With all that’s happened in the past 2 years, it is often observed that there may be more risk in staying with the status quo than moving forward and trying something new. Today, agility, enabled by modern methodologies, such as DataOps and DevOps, and the use of new technologies, like AI and machine learning, is critical for addressing new challenges and flexibly pivoting to embrace new opportunities. As we get further into 2022, the annual Data Sourcebook issue puts the current data scene in perspective and looks under the covers of the key trends in data management and analytics. Download your copy today.