AI Agent Shortens Training
2026-06-23 00:27:17

Revolutionizing Training: How GenX's AI Agent Cut Learning Time in Half at a Historic Ryokan in Fukui

Transforming Training at a Historic Ryokan



In a remarkable advancement in the hospitality industry, GenX Corporation, headquartered in Shibuya, Tokyo, has introduced their AI solution, Nandemon AI, to assist in streamlining training processes at the long-standing ryokan, Awara Onsen Mimatsu, located in Awara City, Fukui Prefecture. This initiative has successfully cut down the training period for foreign staff from the traditional three to four weeks to just about two weeks.

Background: The Challenge of Integrating Foreign Workers



The challenge of staffing in the hospitality sector has intensified due to labor shortages sparked by the COVID-19 pandemic. As a result, many establishments, including Mimatsu, have increasingly turned to employing foreign workers holding specific skills and qualifications from countries like Nepal, Taiwan, China, Sri Lanka, and Indonesia. However, the rich and unique traditions of Japanese ryokan culture present a significant hurdle: conveying intricate cultural nuances and operational protocols to staff whose primary language differs from Japanese.

Previously, staff spent several weeks learning standard operations, during which time comprehension could often be superficial, evidenced by instances where staff would indicate understanding without truly grasping the material.

Transition: From Manual Translation to Dynamic Data Practices



Initially, the inquiry from Mimatsu to GenX was a straightforward request to translate training manuals into multiple languages. However, through detailed discussions, GenX identified a greater potential for improvement beyond static translations. They proposed a shift in focus towards actively translating operational data that foreign staff interact with daily, ensuring relevant information is made comprehensible in real time.

Implementation: Immediate Multilingual Support for Staff



With the integration of Nandemon AI, Mimatsu can now instantly translate past lodging histories and customer requests from natural language into whatever language the staff requires. This aligns perfectly with the around-the-clock operation of the ryokan. The system processes forms and data from the hotel's management system (PMS) and outputs them in CSV format, enabling real-time updates and translations. This means staff can receive crucial information in their native language just when they need it, fostering a more effective training environment.

Results: A Reduction in Training Time and Positive Staff Feedback



Initially met with skepticism regarding the accuracy of the translations, the implementation of Nandemon AI has led to a dramatic enhancement in the operational understanding of foreign staff. What once took three to four weeks to learn has now been compressed to an average of two weeks, yielding enthusiastic endorsements from the staff regarding the system’s translation quality.

Moreover, Japanese staff have become more engaged, frequently offering suggestions for additional features or improvements, indicating a shift towards a collaborative environment wherein the data extracted from the AI can also serve local employees. The ambition now extends to broader implementation across all staff members rather than just a select few.

Testimonial: Insights from Mimatsu's Executive



Kenji Maeda, Executive Director of Awara International Hotel Mimatsu, remarked, "Initially, I believed we needed to focus solely on translating manuals. However, GenX enlightened us on how slight changes in our operational practices could lead to a far more effective outcome than mere translations. The ability to output management data and forms in a way that foreign staff can easily comprehend has clearly accelerated training speed. Moreover, our Japanese staff are increasingly proactive in looking for ways to use this tool effectively, underscoring the growing need for foreign staff and interpretation services in the tourism and hospitality sector. We truly believe this service has significant potential for other companies facing similar challenges."

About Nandemon AI



Nandemon AI is a versatile platform that autonomously indexes various types of data, such as manuals and specifications, utilizing multiple agents optimized for specific tasks. Users can select and manage these agents to conduct functions ranging from searching for estimate documentation to task management and trend analysis.

About GenX Corporation



GenX focuses on utilizing cutting-edge technologies, including AI and blockchain, to assist businesses in promoting digital transformation and solving operational challenges. Their range of AI solutions includes Nandemon AI and, importantly, automation tools for business processes.

For more information, please visit GenX.


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Topics Consumer Technology)

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