Supply-Chain Research Library
The Battery Belt Is Being Repurposed, but Only Some Capacity Fits the Grid
Demand read-through
Which U.S. Battery Belt factories and supplier categories can transfer most effectively from EV batteries into stationary grid storage?
EV battery factories are being redirected toward stationary storage, but the real winners are plants and suppliers that can move into LFP cells, grid packaging, and energy storage systems without rebuilding the supply chain from scratch.
The Chemical Companies Making AI Chips Possible
Demand read-through
Which semiconductor chemical and materials suppliers gain exposure as advanced logic, HBM, and advanced packaging scale with AI demand?
The AI chip boom is increasing demand for recurring semiconductor chemicals and packaging materials, creating a less obvious exposure through suppliers such as Shin-Etsu Chemical and Entegris as TSMC, Micron and Nvidia scale advanced compute.
The Companies Three Layers Beneath TSMC
Network path
Which second and third order suppliers sit beneath TSMC's 2026 capacity build, and where does TSMC appear economically more important to the upstream supplier than the supplier is to TSMC's total cost base?
TSMC's 2026 capex surge reaches beyond the obvious equipment names into Japanese wafer, photoresist, CMP, vacuum, packaging and tool-component suppliers where customer dependence can be more concentrated.
The Companies Two Layers Beneath NVIDIA
Dependency asymmetry
Which smaller public companies are economically exposed two layers beneath NVIDIA through SK hynix and Micron?
NVIDIA's Rubin ramp points to a less obvious group of exposures: smaller Asian suppliers whose revenue is heavily concentrated in SK hynix and Micron.
The Copper Bottleneck Is Not Where Investors Think It Is
Event exposure
Where is the practical copper bottleneck for grid and data-center infrastructure: mines, smelters, refined cathode, fabrication, or finished electrical equipment?
The near-term copper constraint for power infrastructure is increasingly downstream of the mine, in the factories that turn refined copper into cable, transformer windings, busbars, and finished electrical equipment.
The Data Center Boom Is Creating Asian Industrial Winners Nobody Associates With AI
Demand read-through
Which Asian industrial companies and infrastructure layers are gaining second-order exposure to the AI data center buildout?
AI infrastructure spending is spreading beyond chips into Korean transformers, Taiwanese cooling systems, Japanese electrical equipment, and Southeast Asian power generation, creating a second layer of public market exposure to the data center buildout.
The Gas Turbine Supply Chain Is Becoming an AI Supply Chain
Network path
How is AI data center power demand propagating below gas turbine OEMs into hot-section components, specialty alloys, coatings, replacement parts, and maintenance?
AI data center power demand is pushing the gas turbine bottleneck below GE Vernova, Siemens Energy, and Mitsubishi Power into cast airfoils, nickel superalloys, coatings, replacement parts, and turbine maintenance.
The HBM Supply Chain Below SK hynix and Samsung
Dependency asymmetry
Which suppliers below SK hynix and Samsung can have disproportionately large financial exposure to HBM-related spending?
HBM4 growth is creating a different kind of exposure below the memory leaders: smaller equipment and materials suppliers can depend heavily on SK hynix or Samsung even when those customers have far less economic dependence on them.
The Physical Supply Chain Behind 800G and 1.6T AI Networking
Demand read-through
Which physical component and manufacturing layers gain importance as AI networking moves from 800G to 1.6T?
The move from 800G to 1.6T AI networking shifts more economic importance into optical DSPs, lasers, photonic components, connectors, packaging, and the companies that assemble high-speed transceivers.
The Rare Earth Demand Hidden Inside Millions of Robot Joints
Demand read-through
How could rising humanoid shipments and joint counts translate into demand for permanent magnets and magnet rare earths?
A scenario analysis of how humanoid shipment volumes and motorized joint counts could translate into NdFeB magnet and contained rare-earth demand.
The Rare Earth Problem Is Not the Mine. It Is the Magnet
Geographic exposure
Why is qualified permanent magnet capacity a tighter rare earth bottleneck than mine supply, and which magnet producers and customers have the most economic exposure?
China's share rises from about 60% of mined magnet rare earths to 94% of sintered permanent magnet production. The tighter bottleneck is qualified magnet manufacturing capacity.
The Return to Suez Will Reshuffle Who Pays for Global Logistics
Event exposure
Which companies gain or lose as Asia-Europe shipping returns to Suez and releases vessel, container, and inventory capacity trapped by longer Cape of Good Hope voyages?
The gradual return to Suez releases vessel and container capacity, shortens inventory cycles, and shifts the economics of Asia-Europe trade across carriers, importers, freight forwarders, air cargo, and container equipment.
The Rocket Motor Bottleneck Beneath Western Missile Production
Supplier materiality
Where can the most concentrated economic exposure sit below Western missile and rocket motor production as primes and propulsion manufacturers raise output?
Western missile production is expanding, but the more concentrated supply-chain exposure may sit below the prime contractors in qualified rocket motor hardware, energetic materials, propellants, and other inputs that cannot be substituted quickly.
The Small Companies Behind the Gas Turbine Shortage
Dependency asymmetry
Which smaller public companies have the most direct exposure to the gas turbine supply-chain shortage?
A supplier-level look beneath GE Vernova, Siemens Energy, and Mitsubishi at the casting, blade, alloy, coating, valve, and control capacity shaping the gas turbine shortage.
The Strait of Hormuz Is Not Just an Oil Story
Event exposure
How can a Strait of Hormuz disruption propagate beyond crude oil through LNG, sulfur, fertilizers, helium, petrochemicals, industrial users, and shipping?
The deeper investment risk from the Strait of Hormuz runs through LNG, sulfur, fertilizers, helium, petrochemicals and shipping, creating exposures for Asian utilities and manufacturers that may have little direct connection to crude oil.