Intelligent enterprise operation data analysis system based on artificial intelligence

The AI-based intelligent analysis system for enterprise operation data solves the problem of multi-source heterogeneous data collection and analysis in traditional enterprise operation data processing, enabling multi-dimensional business indicator analysis and scientific decision-making, thereby improving enterprise operation efficiency and market competitiveness.

CN121167508APending Publication Date: 2025-12-19MIDDLE EAST INNOVATION TECH GRP CO LTD
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Patent Information

Application Number
CN202511318716.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-09-16
Publication Date
2025-12-19

AI Technical Summary

Technical Problem

Traditional enterprise operation data processing methods struggle to achieve real-time collection and cleaning of multi-source heterogeneous data, are unable to build a multi-dimensional business indicator analysis system, and lack a scientific decision support system, resulting in low decision-making efficiency and unreasonable resource allocation, which affects the enterprise's operational efficiency and market competitiveness.

Method used

An AI-based intelligent analysis system for enterprise operational data is adopted, including an operational data acquisition module, an operational status analysis module, a decision tree generation module, a data compensation module, and an execution parameter generation module. This system enables real-time acquisition and cleaning of multi-source heterogeneous data, constructs a multi-dimensional business indicator analysis system, generates a visual decision tree architecture, and automatically supplements related data sources to quantify resource allocation ratios and time window parameters.

Benefits of technology

It enables real-time and comprehensive collection and analysis of enterprise operational data, improves the scientific nature of decision-making and execution efficiency, ensures rational resource allocation, and enhances the enterprise's market competitiveness and operational efficiency.

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Abstract

The invention relates to the technical field of enterprise data processing, and discloses an intelligent analysis system for enterprise operation data based on artificial intelligence. The system comprises an operation data acquisition module, an operation state analysis module, a decision tree generation module, a data compensation module and an execution parameter generation module. The operation data acquisition module acquires enterprise finance, supply chain logistics and market dynamic data in real time, integrates and cleans multi-source heterogeneous data, and generates an operation state data set; the operation state analysis module identifies a deviation degree between the key business index and a preset threshold value, and calculates a multi-dimensional abnormal value by means of a dynamic weighting strategy to obtain an abnormal feature set; a decision-making tree generation module constructs a multi-layer decision-making path according to the multi-layer decision-making path, matches an optimal branch in combination with a historical case library, and generates a visual decision-making tree; the data compensation module analyzes the influence of missing data and automatically supplements an external data source to generate a compensation parameter set; and the execution parameter generation module analyzes node priorities, quantifies resource configuration and time window parameters, and generates a strategy execution parameter packet.
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