Dell argues that enterprise AI challenges are fundamentally about data gravity rather than raw storage capacity, questioning single-namespace strategies applied against diverse existing infrastructure. The post explores why AI systems encounter comparable architectural bottlenecks and how unified approaches across infrastructure estates address the real problem.