Order Exception Investigation
A synthetic wholesale order demonstrates how the agent identifies the actual fulfilment blocker without confusing expected replenishment with currently allocatable inventory.
Operating lifecycle · Validate
Shortage, hold, allocation, replenishment and eligibility decisions are computed by versioned rule services rather than improvised by the language model.
Stage responsibility
Rule results, calculations, exceptions and evidence references.
The model does not redefine allocation mathematics or fulfilment eligibility.
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.
Stage controls
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