Quality by Design (QbD) has most recently been adopted by the U.S. Food and Drug Administration (FDA) for how pharmaceutical drugs are discovered, developed, and commercially manufactured. Design of Experiments (DOE) during product development and Process Capability Analysis during bulk drug manufacturing has been recently mandated to the food, drug and cosmetics industry.