Kalion Inc. (pronounced KAL-LEE-ON), along with 8 other companies, was selected by the U.S. Department of Energy to receive $5.7 million in funding with the Agile BioFoundry consortium (agilebiofoundry.org) to advance the fundamental understanding of industrial biotechnology. Kalion Inc. uses machine learning to accelerate the development of high-purity, low-cost glucaric acid. Glucaric acid and its related compounds enhance sustainability as well as improve the chemical properties of products and applications ranging from water treatment, polymers & textiles, coatings, detergents, and pharmaceuticals.