{"id":1048,"date":"2024-08-29T13:37:03","date_gmt":"2024-08-29T04:37:03","guid":{"rendered":"https:\/\/km.lne.st\/?post_type=contents&#038;p=1048"},"modified":"2026-03-02T20:22:28","modified_gmt":"2026-03-02T11:22:28","slug":"seminar","status":"publish","type":"post","link":"https:\/\/km.lne.st\/en\/2024\/08\/29\/seminar\/","title":{"rendered":"Collaboration Case: Sanko Giken and Amplat] Jointly developed \"Chatbot\" that answers any questions about punching in only 4 months."},"content":{"rendered":"<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"860\" height=\"600\" class=\"wp-image-1053\" style=\"width: 650px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2.png 860w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2-300x209.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2-768x536.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2-270x188.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/bcd94a9340bc17c0de95e6f8bee4cea2-540x377.png 540w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Sanko Giken Co., Ltd. and Anplat Co., Ltd., which exhibited at the National Knowledge-Based Manufacturing Conference 2024 held in April 2024, jointly developed \u201cSanko-kun\u201d\u2014a chatbot that can answer any question about precision punching\u2014in a remarkably short span of just four months. How did these two companies\u2014united by a shared passion to \u201cadvance Japan\u2019s manufacturing industry through a combination of knowledge and technology\u201d\u2014put the concept of \u201cknowledge-based manufacturing\u201d into practice? Here, we present their firsthand accounts.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">*This article summarizes the content of a follow-up seminar for exhibitors at the 2024 National Knowledge-Based Manufacturing Conference.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Sanko Giken: Professionals in \"Punching\"<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Length:<\/strong>We will now begin the \u201cNational Knowledge Manufacturing Conference 2024 Online Seminar.\u201d Thank you all for joining us. First, let me take a moment to explain what the National Knowledge Manufacturing Conference is all about. At Lifeness, we advocate the concept of \u201cknowledge manufacturing\u201d\u2014the process of creating new knowledge by combining existing knowledge to solve unresolved challenges.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">The National Knowledge-Based Manufacturing Conference is a forum where medium-sized and small businesses, startups, and financial institutions from across the country gather to share and discuss the concept of knowledge-based manufacturing and how to put it into practice. The conference, held on April 12, 2024, was a resounding success, drawing 418 participants despite being the first-ever event of its kind.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">For this seminar, we were joined by Mr. Kei Tanaka of Sanko Giken Co., Ltd. and Mr. Takuma Misawa of Unplat Co., Ltd., who launched their new service, \u201cSanko-kun,\u201d in June 2024 following a connection they made at the 2024 National Knowledge-Based Manufacturing Conference. First, please introduce yourselves.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Mr. Takashi Tanaka, President and CEO of Sanko Giken<\/strong>\u3000Our company, located in Higashiosaka, is now in its 47th year of operation. We are experts in precision die-cutting and possess a wide range of processing technologies related to all types of \u201cdie-cutting,\u201d including dies, presses, and Thompsons. We also propose the most suitable manufacturing methods, taking into consideration both the costs associated with die-cutting and the customers who will use the products. Among the representative products we have produced are Suica and ICOCA transit IC cards. To date, we have manufactured over 100 million IC cards through press processing, delivering them with zero complaints\u2014a testament to our high quality.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"560\" class=\"wp-image-1049\" style=\"width: 650px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-1024x560.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-1024x560.png 1024w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-300x164.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-768x420.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-1536x841.png 1536w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-270x148.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159-540x296.png 540w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/20275f1dc39db540469daf40fadaa159.png 1754w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">We are also working to promote digital transformation (DX) in the manufacturing industry and have been offering the daily report and labor hour management app \u201cSmaFak!\u201d since 2020. The impetus for its development came from the fact that our employees were recording daily reports\u2014including work details and hours\u2014by hand, and we wanted to digitize this process. Once we began using the app internally, we received a lot of feedback saying it was \u201cvery convenient,\u201d so in 2020, we named it \u201cSmaFak!\u201d and began selling it externally. By affixing QR codes to machinery, the app now provides an at-a-glance overview of how much time was spent on each task, and is designed to enable users to plan their work based on that information.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Unplat: Providing Researchers with a Wide Range of Analytical Methods<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u9577<\/strong>\u3000With their outstanding precision punching technology and their commitment to digital transformation as a new challenge, I felt they were truly at the forefront of the manufacturing industry. Next, Mr. Misawa of Unplat, please introduce yourself.