AI became an infrastructure requirement

AI became an infrastructure requirement

Bain’s latest analysis from Nvidia’s GTC conference marks the shift: AI is no longer something you buy to solve specific problems. It’s becoming the operating layer — the foundational system running beneath everything else.

Think electricity becoming the grid. Internet shifting from “nice to have” to “can’t function without.” We’re watching that same transition, except faster and touching more of the economy at once.

This changes capital allocation. The question isn’t “which AI tools should we buy.” It’s “how do we rebuild our operating model with AI as the foundation.”

For financial services, the competitive gap won’t be between firms with AI and firms without it. It’ll be between firms that rebuilt their infrastructure and firms that bolted AI onto old systems.

How is your organization treating AI — project budget or infrastructure spend?

🔗 Source: https://www.bain.com/insights/nvidia-gtc-2026-ai-becomes-the-operating-layer/