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
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
Confirm source, Truth and maximum action boundary before moving it into a fixed-field comparison.
Review the reference architecture only. This page does not connect systems, execute actions or present a candidate as deployed.
Only the current scenario ID enters the comparison view; no direction is saved and no pilot is submitted automatically.
REFERENCE_ARCHITECTURE · GOVERNED_WRITE · REFERENCE SUPPORT ONLY · NO PRODUCTION CONNECTION · NO CUSTOMER EFFECT CLAIM
DECISION RECORD / C.29
Source-traceable reference · pp.62–63
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.
Let a metric drill through to source data, root-cause candidates, accountable roles, system actions and verification results.
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.
The metric is reproducible; evidence supports drill-down; people review root cause; action enters a formal system; the observation window records whether to continue.
Choose one operating metric and fix its definition, threshold, observation window and approval boundary for executable action.
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.