What question did this study set out to answer?

To design and evaluate a full-chain multimodal intelligent accounting system architecture that integrates diverse artificial intelligence technologies to process unstructured financial data.

August 16, 2026Advanced ElectromagneticsOpen Access

Research on the Architecture Design and Efficiency Evaluation of Multimodal Intelligent Accounting Systeme

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Authors

JZJ. S. ZhangState Grid Corporation of China (China)

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Implication

Architectural study demonstrates an integrated multimodal artificial intelligence framework for enterprise accounting, highlighting enhanced workflow automation and financial risk control.

Key Points

To design and evaluate a full-chain multimodal intelligent accounting system architecture that integrates diverse artificial intelligence technologies to process unstructured financial data.
Integrated large language models, computer vision, speech recognition, knowledge graphs, intelligent agents, and data governance theory into a unified framework.
Constructed a multi-tier pipeline encompassing data ingestion, cross-modal alignment, semantic interoperability, conversational interaction, and workflow automation.
Incorporated system engineering specifications for secure wireless transmission, electromagnetic compatibility, and networked accounting infrastructure.
Developed an operational model where domain-specific LLM agents orchestrate downstream tools including OCR, ASR, and RPA plugins.
Established full-chain architecture capable of end-to-end perception, understanding, reasoning, decision-making, and interaction across structured and unstructured financial assets.

Cite This Study

J. S. Zhang (2026) studied this question.

synapsesocial.com/papers/6a817a80f2fb91fc834ae655 https://doi.org/10.7716/aem.v15i3.4098

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Implication

Architectural study demonstrates an integrated multimodal artificial intelligence framework for enterprise accounting, highlighting enhanced workflow automation and financial risk control.

Research on the Architecture Design and Efficiency Evaluation of Multimodal Intelligent Accounting Systeme

Discussion

Member takes

Implication

Key Points

Cite This Study

Research on the Architecture Design and Efficiency Evaluation of Multimodal Intelligent Accounting Systeme

Discussion

Member takes

Implication

Key Points

Cite This Study

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