The report "451 Perspective: A HOAP-ful future for hybrid operational and analytical processing" by 451 Research highlights the growing importance of Hybrid Operational and Analytical Processing (HOAP), a new type of data processing that unifies transactions and analytics. SingleStore is positioned at the forefront of this emerging category, offering a unified database that supports both rowstore and columnstore tables, joins, and other operations. HOAP has several benefits, including reducing operational complexity, eliminating latencies, and enabling real-time decision-making. The report predicts significant growth in HOAP revenue, with SingleStore playing a key role in its adoption. Different cloud vendors also offer HOAP systems, but SingleStore's fully cloud-native software and Kubernetes Operator provide a consistent experience across hybrid IT systems.