“Location is not sovereignty. Value capture is.”
The competition is no longer principally about models, chips or Gigafactories. It is about who can turn capital and energy into intelligence—and intelligence into productivity, cash flow and greater technological power.
The United States has a system. China is building another. Europe has the components. It does not yet have the system.
From Models to Systems
how the race evolved
From Gigafactories to Compounding MW
owning the economics
Europe's Edge
components in search of a system
Capital + Low-Carbon Power
Europe should not replicate America or China. Its advantage begins with abundant capital and low-carbon power feeding the flywheel.
Grids + Telecoms + Engineering
Distribution and engineering depth can turn raw compute into contracted, continental-scale demand.
Manufacturing + Robotics + Mobility
The opportunity is Industrial AI at continental scale—Gigafactories are not the destination, they are the infrastructure of the flywheel.
The Velocity Insight
the real question
for investors and policymakers
- Investors — Move beyond MW: focus on cash flow per AI MW.
- Investors — Prioritize Compounding MW: power + compute + customers + applications.
- Investors — Follow the bottlenecks: grids, storage, cooling, photonics and fiber.
- Investors — Watch telecoms: distribution can turn compute into contracted demand.
- Policymakers — Measure European value captured per MW, not MW alone.
- Policymakers — Connect Gigafactories directly to Industrial AI demand.
- Policymakers — Use public procurement to crowd in private capital.
- Policymakers — Integrate AI + energy + semiconductors + telecoms + capital markets into one strategy.
- Policymakers — Build a continental system, not 27 national ones.