In order to compete, enterprises must deliver digital experiences that perform flawlessly in seconds and delight their customers. The challenge is that behind each digital app is massive complexity – hundreds of interwoven services, developed by a mix of proprietary and open source contributors, connecting mainframe and multi-cloud infrastructures with billions of end user devices. These digital demands are driving exponential growth of data and transaction volumes, making it increasingly difficult for IT operations to keep up. There is too much data, complexity, and change for a finite number of operators to keep up, even with the assistance of leading monitoring and diagnostic technologies.