Unified management and visualization system of enterprise key performance indicators based on data platform

By constructing a causal impact framework, assessing the dynamic impact intensity, and quantitatively determining anomalies, the problems of unclear causal transmission paths and lack of support for tracing causes in existing technologies have been solved, enabling efficient and unified management and decision support for key performance indicators of enterprises.

CN122414909APending Publication Date: 2026-07-17GANSU ELECTRIC POWER INFORMATION COMM
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
GANSU ELECTRIC POWER INFORMATION COMM
Filing Date
2026-04-20
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing technologies fail to incorporate the logical flow and hierarchical classification standards of enterprise business processes when constructing relationships between key performance indicators. This results in a lack of clear direction and hierarchy in the relationships, making it difficult to accurately map the causal transmission path between indicators in the actual business scenario. Furthermore, anomaly identification and cause tracing lack quantitative support for the intensity of impact, making it impossible to efficiently locate the core cause.

Method used

The causal influence framework is constructed through the causal topology construction module. The logical flow and hierarchical division are determined by the enterprise business process library. The multi-source heterogeneous data is unified by the data aggregation and integration module. The causal strength optimization module is introduced to conduct dynamic influence strength assessment. The indicator anomaly identification module is combined to conduct quantitative anomaly judgment. The core cause is traced through the anomaly cause backtracking module. Finally, the decision simulation visualization module generates a visualized decision report.

Benefits of technology

It has achieved precise mapping and quantitative anomaly identification of the causal impact framework, improved the efficiency of enterprise key performance indicator management and the accuracy of decision support, and formed a full-chain technology system from anomaly identification to decision simulation.

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Abstract

The application relates to the technical field of enterprise management, and discloses an enterprise key performance indicator unified management and visualization system based on a data middle platform, which comprises a cause-and-effect topology construction module, a data aggregation and regularization module, a cause-and-effect strength optimization module, an indicator abnormality identification module, an abnormality cause backtracking module and a decision simulation visualization module, constructs a key performance indicator topology relationship, obtains a cause-and-effect influence framework, aggregates and regularizes multi-source heterogeneous business data, obtains an indicator time sequence data sequence, optimizes the influence strength of the cause-and-effect influence framework based on the indicator time sequence data sequence, obtains a cause-and-effect strength matrix, identifies a key performance indicator abnormality mode based on the cause-and-effect strength matrix, obtains an abnormal indicator event, backtracks a cause-and-effect influence framework path according to the abnormal indicator event, obtains a core cause link, simulates a decision path based on the core cause link, and obtains a visual decision report; and the application can improve the unified management efficiency of enterprise key performance indicators.
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