Geopolitical Risk Modeling and Scenario Planning

AI systems that monitor sanctions, conflicts, and trade policy shifts to predict supply chain impacts.
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Geopolitical Risk Modeling and Scenario Planning

These applications aggregate news, satellite imagery, trade data, and policy signals to forecast geopolitical disruptions. They simulate impacts of tariffs, export controls, and regional conflicts on supply networks, enabling proactive sourcing adjustments and contingency planning.

TRL
6/9Demonstrated
Impact
5/5
Investment
4/5
Category
Applications

Connections

Ethics Security
Ethics Security
Forced Labor and ESG Risk Analytics

Analytics platforms that detect human rights and ESG risks across multi-tier supply chains.

TRL
5/9
Impact
5/5
Investment
4/5
Applications
Applications
Humanitarian Logistics and Disaster Response AI

AI-driven systems optimizing relief supply delivery in crisis zones with damaged infrastructure.

TRL
6/9
Impact
5/5
Investment
3/5
Applications
Applications
Automated Cross-Border Trade Compliance

Systems that automate customs, trade compliance, and documentation for global shipments.

TRL
7/9
Impact
4/5
Investment
4/5
Software
Software
Generative AI for Supply Chain Planning

Large language models and generative AI creating supply chain scenarios, documentation, and insights.

TRL
6/9
Impact
4/5
Investment
3/5
Ethics Security
Ethics Security
Climate Adaptation and Disaster Resilience Planning

Frameworks integrating climate models with supply chain design to ensure long-term viability.

TRL
5/9
Impact
5/5
Investment
4/5
Software
Software
AI Demand Forecasting and Inventory Optimization

Machine learning models that predict demand and optimize stock levels across multi-echelon networks.

TRL
8/9
Impact
5/5
Investment
4/5

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2011 — 2026

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