MR.DIY / Home-improvement retail
Real-time store inventory and distribution planning across MR.DIY
Customer deployment reference / SEUIC (Dongji) hardware platform
MR.DIY deployed CRUISE mobile computers for store inventory and warehouse stocktaking across a network described as more than 2,300 stores, using current capture data to improve stock visibility, replenishment and distribution decisions.
Customer context
What had to work on the ground
Manual recording and counting created slow, tiring work with avoidable errors. Different sales patterns across stores also made inventory allocation difficult when warehouse teams lacked current store-level demand and stock data.
Documented solution
The hardware and operating pattern used
The lightweight CRUISE handheld connects barcode capture at the shelf or stockroom with the warehouse and inventory system. Events synchronize in real time so store stock, replenishment requirements and distribution planning use current data rather than delayed manual records.
Hardware platform usedSEUIC CRUISE mobile computer
Operating flow
How this workflow operates
These are the work events that connect the device to the customer process. They are the useful starting point for an equivalent RuggedLayer solution scope.
01 / Receive at store
Scan inbound items and quantities against the expected delivery.
Creates a current store receipt and exposes shortages, overages or damaged labels immediately.
02 / Count the selling floor
Capture shelf and stockroom quantities by location and item.
Replaces delayed manual records with a structured store inventory event.
03 / Resolve variances
Review missing, excess and unrecognized items before approving adjustments.
Prevents a scan mistake or location mix-up from becoming an inventory correction without review.
04 / Replenish the store
Use current stock and sales demand to create a replenishment requirement.
Connects frontline counting to product availability rather than treating it as an isolated audit.
05 / Plan distribution
Aggregate store-level demand for warehouse allocation and transfer decisions.
Balances inventory across a large network using current operating data.
Documented deployment outcomes
What the original deployment achieved
These figures belong to the documented customer deployment. RuggedLayer validates the equivalent workflow, configuration and acceptance criteria before delivering a new project.
Network context
The public case describes deployment support for a network of more than 2,300 stores.
Inventory accuracy
Real-time capture reduces errors and omissions associated with manual records.
Replenishment
Store-level demand data supports more precise inventory allocation and supply-demand balance.
Frontline use
A lightweight handheld simplifies repeated store and warehouse inventory tasks.
RuggedLayer implementation blueprint
How we would deliver this solution for a comparable operation.
The customer result above is the documented reference. The scope below is RuggedLayer's delivery design for a new project: we define the workflow and device layer, review the integration boundary, configure and validate the solution, then hand over a controlled rollout. UROVO and SEUIC (Dongji) supply the authorized hardware platforms.
Primary users
Store receivers, shelf and stockroom teams, inventory controllers, distribution planners and retail IT.
Capture method
Barcode events for receiving, location counts, variance review, replenishment and warehouse stocktaking.
Systems in scope
Store inventory, ERP, WMS, replenishment planning, inter-store transfer, device management and support.
Operating constraints
Large store count, varied label quality, different layouts and demand, shared devices, Wi-Fi differences and rollout consistency.
System architecture and ownership
Four layers from frontline action to system of record.
RuggedLayer owns the agreed solution and device-delivery scope. Customer and software owners retain the production business rules, credentials and authoritative enterprise data unless those responsibilities are explicitly added to the project.
Store workflow application
Role-based flows cover receiving, shelf work, item lookup, counting, replenishment, transfers or mobile checkout without exposing unnecessary back-office functions.
Delivery boundaryRuggedLayer translates store tasks into device and validation requirements; the retailer or ISV owns price, promotion, payment and inventory rules.
Store device layer
Shared handhelds or mobile POS units combine the required barcode, RFID, payment and camera functions with practical holsters, charging and handoff controls.
Delivery boundaryRuggedLayer selects and configures the hardware platform, accessories, capture settings and managed application profile.
Store connectivity
Store Wi-Fi or cellular service synchronizes transactions, inventory events and device status, with queued work for short network interruptions.
Delivery boundaryRuggedLayer proves roaming, reconnect and application recovery on the device; store network remediation is separately scoped.
Retail systems
POS, ERP, WMS, inventory, customer and device-management systems retain the authoritative product, stock, transaction and policy records.
Delivery boundaryRuggedLayer validates the agreed integration points and handover package while the retailer controls production data and commercial logic.
Exceptions and acceptance
Design the failure paths before the happy path goes live.
A useful deployment specification defines what happens when capture, data, connectivity or business rules fail, and it gives the pilot a measurable release gate.
Exception handling
- 01
The received item, quantity or store destination differs from the expected shipment.
Create the approved shortage, overage or wrong-destination record and hold any disputed quantity from automatic availability.
- 02
A count variance exceeds the store approval threshold.
Require recount or supervisor review with the original location, user and timestamp preserved.
- 03
Store and warehouse data conflict during replenishment planning.
Use the authoritative timestamp and status rules, preserve both observations and route unresolved inventory to review.
Pilot acceptance criteria
Store transactions
Receiving, counting, variance and replenishment events reach the correct store and item exactly once.
Label coverage
The representative SKU and packaging label set meets the approved first-read target across shelf and stockroom use.
Planning data
Accepted store events expose the location, quantity, time and status needed for replenishment and allocation.
Repeatable rollout
A new pilot store can be enrolled, configured, trained and supported from the standard deployment kit.
RuggedLayer rollout plan
Move from samples to a supportable operating fleet.
Each phase produces a reviewable project output. Volume deployment starts only after the workflow owner, application owner and RuggedLayer agree that the acceptance criteria have passed.
01 / Discover
A store-task map covering user roles, item and tag types, payment boundary, stock rules, device sharing and support ownership.
02 / Store validation
Configured samples tested on real shelves, racks, labels, applications, peripherals, Wi-Fi and daily charging routines.
03 / Pilot stores
A small representative store group with baseline timings, exception logs, associate feedback and a documented go/no-go review.
04 / Wave deployment
A repeatable store kit, enrollment profile, installation checklist, training package, replacement pool and support route.
Candidate configurations
Devices to include in the first evaluation
The hardware used in the customer reference is shown above. These are additional starting points from the related solution guide; RuggedLayer confirms the exact SKU, region, accessories and application compatibility during validation.
UROVO / Rugged handheld computer
DT50
General-purpose handheld with a replaceable-battery option for mixed store work.View product details
UROVO / Enterprise mobile computer
DT66
Modern full-touch platform for app-first retail workflows.View product details
SEUIC (Dongji) / Touch mobile terminals
CRUISE2
Full-touch mobile terminal option for inventory and store applications.View product detailsRuggedLayer application validation
Adapt this reference to your application and environment.
Share the users, labels or tags, software, country, working conditions and expected volume.