Recursion
Recursion, a digital biology company industrializing drug discovery, has combined artificial intelligence with automation to create a robust image of cell function and conduct experimental biology at scale in order to test thousands of compounds on hundreds of cellular disease models in parallel.
The company’s platform conducts more than 800,000 controlled experiments and collects more than five million images weekly, contributing to the world’s largest image-based dataset designed for the development of machine learning algorithms in experimental biology and drug discovery. To date, it houses over four petabytes of data generated. This rich, translatable database enables advanced machine learning approaches to reveal drug candidates, mechanisms of action, novel chemistry, and potential toxicity, with the eventual goal of decoding biology and advancing new therapeutics that radically improve people’s lives.
And last year, Recursion was the first company to open a portion of its massive biological dataset for a machine learning competition, RxRx1, to inspire researchers to develop new algorithms that lead to improved drug discovery applications and insights.