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The Fragile Foundation of the AI Revolution

By Evan Patz

NVIDIA H100 AMD MI300 Google TPUs Amazon Trainium

Every leading AI chip, a $209 billion market, is manufactured through a single production chain.

Explore this process to see its most fragile links.

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Raw Materials
300mm silicon wafers
Shin-Etsu
SUMCO
GlobalWafers
Siltronic
~55%
of silicon wafers from Japan
EUV photoresists
JSR
TOK
Shin-Etsu
Fujifilm
~90%
of EUV photoresists from Japan
Every chip starts as two inputs: silicon wafers and extreme ultraviolet (EUV) photoresists, the chemicals that transfer circuit patterns onto them. Four companies make nearly all the wafers and four make nearly all the photoresists.
🇯🇵 Shin-Etsu · SUMCO · JSR · TOK · Fujifilm
🇹🇼 GlobalWafers
🇩🇪 Siltronic
Lithography Equipment
EUV scanners
ASML
100%
of EUV scanners from one company
180 tons, 457,329 parts, and up to $480M each. ASML's EUV scanner is the only machine that can print transistors at the nanometer scale needed for modern AI chips. Without it, no factory on Earth can produce leading-edge processors. Three sole-source suppliers feed it: Zeiss (optics), TRUMPF (laser), and Cymer (light source). Roughly 230 exist on Earth. If ASML goes offline, zero new scanners get built.
🇳🇱 ASML
🇩🇪 Zeiss SMT · TRUMPF
🇺🇸 Cymer
Fabrication
Leading-edge foundries (sub-7nm)
TSMC
Samsung
~90%
one company, concentrated on one island
This is where wafers, photoresists, and EUV scanners converge. Fabrication etches billions of transistors onto silicon, layer by layer, at dimensions measured in atoms. At the leading edge, only TSMC can do this at scale. The vast majority of chips flow through their foundries in Taiwan.
🇹🇼 TSMC Tainan · TSMC Hsinchu
🇺🇸 TSMC Arizona (supplemental)
🇰🇷 Samsung
HBM Memory
HBM memory facilities
SK Hynix
Samsung
Micron
88%
made in South Korea
High Bandwidth Memory (HBM) is the stacked memory bonded directly to the processor, the other half of every AI chip. These facilities need the same ASML scanners and wafers and photoresists as the previous step.
🇰🇷 SK Hynix · Samsung
🇯🇵 Micron
Advanced Packaging
AI chip packaging
TSMC CoWoS
ASE
100%
of leading-edge AI chip packaging in Taiwan
Everything converges back to one island. Fabricated dies and HBM stacks all arrive at TSMC's proprietary CoWoS lines, which bond processor and memory onto a single silicon interposer. Samsung and Intel have competing concepts but none are qualified at volume. One company, one island, sold out through 2026.
🇹🇼 TSMC CoWoS · ASE-SPIL (overflow)
The Complete Supply Chain
Different chips, different companies, different architectures, but one supply chain. Every leading AI processor shares the same chokepoints and dependencies from raw material to finished product.
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