Quality Check is a warehouse-facing digital inspection interface that provides warehouse staff with a structured workflow to assess returned items, document their condition, and trigger appropriate resolution actions (refund, partial refund, or denial).
How it works:
Return arrives at warehouse or 3PL facility
Staff searches for return by tracking reference, order ID, or barcode scan
System displays expected items, customer information, and return reason
Staff inspects physical items and selects condition status for each (all good, defect, missing)
Staff sets outcomes – return status, refund decision, restocking approval
Report submits – system automatically triggers refund, inventory update, and customer notification
Integration points:
Connected to e-commerce platform for automatic refund processing
Syncs with your WMS for inventory restocking decisions — only where that is needed. In many setups inventory information comes directly from the e-commerce platform, so no WMS integration is required.
Feeds analytics dashboards for fraud detection and product quality trends
Triggers customer email notifications with return outcomes
Competitive advantages:
All-in-one workflow – Search, inspect, assess, and resolve in single interface (no app switching)
Flexible review workflows – Choose immediate processing or manager approval per case
Integration-ready – Works with major e-commerce platforms and WMS systems out of the box
Comprehensive audit trail – Every assessment timestamped with user accountability for disputes
Photo evidence capture – Document item conditions with integrated image upload
Use Cases & Configuration Scenarios
Use Case 1: Fashion Retailer Reducing Refund Fraud
Business Challenge:
High-volume fashion retailer experiencing £25,000/month in suspected fraudulent returns (wrong items returned, heavily worn items, missing tags). Manual paper-based process provides no documentation for disputes. Warehouse staff inconsistently apply return policies.
Solution:
Implement Quality Check with:
Structured condition assessment (all good / item defect / item missing)
Mandatory photo upload for defect claims over £50
Manager review workflow for all "No refund" decisions
Integration with Shopify for automatic refund processing
Results:
£18,000/month fraud prevention savings (35 fraudulent returns identified and denied per month at £500 average value)
Zero chargebacks lost (Quality Check documentation supports all disputes)
Consistent policy application (100% of returns assessed using same criteria)
Processing time reduced from 5 minutes to 2 minutes per return
ROI: 9:1 (£18,000 saved vs. £2,000 monthly cost)
Use Case 2: Electronics Brand Improving Inventory Recovery
Business Challenge:
Electronics retailer struggling with inventory recovery rate of 55% (45% of returned items not restocked due to unclear quality standards). Warehouse staff unsure which items can be resold vs. clearance vs. disposal. Lost revenue from unnecessary write-offs.
Solution:
Configure Quality Check with:
Clear restocking criteria (approved / not approved with guidance)
Item condition tracking (all good, defect, missing accessories)
Integration with Ongoing WMS for automatic inventory routing
Photo evidence for defect documentation
Results:
Inventory recovery improved from 55% to 78% (23% increase)
£45,000/month revenue recovery from restocking items previously sent to clearance
Reduced processing confusion (warehouse staff confident in restock decisions)
Faster turnaround (approved items back in sellable stock within 24 hours)
Product quality insights (aggregate data revealed supplier defect patterns)
Use Case 3: Multi-Brand Retailer Scaling Warehouse Operations
Business Challenge:
Growing retailer processing 200 returns/day with seasonal peaks to 500/day. Paper-based quality checks create bottlenecks (15-20 minute processing time). Cannot scale warehouse team fast enough for peaks. No visibility into individual warehouse staff performance.
Solution:
Deploy Quality Check with:
Barcode scanning for fast return lookup (3 seconds vs. manual search)
Streamlined workflow for "all good" returns (90 seconds per return)
Exception-based manager review (only 10% of returns escalated)
Parallel processing (5 warehouse staff simultaneously)
Performance analytics per user
Results:
Processing speed: 70 returns per warehouse user per day (3x improvement)
Peak handling without overtime (scaled from 200 to 500 returns/day with same team)
Cost per return reduced from £5 to £1.50 (70% reduction in labour cost)
Consistent quality (structured workflow ensures policy adherence even during peaks)
Staff accountability (performance metrics identify training needs)
Use Case 4: Premium Brand Preventing Partial Refund Disputes
Business Challenge:
Luxury retailer offering partial refunds for minor defects (e.g., 50% refund for item with loose thread). Customer disputes increasing (35% of partial refunds result in escalation). No documentation to support partial refund decisions leads to full refunds to appease customers.
Solution:
Implement Quality Check with:
Detailed report comment field (free-text notes on defect details)
Photo evidence capture (warehouse staff upload images of defects)
Manager review for all "No refund" and partial refund cases
Email templates referencing quality check findings
Results:
Customer disputes reduced from 35% to 8% (photo evidence and clear notes eliminate "he said/she said")
Zero chargebacks on partial refund disputes (Quality Check documentation accepted by payment processors)
Margin protection: £12,000/month (partial refunds upheld instead of full refunds to appease)
Improved customer communication (specific defect descriptions in emails reduce confusion)
Use Case 5: Omni-channel Retailer Managing Multiple Return Locations
Business Challenge:
Retailer with 3 warehouse locations (UK, Germany, Poland) and 15 physical stores processing returns. Inconsistent quality standards across locations (UK warehouse strict, Poland lenient). No centralized visibility into quality checks.
Solution:
Roll out Quality Check across all locations with:
Standardised condition assessment criteria (company-wide training)
Centralised configuration (return violations policy applies to all locations)
Location-based analytics (compare defect rates and restock approvals)
User role management (warehouse managers can review reports from all sites)
Results:
Consistent quality standards across all 18 locations
Centralised visibility (HQ can monitor quality checks from all sites in real-time)
Location performance comparison (identify best practices and training needs)
Reduced inter-location disputes (shared standards eliminate "why did UK approve but Poland deny?")
Scalable to new locations (onboard new warehouse in 1 day with standardised workflow)
The Setup Guide can be found here.