{"id":2150,"date":"2026-05-18T17:45:15","date_gmt":"2026-05-18T08:45:15","guid":{"rendered":"https:\/\/www.isz.co.jp\/air\/?post_type=column&#038;p=2150"},"modified":"2026-05-20T23:41:05","modified_gmt":"2026-05-20T14:41:05","slug":"%e7%89%a9%e6%b5%81%e3%81%ae%e7%94%9f%e6%88%90ai%e3%81%a8%e3%81%af%ef%bc%9f%e9%85%8d%e9%80%81%e3%83%ab%e3%83%bc%e3%83%88%e6%9c%80%e9%81%a9%e5%8c%96%e3%83%bb%e5%80%89%e5%ba%ab%e3%82%aa%e3%83%9a%e3%83%ac","status":"publish","type":"column","link":"https:\/\/www.isz.co.jp\/air\/column\/2150\/","title":{"rendered":"\u7269\u6d41\u306e\u751f\u6210AI\u3068\u306f\uff1f\u914d\u9001\u30eb\u30fc\u30c8\u6700\u9069\u5316\u30fb\u5009\u5eab\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4f01\u696d\u4e8b\u4f8b"},"content":{"rendered":"\n<p>\u7269\u6d41\u696d\u306e\u7d4c\u55b6\u74b0\u5883\u306f\u53b3\u3057\u3055\u3092\u5897\u3057\u3066\u3044\u308b\u4e2d\u3067\u3001<strong>\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u65b0\u305f\u306a\u5bfe\u5fdc\u624b\u6bb5<\/strong>\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u672c\u8cea\u306f\u696d\u52d9\u5168\u4f53\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u95a2\u4e0e\u3059\u308b\u306a\u3069\u306e\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u5224\u65ad\u3057\u884c\u52d5\u3059\u308b\u4ed5\u7d44\u307f\u306e\u69cb\u7bc9\u306b\u3042\u308a\u307e\u3059\u3002<br>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u4f50\u5ddd\u6025\u4fbf\u30fbAmazon\u30fb\u30b5\u30f3\u30c8\u30ea\u30fc\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u3068\u3044\u3063\u305f\u5148\u9032\u4e8b\u4f8b\u3092\u4ea4\u3048\u306a\u304c\u3089\u3001<strong>\u751f\u6210AI\u304c\u7269\u6d41\u306e\u7d4c\u55b6\u6307\u6a19\u306b\u3069\u3046\u5bc4\u4e0e\u3059\u308b\u306e\u304b<\/strong>\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e94\u5341\u9234\u682a\u5f0f\u4f1a\u793e\u306e\u300c<a href=\"https:\/\/www.isz.co.jp\/air\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6b21\u4e16\u4ee3\u904b\u884c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0AIR<\/a>\u300d\u306b\u3088\u3063\u3066\u3001\u904b\u884c\u8a18\u9332\u8a08\u7b49\u304b\u3089\u53ce\u96c6\u3057\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u52d5\u9759\u30c7\u30fc\u30bf\u3092\u3001AI\u3084\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u304c\u6b63\u3057\u304f\u72b6\u6cc1\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u6b63\u78ba\u306a\u4e00\u6b21\u60c5\u5831\u3068\u306a\u308a\u307e\u3059\u3002\u7269\u6d41\u5206\u91ce\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u305c\u3072\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1\uff0e\u751f\u6210AI\u306b\u3088\u308b\u81ea\u5f8b\u578b\u7269\u6d41\u3078\u306e\u8ee2\u63db\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-28-1024x683.png\" alt=\"\" class=\"wp-image-2158\" style=\"width:568px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-28-1024x683.png 1024w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-28-300x200.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-28-768x512.png 768w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-28.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u4e88\u6e2c\u3084\u88dc\u52a9\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u81ea\u5f8b\u578b\u7269\u6d41\u306e\u6982\u5ff5\u3092\u6574\u7406\u3057\u3001\u3069\u306e\u696d\u52d9\u9818\u57df\u3067\u610f\u601d\u6c7a\u5b9a\u306e\u81ea\u52d5\u5316\u304c\u9032\u3080\u306e\u304b\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff081\uff09\u751f\u6210AI\u3068\u4e88\u6e2c\u578bAI\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/h3>\n\n\n\n<p class=\"is-style-icon_announce\">\u751f\u6210AI\u306f\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u6570\u5024\u306a\u3069\u306e\u60c5\u5831\u3092\u7d71\u5408\u7684\u306b\u51e6\u7406\u3057\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u8a08\u753b\u3084\u6307\u793a\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u60c5\u5831\u63d0\u793a\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u5224\u65ad\u3068\u5bfe\u5fdc\u307e\u3067\u62c5\u3046\u70b9\u306b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5f93\u6765\u6d3b\u7528\u3055\u308c\u3066\u304d\u305f\u4e88\u6e2c\u578bAI\u3068\u306e\u6bd4\u8f03<\/strong>\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th><strong>\u751f\u6210AI<\/strong><\/th><td>\u5224\u65ad\u30fb\u5b9f\u884c<\/td><td>\u5bfe\u5fdc\u306e\u751f\u6210\u3068\u5b9f\u884c<\/td><\/tr><tr><th><strong>\u4e88\u6e2c\u578bAI<\/strong><\/th><td>\u60c5\u5831\u63d0\u4f9b<\/td><td>\u4e88\u6e2c\u7d50\u679c\u306e\u63d0\u793a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u306a\u304a\u3001\u7d4c\u6e08\u7523\u696d\u7701\u304c\u516c\u8868\u3059\u308b<strong>\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u7b2c1.1\u7248\uff09\uff08\u4ee4\u548c7\u5e743\u6708\uff09\u300d<\/strong>\u306b\u304a\u3044\u3066\u3082\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u5f8b\u6027\u30ec\u30d9\u30eb\u306b\u5fdc\u3058\u305f<strong>\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u91cd\u8981\u6027<\/strong>\u304c\u793a\u3055\u308c\u3066\u304a\u308a\u3001\u751f\u6210AI\u306e\u696d\u52d9\u9069\u7528\u306b\u969b\u3057\u3066\u306f\u3001<strong><span class=\"swl-marker mark_yellow\">\u5224\u65ad\u30fb\u5b9f\u884c\u30d7\u30ed\u30bb\u30b9\u306e\u900f\u660e\u6027\u78ba\u4fdd<\/span><\/strong>\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u904b\u884c\u4e0d\u80fd\u3068\u306a\u3063\u305f\u5834\u5408\u3001\u4e88\u6e2c\u578bAI\u306f\u30ea\u30b9\u30af\u3092\u901a\u77e5\u3059\u308b\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u304c\u3001\u751f\u6210AI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30b7\u30b9\u30c6\u30e0\u3067\u306f<strong>\u4ee3\u66ff\u624b\u914d\u3001\u9867\u5ba2\u9023\u7d61\u3001\u518d\u914d\u8eca\u8a08\u753b\u3001\u30b3\u30b9\u30c8\u8a66\u7b97\u307e\u3067\u4e00\u9023\u306e\u5bfe\u5fdc<\/strong>\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><small class=\"mininote\">\u53c2\u8003\uff1a<a href=\"https:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/20240419_report.html\">https:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/20240419_report.html<\/a><br>\u53c2\u8003\uff1a<a href=\"https:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/pdf\/20250328_2.pdf\">https:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/pdf\/20250328_2.pdf<\/a><\/small><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff082\uff09\u7269\u6d41\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u81ea\u5f8b\u5316\u306e\u5b9a\u7fa9<\/h3>\n\n\n\n<p>\u81ea\u5f8b\u5316\u3068\u306f\u3001<strong><span