Tier 2 · Supply Chain Terms

Inventory Projection

Inventory projection is a forward-looking view of expected inventory levels by SKU and location over a defined planning horizon, combining current on-hand positions with expected inbound supply (in-transit shipments and open POs) and expected outbound demand (committed orders and forecast).

Why It Matters

Most inventory systems show a snapshot of current positions. Inventory projection shows what positions will look like tomorrow, next week, and in two weeks. This forward view is what enables proactive decision-making: if the projection shows a stockout in 9 days, there is still time to expedite, transfer from another facility, or adjust the production schedule.

The FourKites Perspective

The FourKites Inventory Twin generates configurable projections by combining four data sources: current positions (ERP/WMS), in-transit supply with ML-predicted ETAs (Shipment Twin), open PO quantities with supplier reliability adjustments (Order Twin and Graph), and committed outbound demand (Order Twin). The projection updates continuously as any input changes.

Frequently Asked Questions

What is inventory projection?

Inventory projection is a forward-looking view of expected inventory levels by SKU and location over a defined planning horizon, combining current on-hand positions with expected inbound supply (in-transit shipments and open POs) and expected outbound demand (committed orders and forecast).

How does AI change inventory projection management?

AI transforms inventory projection from a reactive metric measured after the fact into a proactive capability predicted and optimized in real time. AI agents monitor data continuously, detect anomalies before they become problems, and take autonomous action using network intelligence from the FourKites Graph, which aggregates cross-company patterns from 882 enterprise shippers.

How does FourKites handle inventory projection?

The FourKites Inventory Twin generates configurable projections by combining four data sources: current positions (ERP/WMS), in-transit supply with ML-predicted ETAs (Shipment Twin), open PO quantities with supplier reliability adjustments (Order Twin and Graph), and committed outbound demand (Order Twin). The projection updates continuously as any input changes.

See how this concept powers autonomous operations.