资讯
A Closer Look at the AI Adoption Stages Behind Enterprise AI Success
📌 概要
文章梳理企业AI落地的四个阶段：从零散工具使用、试点验证，到生产环境应用，再到全公司共享系统。企业往往在实际进入新阶段后才有认知，各公司进展差距巨大。麦肯锡2025全球调研显示88%企业已有AI使用，但多数仍停留在早期阶段，真正实现规模化价值的企业是少数。
⚡ 关键要点
- ▸企业AI采用遵循共同路径：零散使用→试点→生产部署→全企业共享系统
- ▸阶段演进是渐进的，企业常在实际跨越后才意识到
- ▸麦肯锡2025调查显示88%企业已使用AI，但市场差距显著，规模化成功者寡
Every enterprise moves through the same AI adoption stages, whether it plans them or not. The path runs from scattered tool use to first pilots, then into live production, and finally into shared systems the whole business relies on. Each move happens gradually, so companies usually reach a new stage well before anyone recognizes it. What separates one company from another is how far along that path it has come, and the gap across the market is wide. McKinsey's 2025 Global Survey found that 88…