class=\"swl-marker 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style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th><strong>\u81ea\u52d5\u5316<\/strong><\/th><td>\u5b9a\u578b\u4f5c\u696d\u3092\u6a5f\u68b0\u3067\u51e6\u7406\u3059\u308b\u6bb5\u968e<\/td><td>\u30b3\u30f3\u30d9\u30a2\u30b7\u30b9\u30c6\u30e0\u3001\u56fa\u5b9a\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30ed\u30dc\u30c3\u30c8<\/td><\/tr><tr><th><strong>\u6700\u9069\u5316<\/strong><\/th><td>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6bb5\u968e<\/td><td>\u914d\u9001\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3001\u9700\u8981\u4e88\u6e2c<\/td><\/tr><tr><th><strong>\u81ea\u5f8b\u5316<\/strong><\/th><td>\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u5224\u65ad\u3068\u5b9f\u884c\u3092\u884c\u3046\u6bb5\u968e<\/td><td>\u518d\u914d\u8eca\u5224\u65ad\u3001\u696d\u52d9\u6307\u793a\u306e\u81ea\u52d5\u751f\u6210<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u73fe\u5728\u306e\u591a\u304f\u306e\u65bd\u7b56\u306f\u81ea\u52d5\u5316\u3068\u6700\u9069\u5316\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u304c\u3001\u81ea\u5f8b\u5316\u306f\u696d\u52d9\u5168\u4f53\u306e\u5224\u65ad\u3068\u5bfe\u5fdc\u3092\u62c5\u3046\u629c\u672c\u7684\u306a\u69cb\u9020\u5909\u5316\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff083\uff09\u610f\u601d\u6c7a\u5b9a\u30b3\u30b9\u30c8\u306e\u6975\u5c0f\u5316\u3068ROA\uff08\u7dcf\u8cc7\u7523\u5229\u76ca\u7387\uff09\u3078\u306e\u5bc4\u4e0e<\/h3>\n\n\n\n<p>\u7269\u6d41\u696d\u306eROA\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001<strong>\u4fdd\u6709\u8cc7\u7523\u306e\u7a3c\u50cd\u7387\u5411\u4e0a\u3068\u5229\u76ca\u7387\u6539\u5584\u306e\u4e21\u7acb<\/strong>\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u751f\u6210AI\u306b\u3088\u308b\u81ea\u5f8b\u5316\u306f\u3001\u3053\u306e<strong><span class=\"swl-marker mark_yellow\">2\u8ef8\u306b\u76f4\u63a5\u4f5c\u7528<\/span><\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u89b3\u70b9<\/strong><\/th><th><strong>\u4f5c\u7528\u5185\u5bb9<\/strong><\/th><th><strong>\u7d4c\u55b6\u6307\u6a19\u3078\u306e\u5f71\u97ff<\/strong><\/th><\/tr><\/thead><tbody style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th><strong>\u7a3c\u50cd\u7387\u5411\u4e0a<\/strong><\/th><td>\u8eca\u4e21\u306e\u7a7a\u304d\u72b6\u6cc1\u3092\u7d99\u7d9a\u7684\u306b\u628a\u63e1\u3057\u3001\u7a4d\u8f09\u52b9\u7387\u3092\u6700\u5927\u5316\u3059\u308b\u914d\u8eca\u8a08\u753b\u3092\u81ea\u52d5\u751f\u6210<\/td><td>\u7a7a\u8d70\u30fb\u7a7a\u8eca\u6642\u9593\u306e\u524a\u6e1b\u3001\u7a4d\u8f09\u7387\u5411\u4e0a\u306b\u3088\u308a\u58f2\u4e0a\u52b9\u7387\u304c\u6539\u5584<\/td><\/tr><tr><th><strong>\u5229\u76ca\u7387\u5411\u4e0a<\/strong><\/th><td>\u914d\u9001\u9045\u5ef6\u3084\u30a4\u30ec\u30ae\u30e5\u30e9\u30fc\u5bfe\u5fdc\u306a\u3069\u306e\u4f8b\u5916\u51e6\u7406\u3092\u81ea\u52d5\u5316<\/td><td>\u7ba1\u7406\u696d\u52d9\u306e\u52b9\u7387\u5316\u306b\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u696d\u52d9\u3078\u30ea\u30bd\u30fc\u30b9\u518d\u914d\u5206<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"is-style-icon_good\">\u3053\u306e\u3088\u3046\u306b\u751f\u6210AI\u306f\u610f\u601d\u6c7a\u5b9a\u3068\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3092\u901a\u3058\u3066\u3001\u8cc7\u7523\u52b9\u7387\u3068\u696d\u52d9\u52b9\u7387\u306e\u53cc\u65b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3001ROA\u306e\u6539\u5584\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2\uff0e\u7269\u6d41\u73fe\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u30fb\u30ed\u30dc\u30c3\u30c8\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\uff081\uff09\u30c7\u30d0\u30f3\u30cb\u30f3\u30b0\u306e\u81ea\u52d5\u5316<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"981\" height=\"469\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-22.png\" alt=\"\" class=\"wp-image-2152\" style=\"width:590px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-22.png 981w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-22-300x143.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-22-768x367.png 768w\" sizes=\"(max-width: 981px) 100vw, 981px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/j-pic.or.jp\/wp-content\/uploads\/2022\/12\/Sagawa_SIP_sympo2022_pre.pdf\">https:\/\/j-pic.or.jp\/wp-content\/uploads\/2022\/12\/Sagawa_SIP_sympo2022_pre.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u5f93\u6765\u4eba\u624b\u306b\u4f9d\u5b58\u3057\u3066\u3044\u305f\u8377\u964d\u308d\u3057\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u3092\u76ee\u7684\u3068\u3059\u308b<strong>\u30c7\u30d0\u30f3\u30cb\u30f3\u30b0\u6280\u8853\u306e\u958b\u767a<\/strong>\u304c\u9032\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u30c8\u30e9\u30c3\u30af\u3084\u9244\u9053\u30b3\u30f3\u30c6\u30ca\u306b\u76f4\u7a4d\u307f\u3055\u308c\u305f\u3001\u30b5\u30a4\u30ba\u3084\u5f62\u72b6\u304c\u7570\u306a\u308b\u8377\u7269\u3078\u306e\u5bfe\u5fdc\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u306f\u3001\u5e83\u57df\u30ab\u30e1\u30e9\u3068\u72ed\u57df\u30ab\u30e1\u30e9\u3001\u30ed\u30dc\u30c3\u30c8\u30cf\u30f3\u30c9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3059\u3002\u5e83\u57df\u30ab\u30e1\u30e9\u3067\u30b3\u30f3\u30c6\u30ca\u5168\u4f53\u306e\u4f4d\u7f6e\u3084\u8377\u7269\u306e\u914d\u7f6e\u3092\u628a\u63e1\u3057\u3001<strong>\u72ed\u57df\u30ab\u30e1\u30e9\u3067\u500b\u3005\u306e\u8377\u7269\u306e\u4f4d\u7f6e\u30fb\u5bf8\u6cd5\u30fb\u5411\u304d\u3092\u9ad8\u7cbe\u5ea6\u306b\u8a8d\u8b58<\/strong>\u3057\u307e\u3059\u3002\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u628a\u6301\u4f4d\u7f6e\u3092\u5224\u65ad\u3057\u3001<strong><span class=\"swl-marker mark_yellow\">\u885d\u7a81\u3092\u56de\u907f\u3057\u306a\u304c\u3089\u8377\u7269\u3092\u53d6\u308a\u51fa\u3057\u3066\u30b3\u30f3\u30d9\u30a2\u3078\u642c\u9001<\/span><\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u8377\u7269\u306e\u30b5\u30a4\u30ba\u3084\u5916\u88c5\u306a\u3069\u306e\u60c5\u5831\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u53d6\u5f97\u3059\u308b\u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u8377\u964d\u308d\u3057\u3068\u540c\u6642\u306b\u7269\u6d41\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3082\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u7269\u6d41\u5168\u4f53\u306e\u6700\u9069\u5316\u306b\u6d3b\u7528\u3055\u308c\u308b\u57fa\u76e4\u60c5\u5831\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u81ea\u52d5\u5316\u6280\u8853\u306e\u958b\u767a\u30fb\u666e\u53ca\u306f\u3001\u56fd\u571f\u4ea4\u901a\u7701\u304c\u63a8\u9032\u3059\u308b\u300c\u7269\u6d41\u9769\u65b0\u7dca\u6025\u30d1\u30c3\u30b1\u30fc\u30b8\u300d\u306e\u65b9\u5411\u6027\u3068\u3082\u5408\u81f4\u3057\u3066\u304a\u308a\u3001\u8377\u5f79\u4f5c\u696d\u306e\u6a5f\u68b0\u5316\u30fb\u81ea\u52d5\u5316\u306f\u91cd\u70b9\u65bd\u7b56\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><small