Trigger
A group chat, email or bot reports an unstructured exception such as supplier delay, failed shipment booking, equipment downtime, reconciliation difference or missing file.
SCENARIO-DETAIL / LOCALIZED DECISION BRIEF
Business trigger: A group chat, email or bot reports an unstructured exception such as supplier delay, failed shipment booking, equipment downtime, reconciliation difference or missing file.
REFERENCE_ARCHITECTURE · READBACK_VERIFY

DECISION RECORD / C.31
Source-traceable reference · pp.66–67
A group chat, email or bot reports an unstructured exception such as supplier delay, failed shipment booking, equipment downtime, reconciliation difference or missing file.
Extract facts, business object, evidence and Owner from the message, deduplicate against existing system events, then enter the formal exception state machine.
A verbal reply cannot override system facts. If no unique object matches or the formal system remains in exception, do not close; continue collecting evidence, escalate or hand over to a person.
The message binds a real business object; system events are deduplicated; the exception has an Owner and SLA; execution enters the formal system; readback verifies closure.
Choose one message exception and define object matching, event deduplication, escalation and readback closure rules.
KNOWLEDGE → COMPARISON → DIRECTION → OPTIMIZATION
The full-detail canonical evidence record remains available in Chinese. IDs, Truth classes, boundaries, and source references stay unchanged across languages.
Source-traceable reference
Compare the same operating fields before choosing a direction.
Confirm the owner, authority, human gate, and readback rule.
Define a baseline, target, owner, and observation window before claiming impact.