Research

Research library for supply-network advisory questions.

The library begins with public Actionable Insight Reports and expands around practical questions facing firms and institutions: where networks are exposed, how dependencies form, and how decision teams can interpret signals before disruption becomes obvious.

Published research

AIR 001Strategic trade intelligence2026-05-01

U.S.-China Strategic Tariff Exposure Radar

Where 2024-2026 Section 301 actions change U.S. sourcing, cash flow, and supplier resilience. The report isolates strategic product exposure, identifies concentrated duty-base groups, and frames which product nodes need immediate management attention.

$449.6B2024 U.S. imports from China in the baseline.
52Strategic HS6 proxy products in scope.
$8.8BGross scheduled duty-base estimate.

Research agenda

Themes that inform future reports and client-facing analysis.

The following categories describe active analytic directions. They are research themes, not claims about completed client results.

Research themeSupply networks

Hidden Dependencies in Multi-Tier Supplier Networks

A research program on how concentration can appear below the first tier of procurement, especially where firms share common input, logistics, or financing constraints.

MappingSuppliers
Research themeTrade finance

Working-Capital Pressure and Supplier Resilience

An analytic frame for connecting payment terms, financing availability, and supplier operating risk in cross-border production systems.

FinanceRisk
Research themeMarket entry

Regional Production Shifts and Institutional Friction

A framework for evaluating market-entry and sourcing decisions when production capacity, trade regimes, and institutional conditions are changing at once.

TradeEntry
MethodAI + judgment

Human-Machine Analysis for Business Intelligence

A methodological note on how human experts and computational systems can divide analytic labor without reducing judgment to automation.

AIJudgment
MonitoringSignals

Signals of Network Stress

A set of monitoring concepts for interpreting shifts in lead times, financing conditions, supplier behavior, and policy environments.

SignalsMonitoring
ArchitectureSystems

Designed Systems in Supply-Chain Strategy

A Simon-inspired perspective on supply chains as adaptive artifacts connecting organizational capabilities with external constraints.

SystemsStrategy

Publication standard

Public research should be useful without pretending to know more than it does.

Reports distinguish screening estimates from final liability, identify the management question, and state where client-specific facts are required before action.

Method reference

The firm's intellectual foundation is linked to human-machine partnership and designed economic systems. J. C. R. Licklider's "Man-Computer Symbiosis" is included as source material.