class=\"mininote\">\u53c2\u8003\uff1a<a href=\"https:\/\/www.cas.go.jp\/jp\/seisaku\/buturyu_kakushin\/kettei.html\">https:\/\/www.cas.go.jp\/jp\/seisaku\/buturyu_kakushin\/kettei.html<\/a><\/small><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff082\uff09\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u304d\u3092\u751f\u6210AI\u304c\u6700\u9069\u5316<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27-1024x576.png\" alt=\"\" class=\"wp-image-2157\" style=\"width:578px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27-1024x576.png 1024w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27-300x169.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27-768x432.png 768w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27-1536x864.png 1536w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-27.png 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.aboutamazon.jp\/news\/delivery-and-logistics\/amazon-million-robots-ai-foundation-model\">https:\/\/www.aboutamazon.jp\/news\/delivery-and-logistics\/amazon-million-robots-ai-foundation-model<\/a><\/figcaption><\/figure>\n\n\n\n<p>Amazon\u3067\u306f\u3001\u5009\u5eab\u5185\u3067\u7a3c\u50cd\u3059\u308b<strong>\u30ed\u30dc\u30c3\u30c8\u7fa4\u306e\u52d5\u304d\u3092\u751f\u6210AI\u306b\u3088\u3063\u3066\u7d71\u5408\u7684\u306b\u5236\u5fa1\u3059\u308b\u53d6\u308a\u7d44\u307f<\/strong>\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u30ed\u30dc\u30c3\u30c8\u306f\u500b\u5225\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u52d5\u4f5c\u3092\u884c\u3046\u306e\u306b\u5bfe\u3057\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u7dda\u3084\u4f5c\u696d\u9806\u5e8f\u3092\u5168\u4f53\u6700\u9069\u306e\u8996\u70b9\u3067\u8abf\u6574\u3059\u308b\u4ed5\u7d44\u307f\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6280\u8853\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u4f4d\u7f6e\u60c5\u5831\u3084\u4f5c\u696d\u72b6\u6cc1\u3001\u5009\u5eab\u5185\u306e\u6df7\u96d1\u72b6\u6cc1\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u6700\u9069\u306a\u79fb\u52d5\u30eb\u30fc\u30c8\u3084\u30bf\u30b9\u30af\u914d\u5206\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u751f\u6210\u3057\u307e\u3059\u3002Amazon\u304c\u958b\u767a\u3057\u305f\u751f\u6210AI\u57fa\u76e4\u30e2\u30c7\u30eb\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u5168\u4f53\u306e\u79fb\u52d5\u3092\u7d71\u5408\u7684\u306b\u5236\u5fa1\u3057\u3001<strong><span class=\"swl-marker mark_yellow\">\u79fb\u52d5\u6642\u9593\u3092\u7d0410\uff05\u6539\u5584\u3059\u308b\u52b9\u679c<\/span><\/strong>\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u751f\u6210AI\u306f\u5358\u306a\u308b\u30eb\u30fc\u30c8\u6700\u9069\u5316\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u9045\u5ef6\u3084\u6df7\u96d1\u3068\u3044\u3063\u305f\u5909\u52d5\u8981\u56e0\u306b\u3082\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u540c\u58eb\u306e\u5e72\u6e09\u3084\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u56de\u907f\u3059\u308b\u3088\u3046\u52d5\u304d\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u5009\u5eab\u5168\u4f53\u306e\u51e6\u7406\u80fd\u529b\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u5b89\u5b9a\u3057\u305f\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff083\uff09\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u306e\u5371\u967a\u904b\u8ee2\u691c\u77e5\u306b\u751f\u6210AI\u3092\u6d3b\u7528<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"452\" height=\"337\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-21.png\" alt=\"\" class=\"wp-image-2151\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-21.png 452w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-21-300x224.png 300w\" sizes=\"(max-width: 452px) 100vw, 452px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.suntorylogistics.co.jp\/pdf\/newsrelease202106.pdf\">https:\/\/www.suntorylogistics.co.jp\/pdf\/newsrelease202106.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u30b5\u30f3\u30c8\u30ea\u30fc\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u3067\u306f\u3001\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u64cd\u4f5c\u306e\u5b89\u5168\u6027\u5411\u4e0a\u3092\u76ee\u7684\u306b\u3001<strong>\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u904b\u8ee2\u8a55\u4fa1\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u306b\u642d\u8f09\u3055\u308c\u305f360\u5ea6\u30ab\u30e1\u30e9\u306e\u6620\u50cf\u3092AI\u304c\u89e3\u6790<\/strong>\u3057\u3001\u8d70\u884c\u72b6\u614b\u3084\u722a\u306e\u52d5\u304d\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5371\u967a\u64cd\u4f5c\u3092\u691c\u77e5\u3057\u307e\u3059\u3002\u5371\u967a\u3068\u5224\u65ad\u3055\u308c\u305f\u30b7\u30fc\u30f3\u306f\u81ea\u52d5\u3067\u62bd\u51fa\u3055\u308c\u3001<strong><span class=\"swl-marker mark_yellow\">\u8a55\u4fa1\u7d50\u679c\u3068\u3057\u3066\u53ef\u8996\u5316\u3055\u308c\u308b\u4ed5\u7d44\u307f<\/span><\/strong>\u3067\u3059\u3002<br>\u3055\u3089\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5\u306b\u3088\u308b\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u306a\u3069\u3078\u306e\u62e1\u5f35\u3082\u60f3\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u4e8b\u6545\u767a\u751f\u5f8c\u306e\u78ba\u8a8d\u304b\u3089<strong>\u4e8b\u6545\u306e\u672a\u7136\u9632\u6b62\u3078\u3068\u904b\u7528\u304c\u79fb\u884c\u3059\u308b\u69cb\u9020<\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-crease\">\u539a\u751f\u52b4\u50cd\u7701\u306e\u52b4\u50cd\u707d\u5bb3\u7d71\u8a08\u306b\u3088\u308b\u3068\u3001\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u306b\u95a2\u9023\u3059\u308b\u6b7b\u4ea1\u707d\u5bb3\u306f\u88fd\u9020\u696d\u30fb\u9678\u4e0a\u8ca8\u7269\u904b\u9001\u4e8b\u696d\u3092\u4e2d\u5fc3\u306b\u6bce\u5e74\u767a\u751f\u3057\u3066\u304a\u308a\u3001\u540c\u7701\u306f\u300c\u30d5\u30a9\u30fc\u30af\u30ea\u30d5\u30c8\u4f5c\u696d\u306b\u304a\u3051\u308b\u5b89\u5168\u5bfe\u7b56\u300d\u3068\u3057\u3066\u4e8b\u696d\u8005\u3078\u306e\u6280\u8853\u7684\u5bfe\u7b56\u306e\u5fb9\u5e95\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002AI\u3092\u6d3b\u7528\u3057\u305f\u5371\u967a\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u306f\u3053\u3046\u3057\u305f\u884c\u653f\u6307\u5c0e\u3068\u5408\u81f4\u3059\u308b\u53d6\u308a\u7d44\u307f\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br><small