In this benchmark report, we review how digital transforming organizations develop and execute testing strategies that ensure the reliability and quality of applications, integrations, and other technology changes. We surveyed two hundred CIOs, CISOs, and IT leaders in development, quality assurance, operations from large enterprises on their testing strategies, practices, and challenges. Our key question is how digitally transforming organizations leverage test automation, machine learning, and artificial intelligence to increase test coverage and robustness across growing application portfolios.