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
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