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Mr. Takuma Misawa, President and CEO of Unplat<\/strong>\u3000In general terms, our company falls under the category of an IT company. While the nature of our business is somewhat complex, one of our core technologies is bioinformatics analysis. Bioinformatics is a field that integrates life sciences and information science, and includes areas such as genetic analysis. We provide services to researchers, physicians, and others, focusing on three key areas: \u201cDX for analytical methods,\u201d \u201cSaaS for analytical methods,\u201d and \u201cplatforms for analytical methods.\u201d<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">The reason we offer these services is that we have entered an era focused on advancing digital transformation (DX), and this trend is now sweeping through the life sciences research industry as well. Currently, research in the life sciences is conducted on the premise of acquiring and analyzing hundreds of gigabytes of data from specialized equipment. In other words, researchers must first obtain or develop the appropriate software before they can even reach the starting line of their research. To support this research community, our company provides \u201cANCAT,\u201d a data analysis technology-sharing platform that enables intuitive handling of all types of data analysis\u2014including bioinformatics\u2014and develops and operates life science data analysis systems.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"770\" class=\"wp-image-1050\" style=\"aspect-ratio: 1.3298701298701299;object-fit: cover;width: 650px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-1024x770.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-1024x770.png 1024w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-300x226.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-768x578.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-1536x1155.png 1536w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-270x203.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969-540x406.png 540w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/53edd2052ad32e2c8980299d6666c969.png 1742w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">So, why did we participate in the National Knowledge-Based Manufacturing Conference, where many companies in the manufacturing sector exhibit? For example, even if a researcher we\u2019ve supported discovers a new material, that researcher doesn\u2019t have the means to \u201cmanufacture\u201d it. If they cannot produce the actual product, it means they cannot deliver their research findings to the general public. To help solve this challenge, we decided we wanted to connect with people in the manufacturing industry first and foremost, which is why we participated in the National Knowledge-Based Manufacturing Conference.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">As I spoke with Mr. Tanaka and others in the manufacturing industry, my impression of the sector changed. Before hearing their stories, I had imagined that high-tech machinery was widely in use, but that\u2019s actually the case only in a few large-scale factories. The backbone of Japan\u2019s manufacturing sector is made up of people like artisans who have spent years honing their skills. Furthermore, in small town factories, paper is still the norm for administrative work, and some places haven\u2019t even adopted IT yet. I realized that when it comes to delivering services to people who aren\u2019t IT specialists, the bioinformatics industry and the manufacturing sector are no different\u2014they both face similar challenges.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" class=\"wp-image-1051\" style=\"width: 650px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-1024x771.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-1024x771.png 1024w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-300x226.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-768x578.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-1536x1157.png 1536w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-270x203.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5-540x407.png 540w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/fd54db85487e0f5b6304f2f5ecfc0ac5.png 1726w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\"Fun\" is the ingredient that\u2019s spicing up the business partnership between the two companies<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u9577<\/strong>\u3000Please tell us about the service you've just launched.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Tanaka<\/strong>In August, we released \u201cSanko-kun,\u201d a chatbot that uses the data we\u2019ve accumulated over the years to answer any questions about precision die-cutting.<\/p>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"555\" class=\"wp-image-1036\" style=\"width: 750px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-1024x555.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-1024x555.png 1024w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-300x163.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-768x416.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-1536x833.png 1536w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-2048x1110.png 2048w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-270x146.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/d73374698536859965fff92ee335f190-540x293.png 540w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"has-text-align-center wp-block-paragraph\"><a href=\"https:\/\/sankogiken.com\/uchinuki\/\" target=\"_blank\" rel=\"noreferrer noopener\">Precision and High-Precision Punching Services Page<\/a>\"Sanko-kun\" has been added to the game<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u9577<\/strong>\u3000How did this collaboration come about? I understand that the two of you first met at the National Conference on Knowledge-Based Manufacturing. What did you talk about at first?