The transformative AI initiative: from process digitization to AI strategic digitalization

V. Narayanan
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Abstract

Purpose Strategically focused AI transformation will almost certainly be more profound than the era of AI process optimization that has preceded it because it potentially changes the way the organizations operate and compete in the marketplace. Design/methodology/approach Potentially transformative strategic digitalization, although built on the AI technology to create process efficiencies that preceded it, will need leaders to adopt a new decision mindset first, and therefore is currently an aspirational initiative in progress. Findings Strategic digitalization shifts the focus of attention from the technical features of process digitization to the transformation of the context and of the organization itself, triggered or enabled by the advent of new technological possibilities. Practical implications Strategic digitalization has the potential to automate the decision-making in middle-management functions in order to greatly potentiate the value of their work. Contrary to the conventional organizational pyramid, strategic digitalization will likely be most effective in an hourglass form of organization, one that replaces many middle management tasks through AI and related technologies in order to create higher-value jobs for managers. Originality/value Guidelines derived from effective initiatives offer a roadmap to the ongoing experimental approach to applying AI to both organization and strategy, a transformation that will be crucial to the future success of organizations.
变革性人工智能倡议:从流程数字化到人工智能战略数字化
几乎可以肯定,以战略为重点的人工智能转型将比之前的人工智能流程优化时代更加深刻,因为它有可能改变组织在市场上运营和竞争的方式。设计/方法/方法潜在的变革性战略数字化,虽然建立在人工智能技术的基础上,以创造之前的流程效率,但需要领导者首先采用新的决策心态,因此目前是一项正在进行中的雄心勃勃的举措。战略数字化将关注的焦点从过程数字化的技术特征转移到环境和组织本身的转变,这是由新技术可能性的出现引发或实现的。战略数字化有可能使中层管理职能的决策自动化,从而大大提高他们的工作价值。与传统的组织金字塔相反,战略数字化可能在沙漏形式的组织中最有效,通过人工智能和相关技术取代许多中层管理任务,为管理者创造更高价值的工作。创意/价值从有效的计划中衍生出来的指导方针为正在进行的将人工智能应用于组织和战略的实验方法提供了路线图,这一转变对组织未来的成功至关重要。
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