Data ownership, security and utilization is of a big concern to individuals and end users. Many legislative actions have been put in place to address this issue but done so inconsistently. Data center modernization and scalability should be in line with client data Protection as a top priority. This will be evident in design, governance, maintenance, resilience and availability of the given data center. The nature of digital transformation and data center modernization will require a shift in skill-set utmost required for innovation and growth. Proper Data Structure, limitation of human error with automation along with the ethical responsibility of the organizations in leveraging technologies such as AI & ML will result in the financial growth of the said organization although the initial cost of operations might increase.