class=\"mininote\">\u53c2\u8003\uff1a<a href=\"https:\/\/anzeninfo.mhlw.go.jp\/yougo\/yougo82_1.html\">https:\/\/anzeninfo.mhlw.go.jp\/yougo\/yougo82_1.html<\/a><\/small><\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u4eba\u624b\u3067\u884c\u3063\u3066\u3044\u305f\u8a55\u4fa1\u696d\u52d9\u306e\u52b9\u7387\u5316\u3068\u3001\u5224\u65ad\u57fa\u6e96\u306e\u6a19\u6e96\u5316\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u691c\u77e5\u7d50\u679c\u306f\u4e57\u52d9\u54e1\u3078\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3001<strong>\u5b89\u5168\u54c1\u8cea\u306e\u5411\u4e0a\u306b\u3082<\/strong>\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><small class=\"mininote\">\u53c2\u8003\uff1a<a href=\"https:\/\/anzeninfo.mhlw.go.jp\/yougo\/yougo82_1.html\">https:\/\/anzeninfo.mhlw.go.jp\/yougo\/yougo82_1.html<\/a><\/small><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff084\uff09\u5ec3\u68c4\u7269\u30fb\u8cc7\u6e90\u7269\u6d41\u306b\u304a\u3051\u308b\u81ea\u52d5\u5316\u8a2d\u5099\u3068AI\u6d3b\u7528<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"414\" height=\"270\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-24.png\" alt=\"\" class=\"wp-image-2154\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-24.png 414w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-24-300x196.png 300w\" sizes=\"(max-width: 414px) 100vw, 414px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.arata-gr.jp\/cms\/mediaInfo\/upload\/pdf\/190301materialflow.pdf\">https:\/\/www.arata-gr.jp\/cms\/mediaInfo\/upload\/pdf\/190301materialflow.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u53e4\u7d19\u3084\u5ec3\u6750\u306a\u3069\u306e\u8cc7\u6e90\u3092\u5bfe\u8c61\u306b\u3001<strong>\u642c\u9001\u30fb\u5727\u7e2e\u30fb\u4fdd\u7ba1\u3068\u3044\u3063\u305f\u4e00\u9023\u306e\u5de5\u7a0b\u3092\u8a2d\u5099\u5316<\/strong>\u3059\u308b\u3053\u3068\u3067\u3001\u4f5c\u696d\u306e\u6a19\u6e96\u5316\u3068\u7701\u4eba\u5316\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5834\u3067\u306f\u3001\u56de\u53ce\u3055\u308c\u305f\u8cc7\u6e90\u3092\u30b3\u30f3\u30d9\u30a2\u3067\u642c\u9001\u3057\u3001\u5927\u578b\u306e\u5727\u7e2e\u6a5f\u306b\u3088\u3063\u3066\u4e00\u5b9a\u30b5\u30a4\u30ba\u306b\u6210\u5f62\u3057\u307e\u3059\u3002\u3053\u306e\u5de5\u7a0b\u306b\u3088\u308a\u3001<strong><span class=\"swl-marker mark_yellow\">\u8f38\u9001\u52b9\u7387\u306e\u5411\u4e0a\u3068\u4fdd\u7ba1\u30b9\u30da\u30fc\u30b9\u306e\u6700\u9069\u5316\u304c\u53ef\u80fd<\/span><\/strong>\u3068\u306a\u308a\u3001\u642c\u9001\u30e9\u30a4\u30f3\u306e\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066<strong>\u4f5c\u696d\u8005\u306e\u624b\u4f5c\u696d\u3092\u524a\u6e1b<\/strong>\u3057\u3001\u5b89\u5168\u6027\u3068\u51e6\u7406\u80fd\u529b\u306e\u5411\u4e0a\u306b\u3064\u306a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u3053\u3046\u3057\u305f\u8a2d\u5099\u3068AI\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u642c\u9001\u91cf\u3084\u51e6\u7406\u72b6\u6cc1\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u7a3c\u50cd\u72b6\u6cc1\u3092\u6700\u9069\u5316\u3059\u308b\u57fa\u76e4\u304c\u69cb\u7bc9\u3055\u308c\u307e\u3059\u3002\u751f\u6210AI\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001<strong>\u51e6\u7406\u9806\u5e8f\u3084\u642c\u9001\u6307\u793a\u306e\u81ea\u52d5\u751f\u6210\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u5236\u5fa1\u3078\u306e\u62e1\u5f35<\/strong>\u304c\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff085\uff09AI\u306b\u3088\u308b\u30d1\u30ec\u30bf\u30a4\u30ba\u8a08\u753b\u306e\u81ea\u52d5\u751f\u6210\u3068\u30ed\u30dc\u30c3\u30c8\u9023\u643a<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"343\" height=\"241\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-23.png\" alt=\"\" class=\"wp-image-2153\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-23.png 343w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-23-300x211.png 300w\" sizes=\"(max-width: 343px) 100vw, 343px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.ihi.co.jp\/technology\/techinfo\/contents_no\/__icsFiles\/afieldfile\/2026\/02\/03\/09.pdf\">https:\/\/www.ihi.co.jp\/technology\/techinfo\/contents_no\/__icsFiles\/afieldfile\/2026\/02\/03\/09.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u8907\u6570\u7a2e\u985e\u306e\u8377\u7269\u3092\u52b9\u7387\u7684\u306b\u7a4d\u307f\u4ed8\u3051\u308b\u30d1\u30ec\u30bf\u30a4\u30ba\u4f5c\u696d\u306b\u5bfe\u3057\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u8a08\u753b\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001\u8377\u7269\u306e\u5f62\u72b6\u30fb\u91cd\u91cf\u30fb\u6570\u91cf\u306a\u3069\u306e\u6761\u4ef6\u3092\u3082\u3068\u306b\u3001<strong><span class=\"swl-marker mark_yellow\">\u6700\u9069\u306a\u914d\u7f6e\u3068\u7a4d\u307f\u4ed8\u3051\u9806\u5e8f\u3092\u9ad8\u901f\u306b\u7b97\u51fa<\/span><\/strong>\u3057\u3001\u305d\u306e\u8a08\u753b\u306b\u57fa\u3065\u3044\u3066\u30ed\u30dc\u30c3\u30c8\u304c\u4f5c\u696d\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u6df7\u8f09\u30d1\u30ec\u30c3\u30c8\u306e\u3088\u3046\u306b\u6bce\u56de\u6761\u4ef6\u304c\u7570\u306a\u308b\u5834\u5408\u3067\u3082\u3001<strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6700\u9069\u306a\u7a4d\u307f\u4ed8\u3051\u8a08\u753b\u3092\u4f5c\u6210\u3067\u304d\u308b<\/strong>\u305f\u3081\u3001\u4f5c\u696d\u306e\u5c5e\u4eba\u6027\u3092\u6392\u9664\u3057\u3064\u3064\u51e6\u7406\u901f\u5ea6\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u52d5\u4f5c\u5236\u7d04\u3084\u5e72\u6e09\u30ea\u30b9\u30af\u3082\u8003\u616e\u3057\u305f\u8a08\u753b\u304c\u751f\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u5b9f\u884c\u53ef\u80fd\u6027\u3092\u62c5\u4fdd\u3057\u305f\u904b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u7a4d\u307f\u4ed8\u3051\u4f5c\u696d\u306f\u719f\u7df4\u8005\u306e\u7d4c\u9a13\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u4f5c\u696d\u54c1\u8cea\u3084\u52b9\u7387\u306b\u3070\u3089\u3064\u304d\u304c\u751f\u3058\u308b\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001AI\u306b\u3088\u308b\u8a08\u753b\u751f\u6210\u306b\u3088\u3063\u3066\u3001<strong>\u7a4d\u8f09\u7387\u3084\u5b89\u5b9a\u6027\u3001\u691c\u54c1\u6027\u3092\u540c\u6642\u306b\u8003\u616e\u3057\u305f\u6a19\u6e96\u5316\u3055\u308c\u305f\u7a4d\u307f\u4ed8\u3051\u304c\u53ef\u80fd<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<div 