Operating lifecycle · Explain
The explanation layer states what is blocked, which line or rule caused it, the quantities involved, and which source versions support the finding before any resolution option is proposed.
Stage responsibility
Evidence-backed explanation of blocker, affected records, quantities and confidence/abstention state.
It does not convert expected stock into current availability, hide conflicting evidence or present a recommendation as a fact.
Where this stage is demonstrated
A synthetic wholesale order demonstrates how the agent identifies the actual fulfilment blocker without confusing expected replenishment with currently allocatable inventory.
The same evidence model is used to identify which open orders are exposed to a SKU shortage and how confirmed replenishment changes the risk horizon.
A synthetic multi-warehouse case demonstrates how the agent can surface a technically feasible alternate fulfilment path while retaining allocation and approval controls.
Stage controls
Primewayz AI enablement for enterprise operations
