1. SCM with AI Replenishment
  2. Features
  3. Demand Proposals
Feature · Demand Proposals

Demand Proposals

Review a forecast recommendation with its model version, generation date and supporting stock-request evidence.

OverviewForecast Approval Inbox
SCM with AI Replenishment · Demand Proposals

Forecast Approval Inbox

Approval waits for the inventory reviewer

New
ParentModel versionGenerated atProposed unitsConfidence percentRevision
SR-24658Rev A09 Oct89073430
SR-43961Rev B17 Oct9508620
SR-12427Rev C10 Oct12099680
SR-69108Rev D05 Oct6094540
SR-88918Rev E24 Oct22065740
6 of 6 records
Rev ADemand proposals · DP-67916
Submitted
ParentSR-24658
Generated at09 Oct
Proposed units890
Confidence percent73
Revision430
Example screen with sample data

What you can do

Give the recommendation a reviewable context

The Inventory Coordinator attaches a demand proposal to the stock request it concerns. The proposal records the model version, generation date, proposed units and confidence percentage. These details let the Inventory Reviewer identify which recommendation is being considered and compare it with the supporting evidence available for that request.

The proposal moves from Draft to Submitted when the coordinator is ready for an independent decision. The submitted revision is the scope under review. Approval records the reviewer’s decision on the recommendation; a stock request still needs its own operating authorization before a receipt, reservation or issue is carried out.

How the work is organized

  • Identify the forecast evidence. Record the actual model version and generation date with the proposed quantity. Keep the recommendation linked to the correct request and organization so the reviewer can inspect its item and location context.
  • Submit the intended revision. The Inventory Coordinator submits the prepared proposal with its supporting evidence. Changes to the quantity or model context need to be resolved through the review procedure before relying on an earlier decision.
  • Record an independent decision. The Inventory Reviewer approves, rejects or returns the submitted proposal with a reason. Preserve the reviewed revision and operation identity so the coordinator can explain the outcome later.

What to agree during setup

Choose the forecast source and agree how its model version, generation date and confidence information reach the proposal. Define which current stock and demand evidence the reviewer should compare with the recommendation. The customer supplies the interpretation of the model’s confidence measure and the criteria for considering its output.

Agree how a changed recommendation is submitted and how a returned proposal is corrected. Keep the person preparing it separate from the person making the independent decision. Establish how the reviewer relates the decision to the proposal when several revisions have been considered under the same stock request.

Check the handoff on an actual case

Use a pilot stock request for a named item and storage location. The Inventory Coordinator records a forecast recommendation with its actual model reference, generation date and quantity. The Inventory Reviewer compares that recommendation with the current posted stock and active claims, then returns it if the evidence needs clarification.

Correct the supporting context and submit the current revision. After approval, inspect the decision reason and the related request. Confirm that no stock effect is inferred solely from the approved recommendation. The coordinator should be able to show how the proposal influenced the request while the Warehouse Operator can identify the separate authorization and physical evidence required for execution.

What your team sees

  • Pending Demand Proposals — Forecast recommendations in preparation or awaiting a decision, with model and quantity context.
  • Forecast Approval Inbox — Submitted proposal revisions ready for independent review.
  • Demand Proposal Register — The pending proposal register with its organization, revision and recorded decision date.

Follow the work through

Use forecast to authorized request, then continue with inspected receipt and movement when the authorized physical work is ready.

What it keeps track of

Data model
Demand proposals
ML forecast reorder proposals attached to a stock request revision
Stock requests
Operational stock request or replenishment case with lifecycle and revision
Review decisions
Independent reviewer approve, reject or return decisions per revision
Record attachments
Uploaded evidence files with visibility scope on a stock request
Operation receipts
Idempotent operation receipts recording the persisted result of each guarded action

Who uses it

Permissions
Inventory Coordinator
, Inventory Reviewer, Warehouse Operator, Auditor, Admin.
Inventory Coordinator
Prepares the proposal, Inventory Reviewer decides independently, and authorized colleagues follow the resulting operating context.

Set up SCM with AI Replenishment your way.

Start free, then use Proto to change fields, steps and approvals before your team goes live.

How to get started