PERAN ARTIFICIAL INTELLIGENCE (AI) DALAM TRANSFORMSI SISTEM PENGENDALIAN MANAJEMEN DI ERA DIGITAL
The Role of Artificial Intelligence (AI) in Transforming Management Control Systems in the Digital Era
DOI:
https://doi.org/10.31943/investasi.v12i3.407Keywords:
Artificial Intelligence, Sistem Pengendalian Manajemen, Balanced Scorecard, Era Digital, Systematic Literature ReviewAbstract
Studi ini menelaah secara sistematis peran Artificial Intelligence (AI) dalam mentransformasi Sistem Pengendalian Manajemen (SPM) di era digital. Lingkungan bisnis yang penuh ketidakpastian menuntut SPM untuk bergeser dari mekanisme pelaporan yang bersifat reaktif dan historis menuju sistem yang adaptif dan prediktif. Dengan menggunakan metode Systematic Literature Review (SLR) berparadigma kualitatif, penelitian ini menganalisis 16 artikel ilmiah bereputasi yang diterbitkan pada rentang tahun 2023 hingga 2026. Hasil sintesis literatur mengidentifikasi empat tema utama: (1) otomatisasi analitik memungkinkan evaluasi kinerja dan deteksi anomali secara real-time; (2) evolusi Balanced Scorecard (BSC) menjadi replika digital yang dinamis guna mengoptimalkan proses bisnis internal dan rantai pasok; (3) transformasi peran akuntan manajemen dari pembuat laporan menjadi agen sensemaking strategis ; dan (4) munculnya tantangan tata kelola algoritmik, termasuk dilema etis fenomena black box dan krisis kendali epistemik yang memarginalisasi penilaian manusia. Studi ini menyimpulkan bahwa meskipun AI menawarkan efisiensi optimal, implementasinya harus diposisikan sebagai pendukung (augmenting), bukan substitusi mutlak atas diskresi dan penilaian kualitatif manusia.
Kata Kunci: Artificial Intelligence; Sistem Pengendalian Manajemen; Balanced Scorecard; Era Digital; Systematic Literature Review.
References
Biswas, S. S. N., & Akroyd, C. (2022). Management control systems and the strategic management of innovation. Qualitative Research in Accounting & Management, 19(5), 606-633. https://doi.org/10.1108/QRAM-01-2021-0010
Boedker, C., Chong, K. M., & Mouritsen, J. (2020). The counter-performativity of calculative practices: Mobilising rankings of intellectual capital. Critical Perspectives on Accounting, 72, 102100. https://doi.org/10.1016/j.cpa.2019.102100
Fähndrich, J. (2023). A literature review on the impact of digitalization on management control. Journal of Management Control, 34(1), 9-65. https://doi.org/10.1007/s00187-022-00349-4
Fahrezi, M. (2025). Artificial intelligence integration and the reconfiguration of organizational control systems: A critical literature review. International Journal of Research and Applied Technology, 5(2), 433-438.
Järvenpää, M., Hoque, Z., Mättö, T., & Rautiainen, A. (2023). Controllers' role in managerial sensemaking and information trust building in a business intelligence environment. International Journal of Accounting Information Systems, 50, 100627. https://doi.org/10.1016/j.accinf.2023.100627
Knudsen, D. R., Catasús, B., & Kaarbøe, K. (2025). Epistemic control: A case study on managing relevance in a data-driven organization. Critical Perspectives on Accounting, 102, 102808. https://doi.org/10.1016/j.cpa.2025.102808
Korhonen, T., Selos, E., Laine, T., & Suomala, P. (2020). Exploring the programmability of management accounting work for increasing automation: An interventionist case study. Accounting, Auditing & Accountability Journal, 34(2), 253-280. https://doi.org/10.1108/AAAJ-12-2016-2809
Mahboub, R., & Ghanem, M. G. (2024). The mediating role of knowledge management practices and balanced scorecard in the association between artificial intelligence and organization performance. Cogent Business & Management, 11(1), 2404484. https://doi.org/10.1080/23311975.2024.2404484
Martins, V. V., & Marques, R. P. (2026). The artificial intelligence in management control systems: A bibliometric analysis. Springer Nature, 229-240. https://doi.org/10.1007/978-3-032-10728-2_20
Rizi, L., et al. (2026). Towards a balanced scorecard enhanced by artificial intelligence: New perspectives for the supply chain. International Journal of Research in Economics and Finance, 3(4), 59-77. https://doi.org/10.71420/ijref.v3i4.197
Salijeni, G., Samsonova-Taddei, A., & Turley, S. (2019). Big data and changes in audit technology: Contemplating a research agenda. Accounting and Business Research, 49(1), 95-119. https://doi.org/10.1080/00014788.2018.1459458
Sundström, A. (2024). AI in management control: Emergent forms, practices, and infrastructures. Critical Perspectives on Accounting, 99, 102701. https://doi.org/10.1016/j.cpa.2023.102701
Sundström, A., & Catasús, B. (2023). Let the right one in: 'Accounting proxemics' in the design of performance indicators. Critical Perspectives on Accounting, 96, 102538. https://doi.org/10.1016/j.cpa.2022.102538
Wenting, L., et al. (2026). Integrating artificial intelligence into performance measurement and management: A systematic literature review. International Journal of Productivity and Performance Management. https://doi.org/10.1108/IJPPM-05-2025-0362
Yulie, A. R., Aprilianz, F., Pazizi, M., Putri, S. N., & Yusnaini. (2026). Digital supply chain management: An analysis of technology integration and optimization of modern inventory systems. Journal of Artificial Intelligence and Digital Business (RIGGS), 5(1), 12414–12422. https://doi.org/10.31004/riggs.v5i1.7798
Yusuf, dkk. (2024). Peran akuntansi manajemen strategik dalam pengambilan keputusan bisnis melalui pemanfaatan big data dan artificial intelligence. Juragan: Jurnal Akuntansi dan Keuangan, 2(2). https://teewanjournal.com/index.php/juragan/article/view/2682