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href=\"https:\/\/www.isz.co.jp\/air\/column\/2040\/\">\u7a4d\u307f\u4ed8\u3051\u3092\u6700\u9069\u5316\u3059\u308b\u65b9\u6cd5\uff5c\u304a\u3059\u3059\u3081\u30b7\u30b9\u30c6\u30e0\u3001\u8a08\u7b97\u7b49\u3082<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u9069\u5207\u306a\u7a4d\u307f\u4ed8\u3051\u306f\u8377\u5d29\u308c\u9632\u6b62\u3060\u3051\u3067\u306a\u304f\u3001\u9650\u3089\u308c\u305f\u30b9\u30da\u30fc\u30b9\u3092\u6700\u5927\u9650\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u8f38\u9001\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u7a4d\u307f\u4ed8\u3051\u306e\u6982\u8981\u3084\u6700\u9069\u5316\u306b\u6d3b\u7528\u3067\u304d\u308bA&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">3\uff0e\u7269\u6d41AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u8abf\u6574\u30fb\u5224\u65ad\u306e\u4ee3\u884c\u7bc4\u56f2<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-29-1024x683.png\" alt=\"\" class=\"wp-image-2159\" style=\"width:571px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-29-1024x683.png 1024w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-29-300x200.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-29-768x512.png 768w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-29.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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class=\"wp-block-heading\">\uff081\uff09\u914d\u9001\u30d1\u30fc\u30c8\u30ca\u30fc\u30fb\u30ea\u30bd\u30fc\u30b9\u306e\u52d5\u7684\u78ba\u4fdd<\/h3>\n\n\n\n<p>\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8377\u91cf\u30c7\u30fc\u30bf\u3001\u6c17\u8c61\u4e88\u5831\u3001\u9053\u8def\u898f\u5236\u3001\u5354\u529b\u4f1a\u793e\u306e\u7a3c\u50cd\u72b6\u6cc1\u306a\u3069\u3092\u7d71\u5408\u7684\u306b\u5206\u6790\u3057\u3001\u5c06\u6765\u306e\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3\u3092\u4e88\u6e2c\u3057\u305f\u3046\u3048\u3067\u8abf\u6574\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th><strong>\u4e88\u6e2c\u5206\u6790<\/strong><\/th><td>\u904e\u53bb\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u5916\u90e8\u5909\u6570\uff08\u5929\u5019\u30fb\u30a4\u30d9\u30f3\u30c8\uff09\u3092\u639b\u3051\u5408\u308f\u305b\u305f\u9700\u8981\u4e88\u6e2c<\/td><\/tr><tr><th><strong>\u81ea\u5f8b\u4ea4\u6e09<\/strong><\/th><td>\u751f\u6210AI\u306b\u3088\u308b\u6700\u9069\u306a\u5354\u529b\u4f1a\u793e\u3078\u306e\u6253\u8a3a\u304a\u3088\u3073\u6761\u4ef6\u8abf\u6574<\/td><\/tr><tr><th><strong>\u5b9f\u884c\u5b8c\u7d50<\/strong><\/th><td>TMS\uff08\u8f38\u914d\u9001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\u3078\u306e\u81ea\u52d5\u767b\u9332\u3068\u5951\u7d04\u7de0\u7d50\u306e\u5b9f\u884c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u7279\u5b9a\u30a8\u30ea\u30a2\u3067\u9700\u8981\u5897\u52a0\u3084\u8eca\u4e21\u4e0d\u8db3\u304c\u898b\u8fbc\u307e\u308c\u308b\u5834\u5408\u3001\u8a2d\u5b9a\u3055\u308c\u305f\u6761\u4ef6\u306b\u57fa\u3065\u304d\u8907\u6570\u306e\u5354\u529b\u4f1a\u793e\u3078\u81ea\u52d5\u3067\u6253\u8a3a\u3057\u3001\u53ef\u5426\u78ba\u8a8d\u304b\u3089\u914d\u8eca\u4e88\u7d04\u3001<strong>\u5951\u7d04\u624b\u7d9a\u304d\u307e\u3067\u3092\u4e00\u9023\u306e\u51e6\u7406\u3068\u3057\u3066\u5b8c\u7d50<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u914d\u8eca\u62c5\u5f53\u8005\u304c\u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u306b\u8cbb\u3084\u3057\u3066\u3044\u305f\u81a8\u5927\u306a\u5de5\u6570\u3092\u524a\u6e1b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u9593\u306e\u5224\u65ad\u3067\u306f\u6f0f\u308c\u304c\u751f\u3058\u3084\u3059\u3044\u6f5c\u5728\u7684\u306a\u7a7a\u304d\u8eca\u4e21\u306e\u6709\u52b9\u6d3b\u7528\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u7269\u6d41\u7db2\u5168\u4f53\u306e\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\uff08\u5fa9\u5143\u529b\uff09\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<br>\u306a\u304a\u3001AI\u306b\u3088\u308b\u81ea\u52d5\u4ea4\u6e09\u30fb\u81ea\u52d5\u5951\u7d04\u3092\u5b9f\u904b\u7528\u306b\u9069\u7528\u3059\u308b\u969b\u306f\u3001<strong>\u4e0b\u8acb\u4ee3\u91d1\u652f\u6255\u9045\u5ef6\u7b49\u9632\u6b62\u6cd5\uff08\u4e0b\u8acb\u6cd5\uff09\u4e0a\u306e\u767a\u6ce8\u66f8\u9762\u4ea4\u4ed8\u7fa9\u52d9<\/strong>\u3084\u3001<strong><span class=\"swl-marker mark_yellow\">\u904b\u9001\u5951\u7d04\u306b\u304a\u3051\u308b\u66f8\u9762\u8981\u4ef6\u3068\u306e\u6574\u5408\u6027\u306b\u7559\u610f\u304c\u5fc5\u8981<\/span><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-icon_announce\">\u73fe\u6642\u70b9\u3067\u306f\u3001AI\u304c\u751f\u6210\u3057\u305f\u5951\u7d04\u5185\u5bb9\u3092\u4eba\u9593\u304c\u6700\u7d42\u78ba\u8a8d\u30fb\u627f\u8a8d\u3059\u308b\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u304c\u5b9f\u52d9\u7684\u306b\u306f\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff082\uff09\u73fe\u5834\u30ed\u30dc\u30c3\u30c8\u3078\u306e\u610f\u5473\u7684\u306a\u4f5c\u696d\u6307\u793a<\/h3>\n\n\n\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6280\u8853\u306b\u3088\u308a\u3001\u7269\u6d41\u73fe\u5834\u3067\u306f<strong>\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u4f5c\u696d\u6307\u793a\u3068\u30ed\u30dc\u30c3\u30c8\u306e\u81ea\u5f8b\u7684\u306a\u52d5\u4f5c\u751f\u6210\u304c\u53ef\u80fd<\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4eba\u304c\u66d6\u6627\u3055\u3092\u542b\u3080\u6307\u793a\u3092\u4e0e\u3048\u305f\u5834\u5408\u3067\u3082\u3001\u30ed\u30dc\u30c3\u30c8\u306f\u8996\u899a\u60c5\u5831\u3068\u3042\u308f\u305b\u3066\u5185\u5bb9\u3092\u89e3\u91c8\u3057\u3001\u4f5c\u696d\u8a08\u753b\u3092\u751f\u6210\u30fb\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u3001\u4f5c\u696d\u624b\u9806\u306e\u5909\u66f4\u306b\u306f\u5c02\u9580\u306e\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u8907\u96d1\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30c6\u30a3\u30fc\u30c1\u30f3\u30b0\u304c\u4e0d\u53ef\u6b20\u3067\u3057\u305f\u304c\u3001\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4ecb\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u5834\u306e\u62c5\u5f53\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u3084\u97f3\u58f0\u3092\u901a\u3058\u3066<strong><span class=\"swl-marker mark_yellow\">\u76f4\u611f\u7684\u306b\u30bf\u30b9\u30af\u3092\u66f4\u65b0\u3067\u304d\u308b\u3088\u3046\u306b<\/span><\/strong>\u306a\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u6bd4\u8f03\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><\/th><th><strong>\u751f\u6210AI\u30fb\u30ed\u30dc\u30c3\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong><\/th><th><strong>\u5f93\u6765\u306e\u7523\u696d\u7528\u30ed\u30dc\u30c3\u30c8<\/strong><\/th><\/tr><\/thead><tbody