Every day, industry leaders are competing with digital upstarts that develop their business exclusively in the cloud. To fight this battle, companies are digitizing every area of their operations, looking for agility and insights from data and analytics. This transformational effort includes migrating workloads to AWS and other cloud infrastructures that may not have been historically deployed as cloud-ready applications.