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Customer Case Studies by Industry

Explore Bdaitec warehouse automation projects for e-commerce, 3PL warehousing, express logistics, electronics manufacturing, bonded logistics, and fashion fulfillment.

100+
enterprise projects served
5-10x
sorting efficiency improvement
99.9%+
sorting accuracy target
WMS
system integration ready

Find Similar Projects by Industry

Use the filters below to quickly find references close to your warehouse type, order profile, and automation requirement.

HummiSort in operation at China Post’s Nanping Network Operations Center
Customer Case

China Post Nanping — Automated Mail Sorting with HummiSort

Bdaitec HummiSort is now operating at China Post’s Nanping Network Operations Center. It handles fine sorting after the initial sorting stage, directing mail into destination-specific bins for subsequent dispatch preparation.

Postal Logistics
ZTO Cloud Warehouse sorting wall project
Case Study
E-commerce

ZTO Cloud Warehouse - Three-in-One Sorting Wall Layout

A vertical layout combining sorting wall, packing station, and outbound conveyor to support secondary sorting, light-directed packing, and automated outbound flow.

Sorting wallOutbound conveyorPeak fulfillment
Babycare peak season warehouse automation
Case Study
E-commerce

Babycare - Peak Season Fulfillment Automation

Warehouse automation support for a high-volume mother and baby brand during peak promotion periods, improving order handling capacity and process visibility.

Peak seasonOrder fulfillmentProcess visibility
YUMOMO fashion e-commerce sorting project
Case Study
Fashion E-commerce

YUMOMO Fashion Brand - Outbound Efficiency Upgrade

Fashion e-commerce operation using packing stations, conveyors, DWS, and sorting equipment to support high daily shipment volumes.

FashionDWSConveyor sorting
Shanghai Pingwen 3PL warehouse automation
Case Study
3PL

Shanghai Pingwen Logistics - 3PL Fulfillment Capacity

Third-party logistics warehouse project focused on improving outbound capacity, reducing manual sorting pressure, and supporting multi-client order handling.

3PL warehouseOutbound capacityMulti-client
Shandian cloud warehouse automation
Case Study
Cloud Warehouse

Shandian Cloud Warehouse - Intelligent Outbound Flow

Cloud warehouse automation for scalable outbound processing, helping the operation handle large daily order volumes with better process control.

Cloud warehouseOutbound flowScalable capacity
Jike Cloud demonstration warehouse
Case Study
3PL Demo Warehouse

Jike Cloud - Demonstration Warehouse Automation

A reference 3PL warehouse project showing how sorting equipment, order consolidation, and outbound workflows can work together in daily fulfillment.

Demo warehouseOrder consolidationOutbound workflow
Cheetah Israel express sorting system
Case Study
Express Logistics

Cheetah Group Israel - Intelligent Express Sorting

Express logistics project with conveyor line, DWS weighing, automatic labeling, scanning, and intelligent parcel sorting for cross-border parcel operations.

DWSLabelingParcel sorting
Electronics manufacturing sorting automation
Case Study
Electronics Manufacturing

Global Electronics Service Provider - 30-Day Automation Upgrade

Dual-line automation combining a 15-meter sorting wall for inbound sorting and roller DWS conveyor for outbound sorting, delivered within a tight project schedule.

30-day deliverySorting wallDWS conveyor
Shangqiu bonded logistics center automation
Case Study
Bonded Logistics

Shangqiu Bonded Logistics Center - Intelligent Warehouse Upgrade

Bonded logistics center project using AGV robots, DWS weighing, conveyors, and multi-chute sorting to support cross-border warehousing and distribution.

Bonded warehouseAGVDWS sorting

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Technical Insights

Guides and articles for sorting wall selection, conveyor sorting, DWS, and warehouse automation planning.

Separate walking routes versus batch picking and consolidation
Pinned · Updated 2026-08-13
Order Flow

When Every Order Becomes a Separate Walking Route

Separate retrieval from consolidation to reduce repeated travel and create a clearer fulfillment flow.

Conveyor Energy Should Be Measured Per Parcel
2026-09-16

Conveyor Energy Should Be Measured Per Parcel

Measure energy per parcel and per order, and match conveyor operation to demand with zone control, standby modes and variable-speed control.

Technical Insight
Cold-Chain Warehouses Cannot Simply Copy Ambient Conveyor Designs
2026-09-15

Cold-Chain Warehouses Cannot Simply Copy Ambient Conveyor Designs

Cold-chain conveyors must address temperature changes, condensation, identification, hygiene and traceability to maintain stable order flow.

