Private AI for demand planners.

See the shortage before the order is due

Forecast shortages, detect inconsistent commitments and compare sourcing or stock scenarios.

Inputs: Approved purchase orders, inventory, supplier updates and demand histories.

From observation to completed task

Prepare replenishment proposals and chase approved supplier milestones.

Draft commentary explaining documented forecast changes

The supporting records include approved forecasts, assumption notes and planning records.

Planners verify calculations and revise forecasts themselves.

The systems involved

ERP and supplier interfaces, forecasting history and explicit purchasing limits.

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

Buyers approve commitments; measure forecast error, stockouts and infeasible recommendations.