TLDR: Teradata has launched ‘Autonomous Customer Intelligence,’ a new software and services offering designed to convert raw customer data and signals into context-aware, real-time actions at scale. This initiative aims to enhance customer experience (CX) by embedding AI-powered agents throughout the data lifecycle and is supported by new AI Services to facilitate enterprise-scale implementation.
SAN DIEGO – Teradata (NYSE: TDC) announced on October 7, 2025, the introduction of its groundbreaking ‘Autonomous Customer Intelligence’ offering, a comprehensive suite of software and services engineered to transform raw customer data and signals into actionable, real-time insights. This strategic move is set to significantly bolster Teradata’s customer experience (CX) solutions by enabling businesses to act intelligently and autonomously on customer knowledge across various functions, including marketing, service, risk, and product development.
The core of Autonomous Customer Intelligence lies in its innovative use of ‘agents’ embedded throughout the entire data process. These agents are designed to construct data products, detect crucial customer signals, interpret context, and activate autonomous responses across hybrid infrastructure environments. Teradata emphasizes that these agents are powered by the company’s four decades of intellectual property and contextual knowledge, ensuring enterprise-grade performance and security.
To support organizations in deploying this vision at scale, Teradata is also rolling out new AI Services. These services leverage Teradata’s extensive experience in enterprise deployments to help customers realize value from agentic projects. A ‘Customer Intelligence Maturity workshop’ is available to identify gaps in existing strategies and outline how Teradata AI Services can address specific challenges.
Sumeet Arora, Chief Product Officer at Teradata, highlighted the transformative potential, stating, “Signals derived from customer data can be activated across marketing, service, risk, and product functions — transforming customer understanding into strategic business architecture that drives outcomes.”
The initial agentic offering focuses on Customer Lifetime Value (CLV) management. Unlike traditional AI models that merely predict CLV, Teradata’s solution aims to proactively increase customer value through personalized engagement, reacting to real-time, customer-specific signals across vast datasets. This allows organizations to more effectively identify, retain, and grow their most valuable customer relationships. The system relies on AI-ready data products and scalable analytical models for rapid, contextually aware decision-making.
A recent survey conducted by NewtonX for Teradata revealed a strong market demand for such solutions. The survey indicated that 61% of organizations plan to increase spending on customer experience initiatives and AI-specific programs this year, with 77% considering or evaluating agentic AI to enhance CX functions.
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The Autonomous Customer Intelligence offering is available immediately through Teradata’s AI Services. The ‘AgentBuilder’ capabilities are slated for a private preview in the fourth quarter, with plans to introduce new Teradata Agents to customers on an ongoing basis.
