Modern applications rely heavily on cloud-based infrastructure, generating and processing large amounts of data in real-time to provide users with an understandable and interactive experience. To overcome the bottlenecks of existing technology, it's essential to build a database that can handle intense data requirements, which is measured by several dimensions including query latency, concurrency, query complexity, data size, and data ingest speed. The SingleStore Data Intensity Assessment Calculator provides a tool for organizations to assess their application's data intensity and determine the required data infrastructure to deliver on SLAs and user experience. By understanding these dimensions, businesses can identify their ideal database solution and improve their overall customer and partner interactions.