The Global Risks Index
NXS-GRX · Methods · 30 capabilities

Markets, trade and supply chains

Methods for trade, supply-chain, markets on the julia and python compute planes.

Page GRX-MTH-MTSCEdition Baseline Edition 2026Evidence close 2026-09-30Values not yet publishedSnapshot 31a753f76
30
capabilities
7
kernel-bound
5
method families
3
standards
01Capabilities

30 capabilities

7 of 30 have a bound kernel or engine. States are shown as the registry records them; a request fails closed wherever an adapter, specialist model or governed data is still missing.

MethodCapability IDStateRuns on
Commodity Price Riskrisk.capability.market-trade-supply-chain.commodity.price.risk.v1Data required—
Price Volatilityrisk.capability.market-trade-supply-chain.price.volatility.v1Data required—
Market Regimerisk.capability.market-trade-supply-chain.market.regime.v1Data required—
Demand Forecastingrisk.capability.market-trade-supply-chain.demand.forecasting.v1Data required—
Supply Forecastingrisk.capability.market-trade-supply-chain.supply.forecasting.v1Data required—
Trade Dependencyrisk.capability.market-trade-supply-chain.trade.dependency.v1Reference implementationpython · trade.dependency
Bilateral Concentrationrisk.capability.market-trade-supply-chain.bilateral.concentration.v1Reference implementationpython · trade.concentration
Import Reliancerisk.capability.market-trade-supply-chain.import.reliance.v1Reference implementation—
Export Concentrationrisk.capability.market-trade-supply-chain.export.concentration.v1Reference implementation—
Tariff Exposurerisk.capability.market-trade-supply-chain.tariff.exposure.v1Data required—
Sanctions Exposurerisk.capability.market-trade-supply-chain.sanctions.exposure.v1Data required—
Shipping Disruptionrisk.capability.market-trade-supply-chain.shipping.disruption.v1Data required—
Port Congestionrisk.capability.market-trade-supply-chain.port.congestion.v1Data required—
Aviation Disruptionrisk.capability.market-trade-supply-chain.aviation.disruption.v1Data required—
Inventory Shortagerisk.capability.market-trade-supply-chain.inventory.shortage.v1Data required—
Bullwhiprisk.capability.market-trade-supply-chain.bullwhip.v1Data required—
Supplier Failurerisk.capability.market-trade-supply-chain.supplier.failure.v1Data required—
Multi Tier Supplier Graphrisk.capability.market-trade-supply-chain.multi.tier.supplier.graph.v1Data required—
Geographic Concentrationrisk.capability.market-trade-supply-chain.geographic.concentration.v1Data required—
Single Source Dependencyrisk.capability.market-trade-supply-chain.single.source.dependency.v1Data required—
Supplier Concentrationrisk.capability.market-trade-supply-chain.supplier.concentration.v1Data requiredpython · supply.hhi
Lead Time Riskrisk.capability.market-trade-supply-chain.lead.time.risk.v1Data required—
Logistics Capacityrisk.capability.market-trade-supply-chain.logistics.capacity.v1Data required—
Geopolitical Trade Shockrisk.capability.market-trade-supply-chain.geopolitical.trade.shock.v1Data required—
Supply Demand Imbalancerisk.capability.market-trade-supply-chain.supply.demand.imbalance.v1Data requiredpython · market.supply_demand_imbalance
Food Market Stressrisk.capability.market-trade-supply-chain.food.market.stress.v1Data requiredpython · food.price_anomaly_ifpa
Energy Market Stressrisk.capability.market-trade-supply-chain.energy.market.stress.v1Data required—
Critical Mineral Riskrisk.capability.market-trade-supply-chain.critical.mineral.risk.v1Data required—
Input Output Propagationrisk.capability.market-trade-supply-chain.input.output.propagation.v1Data requiredpython · supply.leontief
Inoperability Input Outputrisk.capability.market-trade-supply-chain.inoperability.input.output.v1Data requiredpython · supply.inoperability
02Scope

Methods, data and supports

Method families
time series, network science, optimization, system dynamics, scenario ensemble
Domains
trade, supply-chain, markets
Compute planes
julia, python
Source classes
market-price, trade-flow, shipping, inventory, supplier, sanctions
Spatial supports
route, port, network, country
Temporal supports
daily, monthly, scenario
Reference implementation4
Data required26
03Standards

Standards that govern this fabric

Propose a method

New methods are registered with a stable ID and a hand-derived golden test.