Warehouse management software controls and tracks inventory throughout receiving, storage, picking, packing, shipping, and returns. It records warehouse movements in real time and guides teams through operational workflows. A WMS can also connect with scanners, RFID devices, robotics, ERP systems, and carrier platforms.
SUPPLY CHAIN & LOGISTICS SOLUTIONS
IoT-Powered Warehouse Management Software That Moves Inventory Faster
Clustox builds custom WMS platforms that connect real-time inventory tracking, automated picking, RFID/barcode scanning, and IoT systems to reduce manual work, improve order accuracy, and keep warehouse operations moving.
Chosen By Leading Companies
Teams and products that build, innovate and grow with Clustox.
What We Build
Warehouse Management Solutions Built Around Your Operations
We build purpose-built WMS platforms around your warehouse layout, inventory model, fulfillment rules, and operational priorities to give teams greater control from receiving to dispatch.
What's IncludedInbound Receiving
Inventory Control
Putaway and Slotting
Picking and Packing
Order Fulfillment
Yard and Dock Management
We connect warehouse workflows with robotics and automated picking systems to reduce manual handling, coordinate tasks, and improve fulfillment efficiency.
What's IncludedPicking Workflow Automation
AMR and AGV Integration
AS/RS Connectivity
Pick-to-Light Systems
Voice Picking
Task Orchestration
We implement barcode and RFID tracking systems that capture inventory movements across receiving, storage, picking, and dispatch for better visibility and traceability.
What's IncludedBarcode Scanning
RFID Tagging
Location Tracking
Cycle Counting
Batch and Serial Tracking
Stock Reconciliation
We integrate connected sensors that monitor storage conditions, equipment performance, asset movement, and warehouse activity through real-time alerts and dashboards.
What's IncludedEnvironmental Sensors
Temperature and Humidity Monitoring
Equipment Telemetry
Asset Movement Tracking
Threshold Alerts
Real-Time Dashboards
We connect your WMS with ERP, EDI, order management, carrier, and commerce platforms to keep inventory, orders, shipments, and partner data synchronized.
What's IncludedERP Connectivity
EDI Workflows
Order Management Integration
Carrier and Shipping APIs
Marketplace Synchronization
Accounting System Integration
We turn warehouse data into actionable insights and forecasts that help teams plan inventory, labor, space, and replenishment more effectively.
What's IncludedInventory Analytics
Demand Forecasting
Labor Planning
Space Utilization
Replenishment Insights
KPI Dashboards
We build purpose-built WMS platforms around your warehouse layout, inventory model, fulfillment rules, and operational priorities to give teams greater control from receiving to dispatch.
What's Included
Inbound Receiving
Inventory Control
Putaway and Slotting
Picking and Packing
Order Fulfillment
Yard and Dock Management
Modern Solutions
Modern Technologies Powering Connected Warehouse Operations
We combine cloud-native architecture, IoT, automation, AI, and real-time data technologies to build WMS platforms that stay responsive, connected, and ready to scale.
Real-Time Task Coordination
Equipment Control Integration
Workflow Sequencing
Conveyor and Sortation Control
Operational Exception Handling
AMR and AGV Coordination
AS/RS Integration
Robotic Picking Workflows
Fleet and Task Orchestration
Human-Robot Workflow Management
Barcode and QR Code Scanning
RFID Tag and Reader Integration
Batch and Serial Tracking
Location-Based Inventory Updates
Automated Stock Validation
Sensor and Gateway Integration
MQTT Device Communication
Temperature and Humidity Monitoring
Equipment Telemetry
Real-Time Alerts and Thresholds
ABC Slotting Rules
Velocity-Based Placement
Multi-Bin Allocation
Safety Stock Modeling
Re-Slotting Simulations
Dock Appointment Scheduling
Gate Entry and Exit Tracking
Yard Inventory Visibility
Trailer and Container Tracking
Dock Assignment Optimization
ERP Data Synchronization
EDI X12 and EDIFACT Workflows
TMS and Carrier Connectivity
Order and Shipment Status Updates
API-Based System Integration
Real-Time KPI Dashboards
Inventory Turnover Analysis
Order Cycle Time Tracking
Labor Productivity Reporting
Capacity and Throughput Forecasting
Client Results
Shipped. Scaled. Sustained.
Production-grade engineering outcomes delivered across healthcare, fintech, SaaS, eCommerce, AI, and logistics.
