TERADATA CORP /DE/TDC

Platform architected for autonomous AI operations as enterprises evaluate cost-effective agentic AI deployment.

“At Teradata Corporation ("we," "us," "Teradata," or the "Company"), we are focused on helping organizations activate the intelligence in their enterprise and turn the insights from across their organization into outcomes. We believe that we have architected our platform for autonomous AI operations and organizations’ toughest data and analytics challenges, particularly as enterprises are evaluating how to cost effectively deploy agentic AI. We’ve also seen an emergence of hybrid environments that reflected a growing understanding of how enterprises can best leverage both on-premises and cloud deployment options to meet their diverse organizational needs.”

Teradata platform helps enterprises deploy agentic AI.

“Platform, bringing a powerful set of capabilities to help enterprises deploy agentic AI. With our”

Teradata offers Autonomous Knowledge Platform for AI agents in production.

“Teradata empowers enterprises to turn intelligence into autonomous action, grounding AI agents in deep business context and trusted data. As AI agents multiply, Teradata is the context foundation, governance layer, and performance backbone that companies need now. The Teradata Autonomous Knowledge Platform puts AI into production across cloud, on-premises, and hybrid environments. See how at Teradata.com”

Teradata provides context, governance and performance backbone for enterprise AI agents.

“Teradata empowers enterprises to turn intelligence into autonomous action, grounding AI agents in deep business context and trusted data. As AI agents multiply, Teradata is the context foundation, governance layer, and performance backbone that companies need now. The Teradata Autonomous Knowledge Platform puts AI into production across cloud, on-premises, and hybrid environments.”

Teradata states its platform is architected for autonomous AI operations as enterprises evaluate cost-effective agentic AI deployment.

“At Teradata Corporation ("we," "us," "Teradata," or the "Company"), we are focused on helping organizations activate the intelligence in their enterprise and turn the insights from across their organization into outcomes. We believe that we have architected our platform for autonomous AI operations and organizations’ toughest data and analytics challenges, particularly as enterprises are evaluating how to cost effectively deploy agentic AI. We’ve also seen an emergence of hybrid environments that reflected a growing understanding of how enterprises can best leverage both on-premises and cloud deployment options to meet their diverse organizational needs.”

Teradata states its autonomous AI and knowledge capabilities position it to enable organizations to deploy agentic AI.

““Teradata delivered a strong first quarter, outperforming on key growth and performance metrics as we enter 2026. Enterprises are discovering that winning with AI requires context, governed data, codified industry knowledge, and a hybrid infrastructure that meets them wherever they operate," said Steve McMillan, President and CEO of Teradata. "Our autonomous AI and knowledge capabilities are the proven foundation for this AI era, and with significant innovations ahead, we are well positioned to enable the world's leading organizations to rapidly deploy agentic AI. Our trajectory is clear, and we believe that the opportunity to create meaningful, lasting value for our shareholders is significant.””

Teradata offers its Autonomous AI and Knowledge platform as foundation for AI agents across environments.

“Teradata empowers enterprises to turn intelligence into autonomous action, grounding AI agents in deep business context and trusted data. As AI agents multiply, Teradata is the context foundation, governance layer, and performance backbone that companies need now. The Teradata Autonomous AI and Knowledge platform puts AI into production across cloud, on-premises, and hybrid environments. Learn more at Teradata.com”

Teradata positions its platform to provide intelligence for agentic AI at enterprise scale.

“Overview . At Teradata Corporation ("we," "us," "Teradata," or the "Company"), we are focused on helping organizations activate the intelligence in their enterprise and turn the insights from across their organization into outcomes. In the agentic future, AI agents have enterprise context, can act on it in milliseconds and address continuous decisions at enterprise scale. This new landscape demands a new system of intelligence, and we believe Teradata is uniquely suited to provide this with our autonomous AI and knowledge platform as well as our data and analytics capabilities.”

Teradata's platform supports cost-effective deployment of agentic AI in hybrid cloud and on-premises environments.

“We believe that we have architected our platform for autonomous AI operations and organizations’ toughest data and analytics challenges, particularly as enterprises are evaluating how to cost effectively deploy agentic AI. We also saw a resurgence of hybrid environments that reflected a growing understanding of how enterprises can best leverage both on-premises and cloud deployment options to meet their diverse business needs. Our platform is designed for data and analytics that can give customers the opportunity to run agentic AI at scale wherever that data resides in their business – whether public cloud, on-premises, private cloud, or a combination.”

Teradata's platform and tools like MCP Server and AI Agents are designed for autonomous reasoning and agentic AI workloads.

“We believe our technology strengths are the foundation for agentic AI at scale . Our platform is designed for enterprise-grade workloads. It is built on a massively parallel architecture, with patented workload management, query optimization, and predictable costs that are designed to deliver the most complex workloads. The industry data models available on our platform are built on decades of experience working with global organizations that are large-scale users of data, and can enable our customers to bring deep context to the language models they choose to use. Our platform includes a semantic layer intended to bridge AI and data, giving AI agents the context they need to reason and act. We believe that our platform provides the best price performance, whether deployed on-premises or in the cloud, or a hybrid combination. Our MCP Server, AI Agents, and always-on compute are designed to deliver the reliability and agility needed for autonomous reasoning, planning, and action. Our Autonomous Customer Intelligence empowers organizations to turn raw data and customer signals into context-aware, real-time engagement.”

