Sector Spotlights
Supply Chain Spotlight: From Static Forecasts to Planning Agents
Supply chain teams have long used statistical forecasting. The newer pattern pairs those forecasts with agents that watch for disruptions and propose responses.
What an agent adds
- Monitors supplier, weather, port and demand signals continuously
- Explains why a forecast changed in plain language
- Drafts recommended actions such as expedites or reallocations for a planner to approve
Where the value is real
Value shows up where planners currently spend hours gathering information before they can decide. It is weaker where data is poor or decisions are rarely repeated.
Keep the forecasting model for numbers and use the language model for context and communication.
Getting started
- Pick one product family or lane with reliable data.
- Define the decisions the agent may propose and who approves them.
- Compare its proposals with planner decisions for a few cycles before relying on it.