Treating enterprise AI as an operating layer

“While the AI industry obsesses over foundation model capabilities and benchmarks, the real business advantage for enterprises comes from owning the infrastructure layer where AI is deployed, governed, and continuously improved. This structural control matters more than incremental model gains, reshaping how companies should think about their AI strategy and competitive positioning.”