style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th><strong>\u6307\u793a\u65b9\u6cd5<\/strong><\/th><td>\u81ea\u7136\u8a00\u8a9e\uff08\u97f3\u58f0\u30fb\u30c6\u30ad\u30b9\u30c8\uff09<\/td><td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u5ea7\u6a19\u6307\u5b9a<\/td><\/tr><tr><th><strong>\u672a\u5b66\u7fd2\u306e\u8377\u7269<\/strong><\/th><td>\u5f62\u72b6\u3084\u8cea\u611f\u3092\u63a8\u8ad6\u3057\u3001\u5373\u5ea7\u306b\u5bfe\u5fdc<\/td><td>\u30a8\u30e9\u30fc\u505c\u6b62\u307e\u305f\u306f\u518d\u8a2d\u5b9a\u304c\u5fc5\u8981<\/td><\/tr><tr><th><strong>\u74b0\u5883\u5909\u5316<\/strong><\/th><td>\u7a7a\u9593\u3092\u610f\u5473\u7684\u306b\u7406\u89e3\u3057\u3001\u67d4\u8edf\u306b\u56de\u907f<\/td><td>\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u306b\u5f31\u3044<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u73fe\u5834\u62c5\u5f53\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u3084\u97f3\u58f0\u3067\u4f5c\u696d\u5185\u5bb9\u3092\u66f4\u65b0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001<strong>\u6761\u4ef6\u5909\u66f4\u3078\u306e\u5bfe\u5fdc\u304c\u52b9\u7387\u5316<\/strong>\u3055\u308c\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066\u3001<strong>\u591a\u54c1\u7a2e\u5c11\u91cf\u3084\u983b\u7e41\u306a\u5546\u54c1\u5207\u66ff\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u306a\u904b\u7528<\/strong>\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff083\uff09\u7570\u5e38\u691c\u77e5\u6642\u306e\u30b3\u30f3\u30bb\u30f3\u30b5\u30b9\u5f62\u6210\u3068\u8a08\u753b\u518d\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u751f\u6210AI\u306b\u3088\u308b\u81ea\u5f8b\u578b\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001<strong>\u30c6\u30ec\u30de\u30c6\u30a3\u30af\u30b9\u30c7\u30fc\u30bf<\/strong>\u3084\u6c17\u8c61\u60c5\u5831\u3001SNS\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6295\u7a3f\u306a\u3069\u304b\u3089\u7570\u5e38\u3092\u5373\u5ea7\u306b\u691c\u77e5\u3057\u3001\u305d\u306e\u5f71\u97ff\u7bc4\u56f2\u3092\u6570\u7406\u6700\u9069\u5316\u3068\u7d44\u307f\u5408\u308f\u305b\u3066<strong><span class=\"swl-marker mark_yellow\">\u77ac\u6642\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/span><\/strong>\u3057\u307e\u3059\u3002<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d0d\u54c1\u6642\u9593\u306e\u5909\u66f4\u3084\u4ed6\u62e0\u70b9\u304b\u3089\u306e\u4ee3\u66ff\u914d\u9001\u3068\u3044\u3063\u305f<strong>\u8907\u6570\u306e\u30ea\u30ab\u30d0\u30ea\u30fc\u30d7\u30e9\u30f3\u3092\u81ea\u52d5\u751f\u6210<\/strong>\u3057\u3001\u95a2\u4fc2\u8005\u5168\u54e1\u3078\u512a\u5148\u9806\u4f4d\u4ed8\u304d\u306e\u4ee3\u66ff\u6848\u3068\u3057\u3066\u901a\u77e5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5404\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u304c\u63d0\u793a\u3055\u308c\u305f\u9078\u629e\u80a2\u304b\u3089\u5408\u610f\u3092\u5f62\u6210\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5373\u5ea7\u306b<strong>TMS<\/strong>\u3084<strong>WMS\uff08\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09<\/strong>\u3092\u66f8\u304d\u63db\u3048\u3001<strong>\u518d\u914d\u8eca\u3084\u4f5c\u696d\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306e\u518d\u69cb\u7bc9\u3092\u81ea\u52d5\u5b9f\u884c<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u7570\u5e38\u767a\u751f\u304b\u3089\u5fa9\u65e7\u307e\u3067\u306e\u30bf\u30a4\u30e0\u30e9\u30b0\u3092\u6975\u5c0f\u5316\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u306e\u7dad\u6301\u3068\u73fe\u5834\u306e\u5fc3\u7406\u7684\u8ca0\u8377\u306e\u8efd\u6e1b\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u5bfe\u5fdc\u30ed\u30b0\u3092AI\u304c\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u985e\u4f3c\u4e8b\u8c61\u306b\u5bfe\u3059\u308b\u6b21\u56de\u306e\u5bfe\u5fdc\u7cbe\u5ea6\u304c\u7d99\u7d9a\u7684\u306b\u5411\u4e0a\u3059\u308b\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\u6a5f\u80fd\u3082<\/strong>\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2025\/07\/AIR-\u30ab\u30aa\u30b9\u30de\u30c3\u30d7-21-300x200.png\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/www.isz.co.jp\/air\/column\/2021\/\">\u914d\u9001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08TMS\uff0915\u9078\u3092\u6a5f\u80fd\u7b49\u3067\u6bd4\u8f03\uff01\u7121\u6599\u306e\u6bd4\u8f03\u8868\u4ed8\u304d<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u7d4c\u6e08\u7523\u696d\u7701\u306e\u300c\u8377\u4e3b\u30fb\u7269\u6d41\u4e8b\u696d\u8005\u306e\u305f\u3081\u306e\u7269\u6d41\u52b9\u7387\u5316\u306b\u8cc7\u3059\u308b\u300c\u7269\u6d41\u30c7\u30b8\u30bf\u30eb\u30b5\u30fc\u30d3\u30b9\u300d\u4e8b\u4f8b\u96c6\u300d\u3067\u3082\u914d\u9001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304c\u597d\u4f8b\u3068\u3057\u3066\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u914d&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h3 class=\"wp-block-heading\">\uff084\uff09\u4eba\u9593\u3068AI\u306e\u5224\u65ad\u5883\u754c\u7dda\u306e\u8a2d\u8a08<\/h3>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u306f\u3058\u3081\u3068\u3059\u308bAI\u306f\u3001<strong>\u6570\u4e07\u901a\u308a\u306e\u914d\u9001\u30eb\u30fc\u30c8\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\u3084<strong>\u81a8\u5927\u306a\u904e\u53bb\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u9700\u8981\u4e88\u6e2c<\/strong>\u306a\u3069\u3001<strong><span class=\"swl-marker mark_yellow\">\u660e\u78ba\u306a\u76ee\u7684\u95a2\u6570\u304c\u5b58\u5728\u3059\u308b\u8a08\u7b97\u51e6\u7406\u306b\u304a\u3044\u3066\u4eba\u9593\u3092\u9065\u304b\u306b\u51cc\u99d5\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/span><\/strong>\u3092\u767a\u63ee\u3057\u307e\u3059\u304c\u3001\u9577\u5e74\u306e\u4fe1\u983c\u95a2\u4fc2\u306b\u57fa\u3065\u304f\u5927\u53e3\u9867\u5ba2\u3078\u306e<strong>\u500b\u5225\u914d\u616e<\/strong>\u3001\u4eba\u547d\u3084\u74b0\u5883\u3078\u306e\u914d\u616e\u304c\u7d61\u3080<strong>\u502b\u7406\u7684\u5224\u65ad<\/strong>\u3001\u3042\u308b\u3044\u306f<strong>\u7d4c\u55b6\u8cc7\u6e90\u3092\u3069\u3053\u306b\u96c6\u4e2d\u3055\u305b\u308b\u304b<\/strong>\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066<strong>\u4eba\u9593\u304c\u6700\u7d42\u8cac\u4efb\u3092\u8ca0\u3046\u3079\u304d\u9818\u57df<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u512a\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3053\u306e\u5883\u754c\u7dda\u3092\u52d5\u7684\u306b\u8a2d\u8a08\u3057\u3001AI\u304c\u4e0b\u3057\u305f\u5224\u65ad\u306e\u6839\u62