from past experiments and connects to lab robotics, cutting the number of experiments a team has to run to find optimal reaction conditions.
Zenode Zenode is an AI search engine for electronic components. Its large language model reads tens of millions of datasheets - the dense instruction manuals for every part - and makes them searchable in natural language, saving engineers hours of reading per component.

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