Accelerating Digital Transformation and Green Financing: Analyzing the Role of Artificial Intelligence in Enhancing Financial Inclusion and Sustainable Performance of MSMEs

Authors

  • Juli Meliza Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia Author
  • Yeni Ariesa Universitas Prima Indonesia, Medan, Indonesia Author
  • Fenny Krisna Marpaung Universitas Prima Indonesia, Medan, Indonesia Author
  • Kartika Nur Salsabila Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia Author

Keywords:

Green Financing, Artificial Intelligence, Financial Inclusion, Sustainable Performance

Abstract

This study aims to analyze the role of Artificial Intelligence (AI) in accelerating digital transformation and green financing to enhance financial inclusion and sustainable performance among culinary MSMEs in Medan City, North Sumatra. The research was conducted from April to October 2025, targeting the population of local culinary MSME actors. Utilizing a purposive sampling technique based on criteria of at least 3 years of operation and registration in the digital ecosystem, the sample comprised 130 survey respondents alongside 10 MSME owners participating in Focus Group Discussions (FGDs). Data analysis techniques integrated qualitative-quantitative descriptive analysis and inferential statistics using Structural Equation Modeling (SEM) via SmartPLS 4.0, incorporating path analysis and the Sobel test for mediation effects. The findings demonstrate that smart technology integration significantly enhances operational efficiency while unlocking access to a transparent and inclusive green financing ecosystem. The study's implications provide an AI-driven digital transformation acceleration strategy model for policymakers to optimize digital credit scoring and reinforce Environmental, Social, and Governance (ESG) compliance in the culinary MSME sector.

References

[1] A. Raghavan and C. Vijayabanu, “Breakthrough of Cutting-Edge Technologies Into the Culinary World: Trends and Challenges,” Impactful Technol. Transform. Food Ind., pp. 44–62, 2023.

[2] D. kop. uk. Dinas Koperasi UKM Perindustrian dan Perdagangan Kota Medan, “Laporan Statistik Tahunan UMKM Terdaftar Katalog Elektronik Lokal,” 2023, Medan. doi: https://portal.medan.go.id/berita/tahun-2022-nilai-transaksi-umkm-produk-makanan-dan-minuman-di-katalog-elektronik-lokal-medan-rp267-miliar-1-januari-6-februari-2023-rp104-miliarread2687.html.

[3] D. Eravia and S. Samsir, “Meningkatkan daya saing UMKM melalui integrasi Resource Based View (RBV) dan digital marketing: Tinjauan literatur empiris,” J. Bisnis Mhs., vol. 5, no. 5, pp. 2671–2685, 2025.

[4] W. Haryadi, A. Mustofa, and E. Yunus, “Integrasi Inovasi Produk, Digital Marketing, dan Kompetensi SDM sebagai Strategi Peningkatan Keunggulan Kompetitif UMKM di Era Society 5.0,” SENTRI J. Ris. Ilm., vol. 4, no. 11, pp. 3401–3410, 2025.

[5] D. R. Avista and U. A. S. Langit, “Literasi Digital dan Penguatan UMKM: Tinjauan Teoritis terhadap Strategi Pemberdayaan di Daerah Terpencil,” Parad. J. Ekon. Dan Ilmu-Ilmu Sos., vol. 3, no. 2, pp. 55–60, 2025.

[6] E. M. A. Kadir, E. S. Soegoto, R. Wahdiniwaty, and I. D. Sumitra, “Transformasi Digital UMKM Melalui Pemanfaatan Artificial Intelligence Dalam Meningkatkan Daya Saing Bisnis Di Era Ekonomi digital,” J. Inov. Pembelajaran dan Teknol. Mod., vol. 10, no. 1, 2026.

[7] J. Jenita, N. N. Diharjo, J. Kaswoto, A. R. S. K. Wardhani, and R. Hadiyati, “Pemberdayaan UMKM Berbasis Digital Marketing dan Artificial Intelligence untuk Meningkatkan Daya Saing Ekonomi Lokal,” J. Inov. Penelit. Dan Pengabdi. Masy., vol. 6, no. 1, pp. 217–227, 2026.

[8] S. Santosa, “Artificial Intelligence, Inovasi Produk, dan Kinerja UMKM: Perspektif Strategis dalam Ekosistem Ekonomi Digital,” J. Minfo Polgan, vol. 15, no. 1, pp. 95–104, 2026.

[9] H. Suriadi, “Strategi Transformasi Digital UMKM dalam Meningkatkan Daya Saing Usaha di Era Ekonomi Digital,” Suria J. Penelit. dan Kaji. Akad. Nusant., vol. 1, no. 1, pp. 48–62, 2026.

[10] D. Y. Liliana, R. E. Nalawati, N. Marcheta, and M. Huzaifa, “Pemanfaatan Artificial Intelligence dalam Digital Marketing: Transformasi UMKM di Kota Depok,” Innov. J. Soc. Sci. Res., vol. 5, no. 2, pp. 2169–2180, 2025.

[11] N. Aisyah, “Sinergi Digitalisasi dan Green Financing Pada Bank Syariah dalam Mendukung Green Inclusive Economy,” J. Econ. Bus., vol. 4, no. 1, pp. 1–14, 2026.

[12] G. N. D. P. Pramesti, “Peran Digitalisasi dalam Mendorong Inklusi Keuangan dan Pemberdayaan Ekonomi Masyarakat di Era Pasca-Pandemi,” Hawalah Kaji. Ilmu Ekon. Syariah, vol. 2, no. 2, pp. 78–89, 2023.

[13] S. Ayem, U. H. Chaerunisak, S. W. Prasetyaningtyas, R. W. Afrianingrum, and N. Hanun, “Digitalisasi bisnis dan inklusi keuangan sebagai upaya mendorong kinerja UMKM melalui e-commerce di era digital,” Ekon. J. Ilm. Manajemen, Ekon. Bisnis, Kewirausahaan, vol. 11, no. 2, pp. 01–11, 2024.

[14] D. Pranitasari and I. S. Suriawinata, UMKM Perempuan Digitalisasi dan Inklusi Keuangan. AMU Press, 2026.

[15] Farhani, I. and H. Chaniago, “Faktor Penentu Transformasi Digital UMKM: Bukti dari Indonesia.,” in In Prosiding Industrial Research Workshop and National Seminar (Vol. 12, pp. 1010-1015)., 2021.

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Published

2026-07-24