To meet the expectations of users who want real-time experiences, businesses need a powerful database architecture that can handle fluctuations in users, scalability and demand. This requires ultra-fast ingestion of data from diverse sources, high concurrency with low latency, and artificial intelligence (AI) and machine learning (ML) capabilities. A modern application needs to be able to continuously ingest data, handle thousands of users without latency issues, and incorporate AI and ML to deliver real-time analytics and predictive insights. By incorporating these features, businesses can ensure their applications stay competitive in today's fast-paced digital landscape.