The Python API addresses customer requirements to use the tools in a larger ecosystem environment and control Keysight EDA software programmatically. It includes documentation and examples on how to tackle common automation challenges making Keysight tools a component of larger enterprise workflows. Using the Python API for EDA workflows, engineers can streamline processes to reduce repetitive, tedious work and avoid mistakes due to human error. An example use-case is the repeated electromagnetic (EM) extraction of a printed circuit board or package for high-speed digital signals, performing channel simulation on the resulting EM model, and invoking digital standard compliance tests, in one automated process.