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White Paper

Escaping Data Gravity and Infrastructure Debt: Why the AI Era Demands an Agentic Data Cloud

Escaping Data Gravity and Infrastructure Debt: Why the AI Era Demands an Agentic Data Cloud

Escaping Data Gravity and Infrastructure Debt: Why the AI Era Demands an Agentic Data Cloud

Futurum
Pages 13 Pages

Fragmented data estates force organizations to move information between operational systems, data lakes and external compute platforms, creating latency, security risks, higher costs and engineering overhead. These limitations become more serious when AI agents require immediate, context-rich data. Futurum advocates an integrated, serverless data-cloud architecture that brings analytics and AI processing closer to governed enterprise data. Open formats, real-time processing and in-place model execution can reduce data movement, preserve access controls and lineage, and free data teams to focus on business value rather than infrastructure management.

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