Commodity Trading Support System
Challenges
- The trade of food products depends on global factors such as changes in legislation, weather conditions, and disruptions in supply routes — real-time news monitoring and timely action are critical.
- Forecasting and tracking inventory components is essential, including demand and consumption, import monitoring, and quality and waste tracking.
Approach
Through the integration of various data sources and LLM capabilities, the system supports food security, market stability, and strategic decision-making.
The LLM-based system analyzes hundreds of pages of relevant texts — news articles, government reports, research papers — to provide a comprehensive market overview, with real-time data and analytics on market trends, price movements, demand and supply dynamics, and geopolitical factors.
Key features
- Market analysis across news, government reports and research papers
- Real-time analytics on trends, price movements and supply dynamics
- Inventory monitoring: levels and accumulation tracked continuously
- Inventory level forecasting
- Demand scenario system
- Dashboard for burn rate planning
Impact
500+
Data sources aggregated in real time
2,000 pages
Text datasets processed by the LLM
Reduced decision-making time
As stated in the company deck