Technical Insight
The Hidden Attack Surface of a Smart Warehouse
2026-09-14

The Hidden Attack Surface of a Smart Warehouse

Warehouse cybersecurity is an operations issue. Plan minimum permissions, audit logs, network segmentation and reconciliation after recovery from the start.

Technical Insight
Does Automation Make a Warehouse Safer?
2026-09-11

Does Automation Make a Warehouse Safer?

Automation reduces manual handling, but safety must be designed into every human-machine handoff with guarding, safe access and clear exception flows.

Technical Insight
Brownfield Automation: Upgrade the Flow Without Rebuilding the Warehouse
2026-09-10

Brownfield Automation: Upgrade the Flow Without Rebuilding the Warehouse

Upgrade existing warehouse flow in phases with modular conveyors, scanning and HummiSort while keeping daily shipping running and leaving room for growth.

Technical Insight
Growth Changes the Warehouse Workload
2026-09-08

Growth Changes the Warehouse Workload

Ecommerce growth changes order mix, picking, consolidation and packing. Connect campaign plans with warehouse capacity before customers click buy.

Technical Insight
Real Throughput Starts with First-Pass Success
2026-09-07

Real Throughput Starts with First-Pass Success

Measure warehouse automation beyond peak PPH: first-pass success, uptime, human assists, accuracy after handoff, and completed orders per hour.

Technical Insight
Inventory accuracy and order accuracy form an end-to-end verification flow
2026-09-04
Technical Insight

Inventory Accuracy Is Not Order Accuracy

Trustworthy stock records and verified outbound execution are different goals. Connect scanning, location control, consolidation, and confirmation for 360-degree accuracy.

Plan warehouse order flow backward from carrier departure
2026-09-03
Technical Insight

A Shipping Cutoff Is a Warehouse Design Problem

Work backward from carrier departure through loading, packing, consolidation, and picking to protect the final hour from becoming a queue.

Reduce unnecessary touches and handoffs per order
2026-09-02
Technical Insight

The Hidden Cost of Touches per Order

Every pick, staging move, consolidation step, check, transfer, and rework adds time, queues, and another opportunity for error.

Warehouse staffing should follow task-level workload
2026-09-01
Technical Insight

Staffing Should Follow Workload

Plan labor around task-level demand, operating peaks, carrier cutoffs, and exceptions—not simply last week's headcount.

Accurate product data supports reliable packing and warehouse automation
2026-08-31
Technical Insight

Product Data Comes Before Packing

SKU dimensions, weight, packaging rules, and barcodes shape cartonization, slotting, picking, consolidation, and dispatch.

Outbound staging is a queue that consumes capacity and time
2026-08-28
Technical Insight

Staging Is a Queue With a Floor Plan

Packed is not finished. Clear order status and release sequencing reduce staging congestion, searching, and repeated checks.

Dynamic slotting updates the warehouse layout from order behavior
2026-08-27
Technical Insight

Slotting Has an Expiry Date

Product velocity and order profiles keep changing. Slotting rules should learn from replenishment, congestion, consolidation, and packing.

From receiving dock to pick-ready inventory
2026-08-26
Technical Insight

Dock-to-Stock Is a Fulfillment KPI

Receiving is complete only when inventory is pick-ready. Inbound handoffs directly affect replenishment, short picks, and fulfillment.

Automation guides repetitive flows while preserving human judgment
2026-08-25
Technical Insight

Automation Should Remove Repetition, Not Human Judgment

Let systems guide repeatable flows so people can focus on quality, exceptions, and improvement.

Throughput compared with the cost of a reliable order
2026-08-24
Technical Insight

Throughput Is Not the Same as Fulfillment Performance

Connect throughput with accuracy, cycle time, rework, and service level to measure the cost of a reliable order.

The complete cost of a warehouse automation project
2026-08-21
Technical Insight

The Cheapest Automation Quote Can Become the Most Expensive Project

Evaluate integration, data, site changes, training, transition losses, maintenance, and other costs beyond the equipment quote.

Different order profiles following different warehouse fulfillment paths
2026-08-20
Technical Insight

Your Warehouse Does Not Have One Order Type. Why Does It Have One Process?

Give single-item, multi-item, urgent, subscription, and promotional orders the simplest suitable fulfillment path.

Warehouse fulfillment process and total cost components
2026-08-19
Technical Insight

The Cheapest 3PL Is Not Always the Lowest-Cost 3PL

Look beyond pick fees to understand the full cost of an accurate, on-time, pack-ready order.

A frontline employee identifying a warehouse bottleneck
2026-08-18
Technical Insight

Your Warehouse Team Knows the Bottleneck. Are You Listening?

