Choosing the correct powder mixing machines is a very complex optimization problem that involves many variables, and hence, a structured and data-driven approach is required. Following this decision framework, various factors or parameters such as bulk density, particle size distribution, moisture sensitivity, required blend uniformity (RSD%), batch volume, and regulatory validation requirements are considered critical input parameters. For equipment selection to be finalized, these inputs need to be not only measured accurately but also evaluated correctly.