e0\u3092\u81ea\u7136\u8a00\u8a9e\u3067\u8aac\u660e\u3059\u308b<strong>\u8aac\u660e\u53ef\u80fd\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-crease\">\u4f8b\u3048\u3070\u3001AI\u304c\u901a\u5e38\u3068\u306f\u7570\u306a\u308b\u914d\u9001\u30eb\u30fc\u30c8\u3092\u63d0\u6848\u3057\u305f\u969b\u3001\u305d\u306e\u7406\u7531\u3092\u300c\u73fe\u5730\u306e\u9053\u8def\u5de5\u4e8b\u306b\u3088\u308b30\u5206\u306e\u9045\u5ef6\u30ea\u30b9\u30af\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u300d\u3068\u660e\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u5834\u306e\u7d0d\u5f97\u611f\u3092\u91b8\u6210\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u7dca\u6025\u6642\u306b\u306f\u4eba\u9593\u304c\u5373\u5ea7\u306b\u4ecb\u5165\u3057\u3066AI\u306e\u8a08\u753b\u3092\u4fee\u6b63\u3067\u304d\u308b\u30aa\u30fc\u30d0\u30fc\u30e9\u30a4\u30c9\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u904e\u5ea6\u306a\u4f9d\u5b58\u3092\u9632\u3050\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u3092\u4eba\u9593\u306e\u80fd\u529b\u3092\u62e1\u5f35\u3059\u308b\u77e5\u7684\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u308b\u3053\u3068\u3067\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u3092\u56de\u907f\u3057\u3064\u3064\u3001\u73fe\u5834\u306e\u6a5f\u52d5\u529b\u3068\u7d4c\u55b6\u306e\u67d4\u8edf\u6027\u3092\u540c\u6642\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4\uff0e\u7269\u6d41DX\u3092\u652f\u3048\u308b\u6b21\u4e16\u4ee3AI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u9020<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"663\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30-1024x663.png\" alt=\"\" class=\"wp-image-2160\" style=\"width:575px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30-1024x663.png 1024w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30-300x194.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30-768x497.png 768w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30-1536x994.png 1536w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-30.png 1559w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6b21\u4e16\u4ee3\u306e\u7269\u6d41DX\u306f\u3001\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306a\u3069\u306e\u7269\u7406\u5c64\u3001IoT\u3084\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5c64\u3001\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4e2d\u6838\u3068\u3059\u308b\u77e5\u80fd\u5c64\u304c\u9023\u643a\u3057\u305f<strong>\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/strong>\u3068\u3057\u3066\u69cb\u7bc9\u3055\u308c\u307e\u3059\u3002<br>\u3053\u306e\u69cb\u9020\u3067\u306f\u3001\u73fe\u5834\u306e\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u304c\u5373\u6642\u306b\u30c7\u30fc\u30bf\u5316\u3055\u308c\u3001\u5206\u6790\u30fb\u5224\u65ad\u3092\u7d4c\u3066\u73fe\u5834\u3078\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3055\u308c\u308b\u5faa\u74b0\u304c\u5f62\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u500b\u5225\u696d\u52d9\u306e\u6700\u9069\u5316\u306b\u3068\u3069\u307e\u3089\u305a\u3001<strong><span class=\"swl-marker mark_yellow\">\u7269\u6d41\u7db2\u5168\u4f53\u306e\u8abf\u6574\u3068\u6700\u9069\u5316<\/span><\/strong>\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u7ae0\u3067\u306f\u3001\u3053\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210\u8981\u7d20\u3068\u9023\u643a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff081\uff09\u30a4\u30f3\u30d5\u30e9\u30fb\u77e5\u80fd\u5c64\uff1a\u7269\u6d41\u5c02\u7528LLM\u57fa\u76e4<\/h3>\n\n\n\n<p>\u751f\u6210AI\u306e\u4e2d\u6838\u3067\u3042\u308b<strong>LLM<\/strong>\u3092\u7269\u6d41\u73fe\u5834\u3067\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001<strong>\u7269\u6d41\u30c9\u30e1\u30a4\u30f3\u306b\u7279\u5316\u3057\u305f\u77e5\u8b58\u4f53\u7cfb\u306e\u7d44\u307f\u8fbc\u307f<\/strong>\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u6c4e\u7528\u30e2\u30c7\u30eb\u3067\u306f\u3001\u7a4d\u8f09\u5236\u9650\u3084\u5371\u967a\u7269\u8f38\u9001\u3001\u901a\u95a2\u624b\u7d9a\u304d\u3001\u62d8\u675f\u6642\u9593\u898f\u5236\u306a\u3069\u306e\u5236\u7d04\u6761\u4ef6\u306b\u5bfe\u3057\u3066\u5341\u5206\u306a\u5224\u65ad\u304c\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-crease\">\u3053\u308c\u3089\u306e\u5236\u7d04\u6761\u4ef6\u306f\u3001<strong>\u8ca8\u7269\u81ea\u52d5\u8eca\u904b\u9001\u4e8b\u696d\u6cd5<\/strong>\u3001<strong>\u9053\u8def\u4ea4\u901a\u6cd5\uff08\u8eca\u4e21\u5236\u9650\u4ee4\uff09<\/strong>\u3001<strong>\u52b4\u50cd\u57fa\u6e96\u6cd5\u306b\u57fa\u3065\u304f\u30c8\u30e9\u30c3\u30af\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u6539\u5584\u57fa\u6e96\u544a\u793a\uff082024\u5e744\u6708\u65bd\u884c\uff09<\/strong>\u3001\u3055\u3089\u306b\u5371<strong>\u967a\u7269\u8f38\u9001\u306b\u95a2\u3059\u308b\u6d88\u9632\u6cd5\u30fb\u706b\u85ac\u985e\u53d6\u7de0\u6cd5\u7b49<\/strong>\u306b\u3088\u3063\u3066\u898f\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u7269\u6d41\u5c02\u7528LLM\u306b\u306f\u3053\u308c\u3089\u3092\u4f53\u7cfb\u7684\u306b\u7d44\u307f\u8fbc\u3093\u3060\u63a8\u8ad6\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5c64\u306f\u3001\u7269\u6d41\u95a2\u9023\u6cd5\u898f\u3084\u696d\u754c\u6163\u7fd2\u3092\u6574\u7406\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u57fa\u76e4\u3068\u63a8\u8ad6\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u696d\u52d9\u5224\u65ad\u3092\u652f\u3048\u308b\u4ed5\u7d44\u307f\u3068\u3057\u3066\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u81ea\u793e\u306e\u914d\u9001\u5b9f\u7e3e\u3084\u9867\u5ba2\u7279\u6027\u3001\u8eca\u4e21\u30fb\u5009\u5eab\u306a\u3069\u306e<strong><span class=\"swl-marker mark_yellow\">\u30ea\u30bd\u30fc\u30b9\u60c5\u5831\u3092\u7d99\u7d9a\u7684\u306b\u53d6\u308a\u8fbc\u3080<\/span>\u3053<\/strong>\u3068\u3067\u3001\u696d\u52d9\u7279\u6027\u306b\u5373\u3057\u305f\u5224\u65ad\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u69cb\u6210\u8981\u7d20<\/strong><\/th><th><strong>\u5b66\u7fd2\u30fb\u53c2\u7167\u30c7\u30fc\u30bf<\/strong><\/th><th><strong>\u5b9f\u73fe\u3059\u308b\u6a5f\u80fd<\/strong><\/th><\/tr><\/thead><tbody