Teradata offers AgentBuilder to design, deploy, and manage autonomous agents and integrates with third-party LLMs and AI agents.

“Open, connected, and future-ready. Teradata’s partner ecosystem collaborates across cloud, AI, infrastructure, and application partners, providing choice and interoperability for organizations to innovate and deliver outcomes. Our patented QueryGrid data analytics fabric provides seamless, high-performing data access, processing, and movement across multiple data sources, as well as data and workload migration tools and services. Teradata ClearScape Analytics is designed to integrate seamlessly with third-party LLMs and AI agents, leveraging Teradata’s Enterprise Vector Store and Enterprise Feature Store, to orchestrate multi-agent systems. We also provide Teradata AgentBuilder, which is designed to allow customers to rapidly design, deploy, and manage autonomous agents. We also believe that we offer a competitive and compelling total cost of ownership by building out best-in-class capabilities that are designed to provide an easy experience for ingestion, exploration, development, consumption, and operationalization of data analytics and AI/ML.”

Teradata's AI Services help enterprises productionize and scale AI agents with embedded expertise.

“Expertise, innovation, and industry leadership. Teradata brings more than four decades of domain expertise and proven industry knowledge models to support our customers. With our AI Services, enterprises can rapidly productionize AI workloads—reducing time to market, accelerating deployment cycles, and unlocking business value faster. This integrated services offering combines embedded experts with proven methodology and our AI and knowledge platform to guide organizations in developing and scaling AI agents across their business.”

Teradata offers AgentBuilder with capabilities to deploy AI agents.

“• Teradata AgentBuilder with capabilities designed to deploy AI agents, and”

Teradata highlights its Autonomous AI and Knowledge platform and agentic AI future.

“"Teradata's Autonomous AI and Knowledge platform is soundly resonating with customers; they recognize that the strengths we have built over decades are ideal for today’s market needs. Our differentiated performance, scale, and hybrid capabilities, supported by our AI services, are proving to be a valuable combination. We have confidence in our agentic AI-fueled future.””

Teradata is focused on delivering new AI capabilities including generative and agentic AI.

“We are continuing to execute on our priorities, including supporting our customers, whether leveraging Teradata in a hybrid environment, in the cloud or on-premises, migrating customers to the cloud, helping them expand their Teradata environment or upgrade to the latest version of our platform, as well as adding new customers. We are also focused on accelerating innovation with our hybrid platform and ClearScape Analytics capabilities, delivering new AI capabilities to enable customers to take advantage of generative and agentic AI, and driving operational excellence and agility across the Company.”

Teradata knowledge platform is ideal for agentic AI workloads.

““Q3 marked another quarter of solid execution as we beat our revenue and recurring revenue guidance ranges, as well as delivered non-GAAP earnings per share and free cash flow ahead of expectations. We are affirming our outlook for 2025,” said Steve McMillan, president and CEO, Teradata. “The Teradata knowledge platform is ideal for today’s agentic AI workloads with always-on, massive, and complex query volumes that require performance and context for trusted results. This is Teradata’s sweet spot, and our customers know they can rely on Teradata to run those workloads where they choose - the cloud or on-prem, or both.””

Teradata is delivering new AI capabilities to enable customers to use generative and agentic AI.

“We are continuing to execute on our priorities, including supporting our customers, whether leveraging Teradata in a hybrid environment, in the cloud or on-premises, migrating customers to the cloud, helping them expand their Teradata environment or upgrade to the latest version of our platform, as well as adding new customers. We are also focused on accelerating innovation with our hybrid platform and ClearScape Analytics capabilities, delivering new AI capabilities to enable customers to take advantage of generative and agentic AI, and driving operational excellence and agility across the Company.”

Teradata is focused on delivering new AI capabilities to enable customers to use generative and agentic AI.

“We are continuing to execute on our priorities, including supporting our customers, whether leveraging Teradata in a hybrid environment, in the cloud or on-premises, migrating customers to the cloud, helping them expand their Teradata environment or upgrade to the latest version of our platform, as well as adding new customers. We are also focused on accelerating innovation with our hybrid platform and ClearScape Analytics capabilities, delivering new AI capabilities to enable customers to take advantage of generative and agentic AI, and driving operational excellence and agility across the Company.”

Teradata delivered AI technology in 2024 and plans 2025 innovations toward an agentic AI future for customers.

““In 2024, Teradata took decisive actions to improve execution, and met our guidance ranges for both Cloud and Total ARR. We believe we are well positioned to return to growth this year,” said Steve McMillan, President and CEO, Teradata. “Last year, we delivered significant AI technology, including broad support for OTFs, BYO-LLM and GPU-accelerated compute. We are excited about our upcoming innovations in 2025, which are designed to help our customers extend their hybrid AI environments and build towards an agentic AI future.””