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Home/Sectors/Hot AI Themes
Hot AI Themes

Hyperscalers, cybersecurity, drug discovery, software, space, quantum

Where AI demand spills over: the hyperscalers paying for the build, and the sectors AI is re-rating — cybersecurity, drug discovery, AI software, devices, space and quantum.

Who pays for the build-out, and which industries does AI change fastest?

Themes
8
Stocks
42
1M index
−5.9%
% in uptrend
55%

Hot AI Themes index vs S&P 500

Equal-weight, rebased to 100 · 1Y
Bottlenecks

8 bottlenecks in Hot AI Themes

Sorted by tightness score. Click through for supply chain, dimension scores, names and falsifier.

US ▲ Tightening

Hyperscalers & AI Cloud (the buyers)

80

Four US hyperscalers guided to roughly $700B+ of 2026 capex, with 2027 modelled near $1T. Their guides set demand for every supplier on this site; neo…

Lead timeQuarterly guides
1M−13.4%
YTD+8.0%
US / Israel ▲ Tightening

AI Cybersecurity

62

AI agents and AI-written attacks expand the attack surface faster than security teams can hire. Spend shifts to platforms that use AI to defend AI wor…

Lead timeOngoing
1M+11.4%
YTD+82.4%
US / NZ ■ Stable

Launch & Space Access

58

One provider dominates launch mass to orbit. Alternatives for medium-lift are scarce, which gates every constellation outside it.

Lead time12–36 mo
1M−4.8%
YTD−1.7%
US ■ Stable

AI Software & Data Platforms

55

Enterprises need clean data, orchestration and monitoring before AI agents do useful work. Data platforms and observability are the picks-and-shovels …

Lead timeOngoing
1M+3.7%
YTD+33.1%
US / Canada ■ Stable

Satellite Connectivity & EO

50

Direct-to-device, broadband and Earth observation compete for launch, spectrum and optical inter-satellite links.

Lead time12–36 mo
1M−16.2%
YTD+46.5%
US ■ Stable

AI Drug Discovery & Health AI

48

Models now design molecules and antibodies, but clinical trials are still the gate. Value accrues to platforms with wet-lab data and pharma partnershi…

Lead time36–120 mo
1M−8.4%
YTD+94.3%
US / UK ■ Stable

AI Devices & Edge

45

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

Lead time12–24 mo
1M−13.1%
YTD+45.5%
US ■ Stable

Quantum Hardware & Cryogenics

38

Qubits need dilution refrigerators, helium-3, precision lasers and control electronics — all small, specialised supply chains.

Lead time36–120 mo
1M−16.0%
YTD−27.6%
Stocks

Every stock in Hot AI Themes

Sorted by 1-month performance. Roles, not recommendations.

