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Why Aren't AI Tools Leading to Results Despite Their Introduction? Amidst rising expectations for generative AI and AI agents, many companies are pursuing AI utilization initiatives. However, in reality, numerous companies struggle with issues such as "AI tools have been introduced but are not used on the front lines," "PoCs have been conducted, but full-scale deployment has not progressed," and "Ultimately, operations remain unchanged from before." Now that AI introduction has become more accessible, the challenge has shifted from introduction itself to how to achieve a state where it is used on the front lines and leads to results.

Three Common Pitfalls for Companies Where AI Introduction Fails Companies where AI utilization fails to take root share several common characteristics.

1 AI introduction itself becomes the objective 2 AI is not integrated into the workflow of front-line operations 3 Training and operational support are one-off events and do not lead to continuous use

AI does not produce results simply by being introduced. It only demonstrates its value when designed to be used naturally within operations and to reach a state of continuous utilization.

"Operational Design" and "Operational Establishment" to Prevent AI Introduction from Being an "End in Itself" In AI introduction, it is crucial to design not only for tool selection and PoC execution but also with an eye toward integration into front-line operations and user adoption. This seminar will explain concrete steps for rooting AI utilization in the front lines, based on the expertise of Almondo Inc., which supports operational design for AI utilization, and Tenda Inc., which provides the manual creation and knowledge management tool "Dojo." We will introduce the design of AI utilization themes, integration into operational flows, approaches to training and operations, and key points for knowledge management, with case studies and demonstrations. We will present practical steps to achieve a "state where it is used within operations," rather than making AI introduction the goal.

Recommended for: - Those who have introduced AI tools but are not seeing the expected results - Those whose utilization has stalled, unable to progress from PoC to full-scale deployment - Those in charge of DX promotion and AI utilization who feel challenges in permeating AI to the front lines - Those who want to learn about operational and deployment design for successful AI introduction

Organizers and Co-organizers Tenda Inc. Almondo Inc.

Cooperation Majisemi Inc.

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Majisemi will continue to hold webinars that are "useful for participants."

Past seminar presentation materials and other upcoming seminars can be viewed ▶here.

Majisemi Inc.

3-12 Kioicho, Chiyoda-ku, Tokyo 102-0094 Inquiries: https://majisemi.com/service/contact/

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