InfraForecast™ is a decision-making SaaS tool that integrates global trade, transport infrastructure, and commodity market data into one dynamic environment — enabling you to plan, forecast, and optimize freight logistics with precision.
Why InfraForecast
- Global coverage: 15 billion tonnes of trade flows connecting all countries of the world, modeled and continuously recalibrated with real data.
- Explainable AI models: agent-based simulations that reproduce real cargo behavior, recalculating routes as capacities change.
- Multiscenario analysis: explore and compare multiple infrastructure and policy development pathways.
- Actionable insights: data visualization, dashboards, and analytic support on demand.
Core Features
Global Trade Database
- Cleaned and enriched UN COMTRADE data for 23 key product groups
- Country-to-country and sub-national matrices with economic indicators for 31 countries
- Editable commodity market scenarios with exportable tables
Transport Infrastructure Database
- Maritime: 700+ ports, 50,000+ sea routes, equipment and tariffs
- Inland: roads, railways, dry ports, border points with capacity and cost parameters
- Data fully editable under tailored subscription
AI-Driven Route Planner
- Build routes globally: calculate the cheapest, fastest, or most balanced routes by time and cost
- Detailed breakdown by segment: ports, dry ports, rail, road, sea
- View bottlenecks and capacity utilization in real time
Cargo Flow Simulation
- Analyse how cargo volumes are distributed across multiple routes between two locations.
- See route shares automatically calculated based on cost, time, and capacity constraints with AI calibration.
- Compare current and future-year distributions to assess the impact of infrastructure or policy changes.
- Manually adjust and lock route shares to test alternative logistics scenarios.
Forecast Accuracy
InfraForecast™ forecasting error in past projects:
Coal export from Kazakhstan (2020-2023): ≈ 3.3%
Port Baku traffic forecast (2022-2025/2030): ≈ 2.4%
Technology Stack
Python / Django backend
Postgres / PostGIS storage
Agent-based simulation engine (C/C++/Java)
Multiyear multiscenario processing
Interactive map and reporting dashboards
Use Cases
- National transport strategies and corridor planning
- Infrastructure investment appraisal and bottleneck analysis
- Trade policy scenario testing under non-market conditions
- Route and logistics optimization for global carriers and freight forwarders
Book a Demo
Discover how InfraForecast™ can help your organization navigate the future of trade and transport.