Autonomous driving paper index
Research and implementation of AI driven intelligent accounting models
One-line summary
This paper proposes an Intelligent Accounting Model and designs an intelligent accounting architecture that combines the DeepSeek Large Language Model with Activiti workflow technology.
Engineering notes
Key topics: autonomous driving, large language model, deployment. See the paper for implementation details and experimental results.
Chinese explanation / 中文解读
中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。
Original abstract
Abstract The rapid development of artificial intelligence technology has driven a transformation in the accounting field. This paper proposes an Intelligent Accounting Model and designs an intelligent accounting architecture that combines the DeepSeek Large Language Model with Activiti workflow technology. Focusing on artificial intelligence technology in vertical accounting scenarios centered on high-quality data, as well as key workflow technologies based on BPMN specifications, this study provides an in-depth discussion of the intelligent accounting model. It explores the technical implementation details of intelligent accounting services from six aspects: business operations with high real-time requirements, personalized management accounting services, the adaptive integration of complex business processes and accounting, localized AI deployment and data governance, accounting risk identification and prevention, and external data interface access. These discussions are illustrated through specific examples, such as team performance assessments in petrochemical enterprises and customized financial reimbursements, aiming to provide technical solutions for the practical implementation of intelligent accounting. Furthermore, the paper presents an implementation case of an integrated intelligent accounting platform tailored to the business operations of shipbuilding enterprises. Ultimately, the intelligent accounting model and implementation technologies, based on the combination of artificial intelligence and workflow technology, offer feasible solutions and technical methodologies for the transition of accounting towards intelligence.
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