{"id":39176,"date":"2026-09-16T10:56:43","date_gmt":"2026-09-16T10:56:43","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=39176"},"modified":"2026-09-16T10:56:43","modified_gmt":"2026-09-16T10:56:43","slug":"yokohama-rubber-dotdata-develop-ai-agent-for-rd","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-analytics\/yokohama-rubber-dotdata-develop-ai-agent-for-rd\/","title":{"rendered":"\u6a2a\u6d5c\u30b4\u30e0\u3068dotData\u3001\u7814\u7a76\u958b\u767a\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a"},"content":{"rendered":"<?xml encoding=\"utf-8\" ?><p class=\"isSelectedEnd\"><a href=\"https:\/\/www.y-yokohama.com\/profile\/company\/\" data-no-translation=\"\">Yokohama Rubber Co., Ltd.<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/dotdata.com\/\" data-no-translation=\"\">dotData, Inc.<\/a> \u4e21\u793e\u306f\u3001\u88fd\u9020\u5206\u91ce\u306e\u7814\u7a76\u958b\u767a\uff08R&amp;D\uff09\u306b\u643a\u308f\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u4eee\u8aac\u306e\u7acb\u6848\u3001\u89e3\u91c8\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5171\u540c\u958b\u767a\u3092\u958b\u59cb\u3057\u305f\u3002.<\/p><p class=\"isSelectedEnd\">Before applying the technology fully to actual R&amp;D projects, the two companies will verify the functions required and assess its technical feasibility. The development will combine technical documents, such as design information and experimental reports, with knowledge accumulated by engineers and features identified from measurement data through dotData&rsquo;s automated feature engineering technology.<\/p><p class=\"isSelectedEnd\">The AI agent will consider the objectives, circumstances, and constraints of each R&amp;D project and provide engineers with information to support their decisions. Rather than presenting a single &ldquo;correct&rdquo; answer, the system will operate on a Human-in-the-loop basis, giving engineers multiple possibilities, comments from different perspectives, and potential risks to consider.<\/p><p>\u88fd\u9020\u5206\u91ce\u306e\u7814\u7a76\u958b\u767a\u3067\u306f\u3001\u5b9f\u9a13\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u88fd\u9020\u30d7\u30ed\u30bb\u30b9\u3001\u8a66\u9a13\u306a\u3069\u304b\u3089\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u308b\u3002\u305d\u306e\u30c7\u30fc\u30bf\u3092\u65b0\u305f\u306a\u6280\u8853\u7684\u30a2\u30a4\u30c7\u30a2\u3078\u3068\u8ee2\u63db\u3059\u308b\u306b\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u7814\u7a76\u76ee\u6a19\u3001\u5b9f\u9a13\u6761\u4ef6\u3001\u76f4\u9762\u3059\u308b\u5236\u7d04\u3001\u305d\u3057\u3066\u904e\u53bb\u306e\u7d4c\u9a13\u3068\u3044\u3063\u305f\u77e5\u8b58\u3092\u99c6\u4f7f\u3057\u3066\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002.<\/p><p>\u307e\u305f\u3001\u5404\u793e\u306f\u3001\u7814\u7a76\u958b\u767a\u306b\u304a\u3044\u3066\u4eee\u8aac\u3092\u7acb\u3066\u308b\u3068\u3044\u3046\u300c\u30a2\u30d6\u30c0\u30af\u30b7\u30e7\u30f3\u300d\u306e\u4fa1\u5024\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002\u65b0\u305f\u306a\u7814\u7a76\u306b\u306f\u6b63\u89e3\u304c\u306a\u3044\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u89b3\u5bdf\u7d50\u679c\u306b\u5bfe\u3057\u3066\u591a\u304f\u306e\u53ef\u80fd\u6027\u306e\u3042\u308b\u8aac\u660e\u3092\u8003\u3048\u51fa\u3057\u3001\u305d\u308c\u3089\u3092\u691c\u8a3c\u3057\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3092\u898b\u3064\u3051\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u3053\u306e\u65b0\u3057\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30c7\u30fc\u30bf\u3084\u60c5\u5831\u3092\u591a\u89d2\u7684\u306b\u691c\u8a0e\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002.<\/p><p class=\"isSelectedEnd\">The system under development will provide four main forms of support. First, it will reference design information, experimental reports, research reports, and engineers&rsquo; accumulated knowledge to understand the background and history of an R&amp;D project.<\/p><p class=\"isSelectedEnd\">Second, dotData&rsquo;s automated feature engineering technology will explore patterns in measurement and experimental data without limiting the analysis to factors engineers have identified in advance. These automatically generated features can provide quantitative insights that, when combined with technical knowledge and design information, may reveal relationships that are difficult to identify through existing hypotheses or experience alone.<\/p><p class=\"isSelectedEnd\">\u7b2c\u4e09\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u6750\u6599\u3001\u8a2d\u8a08\u3001\u89e3\u6790\u3001\u88fd\u9020\u3001\u8a55\u4fa1\u306a\u3069\u3001\u8907\u6570\u306e\u6280\u8853\u7684\u89b3\u70b9\u304b\u3089\u30b3\u30e1\u30f3\u30c8\u3084\u6f5c\u5728\u7684\u306a\u30ea\u30b9\u30af\u3092\u63d0\u793a\u3059\u308b\u3002\u307e\u305f\u3001\u5225\u306e\u89e3\u91c8\u304c\u5b58\u5728\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u3042\u308b\u3044\u306f\u7570\u306a\u308b\u6761\u4ef6\u4e0b\u3067\u95a2\u4fc2\u6027\u304c\u5909\u5316\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u691c\u8a0e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3088\u3046\u306a\u554f\u3044\u3092\u6295\u3052\u304b\u3051\u308b\u3002.