Enterprise AI Competition Shifts to Infrastructure as Model Access Becomes Interchangeable
Incumbents including Dell, NVIDIA, Snowflake, Google, Oracle, and SAP are racing to lock in agentic platform positions before deployment peaks in late 2026. The competitive moat is no longer model access—it is proprietary data layers and embedded domain expertise. Organizations that treat AI as an operating layer, not an API call, are pulling ahead.
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