Use frontline workarounds to find the operational friction that monthly KPI reports often miss.

Warehouse exception recovery speed
2026-08-17
Technical Insight

Warehouse Scalability Is Measured by Recovery Speed

How batch picking, scan-guided consolidation, and automated put walls maintain predictable fulfillment during demand spikes.

Warehouse automation silos and orchestration
Updated 2026-08-14
Orchestration

More Automation Does Not Automatically Create a Smarter Warehouse

The missing layer is often orchestration across people, software and equipment.

HummiSort normal and exception order flows
Updated 2026-08-13
Exception Management

Automation Is Tested by Exceptions

Normal orders are easy. Exceptions reveal whether the workflow is truly under control.

Return inspection, grading and disposition workflow
Updated 2026-08-12
Reverse Logistics

Returns Are Decisions, Not Storage

Turn every return into a traceable decision—from inspection and grading to restock, repair, liquidation and learning.

A staged automation path starting with HummiSort
Updated 2026-08-11
Modular Automation

Start Warehouse Automation with One Bottleneck

Improve the constrained handoff between batch picking and packing without rebuilding the entire warehouse.

HummiSort item-level video traceability record
Updated 2026-08-10
Video Traceability

When a Parcel Arrives Resealed or Missing an Item

How item-level video records help warehouses verify order contents and clarify responsibility before and after carrier handover.

Warehouse flow from batch picking through scanning and put-wall consolidation
Updated 2026-08-07
Warehouse Flow

Faster Picking Does Not Always Mean Faster Fulfillment

Why optimizing picking alone can move the bottleneck—and how batch picking, scanning, consolidation, and packing should work as one flow.

Single-order and wave picking comparison
Updated 2026-08-06
Wave Picking

Why Isn't Everyone Using Wave Picking?

How wave strategy, scan-guided sorting, and HummiSort connect batch picking with order consolidation and packing.

Warehouse operations as a continuous cycle
Updated 2026-08-04
Technical Insight

Warehouse Operations as a Continuous Cycle

How receiving, put-away, storage, picking, packing, and returns form a continuous operational feedback cycle.

Diverting equipment selection
2026-04-29
Selection Guide

How to Choose Conveyor Diverting Equipment?

Wheel sorter, transfer machine, and arm sorter comparison by speed, angle, layout, cargo type, and budget.

Sorting wall comparison
2026-04-24
Sorting Wall

Electronic Label vs Fully Automatic Sorting Wall

Compare labor savings, speed, accuracy, and application scenarios before choosing a sorting wall configuration.

Sorting wall guide
Complete Guide
Sorting Wall

Smart Sorting Wall Complete Guide

Understand specifications, workflows, applications, and how to evaluate whether a sorting wall fits your operation.

Sorting wall intro
Introduction
Fulfillment

Smart Sorting Wall for Secondary Sorting

Why e-commerce and 3PL warehouses use sorting walls to improve picking, consolidation, and packing efficiency.

Warehouse automation benefits
Industry News
Automation

Four Key Benefits of Warehouse Automation

Reduce labor cost, improve efficiency, increase safety, and ease labor supply pressure in warehouse operations.

Automated warehouse installation
2021-04-09
Installation

Installation Guidelines for Automated Warehouses

Key preparation points for equipment installation, site readiness, safety, and commissioning.

Automation features
2021-04-01
Industry News

Key Features of Automated Warehouses

Why intelligent and efficient automated warehouses are replacing simple storage as logistics requirements grow.

Warehouse inbound preparation
2021-03-31
Technical Guide

Preparation Work Before Warehouse Inbound

Prepare cargo information, equipment, systems, and the site to make inbound storage accurate and efficient.

ASRS automated warehouse
2021-01-20
Technical Guide

Characteristics of Automated Warehouses

Understand the composition, features, and applications of computer-controlled automated storage and retrieval systems.

Automated high-bay warehouse
2020-11-10
Technical Guide

3D Warehouse vs. Traditional Warehouse

Compare storage capacity and operating efficiency between automated high-bay and traditional warehouses.

Future warehouse automation trends
2020-10-21
Industry News

Future Trends in Warehouse Automation

Explore how warehouse automation is becoming more intelligent, flexible, and sustainable across industries.

Warehouse automation impact
2022-03-14
Technical Guide

How Automation Impacts Warehouse Operations (Part 1)

Review automation benefits, applicable processes, and trends that affect warehouse operations and equipment selection.

Warehouse automation systems
2022-03-30
Technical Guide

How Automation Impacts Warehouse Operations (Part 2)

An introduction to WES, pallet and split-case storage, and four-way shuttle applications in automated warehouses.