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©️ Tech-Influence for Dell Technologies 2025

This whitepaper delivers an in-depth cost analysis of deploying Generative AI workloads using the Dell AI Factory versus leading public cloud platforms like AWS and Azure. It reveals how Dell’s on-premises infrastructure not only lowers total cost of ownership but also enhances control, security, and scalability—enabling enterprises to unlock the true economic potential of GenAI while maintaining full data sovereignty.

Key Highlights:

– Demonstrates up to 63% cost savings compared to AWS and 61% versus Azure for GenAI workloads.

– Details Dell AI Factory’s dual approach—CAPEX and Dell APEX Infrastructure—for predictable long-term ROI.

– Explains how on-premises deployments reduce AI sprawl, unpredictable token costs, and data exposure.

– Backed by a Principled Technologies study benchmarking Dell’s PowerEdge servers against major cloud equivalents.

– Highlights a four-year TCO model using the Llama 3 8B framework powered by NVIDIA H100 GPUs.