Case Study — WMS · RFID · AI Forecasting · Multi-Location

Intelligent WMS
Inventory & Warehouse

Real-time stock tracking across multi-location warehouses with RFID/barcode hardware integration, AI demand forecasting, and end-to-end order fulfillment workflows.

Architecture visualization
SYSTEM_ARCHITECTURE_V2.4
NODE_SECURE
Multi-Location
Warehouse Support
RFID + Barcode
Hardware Integration
AI-Powered
Demand Forecasting
Real-Time
Stock Visibility
The Challenge

Multi-location businesses were managing inventory through Excel sheets and disconnected point-of-sale systems, leading to stock discrepancies, overstocking of slow movers, and stockouts of fast-moving goods. Manual barcode scanning created errors at every touchpoint in the warehouse workflow.

The Solution

Intelligent WMS connects RFID and barcode hardware directly to a real-time inventory engine. Every movement — goods receipt, putaway, pick, pack, dispatch — is tracked automatically. The AI forecasting layer analyses historical patterns to generate precise reorder points, eliminating both overstocking and stockouts.

Platform Screens
Showcase

Product Showcase

Intelligent WMS Overview
Inventory Control Center
Inventory Intelligence Dashboard
Warehouse Operations Center
Real-Time Inventory Analytics
Inventory Analytics & AI Forecasting
Supplier Intelligence Command Center
Smart Inventory Ecosystem
Features & Tech Stack Overview
🖼️ Screenshot

Intelligent WMS Overview

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Core Capabilities
📦

Real-Time Stock Tracking

Live inventory counts across all warehouse locations — with movement history, bin-level tracking, and instant low-stock alerts.

📡

RFID & Barcode Integration

Native integration with RFID readers and barcode scanners for fast, error-free goods receipt, putaway, and dispatch operations.

🔄

Order Fulfillment Workflows

End-to-end pick, pack, and ship workflows with wave planning, zone routing, and carrier label generation built in.

🤖

AI Demand Forecasting

Machine learning models analyse sales history, seasonality, and supplier lead times to generate accurate reorder recommendations.

🏭

Multi-Location Operations

Manage inventory across multiple warehouses or branches from one control center with inter-location transfer workflows.

📊

Inventory Intelligence Dashboard

Real-time analytics on stock turnover, aging inventory, supplier performance, and fulfillment rates with drill-down views.

Tech Stack
Backend
.NET Core 8
Database
PostgreSQL
Frontend
Angular
Hardware
RFID APIs
Container
Docker
AI Layer
Forecasting Engine

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