Agritech AI
Predictive Crop Health Monitoring Platform
Built an AI-powered crop monitoring platform using multispectral imaging, CNN-based disease detection, and NDVI analysis to identify plant stress earlier.
38%
Earlier crop stress detection
02
Voice AI
03
SaaS Platform
04
Healthcare AI
05
Headless E-Commerce
Agritech AI
Predictive Crop Health Monitoring Platform
Built an AI-powered crop monitoring platform using multispectral imaging, CNN-based disease detection, and NDVI analysis to identify plant stress earlier.
38%Earlier crop stress detection
Voice AI
Real-Time Multilingual Call Center Assistant
Developed a low-latency voice AI assistant with real-time transcription, speaker detection, and intent classification across multiple languages.
500msReal-time transcription latency
SaaS Platform
Multi-Tenant Workflow Automation Engine
Architected a scalable workflow engine with tenant-isolated rules, event-driven automation, and Kubernetes-based horizontal scaling.
3xFaster workflow processing
Healthcare AI
HIPAA-Compliant Patient Intake System
Built a secure patient intake platform with HL7/FHIR interoperability, eligibility automation, and encrypted PHI handling.
45%Reduction in manual intake work
Headless E-Commerce
High-Throughput Storefront & Subscription Billing Portal
Deployed a headless Shopify storefront with recurring subscriptions, automated shipping workflows, and scalable customer order management.
220%Increase in subscription retention
Industry Recognition
Our commitment to excellence is backed by industry-recognized certifications, global awards, and trusted partnerships that validate our quality, credibility, and consistent performance across projects.
Certifications
AWS Cloud Practitioner
Certifications
HashiCorp Terraform Associate
Certifications
AWS Certified Professional
Certifications
AWS Solutions Architect
Certifications
AWS Sysops Administrator
Certifications
Certified DevOps Practitioner
Certifications
AWS Cloud Practitioner
Certifications
AWS Cloud Practitioner
Certifications
HashiCorp Terraform Associate
Certifications
AWS Certified Professional
Certifications
AWS Solutions Architect
Certifications
AWS Sysops Administrator
Certifications
Certified DevOps Practitioner
Certifications
AWS Cloud Practitioner
Awards
Clutch Champion Spring 2024
Awards
Top Software Developers 2025
Awards
ITFirms Top Web Development Company 2025
Awards
Top AI Company By TopAppFirms
Awards
Top Generative AI Company 2024
Awards
Top App Development Company By AppFutura 2025
Awards
Certified Mobile App Company By Firmstalk
Awards
Top Blockchain Companies By Firmstalk 2025
Awards
Top Mobile Game Developers
Awards
Top React Native Development Company
Awards
Top Web Design Companies Techreviewer 2023
Awards
Top CyberSecurity Company By Clutch 2025
Awards
Top QA & Software Testing Companies 2024
Awards
Clutch Champion Spring 2024
Awards
Top Software Developers 2025
Awards
ITFirms Top Web Development Company 2025
Awards
Top AI Company By TopAppFirms
Awards
Top Generative AI Company 2024
Awards
Top App Development Company By AppFutura 2025
Awards
Certified Mobile App Company By Firmstalk
Awards
Top Blockchain Companies By Firmstalk 2025
Awards
Top Mobile Game Developers
Awards
Top React Native Development Company
Awards
Top Web Design Companies Techreviewer 2023
Awards
Top CyberSecurity Company By Clutch 2025
Awards
Top QA & Software Testing Companies 2024
Emerging Technologies We Use to Build Smarter Warehouses
Clustox applies AI, computer vision, digital twins, and autonomous robotics to help warehouses predict demand, validate inventory, test operational changes, and coordinate movement intelligently.
AI-Powered Demand & Inventory Forecasting
Machine learning analyzes order history, seasonality, and external signals to improve demand planning, replenishment, labor allocation, and stock availability.
Computer Vision Quality & Inventory Inspection
Vision models verify labels, barcodes, item counts, packaging condition, and picking accuracy without adding more manual checks.
Digital Twin Warehouse Simulation
Virtual warehouse models help teams test layouts, material flows, staffing plans, and automation scenarios before changing physical operations.
Autonomous Mobile Robot Fleet Orchestration
Intelligent orchestration connects AMRs and AGVs with WMS workflows to assign tasks, optimize routes, manage traffic, and coordinate warehouse movement.
