PNNL Uses AI and Robotics to Speed Up Biomanufacturing

Scientists at Pacific Northwest National Laboratory (PNNL) have integrated high-throughput robotics with an artificial intelligence platform named BacterAI ^[1]. This system optimizes microorganisms used in biomanufacturing to create clean energy solutions ^[1]. The technology identifies ideal growth conditions for bacteria much faster than traditional laboratory methods ^[1][2]. This new approach allows researchers to compress years of experimentation into just a few days ^[1]. By accelerating the development of microorganisms, the team aims to produce high-value fuels and sustainable chemicals more efficiently ^[1][2]. These advancements support global goals for renewable energy and industrial sustainability ^[2].