This extensive whitepaper describes Teradata’s vision for signal-oriented, agentic enterprise architectures. It explains how organizations evolve from data storage to real-time intelligence activation by manufacturing signals, building data products, and deploying autonomous software agents that sense, decide, and act. Pages 4–12 outline multidimensional data processing and intelligence reuse; later sections detail customer-intelligence architectures, VCX activation layers, and agentic workflows. The document emphasizes NLU, MCP, and autonomous decision loops as the future of enterprise operations—turning static data into continuously activated intelligence across business systems.

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