Why Choose Clustox to Build Your Warehouse Management System?
Clustox builds WMS platforms for the pressures of live warehouse operations, where inventory moves constantly, devices must stay connected, and every delay affects fulfillment. We bring software, automation, and data together into one dependable operational system.
- Engineering across scanners, RFID, PLCs, IoT sensors, robotics, and enterprise platforms
- Cloud-ready architecture designed for peak volumes, multi-site operations, and continuous availability
- Structured discovery, testing, deployment, and optimization aligned with your warehouse workflows
Tech Stack
The Technology Stack for Connected Warehouse Operations
We combine warehouse hardware standards, automation protocols, cloud infrastructure, and modern application frameworks to build WMS platforms that integrate reliably and scale with operational demand.
GS1 Barcode Standards
RAIN RFID and EPC Gen2
Zebra DataWedge and SDKs
MQTT
OPC UA
Modbus TCP
EDI X12 and EDIFACT
ROS 2
What Clients Value About Working With Clustox
4.5
Google · 99 Reviews
4.8
Clutch · 16 Reviews
5.0
Firmstalk · 20 Reviews
“Everything worked well for us.”
C&
CEO & Founder
Ads Management Platform
“Incredible team. Delivered on time and the code quality was outstanding. Will definitely work with them again.”
HS
Hassan S.
Tech Consulting Co.
“Exceptional work on our SaaS dashboard. The attention to UX details was impressive and the delivery was on schedule.”
NC
Nathan Clarke
SaaS Analytics Co.
“The team had a great attitude. They always quickly recognized issues and made appropriate steps to make them right.”
FC
Former CEO
AlphaQ Ltd
“Clustox built our MVP in record time. They understood our vision and executed flawlessly.”
SB
Saad B.
Early-Stage Startup
“Clustox helped us scale our infrastructure to handle 10x traffic. Their DevOps expertise is unmatched.”
LB
Laura Bennett
Cloud Infrastructure Co.
“The communication between the teams is excellent and they are more than just developers.”
DO
Director of Social Emotional Learning
Urban Assembly
“Very professional team with deep technical knowledge. Communication was seamless throughout.”
EJ
Edward J.
Software Development Firm
“Great team to work with. They handled complex integrations with ease and kept us informed at every step.”
RM
Ryan Mitchell
Systems Integration Co.
“Clustox was always willing and able to move quickly to make the necessary changes.”
C
CEO
Telbee Group Ltd
“Best software partner we've worked with. Transparent, skilled, and genuinely invested in our success.”
JM
James Morrison
B2B Software Co.
“The AI feature they built for us increased our user engagement significantly. Truly transformative work.”
CH
Catherine Hughes
AI Product Co.
“Their ability to translate our vision and requests into a website that is better than we could have imagined.”
C&
CEO & Founder
alvee
“They transformed our outdated platform into a modern, scalable system. Absolutely recommend.”
SW
Sophia Williams
Platform Modernization Co.
“We struggled with a legacy system for years. Clustox modernized it in months without any downtime.”
OS
Oliver Scott
Legacy Modernization Co.
“Clustox is a knowledgeable team that delivers very well.”
VO
VP of Engineering
SaaS Provider
“Outstanding engineers. They were proactive, communicated clearly, and delivered a world-class product.”
MB
Michael Brown
Product Development Co.
“Their engineers integrated seamlessly with our in-house team. Felt like a true extension of our company.”
MF
Megan Foster
Enterprise Engineering Co.
“During crunch time of the project, their resources spend extra time to fulfill our project needs.”
FS
Former Senior Middleware Analyst
Ooredoo Qatar
“The team at Clustox exceeded our expectations at every stage. Our users love the new experience.”
ET
Emma Thompson
Consumer App Co.
“Delivered a high-performance mobile app that our customers love. The process was smooth from start to finish.”
DH
David Hartley
Mobile App Co.
“Their integrity, technical expertise, and leadership principles were strong.”
DO
Director of Business Analytics
Analytics Hub
“Reliable, fast, and highly skilled. Clustox is the go-to partner for any serious software project.”
RD
Robert Davis
Enterprise Solutions Co.
“Transparent pricing, expert engineers, and a product we're proud of. Clustox delivers on every front.”
SR
Samantha Reed
Digital Product Co.
