Universe
30 active companies, grouped by thesis bucket. Evolves daily via LLM analysis.
Hyperscalers & AI Labs
AWS + Trainium + Anthropic equity stake + logistics backbone.
TPU stack, Gemini, YouTube/Search cashflow funds the buildout.
Llama, largest GPU fleet outside hyperscalers, massive capex.
Azure, OpenAI, Copilot enterprise distribution.
OCI capacity build, Stargate JV exposure.
Compute & Semis
Power Generation
Reactor components, naval + SMR exposure.
Uranium supply; Westinghouse stake.
Largest US nuclear fleet; hyperscaler PPAs.
Micro-reactor concepts; very early.
Retail + generation; data-center tailwind.
SMR developer, Altman-backed; early-stage.
NRC-approved SMR design.
Nuclear + gas; Texas load growth.
Grid & Electrical
Natural Gas Bridge
Fab Tools & Manufacturing
Front-end deposition/etch leader.
Glass substrates/interposers for advanced packaging; optical fiber backbone for data centers.
Inspection/metrology; advanced node lever.
Etch, HBM tooling.
Gigafactory manufacturing at scale; Megapack energy storage; Dojo custom silicon.
Scouting candidates
Only US company licensed to produce HALEU (high-assay low-enriched uranium) — the fuel needed for nearly every advanced reactor/SMR design. BWXT's new enrichment facility announcement today is complementary, not competitive. Centrus's Piketon, OH facility is the sole operating HALEU production site in the US. Direct substrate constraint for nuclear SMR deployment.
Makes superconductor wire and grid-hardening equipment including REX (reconductoring) solutions. Grid reconductoring is a core thesis substrate constraint — AMSC's Amperium wire can double transmission line capacity on existing rights-of-way, directly addressing the permitting bottleneck for new transmission lines.
Solid oxide fuel cells already deployed at data centers (existing installs at Apple, Google, others). More relevant than Plug for the Oracle fuel cell story — Bloom's 300kW servers can run on natural gas and provide behind-the-meter baseload, bypassing grid interconnection delays (the actual bottleneck). ~1.5 GW installed base.
Oracle's exploration of fuel cell systems for data center power (headline today) validates behind-the-meter distributed generation. Plug is the largest US fuel cell/hydrogen company. If fuel cells become viable for data center backup/primary power, Plug's manufacturing scale (~100MW/yr cell stacks) and green hydrogen network could be relevant. CAUTION: company has persistent profitability issues and negative cash flow.
Direct competitor/complement to Vertiv in liquid cooling and thermal management for data centers. Acquired CoolTera. Liquid cooling penetration is a physical bottleneck for next-gen AI racks. Market cap ~$10B provides scale while still having upside leverage.
Designs high-efficiency power conversion ICs critical for data center power supplies. As rack power density rises to 100kW+, power conversion efficiency directly determines cooling load and total facility power draw — a substrate constraint at the component level.
Flagged in Zacks alongside AMZN/GOOGL for AI infrastructure. Former Yandex AI/cloud business building GPU clusters in Europe/Finland. Provides non-US hyperscaler capacity — geographic diversification of AI compute substrate.
Not AI-energy per se, but builds satellite constellations for connectivity infrastructure (AMZN Globalstar acquisition today highlights this). Also expanding into space solar power concepts and hypersonic component manufacturing — relevant to long-cycle substrate-independent compute in space.
Contract manufacturer of custom server racks, liquid cooling solutions, and networking hardware for hyperscalers. Directly adjacent to VRT on the cooling/power distribution side but with manufacturing scale. Benefits from every hyperscaler capex dollar that flows to custom hardware.
Electrical and infrastructure contractor surging 20% in 6 months (cited in PWR headlines today). $5B+ backlog in utility infrastructure, renewable energy, and industrial construction. Complementary to PWR in grid buildout — smaller but growing faster in solar + battery + substation work.
TRISO-X fuel fabrication facility under construction in Oak Ridge + Xe-100 SMR design with ~320 MWt/80 MWe per module. IPO launched today. TRISO fuel is inherently safer and may win NRC approval faster. Dow Chemical partnership for first deployment. Directly competes with SMR/OKLO for the SMR substrate opportunity.
Not a direct AI play, but advanced materials characterization tools used in semiconductor fab metrology and nuclear fuel analysis. Niche exposure to both fab and nuclear substrate constraints.
Zacks highlights improving growth visibility from data center expansion. Transmission and infrastructure contractor with growing data center segment. Complements PWR in the grid construction thesis.
High-power connectors and sensors for data centers. As AI racks push 100kW+, power delivery components become critical. Complement to ETN/VRT in the electrical infrastructure chain.
£600M UK government SMR loan today. Advancing SMR design for UK market. If SMR thesis plays out globally, Rolls-Royce is the European anchor. Manufacturing capability and government backing are strong.
Amazon acquisition for satellite connectivity. While not pure AI-energy/manufacturing, satellite backhaul for edge AI and remote data center connectivity is an emerging infrastructure layer. Monitor post-acquisition integration.
Large-scale EPC contractor with nuclear experience (NuScale partnership history, DOE site decommissioning). If SMR/nuclear buildout accelerates, FLR is a picks-and-shovels play on construction execution — directly in the manufacturing bottleneck thesis.