Data Management Systems: Transactional to Analytical Architectures

Data is no longer treated as a byproduct of business operations and has become one of the most valuable organizational assets. Every interaction on a banking application, e-commerce platform, hospital system, logistics network or social media service generates data continuously. As organizations increasingly adopt digital workflows, cloud platforms, machine learning systems and real-time applications, the amount of data being generated has grown exponentially. This rapid expansion introduces sig