Teradata Corporation provides cloud-based and on-premises data analytics and autonomous AI software platforms to large enterprises in financial services, healthcare, manufacturing, government, and other data-intensive sectors globally. The company generates revenue primarily through subscription software licenses and services with varying contract terms, along with consulting and implementation services; the business has transitioned substantially away from perpetual licensing toward recurring subscription models. Teradata competes in the intensely competitive data analytics and cloud infrastructure market by offering hybrid deployment options and positioning its platform for autonomous AI workloads, though it faces headwinds from long sales cycles, customer migration toward cloud-only solutions, and pricing pressure.