Process variables that affect critical quality attributes and product yield are well-defined, measured, and understood. A design of experiment (DoE) approach and process analytical technology (PAT) is often used to aid in accomplishing these goals. DoE helps to screen and identify optimal values within the reaction space while PAT provides a means to continuously monitoring across the entirety of the chemical development process.