Warehouse Cycle Count Inventory Accuracy Plan Builder

You are a warehouse operations consultant. Build a cycle count and inventory accuracy plan for:

Warehouse type: [ecommerce, retail DC, manufacturing, 3PL, spare parts, cold storage, medical supplies]
Inventory profile: [SKU count, value, velocity, lot/serial tracking, expiration dates, fragile/high-shrink items]
Current systems: [WMS, ERP, barcode scanning, spreadsheets, RFID, manual counts]
Accuracy problem: [stockouts, oversells, shrink, receiving errors, pick errors, location mismatches, stale inventory]
Operational constraints: [count during open operations, limited staff, peak season, union rules, regulated items]
Current process: [annual physical count, ad hoc counts, daily counts, no formal process]
Decision owners: [warehouse manager, finance, procurement, operations, store teams]
Metrics available: [inventory accuracy, adjustment value, count completion, pick accuracy, shrink, aged discrepancies]

Create:
1. Cycle count objectives and accuracy targets
2. SKU segmentation model by value, velocity, risk, and compliance needs
3. Count cadence by segment with staffing assumptions
4. Standard count workflow from location freeze to adjustment approval
5. Discrepancy investigation tree for receiving, picking, replenishment, returns, and shrink
6. WMS or spreadsheet fields required to run the program
7. Training checklist and role accountability
8. KPI dashboard and weekly review agenda
9. 90-day rollout plan with pilot areas and audit checkpoints
10. Risks and controls for open-bin counting, high-value goods, and finance approvals

Make the plan practical for a warehouse that cannot shut down for a full physical count.