Malcom: Indonesian Journal of Machine Learning and Computer Science
Vol. 6 No. 4 (2026): MALCOM October 2026

Redesigning the Oxygen Gas Distribution Business Process for Process Time Efficiency from Department to Shipping

Hawari, Naufal Abdurrahman (Unknown)
Sinaga, Tuti Sarma (Unknown)
Napitupulu, Humala L. (Unknown)
Ukurta, Ukurta (Unknown)



Article Info

Publish Date
15 Aug 2026

Abstract

Inefficiencies often occur in company operations due to mismatches between business processes implemented in Enterprise Resource Planning (ERP) systems and operational practices. This study aims to improve the business processes of an industrial gas manufacturer that experiences delays in meeting customer needs due to inconsistencies within its ERP system. Business Process Reengineering (BPR) is applied through fundamental rethinking and radical redesign to improve process efficiency. The fundamental rethink stage begins with developing a Business Process Model and Notation (BPMN) model to map the current business process (As-Is), followed by 5W+1H analysis, Root Cause Analysis (RCA), and time study. The radical redesign stage involves developing a proposed business process (To-Be) based on the problems. The results indicate that the main problems are concentrated in the distribution unit, particularly manual communication, duplicate data entry, and limited integration between work units. The time study shows that the initial business process requires an average of 4 hours, 41 minutes, and 39 seconds. The proposed business process reduces the processing time to 3 hours, 37 minutes, and 25 seconds. These results demonstrate that the redesigned process improves operational efficiency by 22.8% and provides an integrated, efficient, and responsive business process

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Journal Info

Abbrev

malcom

Publisher

Subject

Computer Science & IT

Description

MALCOM: Indonesian Journal of Machine Learning and Computer Science is a scientific journal published by the Institut Riset dan Publikasi Indonesia (IRPI) in collaboration with several Universities throughout Riau and Indonesia. MALCOM will be published 2 (two) times a year, April and October, each ...