
The transition from isolated artificial intelligence experiments to production-grade enterprise systems has fundamentally transformed the cloud perimeter into a sophisticated web of interconnected model weights and corporate data streams. As organizations increasingly integrate generative AI into their core operations, the focus has shifted from the novelty of large language models to the structural integrity of the platforms that host them.










