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Enterprises are increasingly turning to on-premises AI solutions due to rising costs, data sovereignty requirements, and the growing adoption of AI agents. Dell Tech World 2026 emphasized hybrid infrastructure as a practical compromise for organizations seeking to balance compliance with cost-efficiency.