Sigmatic Scout is an AI-powered research orchestration platform that automates the hypothesis generation and testing process. It integrates seamlessly with existing lab ecosystems (ELN, LIMS, data lake) to connect tools and data, enabling scientists to focus on strategic decision-making. Scout generates testable hypotheses, selects and sequences the necessary tools, and returns evidence – not summaries – accelerating the pace of discovery. It’s built on the SigmaticOS orchestration layer and continuously learns from experimental results, refining its performance over time.