dunia's ai-driven approach combines ai chemical design, robotic lab execution and an iterative, active learning process into a single platform, with the aim to accelerate electrochemical catalyst discovery - a process necessary to generate new chemical processes that are crucial for the world’s energy transition towards renewable processes. their closed-loop ai-driven lab automation platform autonomously handles molecule screening, selection, testing, and analysis for consistent material production, outperforming human researchers in both speed and performance.