Hansel Mendoza

Vertical Data

Preparing for NVIDIA Rubin: What Next-Generation GPUs Demand From AI Infrastructure

Rubin is already in production. The question is whether your infrastructure can handle 200-kilowatt racks when it arrives. Every few…

Financing NVIDIA Blackwell GPUs: How AI Companies Prepare for the Next Infrastructure Cycle

The move to Blackwell is not just a hardware upgrade. It is a capital planning event, and the companies that…

Powering the AI Future: Why Data Centers Are Exploring Small Modular Reactors (SMRs)

The grid cannot keep pace with AI’s power demands. Microsoft, Google, and Amazon are already betting on nuclear energy, and…

GPU-Backed Debt Explained: How AI Companies Unlock Capital from Existing Hardware

You already own the hardware. The real question is whether it is working as hard for your balance sheet as…

GPU Hardware Financing for AI Scale: How to Build a Capital Strategy for 10 to 1,000 GPU Clusters

The shift from buying GPUs to managing infrastructure capital strategically There’s a big difference between making a GPU purchase and…

Sovereign AI Infrastructure for Startups: How Companies Build Independent Compute Without Owning a Data Center

Infrastructure independence is achievable for growth-stage companies. It doesn’t require building a data center. There’s a version of AI infrastructure…

AI Infrastructure Orchestration: How Enterprises Coordinate Compute, Networking, and Data at Scale

Fragmented infrastructure doesn’t just create inefficiency. It creates risk. Enterprise AI deployments don’t fail because the models aren’t good enough.…