Journal of Digital Technology and Computer Science
Vol. 3 No. 2 (2026): April 2026

AI-Assisted Barcode Inventory Management for Plantation Warehouse Operations in a Desktop Environment

Bintang Florentina Aruan (Institut Teknologi Sawit Indonesia, Medan, Indonesia)
Ritna Wahyuni (Institut Teknologi Sawit Indonesia, Medan, Indonesia)
Ratu Mutiara Siregar (Institut Teknologi Sawit Indonesia, Medan, Indonesia)



Article Info

Publish Date
17 Jul 2026

Abstract

Purpose – This study aims to Development of a Desktop-Based Warehouse Inventory Management Application with Barcode Technology Integration Methods – The study used a Research and Development approach with the Waterfall development model. Data were collected through literature study, observation, and interviews, while system functions were validated using Black Box Testing. Findings – The developed application supports item data management, category, unit, warehouse location, incoming goods, outgoing goods, stock adjustment, inventory reporting, minimum stock alerts, and an Inventory AI Assistant as a supporting database-search feature. The testing results indicate that the main functions run according to the planned scenarios. Research implications – The system can serve as an initial solution to support more orderly and traceable inventory administration in a plantation warehouse environment. Originality – This study positions barcode as an item-identification mechanism in a local desktop application and includes an Inventory AI Assistant that is limited to database-based information retrieval.  

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Journal Info

Abbrev

DTCS

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering

Description

Digital Technology and Socio-Technical Innovation, including the design, development, implementation, and evaluation of digital solutions, platforms, applications, and infrastructures that support modern socio-technical systems, digital transformation, and technology-enabled services. Computer ...