Retail and E-commerce: Supply Chain and Planning

Retail supply chain planners forecast demand, set replenishment quantities, manage purchase orders and balance inventory across distribution centers and stores. Planners work between the planning system, the ERP, vendor portals and large spreadsheets that hold promotion calendars, overrides and supplier constraints. Effort is spent consolidating data from these sources and adjusting plans after supplier or demand changes.

Retail and E-commerce Supply Chain and Planning

Supply Chain and Planning in Retail and E-Commerce

Retail supply chain planners forecast demand, set replenishment quantities, manage purchase orders and balance inventory across distribution centers and stores. Planners work between the planning system, the ERP, vendor portals and large spreadsheets that hold promotion calendars, overrides and supplier constraints. Effort is spent consolidating data from these sources and adjusting plans after supplier or demand changes.

30
Inventory planners analyzed
2,055
Replenishment plans analyzed
17,954
Events captured
5
Opportunities ranked
Retail and E-commerce Supply Chain and Planning: Process Inventory
Process Inventory

Example product views. Figures shown are illustrative.

What Pyze Measures

  • Elapsed and hands-on time per planning stage
  • Application sequence between the planning system, ERP, vendor portals and spreadsheets
  • Manual override and rework patterns by category
  • Workload distribution across planners and planning cycles

Typical Findings

  • Planners export forecasts from the planning system into spreadsheets, apply adjustments and key results back into the ERP.
  • Purchase orders are created from approved plans through a consistent set of ERP screens.
  • Supplier confirmations and delivery date changes arrive by email and are applied to the plan by hand.

What the Opportunity Register Supports

  • The opportunity register supports integrating override and promotion data into the planning system.
  • The register identifies purchase order entry and supplier follow-up as candidates for automation and AI agents.
  • Findings support standardizing planning workflows across merchandise categories.

Example Opportunities

  • 1.Promotion and Override Adjustments Maintained in Spreadsheets Integration Automate
  • 2.Supplier Confirmation Follow-Up by Email AI Agent Agentify
  • 3.Purchase Order Entry from Approved Replenishment Plans RPA Automate
  • 4.Store Allocation Changes Coordinated Through Chat UX Simplify
  • 5.Different Planning Workflows Across Merchandise Categories Standardization Standardize

See This on Your Own Work

A measured baseline before anything changes, then a priced and owned list of what to do about the gaps.