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[Data] The Moment AI Changes Corporate Culture

When you try to properly delegate tasks to AI, you are compelled to articulate tacit knowledge! A reference document that encourages the verification, reproduction, and explanation of judgment criteria.

This document explains that the introduction of AI serves as a pressure device that promotes the verbalization of organizational culture. It provides essential know-how for successfully articulating the organization during AI implementation. There are many instances where the entire team struggles to articulate why they are doing something during the AI introduction process. This is why it is crucial to verbalize the criteria for judgment, verification, reproduction, and explanation. This document discusses three disruptions faced in AI-based business design, such as business stagnation due to insufficient verbalization. [Contents] ■ Business stagnation due to insufficient verbalization of judgment criteria ■ Issues of accountability arising from unclear responsibility boundaries ■ Weakening of communication due to the breakdown of mutual adjustment culture *For more details, please download the PDF or feel free to contact us.

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【Main Specifications】 ■Related Materials: Basics and Practices of Requirements Definition: Learning Approaches, Deliverables, and Quality ■Related Materials: Marketing and Data Analysis Using Claude *For more details, please download the PDF or feel free to contact us.

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【Target Audience / Purpose】 ■ PMs/managers of contract development companies advancing AI implementation projects ■ Product managers of in-house products ■ Companies that want to convert tacit knowledge into explicit knowledge (externalization in the SECI model) and promote organizational AI readiness and verbalization *For more details, please download the PDF or feel free to contact us.

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