Gartner Research


Published: 01 December 2022



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  • AI普及的主要障碍在于,其业务影响或业务价值难以衡量,以及人们对AI的收益和用途缺乏了解。

  • 很多企业机构有一个错误的概念,就是将大数据视为AI发展的前提条件。大数据的收集和维护成本非常高,影响到AI项目的投资回报率(ROI)和实施速度。

  • 专门提供轻量级数据AI技术的厂商,可以帮助企业机构使用较少的数据推动AI项目、创造业务价值。



  • 针对自身的业务驱动使用场景,寻找可以高效利用数据的轻量级数据AI技术,然后选择专门提供此类技术的厂商来加速实施AI项目。

  • 将关注点从大数据转向小而宽数据,探索AI产品所创造的价值,而不是过多专注于数据收集本身。

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