@is The Best [Accounting Information System & Information Technology Business Enterprise]
Vol 11 No 1 (2026): @is The Best : Accounting Information Systems and Information Technology Busines

A Technopreneurship FrameworkBased on Accounting Information Systems and Machine Learning To Improve the Competitive Advantage of MSMEs

Dony Waluya Firdaus (Universitas Komputer Indonesia, Dipatiukur St. No. 112-116 Bandung, West Java 40132, Indonesia)
Eddy Soeryanto Soegoto (Universitas Komputer Indonesia, Dipatiukur St. No. 112-116 Bandung, West Java 40132, Indonesia)
Tri Utomo Wiganarto (Universitas Komputer Indonesia, Dipatiukur St. No. 112-116 Bandung, West Java 40132, Indonesia)



Article Info

Publish Date
30 Jul 2026

Abstract

Micro, small and medium sized enterprises (MSMEs) play a strategic economic role but face challenges due to limited resources, digital skills, disorganized data and tactical decision-making. The literature regarding technology adoption, entrepreneurial orientation, sustainability and competitive advantage is still fragmented. This is despite the fact that technologies like predictive analytics offer a number of benefits in artificial intelligence (AI) and machine learning (ML). This study proposes an Accounting Information Systems (AIS) and ML-based technopreneurship framework to enhance MSMEs' Sustainable Competitive Advantage. Following PRISMA guidelines using Scopus, a systematic literature review screened 2,578 records, resulting in 69 eligible articles from January 2022-May 2026. Findings reveals three primary issue clusters for MSMEs, these are capacities and resources, digitalisation paradox and Institutional and Environmental Factors. In the conceptual framework offered, the internal and external antecedents are placed as enabling conditions. AI is treated as the data foundation, ML-based predictive analytics is treated as the analytical competence, and AI-ML-based technopreneurship is treated as the primary mechanism for value creation. We propose Business Model Innovation, Organisational Agility, Digital Absorptive Capacity, and Dynamic Competencies as mediating ways through which the competencies can contribute to Sustainable Competitive Advantage and Sustainable Performance. This study contributes to the literature in three ways: theoretical (by incorporating the Technology Organization Environment framework, Resource-Based View, and Dynamic Capabilities View), methodological (by combining a PRISMA-guided SLR with the development of a partial eDSR-oriented framework), and practical (by providing a structured roadmap for the data-driven transformation of MSMEs).

Copyrights © 2026






Journal Info

Abbrev

aisthebest

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering

Description

Jurnal Riset Prodi Komputerisasi Akuntansi Fakultas Teknik Dan Ilmu Komputer, Universitas Komputer Indonesia, yang didirikan pada bulan April 2012. Bergerak dibidang publikasi hasil riset ilmiah dari perpaduan berbagai disiplin ilmu, yaitu: Sistem Informasi Akuntansi, Komputerisasi Akuntansi, Sistem ...