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Data Infrastructure

Data Infrastructure

On-Premise AI for Enterprise: Strategy, Costs, and Vendor Selection in 2026

An analyst-driven guide for enterprise IT decision makers evaluating on-premise AI in 2026. Covers when local infrastructure makes sense, total cost of ownership, vendor roles across Dell, NVIDIA, Cisco, HPE, Lenovo, Supermicro, Pure Storage, and Broadcom, and the strategic questions to answer before committing budget.

Building an AI-Ready Data Foundation: Flexibility, Trust, and Sovereignty in a Rapidly Changing Landscape

Informed by discussions with Qlik’s leadership at AWS re:Invent 2025, and grounded in the latest industry data, this brief details the architectural principles and operational strategies required to keep pace with AI’s accelerating trajectory.

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