Customers demand a seamless, personalized brand experience across all channels. They expect effortless interactions and tailored engagement. Organizations must deeply understand their customers and deliver agile, data-driven experiences to meet these rising expectations. This relies on a solid customer data repository. However, many organizations face challenges with outdated architectures that hinder innovation and the adoption of new capabilities.