NameRoleRegionLast1D1MYTDOff highTrend
ZS
Zscaler
Zero-trust security for AI traffic US $260.0 +1.89% +34.7% +15.6% −22.7%
CHKP
Check Point Software
Network and cloud security Israel $160.0 +0.62% +21.9% −13.8% −21.7%
LMT
Lockheed Martin
Satellites, ULA stake and defence US $628.1 +3.96% +20.9% +32.2% −6.0%
NOW
ServiceNow
Enterprise workflows and AI agents US $155.3 −2.27% +14.5% +1.4% −17.9%
OKTA
Okta
Identity for people and AI agents US $221.0 +3.73% +13.2% +155.6% −4.8%
S
SentinelOne
AI-native endpoint security US $25.32 +5.50% +13.1% +68.8% −3.6%
IBM
IBM
Superconducting quantum roadmap US $252.4 −0.45% +11.9% −13.1% −22.8%
NOC
Northrop Grumman
Solid rocket motors and spacecraft US $562.9 +2.08% +10.3% −0.1% −26.1%
FTNT
Fortinet
Firewalls and secure networking US $183.8 +2.14% +6.0% +131.5% −5.6%
DDOG
Datadog
Observability for AI workloads US $281.5 +4.40% +5.0% +107.0% −4.0%
PLTR
Palantir Technologies
AI platform (AIP) for enterprise and defence US $199.0 +1.13% +4.9% +11.9% −4.8%
PANW
Palo Alto Networks
Network, cloud and identity security platform US $390.5 +2.61% +4.2% +112.0% −7.0%
HON
Honeywell
Majority owner of Quantinuum US $219.8 −0.60% +3.4% +8.9% −14.8%
CRWD
CrowdStrike
Endpoint and cloud security platform US $260.3 +1.04% +3.2% +122.1% −6.7%
MSFT
Microsoft
Largest AI cloud buyer; Azure and OpenAI capacity US $530.4 +1.12% +2.8% +10.4% −2.4%
RXRX
Recursion Pharmaceuticals
AI drug discovery with NVIDIA-backed compute US $3.77 +1.89% +0.8% −7.8% −40.2%
AAPL
Apple
On-device AI across iPhone and Mac US $343.3 −1.27% +0.7% +26.6% −1.4%
AMZN
Amazon
AWS; Trainium custom chips and the largest capex budget US $249.7 +0.68% +0.0% +8.2% −12.1%
SNOW
Snowflake
Data cloud feeding enterprise AI US $334.1 +2.65% −0.6% +52.3% −9.4%
ABSI
Absci
Generative-AI antibody design US $9.55 +4.03% −1.9% +173.6% −17.8%
ABCL
AbCellera Biologics
AI-driven antibody discovery Canada $12.15 +2.81% −4.3% +255.3% −18.0%
MDB
MongoDB
Operational database for AI apps US $389.1 +4.84% −5.2% −7.3% −17.6%
NET
Cloudflare
Edge network, AI inference and bot defence US $330.6 +1.50% −5.3% +67.7% −8.4%
GOOGL
Alphabet
Waymo driverless fleet and TPUs US $318.4 −0.58% −7.4% +1.9% −20.8%
ORCL
Oracle
OCI AI cloud; Stargate capacity for OpenAI US $126.0 −0.12% −7.8% −34.5% −54.9%
VSAT
Viasat
Satellite broadband US $67.30 +9.48% −7.8% +95.3% −25.1%
IRDM
Iridium Communications
Global L-band constellation US $44.79 +0.88% −8.1% +160.9% −19.4%
MDA.TO
MDA Space
Satellite constellations and robotics Canada C$40.11 +3.80% −9.9% +50.6% −40.2%
QCOM
Qualcomm
Edge AI SoCs for robots and vehicles US $178.4 +1.41% −11.7% +5.9% −28.3%
SDGR
Schrödinger
Physics-plus-AI molecular design software US $24.60 +3.36% −14.7% +37.6% −24.5%
META
Meta Platforms
Gigawatt training campuses (Prometheus, Hyperion) US $638.8 −0.60% −15.0% −3.0% −17.9%
PL
Planet Labs
Earth observation constellation US $13.90 +3.65% −20.2% −29.5% −73.0%
TEM
Tempus AI
Clinical and genomic data for AI diagnostics US $66.46 −1.71% −21.8% +12.6% −27.4%
FLY
Firefly Aerospace
Small-lift launch and lunar landers US $18.51 +1.54% −24.0% −17.3% −68.5%
RKLB
Rocket Lab
Electron launch, Neutron and spacecraft US $54.56 +3.73% −26.2% −21.8% −63.7%
ARM
Arm Holdings
CPU IP inside custom accelerators, servers and edge devices UK $222.8 +5.92% −28.2% +103.8% −49.3%
RGTI
Rigetti Computing
Superconducting quantum computers US $11.52 −0.04% −30.9% −48.0% −74.0%
IONQ
IonQ
Trapped-ion quantum computers US $31.15 −0.38% −31.5% −30.6% −56.8%
NBIS
Nebius Group
Neocloud building GPU capacity in US and Europe Netherlands/US $161.9 +1.99% −31.8% +93.4% −43.5%
QBTS
D-Wave Quantum
Quantum annealing systems US $11.65 −0.09% −33.1% −55.5% −68.6%
ASTS
AST SpaceMobile
Direct-to-device broadband US $40.21 +1.05% −35.0% −44.6% −69.8%
CRWV
CoreWeave
GPU cloud; large consumer of powered shells US $56.97 +5.03% −35.0% −20.4% −59.3%