<\/p><p class=\"isSelectedEnd\">\u7d50\u5c40\u306e\u3068\u3053\u308d\u3001\u89e3\u91c8\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u8cac\u4efb\u306f\u4f9d\u7136\u3068\u3057\u3066\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8ca0\u3046\u3053\u3068\u306b\u306a\u308b\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u63d0\u793a\u3055\u308c\u305f\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u4eee\u8aac\u3092\u7acb\u3066\u3001\u5b9f\u9a13\u3084\u5206\u6790\u3092\u901a\u3058\u3066\u305d\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u3001\u305d\u306e\u7d50\u679c\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u8b70\u8ad6\u306b\u53cd\u6620\u3055\u305b\u308b\u3002 \u307e\u305f\u5404\u793e\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u901a\u3058\u3066\u3001\u5206\u6790\u306e\u76ee\u7684\u3084\u95a2\u5fc3\u9818\u57df\u3092\u4f1d\u3048\u308b\u65b9\u6cd5\u3092\u691c\u8a0e\u3059\u308b\u3002\u3053\u308c\u306b\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u904b\u7528\u3084\u8a2d\u5b9a\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u542b\u307e\u308c\u308b\u3002.<\/p><h4>\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a <a class=\"p-url\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/business-analytics\/carbon-ex-merges-with-exroad-to-expand-carbon-market-support\/\" rel=\"bookmark\">Carbon EX\u304cexroad\u3068\u5408\u4f75\u3057\u3001\u30ab\u30fc\u30dc\u30f3\u5e02\u5834\u3078\u306e\u652f\u63f4\u3092\u62e1\u5927\u3059\u308b<\/a><\/h4><p class=\"isSelectedEnd\">The project builds on Yokohama Rubber&rsquo;s HAICoLab AI utilization framework, which the company has promoted since 2020 to encourage collaboration between people and AI in developing products, processes, and services while supporting employee growth. Yokohama Rubber has already used dotData in areas such as tire design and rubber mixing, where engineers interpret automatically generated features from multiple perspectives to discover new insights and hypotheses.<\/p><p class=\"isSelectedEnd\">\u4eca\u56de\u306e\u65b0\u305f\u306a\u5171\u540c\u958b\u767a\u3067\u306f\u3001\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e2\u30c7\u30eb\u3078\u3068\u767a\u5c55\u3055\u305b\u308b\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u305f\u3061\u306f\u3001AI\u304c\u63d0\u793a\u3059\u308b\u7279\u5fb4\u3084\u30b3\u30e1\u30f3\u30c8\u3092\u3001\u5358\u306b\u53d7\u3051\u5165\u308c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u3089\u306e\u5c02\u9580\u77e5\u8b58\u3084\u7d4c\u9a13\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u691c\u8a0e\u3059\u308b\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u4e21\u793e\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8996\u91ce\u3092\u5e83\u3052\u3001\u601d\u8003\u3084\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u3002.<\/p><p>\u4eca\u5f8c\u3001\u6a2a\u6d5c\u30b4\u30e0\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u969b\u306e\u88fd\u9020\u7814\u7a76\u958b\u767a\u30c6\u30fc\u30de\u306b\u9069\u7528\u3057\u3001\u4eba\u9593\u306e\u5275\u9020\u6027\u3068\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u878d\u5408\u3055\u305b\u305f\u300cHAICoLab\u300d\u306e\u5b9f\u8df5\u3092\u3055\u3089\u306b\u767a\u5c55\u3055\u305b\u3066\u3044\u304f\u4e88\u5b9a\u3060\u3002dotData\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u901a\u3058\u3066\u751f\u6210\u3055\u308c\u305f\u5b9a\u91cf\u7684\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6280\u8853\u306e\u958b\u767a\u3092\u7d99\u7d9a\u3057\u3001\u3088\u308a\u5e45\u5e83\u3044\u88fd\u9020\u7814\u7a76\u958b\u767a\u74b0\u5883\u3067\u306e\u6d3b\u7528\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>Yokohama Rubber Co., Ltd. and dotData, Inc. have begun jointly developing an AI agent designed to support hypothesis development, interpretation, and decision-making by engineers involved in manufacturing research and development (R&amp;D).Before applying the technology fully to actual R&amp;D projects, the two companies will verify the functions required and assess its technical feasibility. The development will combine technical documents, such as design information and experimental reports, with knowledge accumulated by engineers and features identified from measurement data through dotData&rsquo;s automated feature engineering technology.The AI agent will consider the objectives, circumstances, and constraints of each R&amp;D project and provide engineers with information to support their decisions. Rather than presenting a single &ldquo;correct&rdquo; [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":39201,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[208,204,211,237,206,85],"tags":[533,1451,15589,15590,15591],"ppma_author":[572],"class_list":["post-39176","post","type-post","status-publish","format-standard","has-post-thumbnail","category-apac","category-business-analytics","category-japan","category-news","category-regional","category-tech","tag-ai-agent","tag-dotdata","tag-hypothesis-development","tag-randd","tag-yokohama-rubber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yokohama Rubber and dotData Team Up on AI Agent<\/title>\n<meta name=\"description\" content=\"Yokohama Rubber and dotData collaborate to develop an AI agent that supports research and development in manufacturing.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/business-analytics\/yokohama-rubber-dotdata-develop-ai-agent-for-rd\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yokohama Rubber and dotData Team Up on AI Agent\" \/>\n<meta property=\"og:description\" content=\"Yokohama Rubber and dotData collaborate to develop an AI agent that supports research and development in manufacturing.\" \/>\n<meta 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