“They run a tight ship at Clustox. They have a hunger for getting things right.”
C&
Co-Founder & COO
Health Tech Company
“We were amazed by the speed and quality. Clustox delivered exactly what we envisioned — and more.”
OM
Olivia Martinez
Digital Agency Co.
“The team took full ownership of our product roadmap. Results spoke for themselves — 3x growth in 6 months.”
BW
Benjamin Walker
Growth Tech Co.
“The utmost inspiring thing would be their commitment and assistance given to numerous clients.”
ME
Marketing Executive
IREP Global
“A genuinely trustworthy partner. They treated our project like their own product.”
WA
William Anderson
Product Innovation Co.
“Clustox's AI consulting gave us a clear roadmap. Now we're shipping AI features our competitors can't match.”
JM
Jessica Morgan
AI Strategy Co.
“We're impressed with their layout of all possible angles and the efficient design of the features.”
C
CEO
AVI Global
“We were very satisfied with their services.”
MD
Managing Director
Remote Hiring Platform
“Clustox delivered on time, and they were very responsive, kind, and open-minded.”
VO
VP of Operations
IdeaPros
“They certainly proved their worth in trust and ownership of the project.”
C&
Co-Founder & CEO
Flare Business Center
“The team hasn’t let us down throughout our partnership.”
F&
Founder & CEO
Healthcare Digital Startup
“I instantly got the feeling of honesty, fortitude, modernization, and pleasantness from these folks.”
C
CTO
Telbe
“Everything worked well for us.”
C&
CEO & Founder
Ads Management Platform
“Incredible team. Delivered on time and the code quality was outstanding. Will definitely work with them again.”
HS
Hassan S.
Tech Consulting Co.
“Exceptional work on our SaaS dashboard. The attention to UX details was impressive and the delivery was on schedule.”
NC
Nathan Clarke
SaaS Analytics Co.
“The team had a great attitude. They always quickly recognized issues and made appropriate steps to make them right.”
FC
Former CEO
AlphaQ Ltd
“Clustox built our MVP in record time. They understood our vision and executed flawlessly.”
SB
Saad B.
Early-Stage Startup
“Clustox helped us scale our infrastructure to handle 10x traffic. Their DevOps expertise is unmatched.”
LB
Laura Bennett
Cloud Infrastructure Co.
“The communication between the teams is excellent and they are more than just developers.”
DO
Director of Social Emotional Learning
Urban Assembly
“Very professional team with deep technical knowledge. Communication was seamless throughout.”
EJ
Edward J.
Software Development Firm
“Great team to work with. They handled complex integrations with ease and kept us informed at every step.”
RM
Ryan Mitchell
Systems Integration Co.
“Clustox was always willing and able to move quickly to make the necessary changes.”
C
CEO
Telbee Group Ltd
“Best software partner we've worked with. Transparent, skilled, and genuinely invested in our success.”
JM
James Morrison
B2B Software Co.
“The AI feature they built for us increased our user engagement significantly. Truly transformative work.”
CH
Catherine Hughes
AI Product Co.
“Their ability to translate our vision and requests into a website that is better than we could have imagined.”
C&
CEO & Founder
alvee
“They transformed our outdated platform into a modern, scalable system. Absolutely recommend.”
SW
Sophia Williams
Platform Modernization Co.
“We struggled with a legacy system for years. Clustox modernized it in months without any downtime.”
OS
Oliver Scott
Legacy Modernization Co.
“Clustox is a knowledgeable team that delivers very well.”
VO
VP of Engineering
SaaS Provider
“Outstanding engineers. They were proactive, communicated clearly, and delivered a world-class product.”
MB
Michael Brown
Product Development Co.
“Their engineers integrated seamlessly with our in-house team. Felt like a true extension of our company.”
MF
Megan Foster
Enterprise Engineering Co.
“During crunch time of the project, their resources spend extra time to fulfill our project needs.”
FS
Former Senior Middleware Analyst
Ooredoo Qatar
“The team at Clustox exceeded our expectations at every stage. Our users love the new experience.”
ET
Emma Thompson
Consumer App Co.
“Delivered a high-performance mobile app that our customers love. The process was smooth from start to finish.”
DH
David Hartley
Mobile App Co.
“Their integrity, technical expertise, and leadership principles were strong.”
DO
Director of Business Analytics
Analytics Hub
“Reliable, fast, and highly skilled. Clustox is the go-to partner for any serious software project.”
