The US FDA’s quality by design (QbD) initiative and associated ICH Q8, Q9, and Q10 guidance documents are increasingly embraced by the biopharmaceutical manufacturing industry for ensuring consistent product quality and lower costs of development and manufacturing. One critical problem the industry faces involves understanding how to implement QbD and determine the benefit of such projects — which require the work of many groups across quality, manufacturing sciences, and engineering departments. Here we present the results from a survey of…