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AI Transformation

Enterprise AI Transformation Roadmap: A Practical Guide

AI transformation is not about buying a few tools; it is a systematic upgrade of organizational capabilities.

AI transformation is not about buying a few tools; it is a systematic upgrade of organizational capabilities.

AI transformation is not about buying a few tools; it is a systematic upgrade of organizational capabilities. This article draws on our practical experience serving more than 3,000 enterprise clients.

AI transformation in four steps: unify understanding, pilot scenarios, accumulate on a platform, and promote comprehensively—each step has its milestones.

Enterprises need an AI foundation: unified model access, unified knowledge management, and unified permission governance.

Set up a cross-departmental AI steering group: business proposes scenarios, technology implements them, and management secures resources.

There is no absolute right or wrong in technology selection; what matches the business stage is best.