As the pace of digitalization gathers momentum, organizations are witnessing a dramatic increase in the number of digital identities. These identities interact with systems and applications relentlessly to perform day-to-day IT tasks. Nevertheless, maintaining the privacy of this data is a daunting task. Enterprise data is hosted in multi-tenant cloud, managed service providers and distributed data center environments. How an organization can maintain data privacy in this evolving IT access control use-cases depends on the level of preparedness to protect and monitor those digital identities. An identity and access management solution provides adequate safeguards to enforce IT practices necessary to maintain data privacy.