<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Tanaka<\/strong>It all began when we discussed our respective businesses and I suggested, \u201cCouldn\u2019t we put the data we\u2019ve accumulated on precision die-cutting to some use?\u201d<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Misawa<\/strong>After the National Knowledge-Based Manufacturing Conference, we took the initiative to propose a meeting, expressing our desire to \u201clearn more about precision die-cutting.\u201d<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u9577<\/strong>\u3000How did the planning and development proceed from there?<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Tanaka<\/strong>First, we provided Mr. Misawa with 15 years\u2019 worth of our company\u2019s data\u2014including machine manuals, process charts, quality-related documents, sales materials, and information from our website\u2014and went through the process of having the program learn from all of it. As a result, we completed \u201cSanko-kun,\u201d a chatbot that can answer any question related to \u201cpunching.\u201d<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Misawa<\/strong>It was a lot of fun working on this project with Mr. Tanaka. He\u2019s a truly charming person who kept coming up with humorous ideas. For example, when the chatbot was asked a question that wasn\u2019t covered in the data, we were struggling to figure out how to have it respond, and at first, we tried to generate a generic answer using AI. However, we agreed that \u201cthat would be boring,\u201d so he suggested, \u201cSince Sanko Giken is an Osaka-based company, and we\u2019re using a cat icon for the chatbot this time, how about having it reply, \u2018I don\u2019t know, meow\u2019?\u201d (laughs).<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"772\" class=\"wp-image-1052\" style=\"width: 650px\" src=\"http:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-1024x772.png\" alt=\"\" srcset=\"https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-1024x772.png 1024w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-300x226.png 300w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-768x579.png 768w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-1536x1158.png 1536w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-270x204.png 270w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b-540x407.png 540w, https:\/\/km.lne.st\/wp-content\/uploads\/sites\/81\/2024\/08\/30785081c8776a50c2171cbffb19967b.png 1740w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">While it\u2019s certainly important to tackle problems seriously, it\u2019s also crucial to approach them with a sense of playfulness. We exchanged ideas like this on Slack almost every day, which allowed us to release the product in just about four months.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">A Future Where the Entire Manufacturing Industry Converges on Chatbots<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>\u9577<\/strong>\u3000Please tell us what your vision is for the service going forward.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Tanaka<\/strong>\u3000We completed the implementation of the Precision and High-Precision Punching Services page on August 23, so from now on, we plan to make some minor refinements. We exhibited the beta version of Sanko-kun at the \u201cReady to Use Now!! IoT, AI, and Robotics Expo\u201d held on June 28, 2024, and had many people try it out\u2014it was a huge hit. Now that the implementation is complete, we\u2019re looking forward to having even more people experience it.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">I\u2019m always thinking about how I can contribute to Japan\u2019s manufacturing industry. Currently, our chatbot is based solely on our company\u2019s data, but in the future, I\u2019d like to develop a chatbot that incorporates a wide range of technologies and knowledge. I imagine that one day, workers on the manufacturing floor will be able to ask anything simply by carrying a single smartphone. By creating a repository of technology and knowledge, I want to help drive the advancement of Japan\u2019s manufacturing industry.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Misawa<\/strong>One of the key concepts behind Unplat\u2019s vision is \u201cknowledge sharing.\u201d Normally, companies tend to want to keep their proprietary technologies and knowledge under wraps. However, Mr. Tanaka said, \u201cWe want to actively share our knowledge,\u201d and I felt that this aligns perfectly with the \u201cknowledge sharing\u201d we aim to achieve. We want to make knowledge openly available to foster growth across Japan as a whole. I\u2019d like to work with Mr. Tanaka to create that kind of momentum.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Long<\/strong>To address the challenge that technical expertise and knowledge in the manufacturing industry are often not made visible and are difficult to share, Mr. Tanaka and Mr. Misawa are using a chatbot to provide an \u201cenvironment for sharing knowledge without relying on people.\u201d Sanko-kun was born from the combination of Sanko Giken\u2019s expertise in \u201cpunching\u201d and the knowledge of Unplat, which has been conducting data analysis under the banner of \u201cknowledge sharing.\u201d This is truly a practical example of the \u201cknowledge-based manufacturing\u201d concept. I look forward to seeing their initiatives expand even further. Thank you very much for joining us today!<\/p>\r\n\r\n\r\n\r\n<p 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