The future of data management is modernizing legacy systems using real-time data synchronization with modern databases that can accelerate innovation without impacting existing applications. Legacy systems face a challenge in creating new growth opportunities while keeping current production systems running, as batch processing is time-consuming and subject to costly failures. Change Data Capture (CDC) solutions and SingleStore help augment traditional enterprise data architectures, transforming them into modern powerhouses that enable real-time applications, machine learning, and artificial intelligence without disrupting existing operations. With CDC solutions such as Attunity Replicate, companies can migrate production databases and data warehouses with SingleStore, ensuring minimal downtime to system users and application services, and leveraging legacy investments to build real-time applications.