Trigger
A manager or operator begins with a dashboard, natural-language question, file or exception card and needs to turn the conclusion into a task or artifact.
SCENARIO-DETAIL / LOCALIZED DECISION BRIEF
Business trigger: A manager or operator begins with a dashboard, natural-language question, file or exception card and needs to turn the conclusion into a task or artifact.
REFERENCE_ARCHITECTURE · READBACK_VERIFY
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 · READBACK_VERIFY · REFERENCE SUPPORT ONLY · NO PRODUCTION CONNECTION · NO CUSTOMER EFFECT CLAIM
DECISION RECORD / C.10
Source-traceable reference · pp.24–25
A manager or operator begins with a dashboard, natural-language question, file or exception card and needs to turn the conclusion into a task or artifact.
Keep data queries, evidence drill-down, Agent execution, human confirmation and document delivery in one workspace.
If the question is ambiguous, data is stale or access is insufficient, pause retrieval and list what must be clarified. Do not fill gaps with unauthorized files or cross-tenant data.
The question, data, calculation, conclusion, human decision, artifact and receipt are linked; the task is recoverable, repeatable and auditable.
Choose one role question and list the permitted data, human confirmation point and required artifact.
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.