MERCHANDISING MANAGEMENT SYSTEM: LOGISTICS 1 (PROCUREMENT AND WAREHOUSING) WITH WAREHOUSE LAYOUT FOR MONITORING USING GENERATIVE AI AND BARCODE IDENTIFICATION

Authors

  • Jan Eisen Diokno
  • Ronelio Arañez
  • Renz Cauba
  • Noel Serv Orille
  • Russel Tolentino
  • Mr. Paulo B. Tolentino

Keywords:

logistics management system, warehouse monitoring, procurement, artificial intelligence, barcode identification, real-time inventory, predictive analytics, generative ai

Abstract

The logistics industry continues to face challenges such as inefficient supply chain management, lack of warehouse monitoring, and poor decision-making. This study aims to develop an AI-powered Logistics Management System (LMS) designed to enable real-time warehouse monitoring and address these operational inefficiencies. The system was created for Great Wall Art, a growing wholesale and retail company specializing in locally produced handmade products. The development process involved business process re-engineering, system analysis and design, and prototyping. The system utilized cloud infrastructure, IoT sensors, and data analytics for real-time inventory monitoring. Integration of real-time data included inventory levels, storage conditions, and sector-specific product tracking. The system also aimed to reduce inventory costs and enhance warehouse decision-making capabilities. The system’s user-friendly interface enabled logistics managers to optimize operations and respond quickly to supply and demand changes. Real-time warehouse monitoring enhanced visibility and control, providing a comprehensive solution that significantly improved logistics efficiency and accuracy. The implementation of the LMS demonstrated that a scalable, adaptable, and flexible logistics system can offer a competitive advantage. The integration of generative AI and machine learning enhances predictive analytics and decision-making processes. Future research may explore further applications of AI for automation and intelligent forecasting in warehousing and procurement.

Published

2026-01-13

How to Cite

MERCHANDISING MANAGEMENT SYSTEM: LOGISTICS 1 (PROCUREMENT AND WAREHOUSING) WITH WAREHOUSE LAYOUT FOR MONITORING USING GENERATIVE AI AND BARCODE IDENTIFICATION. (2026). Ascendens Asia Singapore – Bestlink College of the Philippines Journal of Multidisciplinary Research, 7(1). https://ojs.aaresearchindex.com/index.php/aasgbcpjmra/article/view/15831

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