Metrology & inspection
The measurement and inspection machines that find microscopic defects while chips are being made — the quality-control eyes of every fab.
Ranks moderate (55/100) — set apart by fragility to shocks (76) and structural importance (74).
Why it matters
Without process control there is no yield learning: inspection converts installed fab capacity into sellable good die.
Why now
AI-era dies are bigger and packages more complex, so a single defect destroys more value — pushing fabs to spend a rising share of capex on inspection while actinic EUV mask inspection remains single-sourced.
If Metrology & inspection runs short
An inspection-tool bottleneck — especially in single-sourced actinic EUV mask inspection — slows node ramps and quietly caps effective leading-edge output.
In depth · editorial + model
Metrology and inspection tools are the quality-control eyes of every fab — the machines that measure what was just built and find microscopic defects while chips are still being made. Their importance compounds with every node: as features shrink and packages stack, more of a wafer's journey is spent being measured, because a single unseen defect destroys more value on a large AI die than it ever did on a small one. The market is strikingly concentrated — KLA holds the dominant share of process control, and actinic EUV mask inspection, which sees printable mask defects at the same wavelength the scanner exposes with, is effectively a one-vendor market held by Japan's Lasertec.
Yield-ramp speed is a competitive weapon between TSMC, Samsung and Intel, and it runs on inspection fleets from a concentrated two-country supply base. If inspection capacity binds — above all in single-sourced actinic mask inspection — node ramps slow and effective leading-edge output gets quietly capped, without any headline shortage to point at. KLA and Lasertec carry the concentrated exposure, and the process-control intensity of High-NA lithography and advanced packaging pulls the category deeper into the critical path with each generation.
Who makes Metrology & inspection
The companies exposed to Metrology & inspection
How to think about it
- You cannot fix what you cannot see
- Yield learning compounds like interest
What to watch
- KLA process-control share and order trends
- Actinic mask-inspection capacity (Lasertec) vs e-beam alternatives
- Process-control intensity per node transition
- New inspection requirements driven by High-NA and advanced packaging
Key figures
Frequently asked
What is Metrology & inspection?
The measurement and inspection machines that find microscopic defects while chips are being made — the quality-control eyes of every fab.
Why does Metrology & inspection matter for AI?
Without process control there is no yield learning: inspection converts installed fab capacity into sellable good die.
Who makes Metrology & inspection?
The companies the model tags as producers or suppliers of Metrology & inspection: KLA, Lasertec.
Which companies are most exposed to Metrology & inspection?
KLA, Lasertec — 2 companies in total are mapped to Metrology & inspection.
What happens if Metrology & inspection runs short?
An inspection-tool bottleneck — especially in single-sourced actinic EUV mask inspection — slows node ramps and quietly caps effective leading-edge output.
Where does Metrology & inspection sit in the AI value chain?
Metrology & inspection sits in the Chips layer of the AI value chain.
Go deeper on Metrology & inspection
- The materials, geographies and policies it depends on — heat-mapped
- Substitutes, relief valves and the domino chains if it tightens
- The live tension score, momentum and news drivers
- Four levels of analysis — from plain-English to strategic
model v0.7.0 · research, not advice
Model scores are illustrative reads from our model of the AI value chain — not investment advice.