on-premises AI

AMD Developer Day 2026: Betting Big on an Open AI Platform

AMD Developer Day 2026: Betting Big on an Open AI Platform

AMD used Developer Day 2026 to lay out a comprehensive open AI platform strategy spanning Ryzen AI endpoints, ROCm-unified software, and Instinct-class data center GPUs. The announcements signal AMD is competing on ecosystem openness, not just silicon, targeting sovereign AI deployments and on-premises enterprise inference. ECI Research analysis examines what this means for infrastructure buyers and AI developers.

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Dell AI Factory 2026: On-Premises Agentic AI at Enterprise Scale

Dell Technologies World 2026: On-Premises Agentic AI at Enterprise Scale

Dell Technologies announced a broad expansion of the Dell AI Factory with NVIDIA at Dell Technologies World 2026, centering on local agentic AI infrastructure, AI-ready data platforms, and a deepening partner ecosystem. ECI Research finds the economic case for on-premises inference is compelling, but execution across hardware, software, and governance tooling will determine whether Dell can convert this announcement into durable enterprise adoption. The key question for ITDMs and developers isn’t whether to engage with on-premises agentic AI, but how to sequence it against existing cloud dependencies.

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