To become a responsive data-driven business, organizations must address current data latency challenges that can hinder contextual user experiences, revenue identification, and expenditure prevention. These challenges encompass slow data loading, lengthy query execution, and low concurrency issues. A real-time data warehouse solution, such as SingleStore on Cisco UCS Integrated Infrastructure for Big Data and Analytics, provides a scalable platform to deliver fast, accurate, secure, and always available data. This enables high-performance applications to require fast, accurate, secure, and always available data, scaling linearly to millions of events per second while analyzing petabytes of data for insights.