style=\"--tbody-th-color--bg:var(--color_main_thin);--tbody-th-color--txt:var(--swl-text_color--black)\"><tr><th>\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58<\/th><td>\u6cd5\u898f\u3001\u901a\u95a2\u5b9f\u52d9\u3001\u9053\u8def\u4ea4\u901a\u60c5\u5831<\/td><td>\u5236\u7d04\u6761\u4ef6\u3092\u8e0f\u307e\u3048\u305f\u8a08\u753b\u751f\u6210<\/td><\/tr><tr><th>\u81ea\u793e\u56fa\u6709\u30c7\u30fc\u30bf<\/th><td>\u8377\u52d5\u304d\u3001\u914d\u9001\u30eb\u30fc\u30c8\u3001\u9867\u5ba2\u7279\u6027<\/td><td>\u904e\u53bb\u5b9f\u7e3e\u3092\u53cd\u6620\u3057\u305f\u5224\u65ad<\/td><\/tr><tr><th>\u30ea\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf<\/th><td>\u8eca\u4e21\u3001\u5009\u5eab\u3001\u4eba\u54e1\u30b9\u30ad\u30eb<\/td><td>\u5b9f\u884c\u53ef\u80fd\u6027\u3092\u8003\u616e\u3057\u305f\u6307\u793a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3053\u306e\u57fa\u76e4\u306b\u3088\u308a\u3001\u7269\u6d41\u696d\u52d9\u306b\u304a\u3051\u308b\u5224\u65ad\u3068\u8a08\u753b\u304c\u30c7\u30fc\u30bf\u3068\u3057\u3066\u84c4\u7a4d\u30fb\u6d3b\u7528\u3055\u308c\u3001<strong><span 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class=\"wp-block-heading\">\uff083\uff09\u53f8\u4ee4\u5854\u5c64\uff1a\u9ad8\u5ea6\u904b\u884c\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08TMS\uff09<\/h3>\n\n\n\n<p>\u7269\u6d41DX\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u3068\u306a\u308b\u306e\u304c\u3001\u5168\u4f53\u3092\u7d71\u5408\u7ba1\u7406\u3059\u308b<strong>TMS<\/strong>\u3067\u3059\u3002<br>\u6b21\u4e16\u4ee3TMS\u306f\u3001\u77e5\u80fd\u5c64\u3068\u5b9f\u884c\u30fb\u30c7\u30d0\u30a4\u30b9\u5c64\u3092\u63a5\u7d9a\u3057\u3001\u500b\u5225\u6700\u9069\u306b\u3068\u3069\u307e\u3089\u305a\u3001<strong><span class=\"swl-marker mark_yellow\">\u7269\u6d41\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u306e\u5236\u5fa1\u3092\u53ef\u80fd<\/span><\/strong>\u3068\u3059\u308b\u70b9\u306b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002\u65e2\u5b58\u306e\u30ed\u30dc\u30c3\u30c8\u3084\u30bb\u30f3\u30b5\u30fc\u3001\u8eca\u4e21\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u5224\u65ad\u7cbe\u5ea6\u3084\u6307\u793a\u306e\u5373\u6642\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u914d\u9001\u5b9f\u7e3e\u3084\u30b3\u30b9\u30c8\u3001\u54c1\u8cea\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d\u57fa\u76e4\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u7d99\u7d9a\u7684\u306a\u904b\u7528\u6539\u5584\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u6392\u51fa\u91cf\u306e\u53ef\u8996\u5316\u306a\u3069\u74b0\u5883\u60c5\u5831\u306e\u7ba1\u7406\u306b\u3082\u5bfe\u5fdc\u3057\u3001<strong>\u696d\u52d9\u5168\u4f53\u306e\u7d71\u5408\u7684\u306a\u904b\u7528\u3092\u652f\u3048\u308b\u5f79\u5272<\/strong>\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/03\/image-53-300x173.png\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/www.isz.co.jp\/air\/column\/2093\/\">\u904b\u884c\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u304a\u3059\u3059\u308115\u9078\uff01\u904b\u884c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9055\u3044\u3068\u9078\u5b9a\u57fa\u6e96<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">2024\u5e74\u554f\u984c\u3084\u62d8\u675f\u6642\u9593\u7ba1\u7406\u306e\u53b3\u683c\u5316\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u7d19\u30fbExcel\u4e2d\u5fc3\u306e\u904b\u7528\u306b\u9650\u754c\u3092\u611f\u3058\u308b\u4f01\u696d\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u904b\u884c\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u4e3b\u898115\u9078\u3092\u6bd4\u8f03\u3057\u3001\u904b\u884c\u7ba1\u7406\u30b7&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">5\uff0e\u751f\u6210AI\u304c\u63cf\u304f\u7269\u6d41\u306e\u672a\u6765\u50cf\u3068\u5148\u9032\u4e8b\u4f8b<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-31-1024x683.png\" alt=\"\" class=\"wp-image-2161\" style=\"width:531px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-31-1024x683.png 1024w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-31-300x200.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-31-768x512.png 768w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-31.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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class=\"wp-image-2155\" style=\"width:537px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-25.png 896w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-25-300x150.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-25-768x385.png 768w\" sizes=\"(max-width: 896px) 100vw, 896px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/j-pic.or.jp\/about\/\">https:\/\/j-pic.or.jp\/about\/<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u62e0\u70b9\u3084\u8f38\u9001\u624b\u6bb5\u3092\u6a2a\u65ad\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5316\u306b\u3088\u308a\u3001\u500b\u5225\u6700\u9069\u3067\u306f\u5b9f\u73fe\u3067\u304d\u306a\u304b\u3063\u305f<strong><span class=\"swl-marker mark_yellow\">\u5168\u4f53\u6700\u9069\u306e\u5b9f\u73fe<\/span><\/strong>\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 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class=\"mininote\">\u53c2\u8003\uff1a<a href=\"https:\/\/www.mlit.go.jp\/seisakutokatsu\/freight\/GreenLogisticsPartnership.html\">https:\/\/www.mlit.go.jp\/seisakutokatsu\/freight\/GreenLogisticsPartnership.html<\/a><\/small><\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u88fd\u9020\u696d\u5404\u793e\u3067\u306f\u3001<strong>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u306e\u9700\u7d66\u8a08\u753b\u304b\u3089\u8f38\u914d\u9001\u307e\u3067\u3092\u7d71\u5408\u7684\u306b\u6700\u9069\u5316\u3059\u308b\u53d6\u308a\u7d44\u307f<\/strong>\u304c\u9032\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u9700\u8981\u4e88\u6e2c\u3001\u5728\u5eab\u914d\u7f6e\u3001\u8f38\u9001\u8a08\u753b\u3092\u4e00\u4f53\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u904e\u5270\u5728\u5eab\u3084\u975e\u52b9\u7387\u306a\u8f38\u9001\u306e\u767a\u751f\u3092\u6291\u5236\u3057\u3001\u7269\u6d41\u5168\u4f53\u306e\u7121\u99c4\u3092\u524a\u6e1b\u3059\u308b\u69cb\u9020\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"805\" height=\"479\" src=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-26.png\" alt=\"\" class=\"wp-image-2156\" style=\"width:491px;height:auto\" srcset=\"https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-26.png 805w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-26-300x179.png 300w, https:\/\/www.isz.co.jp\/air\/wp-content\/uploads\/2026\/05\/image-26-768x457.png 768w\" sizes=\"(max-width: 805px) 100vw, 805px\" \/><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.enecho.meti.go.jp\/category\/saving_and_new\/saving\/enterprise\/ai\/pdf\/digital-ai_detail.pdf\">https:\/\/www.enecho.meti.go.jp\/category\/saving_and_new\/saving\/enterprise\/ai\/pdf\/digital-ai_detail.pdf<\/a><\/figcaption><\/figure>\n\n\n\n<p 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