Analytical applications are essential tools for businesses to leverage data, gain insights, and make informed decisions in real-time. These applications deliver comprehensive and concise insights that empower business leaders to innovate, streamline operations, and accelerate company growth. By processing vast amounts of raw data, analytical tools produce reports and data visualization that provide intelligence, guiding executives and other company leaders in making strategic decisions. Businesses use these applications across various industries, including energy & utility, financial services, transportation, digital advertisement, media & entertainment, agriculture, education, healthcare, and business, to improve performance, meet customer demands, reduce waste, increase yield, boost profits, personalize the customer experience, streamline operations, mitigate risks, and make data-driven decisions. Analytical applications provide a logical and contextual view of the data generated by businesses, offering actionable insights, competitive advantage, and easy-to-understand visualizations and reports from a user-friendly dashboard. The application of analytics in business involves considering unique needs, industry-specific requirements, and determining the ability to gather, analyze, process, and visualize data effectively. SingleStoreDB is designed for real-time analytical applications, mitigating performance bottlenecks and unnecessary data movement, and providing a unified transactional and analytical workload architecture.