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Teradata sells software and cloud services that help big companies store, organize, and analyze huge amounts of data.
Teradata is a data and analytics company. It sells software, cloud services, and hardware that let large organizations pull together massive amounts of information from all over their business and then ask questions of it. Its customers are mostly big companies — banks, retailers, telecoms, airlines, healthcare firms — that generate oceans of data and need fast, reliable answers. Teradata makes money mainly through subscriptions and cloud deals, plus ongoing support and services. Think of it as the heavyweight filing cabinet and research desk for corporate data: the place where a bank keeps every transaction and can instantly ask "who is likely to default?" or "which customers are about to leave?"
The business splits into two main pieces. The first is cloud and software: Teradata's flagship platform runs in the cloud (including on Amazon and Microsoft cloud infrastructure) and on customers' own machines, and it bundles in analytics tools and its Vantage platform, which lets companies run artificial intelligence and machine-learning work right on their data. The second is hardware and related support: purpose-built systems for customers who still want to run things in their own data centers, plus the maintenance contracts that keep everything humming. The cloud piece is the growth engine and the strategic focus; the hardware side is the older, steadier base. Teradata started decades ago as a spin-off from NCR and became famous for building giant "data warehouse" machines for the world's biggest companies. Like many legacy tech firms, it has been shifting from one-time hardware sales to recurring cloud subscriptions, and it has made acquisitions to bulk up its analytics and AI capabilities. It generates solid free cash flow, which it uses to reinvest in the cloud transition and to buy back its own stock. The big question hanging over it is simple: can it convince its loyal, old-school customers to move to its cloud fast enough to offset the slow decline of the traditional hardware business?
Saved answer · last researched 19 Oct 2026
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