RD
Robert Davis
Enterprise Solutions Co.
“Transparent pricing, expert engineers, and a product we're proud of. Clustox delivers on every front.”
SR
Samantha Reed
Digital Product Co.
“They run a tight ship at Clustox. They have a hunger for getting things right.”
C&
Co-Founder & COO
Health Tech Company
“We were amazed by the speed and quality. Clustox delivered exactly what we envisioned — and more.”
OM
Olivia Martinez
Digital Agency Co.
“The team took full ownership of our product roadmap. Results spoke for themselves — 3x growth in 6 months.”
BW
Benjamin Walker
Growth Tech Co.
“The utmost inspiring thing would be their commitment and assistance given to numerous clients.”
ME
Marketing Executive
IREP Global
“A genuinely trustworthy partner. They treated our project like their own product.”
WA
William Anderson
Product Innovation Co.
“Clustox's AI consulting gave us a clear roadmap. Now we're shipping AI features our competitors can't match.”
JM
Jessica Morgan
AI Strategy Co.
“We're impressed with their layout of all possible angles and the efficient design of the features.”
C
CEO
AVI Global
“We were very satisfied with their services.”
MD
Managing Director
Remote Hiring Platform
“Clustox delivered on time, and they were very responsive, kind, and open-minded.”
VO
VP of Operations
IdeaPros
“They certainly proved their worth in trust and ownership of the project.”
C&
Co-Founder & CEO
Flare Business Center
“The team hasn’t let us down throughout our partnership.”
F&
Founder & CEO
Healthcare Digital Startup
“I instantly got the feeling of honesty, fortitude, modernization, and pleasantness from these folks.”
C
CTO
Telbe
Frequently Asked Questions
Explore practical answers about custom WMS features, development costs, timelines, integrations, migration, security, and Clustox’s delivery approach.
A modern WMS should include receiving, putaway, inventory control, slotting, picking, packing, shipping, returns, and operational reporting. Advanced platforms may also support yard management, labor planning, barcode and RFID tracking, automation, and multi-warehouse visibility. The right features depend on the warehouse model and fulfillment requirements.
Custom WMS development costs depend on system scope, warehouse locations, user roles, integrations, automation requirements, and data migration complexity. Hardware connectivity, security controls, mobile applications, and analytics can also affect the investment. Clustox defines the required modules during discovery before preparing a detailed estimate.
A focused WMS MVP may take several months, while a multi-site platform with robotics, IoT, and enterprise integrations typically requires a longer phased delivery. Discovery, workflow mapping, testing, data migration, and employee training influence the timeline. Clustox creates a delivery roadmap based on operational priorities and deployment risk.
A custom WMS is better suited to specialized workflows, complex integrations, unique automation, or long-term scalability requirements. Off-the-shelf software may work for standardized operations that need a faster initial deployment. The decision should consider adaptability, integration effort, ownership, vendor dependency, and total cost over time.
Yes, a modern WMS can connect with ERP, TMS, OMS, EDI, barcode, RFID, IoT, WCS, and robotics platforms. These integrations use APIs, event streams, device gateways, and industry data standards to synchronize inventory and operational events. Proper integration design helps prevent delays, duplicate records, and disconnected workflows.
AI can improve demand forecasting, inventory placement, dynamic slotting, task prioritization, anomaly detection, and predictive maintenance. Machine learning analyzes historical and real-time operational data to identify patterns and recommend actions. Reliable data, monitoring, and human oversight remain essential for production use.
WMS migration begins with auditing existing workflows, integrations, inventory data, and reporting requirements. Data is then cleaned, mapped, tested, and transferred through a phased rollout or controlled parallel operation. Clustox can plan the migration around warehouse priorities to reduce operational disruption and protect data accuracy.
Clustox incorporates role-based access, encryption, audit logs, API protection, identity controls, monitoring, and security testing into the WMS architecture. Cloud-ready infrastructure can support increasing transaction volumes, connected devices, and multiple warehouse locations. The final controls are selected according to each organization’s operational and security requirements.
Yes, Clustox can build WMS platforms with centralized visibility and facility-specific workflows, permissions, inventory rules, and integrations. Multi-site architecture helps teams manage operations consistently while retaining local control where needed. Post-launch support can include monitoring, performance improvements, feature expansion, and new system integrations.