Trigger
A BI metric crosses an enterprise threshold, develops an abnormal trend, or a manager selects a project, SKU or marketplace on a dashboard and asks for explanation and action.
SCENARIO-DETAIL / LOCALIZED DECISION BRIEF
BI Signal to Operating Action
Business trigger: A BI metric crosses an enterprise threshold, develops an abnormal trend, or a manager selects a project, SKU or marketplace on a dashboard and asks for explanation and action.
REFERENCE_ARCHITECTURE · GOVERNED_WRITE
DECISION RECORD / C.29
What this route helps you decide
Source-traceable reference · pp.62–63
Goal
Let a metric drill through to source data, root-cause candidates, accountable roles, system actions and verification results.
Risk / exception
Mark data not comparable when the metric definition changes, data is delayed or the sample is insufficient. Do not generate operating attribution automatically, and do not judge effect at a single point in time.
Close condition
The metric is reproducible; evidence supports drill-down; people review root cause; action enters a formal system; the observation window records whether to continue.
Next safe action
Choose one operating metric and fix its definition, threshold, observation window and approval boundary for executable action.
KNOWLEDGE → COMPARISON → DIRECTION → OPTIMIZATION
Evidence stays attached to the decision.
The full-detail canonical evidence record remains available in Chinese. IDs, Truth classes, boundaries, and source references stay unchanged across languages.
Knowledge
Source-traceable reference
Comparison
Compare the same operating fields before choosing a direction.
Direction
Confirm the owner, authority, human gate, and readback rule.
Optimization
Define a baseline, target, owner, and observation window before claiming impact.