Research on the Architecture Design and Efficiency Evaluation of Multimodal Intelligent Accounting Systeme
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Abstract
The deep integration of the digital economy and artificial intelligence has accelerated the transition of accounting systems from informatization and automation toward intelligence and multimodal processing. Traditional accounting systems are mainly designed for structured data, and therefore show limited ability to parse unstructured documents, images, audio, and video, as well as insufficient integration between business and financial data. This study designs a multimodal intelligent accounting system based on large language models, computer vision, speech recognition, knowledge graphs, intelligent agents, and data governance theory. A full-chain architecture of “perceptionunderstanding-reasoning-decision-making-interaction” is constructed, covering heterogeneous data ingestion, cross-modal alignment, semantic interoperability, conversational interaction, workflow automation, security control, and efficiency evaluation. The system treats OCR, ASR, and RPA as downstream tool plugins coordinated by a domain-specific LLM agent. It also considers the engineering requirements of secure wireless data transmission, electromagnetic-compatible terminal environments, and reliable networked accounting infrastructures. The proposed architecture provides theoretical and practical support for improving accounting efficiency, financial risk control, decision support, and enterprise digital transformation.
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References
X. Ling, “Design of an enterprise accounting system based on decision tree model,” Applied Mathematics and Nonlinear Sciences, pp. 9(1), 2024, doi: 10.2478/AMNS.2023.2.00051.
Y. He, “Design and Application of an Intelligent Enterprise Financial Accounting System Based on Cloud Computing,” International Journal for Housing Science & Its Applications, pp. 47(1), 2025, doi: 10.70517/ijhsa47108.
S. Neneng, O. Fahmi, and F. Reni, “Accounting System Design for Riau Province Sports Assets: Measuring rent system and Environment,” IOP Conference Series: Earth and Environmental Science, vol. 469, no. 1, Art. no. 012073, 2020, doi: 10.1088/1755-1315/469/1/012073.
S. Neneng, O. Fahmi, and F. Reni, “ACCOUNTING SYSTEM DESIGN FOR THE OPERATION OF RENTAL FLATS AND SPORTS VENUE OF RIAU PROVINCE,” Jurnal Niara, vol. 12, no. 1, pp. 29-34, 2019, doi: 10.31849/nia.v12i1.2633.
S. Hoozée and F. Mitchell, “Who Influences the Design of Management Accounting Systems? An Exploratory Study,” Australian Accounting Review, vol. 28, no. 3, pp. 374-390, 2018, doi: 10.1111/auar.12193.
H. Tran, F. Anvari, and D. Richards, “Holistic Personas for Designers of a Context-Aware Accounting Information Systems e-Learning Application,” EAI Endorsed Transactions on Context-aware Systems and Applications, vol. 4, no. 14, pp. 154822-154822, 2018, doi: 10.4108/eai.18-6-2018.154822.
O. Pavlatos, “An empirical investigation of strategic management accounting in hotels,” International Journal of Contemporary Hospitality Management, vol. 27, no. 5, pp. 756-767, 2015, doi: 10.1108/IJCHM-12-2013-0582.
Z. Zhuang S, “Research on the Multidimensional Accounting System Design Based on the Two-Dimensional Code Technology,” Applied Mechanics and Materials, vol. 3634, no. 687-691, pp. 4886-4889, 2014, doi: 10.4028/www.scientific.net/AMM.687-691.4886.
G. Jin, “Design and Implementation of Financial Accounting System for Small Business Company,” Advanced Materials Research, vol. 3181, no. 926-930, pp. 2558-2561, 2014, doi: 10.4028/www.scientific.net/AMR.926-930.2558.
J. Li, M. Lu, Z. Guo, et al., “Design and implementation of accounting and audit risk early warning system based on big data,” Accounting, Auditing and Finance, pp. 5(1), 2024, doi: 10.23977/ACCAF.2024.050117.
S. Ajibolade O, “Drivers of Choice of Management Accounting System Designs in Nigerian Manufacturing Companies,” International Journal of Business and Social Research, vol. 3, no. 9, pp. 45-57, 2013, doi: 10.18533/ijbsr.v3i9.273.
G. Kastberg and S. Siverbo, “The Design and Use of Management Accounting Systems in Process Oriented Health Care - An Explorative Study,” Financial Accountability & Management, vol. 29, no. 3, pp. 246-270, 2013, doi: 10.1111/faam.12014.
A. Bhimani, “Management accounting system implementation success: is reporting useful information sufficient? Int,” J. of Accounting, Auditing and Performance Evaluation, vol. 8, no. 2, pp. 115-136, 2012, doi: 10.1504/IJAAPE.2012.046612.
P. Lin and L. Smith M, “Using a Web-Based Accounting System for Teaching Accounting System Design and Implementation,” J. Information Systems, vol. 20, no. 2, pp. 65-79, 2006, doi: 10.2308/jis.2006.20.2.65.
J. Gerdin, “Management accounting system design in manufacturing departments: an empirical investigation using a multiple contingencies approach,” Accounting, Organizations and Society, vol. 30, no. 2, pp. 99-126, 2003, doi: 10.1016/j.aos.2003.11.003.
A. Szychta, “The scope of application of management accounting methods in Polish enterprises,” Management Accounting Research, vol. 13, no. 4, pp. 401-418, 2002, doi: 10.1006/mare.2002.0198.
M.M and A. M, “Does top managers’ tenure matter to management accounting system design? Asian Review of Accounting,” 2024; 32(3):423-442, doi: 10.1108/ARA-05-2022-0109.
J. Bouwens and M. Abernethy A, “The consequences of customization on management accounting system design,” Accounting, Organizations and Society, vol. 25, no. 3, pp. 221-241, 2000, doi: 10.1016/S0361-3682(99)00043-4.
S. Alexopoulou, D. Balios, and T. Kounadeas, “Essential Factors When Designing a Cost Accounting System in Greek Manufacturing Entities,” Journal of Risk and Financial Management, vol. 17, no. 8, pp. 366-366, 2024, doi: 10.3390/JRFM17080366.
D. Gui, W. Ma, and W. Chen, “Design and Research of Accounting Automation Management System Based on Swarm Intelligence Algorithm and Deep Learning,” International Journal of Advanced Computer Science and Applications (IJACSA), pp. 16(1), 2025, doi: 10.14569/IJACSA.2025.0160196.