Although the biopharmaceutical industry has enjoyed explosive growth over the past three decades, it still faces an assortment of challenges. Those include growing portfolio complexities, increased demand volatility, stringent regulatory requirements, increased pricing pressures, and growing technological complexities, all leading to severe pressure on profit margins. To overcome such pressures, biopharmaceutical operations need to become more reliable and agile, and they must realize efficiency gains in both manufacturing and supply chains. Digital transformation offers strong value opportunities, including a potential…