Walmart SQEP defects are not subjective judgments, and they are not applied at the time a purchase order is created or when a truck is dispatched.
They are used after freight enters Walmart’s inbound network, based on what is physically and digitally observed during receiving and post-receiving processing.
Below is the whole process explained step-by-step.
Although Walmart SQEP defects are recorded at receiving, evaluation begins earlier during Confirm Shipment and routing execution.
Suppliers are responsible for:
Accurate Confirm Shipment data
Correct cube, weight, pallet count, and loading method
Execution exactly as instructed in the Routing Status
When shipment data is incorrect at this stage:
Routing optimization may fail
Incorrect equipment or appointment times may be assigned.
Receiving expectations may not align with physical freight
These upstream issues frequently lead to downstream SQEP defects, even when packaging appears compliant.
SQEP defects are applied when freight is presented for unloading at the distribution center.
Upon receiving, Walmart associates evaluate:
Load safety and stability
Pallet condition and build
Label and barcode visibility
Segregation and SKU accuracy
General receivability
If freight cannot be unloaded using standard dock procedures, a SQEP failure is triggered. Inbound freight is expected to be ready for unloading without intervention.
Any deviation introduces labor and risk that SQEP is designed to measure.
Rework is one of the most misunderstood aspects of SQEP.
If Walmart associates must:
Rewrap pallets
Restack or rebuild loads
Relabel cases
Separate mixed SKUs
Manually count cases
Stabilize unsafe pallets
A defect is recorded.
Freight may still be received and moved into inventory. That does not negate the defect. SQEP measures the effort required to receive freight, not the outcome.
SQEP defects are not always applied on a per-purchase-order or per-shipment basis.
Defects may be recorded at:
Case level
Pallet level
Load level
For example:
Ten cases with unreadable barcodes can generate ten defects
One unstable pallet can generate a pallet-level defect.
A mixed pallet may result in multiple segregation defects
Suppliers are accountable for how freight is physically built and presented, not simply whether it ultimately reaches stores.
Barcodes and labels are evaluated as freight enters receiving and automated handling systems.
If barcodes:
Are missing
Cannot be scanned
Are covered by stretch wrap
Do not match item setup.
Automation stops, and manual processes begin.
At that point:
A barcode defect is logged
Rework labor is recorded.d
Additional handling may result in further defects
Accurate identification is foundational to inbound flow.
SQEP does not separate digital errors from physical execution.
When ASN or Confirm Shipment data is incorrect:
Receiving associates must manually verify quantities.
Freight may be held or reprocessed.
Inventory accuracy is a compromised.
Even when boxes and pallets are physically compliant, data mismatches create SQEP defects because they force manual intervention.
Routing Status instructions are enforced as part of SQEP.
If a supplier:
Uses an incorrect carrier
Ships outside the assigned pickup window
Loads freight incorrectly as floor-loaded instead of palletized
The shipment introduces inefficiency into transportation and receiving operations.
These deviations:
Require re-optimization
Causes missed or delayed pickups.
Increase labor and carrier costs.
SQEP defects are applied because the shipment was not executed as instructed.
Not all SQEP defects are finalized at the dock.
After receiving, Walmart may:
Review rework labor
Analyze accessorial charges
Evaluate repeated non-compliance
Identify network disruptions
When additional cost is confirmed, post-audit claims are issued. This is why some SQEP-related deductions appear weeks after delivery.
Suppliers are often surprised by SQEP defects because shipments are accepted, stores are replenished, and no immediate rejection occurs. From a supplier perspective, the delivery appears successful.
SQEP evaluates a different outcome. It does not measure acceptance. It measures the level of intervention required to make acceptance possible. When freight requires additional handling at any point, SQEP records a failure.
Once a defect is applied, the financial impact follows. Rework labor is logged, handling costs are calculated, and accessorial charges may be passed back to the supplier. In cases where cost is confirmed after receiving, post-audit claims are issued.
SQEP defects are the operational trigger. Chargebacks and deductions are the financial outcome.
SQEP defects are part of Walmart’s inbound quality measurement, but the financial impact of those defects is managed through deduction and dispute workflows. These workflows run in parallel with ongoing inbound operations and require consistent attention, accurate documentation, and timely execution.
Even suppliers with strong packaging, routing, and data controls encounter deductions tied to receiving interpretation differences, data mismatches, or system-related issues. Managing these deductions is an operational requirement, not an exception process.
Effective SQEP management requires:
Collecting invoices, purchase orders, ASNs, and proof of delivery
Aligning physical receiving outcomes with shipment, routing, and item setup data
Submitting disputes through Walmart portals within the required timelines
Monitoring case status, responses, and resolution trends
As SQEP enforcement increases, the volume of deductions and the complexity of dispute requirements also increase. Manual processes make it difficult to maintain consistency, especially across multiple facilities, SKUs, or business units.
iNymbus supports suppliers by automating SQEP-related deduction and dispute workflows. Using Robotic Process Automation, iNymbus helps standardize documentation collection, submission, and tracking across Walmart programs.
iNymbus enables:
By automating these workflows, suppliers reduce manual effort, improve recovery consistency, and maintain control over SQEP-related financial exposure while inbound operations continue at scale.