AUX Group / Home-appliance manufacturing
MES-connected shop-floor data capture at AUX Group
Customer deployment reference / SEUIC (Dongji) hardware platform
AUX Group used AUTOID Q9 Pro terminals as the shop-floor data-collection interface for production reporting, material movements, process tracking, quality inspection and warehouse inventory.
Customer context
What had to work on the ground
Repeated barcode reads, short battery life and insufficient durability disrupted high-intensity, multi-shift production work.
Documented solution
The hardware and operating pattern used
The AUTOID Q9 Pro connects to the MES workflow, combining a dedicated scanning engine with battery capacity intended to support continuous production data collection.
Hardware platform usedSEUIC AUTOID Q9 Pro industrial mobile terminal
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 / Report production
Capture work events at the shop floor through the MES data-collection interface.
Moves reporting from delayed or repeated manual entry into the live production workflow.
02 / Track materials
Read materials during inbound and outbound movement.
Connects material status to production and warehouse decisions.
03 / Trace process and quality
Capture process-tracking and quality-inspection events.
Links the scanned item to its production and quality history.
04 / Support shifts
Use a device profile suited to high-intensity, multi-shift operation.
Avoids device battery and scan reliability becoming a line-side bottleneck.
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.
Overall efficiency
More than 30% improvement after the production workflow was updated.
Shift continuity
Uninterrupted two-shift operation for high-intensity production.
Capture scope
Production reporting, materials, process tracking, quality inspection and warehouse inventory are included.
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
Production operators, material handlers, quality inspectors, warehouse teams and MES support.
Capture method
Repeated barcode scans for production reporting, material movement, process steps, quality checks and inventory.
Systems in scope
MES, WMS or inventory service, quality records, work-order master data, identity and device management.
Operating constraints
Two-shift operation, high scan frequency, repeated labels, hard floors, battery continuity and shop-floor Wi-Fi.
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.
Operator application
Station-aware screens present the work order, material, operation, quality and exception actions needed at that point in production.
Delivery boundaryRuggedLayer maps the device workflow and validates the production application; the customer or MES owner controls routing and manufacturing rules.
Industrial capture layer
Rugged mobile or fixed capture is selected around code type, distance, surface, lighting, gloves, shift pattern and physical mounting or handling.
Delivery boundaryRuggedLayer owns the agreed device, scanner, accessory, configuration and sample-validation scope.
Plant connectivity
Plant Wi-Fi, private cellular or wired station links carry scan and process events with controlled retry and clear offline rules.
Delivery boundaryRuggedLayer validates device-side connectivity and application recovery; plant radio and server infrastructure remain customer-owned unless separately included.
MES, WMS and quality systems
Enterprise systems remain authoritative for work orders, bills of material, inventory, process history, nonconformance and quality release.
Delivery boundaryRuggedLayer reviews event payloads and integration behavior in scope; the system owner approves production transactions and exception rules.
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
A repeated scan would create a duplicate production or movement event.
Detect the existing transaction key, show its status and prevent a second posting unless an authorized correction is opened.
- 02
Material, operation or quality status does not match the active work order.
Block completion and route the discrepancy to the responsible production or quality role.
- 03
Battery or device health will not cover the remaining shift.
Prompt an approved battery or device swap while preserving user and task state through managed handover.
Pilot acceptance criteria
MES events
Every approved reporting, movement, process and quality action reaches the correct order and item history once.
Scan reliability
The representative label set meets first-read and scan-to-screen targets under line-side handling.
Shift continuity
The approved power and spare-device plan completes the defined two-shift operating profile.
Quality control
Mismatch, duplicate, rework and inspection-failure routes preserve the correct block and audit record.
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 station-by-station event map covering codes, surfaces, cycle time, MES ownership, operators, environment and rework paths.
02 / Line-side validation
Real samples tested at working distance, angle, lighting, gloves, scan frequency, network conditions and shift duration.
03 / Bounded production pilot
One line, station group or warehouse zone with baseline data, controlled fallbacks and production-owner sign-off.
04 / Standardize and deploy
Approved hardware and configuration, station or charging plan, enrollment package, operator training, spares and change control.
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 / Enterprise mobile computers
DT40 Series
Keypad mobile-computer family for repeated industrial data capture.View product details
SEUIC (Dongji) / Keypad mobile terminals
AUTOID 10-DPM
DPM-oriented keypad terminal for demanding marked-code workflows.View product details
SEUIC (Dongji) / Visual readers
X5Pro
Visual reader option for code and inspection-oriented stations.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.