Supply-Chain Research Library
Does Micron's Customer Network Extend Beyond Nvidia Into AI and Server Hardware?
Demand read-through
What does Micron's downstream network reveal about its connections to AI and server-hardware demand?
Micron's downstream graph includes Nvidia plus Inventec, Quanta, and ASUS, revealing a broader server and computing-infrastructure customer cluster without pretending the structural edges are fully quantified.
How to Find Hidden Economic Clusters With Supply-Chain Data
Network path
How can investors find groups of companies that share the same economic demand cycle even when sector and country classifications make them look diversified?
Map overlapping supplier, customer, manufacturing, server, and cloud relationships to find economic communities that conventional sector and country classifications can miss.
How to Stress Test Tariffs With Supply-Chain Data
Event exposure
How can investors use supply-chain relationship data to model tariff exposure without confusing a scenario with an observed cost?
Combine relationship size with explicit tariff assumptions while keeping company country, product origin, policy scope, and pass-through separate.
How to Verify What a Supplier Actually Sells to a Customer
Relationship comparison
How can investors determine what product or business function probably sits behind a mapped supplier-customer relationship?
Combine a proprietary supplier-customer edge with official product, filing, and customer-specific evidence without inventing a SKU, factory, chemistry, or contract.
Which Company Outside My Portfolio Matters Most to My Holdings?
Shared counterparty
How can an investor rank non-owned customers, suppliers, and other network nodes by their economic importance across multiple portfolio holdings?
Rank non-owned customers, suppliers, and other economic nodes by how broadly and materially they connect to portfolio holdings, creating an external-company watchlist that ordinary position reports cannot show.
Do You Need to Be a Quant to Invest With Supply-Chain Data?
Relationship comparison
How much quantitative skill does an investor need before customer, supplier, relationship-size, and network data can produce a useful portfolio or stock-research conclusion?
Usually not. Most investors can use supply-chain data without factor models, backtests, or optimizers; simple relationship comparisons, overlap checks, and directional exposure analysis are enough for many decisions.
How Export Controls Can Propagate Upstream Through a Supply Chain
Event exposure
How can investors trace an export-control shock from a restricted customer product into economically exposed upstream suppliers without assuming every supplier relationship is affected?
Trace regulatory demand shocks from a restricted customer product into economically exposed suppliers while keeping product relevance and purchase commitments separate from company-wide exposure.
How Options Traders Can Use Supply-Chain Data Before Earnings
Event exposure
How can options traders use supplier and customer exposure to build an earnings watchlist without treating relationship data as a price forecast?
Use customer and supplier exposure to build a secondary earnings watchlist, then evaluate volatility, liquidity, timing, and direction separately in the options market.
How to Use Supply-Chain Data for Customer Read-Through
Demand read-through
How can supply-chain data identify the suppliers most exposed to a customer's demand change?
Use supplier revenue percentage to rank which suppliers deserve attention after a major customer's earnings, guidance, production, or demand update.
What Sits Upstream of SK Hynix? The 3.1B SK ecoplant Relationship
Network path
What economically significant relationship sits one step upstream of SK Hynix?
Altsets estimates SK ecoplant's relationship with SK Hynix at 36.49% of supplier revenue, 3.1B USD, and 18.81% of SK Hynix COGS, revealing a material second-degree dependency.
Is Tesla's Supplier Network Mostly About Batteries?
Supplier materiality
Does Tesla's visible supplier network extend beyond battery suppliers into other automotive functions?
Tesla's supplied network includes a quantified LG Energy Solution battery relationship plus structural links to electronics, glazing, electric-drive, and broader automotive suppliers.
How to Calculate Supplier Concentration When Coverage Is Incomplete
Supplier concentration
How can investors calculate a useful supplier-concentration index when only part of a company's procurement network has quantified cost shares?
Calculate a lower-bound supplier HHI from known customer-cost shares while keeping observed coverage, normalized-subset concentration, and full-company concentration separate.
How to Diversify Around a Core Stock Without Selling It
Network path
How can an investor keep a high-conviction core stock while choosing additional holdings that reduce repeated customer, supplier, and network dependencies?
Keep a high-conviction position while choosing additional holdings that reduce repeated customer, supplier, and network dependencies instead of relying only on sector or return correlation.
How to Find Second-Order Supply-Chain Exposure
Network path
How can investors find meaningful second-order supply-chain exposure without overinterpreting network connections?
Expand beyond direct suppliers and customers to identify economically meaningful two-hop paths without turning network proximity into a false exposure score.
How to Find Stocks That Could Gain From a Supply-Chain Shock
Event exposure
How can investors identify public companies that may gain orders, pricing power, or market share when a supply constraint changes the competitive balance without assuming every alternative supplier is substitutable?
Look beyond the company facing a disruption and research which listed competitors may gain orders, pricing power, or market share when constrained demand can move elsewhere.