Lab Guide: Omnichannel Inventory Management¶
Placeholder
Fill in product-specific implementation steps before running this track.
Follow this guide to build your omnichannel inventory management solution.
Step 1: Set Up Multi-Location Inventory System¶
Create a unified inventory platform that tracks stock across all locations.
Tasks¶
- Define location types (stores, warehouses, distribution centers)
- Create inventory tracking schema
- Set up real-time synchronization
- Configure location hierarchies
Implementation¶
# Example location schema
Location:
id: string
name: string
type: enum [store, warehouse, distribution_center]
address: object
capacity: integer
active: boolean
# Example inventory schema
Inventory:
product_id: string
location_id: string
quantity_on_hand: integer
quantity_reserved: integer
quantity_available: integer
reorder_point: integer
reorder_quantity: integer
last_sync: timestamp
Expected Output
Step 2: Implement Automated Reordering Logic¶
Set up intelligent reordering based on stock levels and demand patterns.
Tasks¶
- Configure reorder points for each product-location
- Create automated purchase order generation
- Set up supplier integration
- Implement approval workflows
Reordering Logic¶
# Pseudocode for reorder logic
if quantity_available <= reorder_point:
create_purchase_order(
product_id=product_id,
quantity=reorder_quantity,
supplier_id=preferred_supplier,
delivery_location=location_id
)
send_notification(purchasing_team)
Expected Output
Step 3: Build Store Fulfillment Capabilities¶
Enable omnichannel fulfillment options for customers.
Tasks¶
- Implement BOPIS (Buy Online, Pick up In Store)
- Create ship-from-store functionality
- Set up store-to-store transfer workflows
- Build customer notification system
Fulfillment Options¶
graph TD
A[Customer Order] --> B{Fulfillment Option}
B -->|BOPIS| C[Reserve at Store]
B -->|Ship from Store| D[Ship from Nearest Store]
B -->|Standard| E[Ship from Warehouse]
C --> F[Customer Pickup]
D --> G[Store Ships]
E --> H[Warehouse Ships]
Expected Output
Step 4: Create Analytics Dashboard¶
Build visibility into inventory performance and trends.
Tasks¶
- Create real-time inventory dashboard
- Implement stock level alerts
- Build turnover rate reports
- Set up demand forecasting
Key Metrics¶
- Stock Levels: Current inventory by location
- Turnover Rate: How quickly inventory sells
- Stockout Rate: Frequency of out-of-stock situations
- Excess Inventory: Slow-moving or obsolete stock
- Forecast Accuracy: Predicted vs. actual demand
Expected Output
Validation & Testing¶
Test Scenarios¶
- Multi-Location Sync
- Update inventory at one location
- Verify sync across all systems
-
Check real-time accuracy
-
Automated Reordering
- Reduce stock below reorder point
- Verify purchase order creation
-
Check supplier notifications
-
Omnichannel Fulfillment
- Place BOPIS order
- Test ship-from-store
- Verify store transfer workflow
Success Criteria¶
- ✅ Inventory syncs in real-time across all locations
- ✅ Automated reordering prevents stockouts
- ✅ All fulfillment options working correctly
- ✅ Analytics provide actionable insights
Troubleshooting¶
Common issues and solutions:
| Issue | Solution |
|---|---|
| Sync delays | Check network connectivity and API rate limits |
| Reorder not triggering | Verify reorder points and logic configuration |
| BOPIS unavailable | Check store inventory and reservation system |
For additional help, refer to the Troubleshooting Guide.
Next Steps¶
Congratulations! You've completed the Omnichannel Inventory Management use case.
- Review key concepts and architecture decisions
- Explore Use Case 1: E-Commerce Product Catalog
- Continue to Lab 201 for advanced features
- Share your experience with the facilitator
Well Done!
You've successfully built an omnichannel inventory management system with automated reordering and multi-location fulfillment capabilities.