Example from the Agent module.

    Example · Agent

    Catching a promotion collision three weeks out.

    A mid-market food manufacturer had a promotion hitting a major retailer in 18 days. One top SKU had six days of inventory on hand. Supplier lead time was 42 days. Nobody on the team had flagged the collision.

    The Monitoring Agent caught it three weeks before launch. It reasoned across inventory position, open POs, supplier lead time, and the retailer's promotional window and produced a single alert with the recommended move.

    The PO was drafted, reviewed by the buyer, approved, and sent. The promotion shipped on time. Nothing writes back to the ERP without a human approval, so the team stayed in control the whole way.

    What the Agent actually did

    • → Cross-referenced inventory on hand, open POs, and supplier lead time against the promotion date.
    • → Ranked the collision as critical against the other risks it was tracking that week.
    • → Drafted the specific PO required to close the gap, sized to cover the promotion plus baseline demand.
    • → Held the write-back until a human approved the draft.
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