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Home/Hot AI Themes/Bottlenecks/AI devices

US / UK · Hot AI Themes

AI Devices & Edge

On-device AI drives a phone and PC upgrade cycle and pulls more memory per device — competing with data centers for the same DRAM.

Edge chip→Memory→Device→Apps

45

Tightness score ⓘ

#52 of 56

■ Stable

Supply concentration3

Lead time3

Capex intensity3

Geopolitical exposure3

Pricing power3

Lead time

12–24 mo

Theme 1M

−13.1%

% in uptrend

67%

Metric to watch

Smartphone/PC unit trends, memory content per device, and on-device model launches.

What would prove us wrong

Weakens if memory prices force device makers to cut AI features or volumes.

Dependencies

↑ supplier AI Memory (HBM & DRAM)88

AI devices theme performance

Equal-weight · rebased 100 · 1Y

Stocks we track

Who controls this bottleneck

Roles, not recommendations. Delayed prices; local currency.

Stock	Role	Listing	Last	1D	1M	3M	YTD	Off 52w high	Trend	Next earnings
AAPL Apple	On-device AI across iPhone and Mac	NASDAQ US	$343.3	−1.27%	+0.7%	+1.0%	+26.6%	−1.4%		2026-11-02
QCOM Qualcomm	Edge AI SoCs for robots and vehicles	NASDAQ US	$178.4	+1.41%	−11.7%	+10.1%	+5.9%	−28.3%		2026-11-04
ARM Arm Holdings	CPU IP inside custom accelerators, servers and edge devices	NASDAQ UK	$222.8	+5.92%	−28.2%	−9.0%	+103.8%	−49.3%		2026-11-04

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