AI Infrastructure Buildout and Constraints

Covers the global expansion of AI-optimized data centers, including hyperscaler investments, infrastructure constraints (power, cooling, networking), supply chain bottlenecks, and the transition from hype to production-ready solutions.

Cloud Repatriation, AI Silicon Wars, and the Looming VMware Licensing Reckoning

Why cost predictability, inference economics, and regulatory sovereignty are converging to reshape data center infrastructure.

By KAPUALabs

/ 8 Jul 2026

Cloud Repatriation, AI Silicon Wars, and the Looming VMware Licensing Reckoning

Broadcom's AI Infrastructure Bind: Silicon, Software, and Scaling Limits

Inside the hidden dependencies from copper ceilings to VMware lock-in that define the pace of enterprise AI adoption.

By KAPUALabs

/ 8 Jul 2026

Broadcom's AI Infrastructure Bind: Silicon, Software, and Scaling Limits

How 800G Optics and Custom ASICs Are Reshaping AI Data Centers

Broadcom sits at the nexus of power, memory, and networking bottlenecks driving the next architecture shift.

By KAPUALabs

/ 10 Jun 2026

How 800G Optics and Custom ASICs Are Reshaping AI Data Centers

The $1.1 Trillion Revenue Threshold That Defines AI's Future

Hyperscalers must generate massive revenue to justify infrastructure spend—or face depreciation timing exposure.

By KAPUALabs

/ 8 Jun 2026