AI Infrastructure Intelligence

What AI is physically made of.

Every AI system rests on physical components that must be manufactured, delivered, powered and cooled. Follow any branch to see who makes it, how concentrated supply is, and what happens if it runs short.

AI demand scenarioMechanism demo only — findings withheld until scores are validated

Demo / PlaceholderAdvanced Packaging + NVIDIA research · remainder DEMO / PLACEHOLDER — every score, factor, market share and evidence record is a provisional value for prototype display only. Not researched, not validated, not citable.

Rankings, scenario findings and supplier conclusions are withheld while this dataset is loaded. They unlock automatically once validated scores are installed.

AI Infrastructurenine physical layers — select one to trace its companies and supply

AI Accelerator Module

Every layer is a separate supply chain

System Layers

Surrounding physical systems

Optical Interconnect

Carries the signal off the board

Power Delivery

Energises the board

Liquid Cooling

Removes the heat

Physical bottleneckEmerging bottleneckStrategic controlImportantNormalTwo independent axes — physical scarcity and strategic control are never merged into one score.

Physical Infrastructure Explorer

choose a scale, then select a component to inspect it

Inspect

01 / 06AI ChipThe die, its memory stacks and the interposer that joins them.

The six that decide the pace

four physical bottlenecks, one emerging, one control point

Physical Infrastructure Explorer

Full dependency graph

The six that decide the pace