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沃林数智

SCENARIO-DETAIL / LOCALIZED DECISION BRIEF

Channel Demand Forecast and Replenishment Planning

Business trigger: A monthly demand review, weekly rolling plan, product launch, promotion adjustment, channel migration or forecast variance beyond an enterprise threshold starts the loop.

REFERENCE_ARCHITECTURE · READBACK_VERIFY

SCENARIO COORDINATE / STEP 02

Decide whether this reference scenario belongs in comparison.

Confirm source, Truth and maximum action boundary before moving it into a fixed-field comparison.

Scenario ID
C.11
Source
pp.26–27
Truth
REFERENCE_ARCHITECTURE
Action boundary
READBACK_VERIFY
Current taskChannel Demand Forecast and Replenishment Planning

Review the reference architecture only. This page does not connect systems, execute actions or present a candidate as deployed.

Next stepChoose one channel and planning horizon, then fix the forecast version, inventory definition and approval of business overrides.

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.11

What this route helps you decide

Source-traceable reference · pp.26–27

01

Trigger

A monthly demand review, weekly rolling plan, product launch, promotion adjustment, channel migration or forecast variance beyond an enterprise threshold starts the loop.

02

Goal

Keep statistical baseline, business override and consensus demand as separate versions, then create a reviewable replenishment plan under supply constraints.

03

Risk / exception

Do not merge calculations when marketplace, time bucket, currency, inventory definition or forecast version differs. For products without enough evidence, provide a range instead of invented point precision.

04

Close condition

The planning key is explicit; baseline, override and consensus remain versioned; supply gaps are visible; approved actions return receipts; error is reviewed against the same version.

05

Next safe action

Choose one channel and planning horizon, then fix the forecast version, inventory definition and approval of business overrides.

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.

01

Knowledge

Source-traceable reference

02

Comparison

Compare the same operating fields before choosing a direction.

03

Direction

Confirm the owner, authority, human gate, and readback rule.

04

Optimization

Define a baseline, target, owner, and observation window before claiming impact.