Demand Intelligence
What will each vessel consume, including spares for planned maintenance?
Forecasts routine consumption, intermittent spares and known maintenance requirements for vessels and shore stores, across 198 location and item positions in engine spares, navigation and safety equipment, deck consumables and provisions.
- Forecast by vessel, shore store and item
- Known maintenance jobs added to routine use
- Accuracy measured on held-back history
- Critical and routine items separated
- Duration: 4–6 weeks for an outcome-based POC
How the AI works. Forecasting models predict demand for every item and location over twelve weeks and are tested against weeks that were held back before anyone relies on them, with the error (WAPE), bias and forecast range shown openly. Planners see where the AI forecast is strong and where it is not, and the what-if carries the forecast straight into a stocking decision.
The page tests the forecast against recent history, shows the demand and its range for a chosen vessel and item, and carries a criticality filter so critical spares are never averaged away.