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Intelligentization

3 articles · Page 1 of 1
Data Practical Notes
Data Practical Notes
Aug 11, 2025 · Industry Insights

Five Stages of Enterprise Digital Transformation: A Capability Upgrade Roadmap

This article clarifies five often-confused stages — informatization, digitalization, intelligentization, wisdomization, and data intelligence — explaining each as a progressive capability upgrade from recording past operations to predicting and autonomously optimizing future outcomes, with concrete business examples and common pitfalls.

DigitalizationInformatizationIntelligentization
0 likes · 11 min read
Five Stages of Enterprise Digital Transformation: A Capability Upgrade Roadmap
Data Practical Notes
Data Practical Notes
Mar 13, 2025 · Industry Insights

Four Stages of Enterprise IT Maturity: From Informatization to Wisdomization

This article outlines four stages of enterprise IT maturity—informatization, digitalization, intelligentization, and wisdomization—detailing key technologies like MDM, ESB, data middle platforms, and AI models, with a retail case showing 40% stockout reduction, and emphasizes organizational change alongside technology evolution.

DigitalizationEnterprise IT MaturityInformatization
0 likes · 10 min read
Four Stages of Enterprise IT Maturity: From Informatization to Wisdomization