The rise of cloud computing has led to an increase in shadow data, posing new challenges for data security. To address this, data security posture management (DSPM) solutions have emerged, providing visibility and actionable insights to improve data security posture. The top 5 requirements for a DSPM solution include data discovery, classification, exposure and posture management, as well as the use of AI and machine learning.