\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272<\/title>\n <meta name=\"description\" content=\"\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272\u306b\u3064\u3044\u3066\u6700\u65b0\u4e8b\u4f8b\u30fb\u8ab2\u984c\u30fb\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u30fb\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\">\n <style>\n body { font-family: 'Yu Gothic', 'Meiryo', sans-serif; margin: 0 auto; max-width: 900px; background: #f7f7f7; padding: 24px;}\n h1, h2, h3 { color: #234; }\n .reference { background: #eef; padding: 10px 16px; border-radius: 8px; margin-top: 18px;}\n a { color: #0156c1; }\n blockquote { background: #fafafa; border-left: 4px solid #5bc; margin: 12px 0; padding: 10px 16px;}\n ul { margin-bottom: 20px;}\n <\/style>\n<\/head>\n<body>\n \n <p>\n \u8fd1\u5e74\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7d4c\u6e08\u306e\u5909\u52d5\u3084\u5730\u653f\u5b66\u30ea\u30b9\u30af\u3001\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306a\u3069\u3092\u53d7\u3051\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\uff08\u4f9b\u7d66\u7db2\uff09\u306e\u6700\u9069\u5316\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u3068\u3057\u3066\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u304c\u6025\u901f\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u69cb\u9020\u304b\u3089\u73fe\u4ee3\u306e\u8ab2\u984c\u3001AI\u6d3b\u7528\u306e\u5177\u4f53\u4f8b\u3001\u6280\u8853\u8a73\u7d30\u3001\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u3001\u5e45\u5e83\u304f\u6df1\u5800\u308a\u3057\u307e\u3059\u3002\n <\/p>\n\n <h2>1. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u306e\u80cc\u666f\u3068\u8ab2\u984c<\/h2>\n <h3>1.1 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3068\u306f<\/h3>\n <p>\n \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306f\u3001\u539f\u6750\u6599\u306e\u8abf\u9054\u304b\u3089\u6700\u7d42\u6d88\u8cbb\u8005\u3078\u306e\u88fd\u54c1\u914d\u9001\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u7d50\u3076\u300c\u6d41\u308c\uff08\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u300d\u3067\u3059\u3002<br>\n \u5178\u578b\u7684\u306a\u4f8b\u3067\u306f\u3001<b>\u8cc7\u6750\u8abf\u9054<\/b>\u2192<b>\u88fd\u9020<\/b>\u2192<b>\u7269\u6d41\u30fb\u5009\u5eab<\/b>\u2192<b>\u8ca9\u58f2\u30fb\u5c0f\u58f2<\/b>\u2192<b>\u9867\u5ba2<\/b>\u3068\u3044\u3046\u5404\u6bb5\u968e\u304c\u9023\u643a\u3057\u3001\u60c5\u5831\u30fb\u7269\u8cc7\u30fb\u8cc7\u91d1\u304c\u6d41\u901a\u3057\u307e\u3059\u3002\n <\/p>\n <h3>1.2 \u73fe\u4ee3\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c<\/h3>\n <ul>\n <li>\u9700\u7d66\u30d0\u30e9\u30f3\u30b9\u306e\u6025\u6fc0\u306a\u5909\u52d5\uff08\u81ea\u7136\u707d\u5bb3\u30fb\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u30fb\u6226\u4e89\u30fb\u6d88\u8cbb\u884c\u52d5\u306e\u5909\u5316\uff09<\/li>\n <li>\u5728\u5eab\u904e\u591a\u3084\u6b20\u54c1\u30ea\u30b9\u30af\u306e\u5897\u5927<\/li>\n <li>\u30b0\u30ed\u30fc\u30d0\u30eb\u5316\u306b\u3088\u308b\u8abf\u9054\u30fb\u7269\u6d41\u30eb\u30fc\u30c8\u306e\u8907\u96d1\u5316<\/li>\n <li>\u4eba\u624b\u4e0d\u8db3\u30fb\u52b4\u50cd\u529b\u306e\u9ad8\u9f62\u5316<\/li>\n <li>\u6e29\u5ba4\u52b9\u679c\u30ac\u30b9\u524a\u6e1b\u30fbESG\u3078\u306e\u5bfe\u5fdc<\/li>\n <li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u4e0a\u306e\u4e0d\u6b63\u3084\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c<\/li>\n <\/ul>\n <blockquote>\n 2020\u5e74\u4ee5\u964d\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u306b\u3088\u308b\u56fd\u5883\u5c01\u9396\u3084\u5de5\u5834\u306e\u7a3c\u50cd\u505c\u6b62\u3001\u307e\u305f\u30a6\u30af\u30e9\u30a4\u30ca\u5371\u6a5f\u306b\u3088\u308b\u539f\u6750\u6599\u9ad8\u9a30\u306a\u3069\u3001\u5916\u90e8\u30b7\u30e7\u30c3\u30af\u3067\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u5bf8\u65ad\u3055\u308c\u308b\u4e8b\u614b\u304c\u4e16\u754c\u4e2d\u3067\u767a\u751f\u3057\u307e\u3057\u305f\u3002\n <\/blockquote>\n\n <div class=\"reference\">\n <b>\u53c2\u8003:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.meti.go.jp\/policy\/economy\/distribution\/smartsupplychain.html\" target=\"_blank\">\u7d4c\u6e08\u7523\u696d\u7701\uff5c\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u53d6\u7d44<\/a><\/li>\n <li><a href=\"https:\/\/www.meti.go.jp\/shingikai\/sankoshin\/seizo_sangyo\/pdf\/016_04_00.pdf\" target=\"_blank\">\u7d4c\u6e08\u7523\u696d\u7701\uff5c\u88fd\u9020\u696d\u306b\u304a\u3051\u308bDX\u306e\u63a8\u9032\u3084\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u5831\u544a\u66f8\u3000PDF<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h2>2. AI\u6280\u8853\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n <p>\n AI\uff08Artificial Intelligence\uff09\u6280\u8853\u306f\u3001\u5f93\u6765\u306e\u4eba\u624b\u3084\u52d8\u30fb\u7d4c\u9a13\u306b\u983c\u3063\u305f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u304b\u3089\u3001<b>\u4e88\u6e2c\u7cbe\u5ea6\u30fb\u6700\u9069\u5316\u30fb\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316<\/b>\u3078\u3068\u9032\u5316\u3055\u305b\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\n <\/p>\n <ul>\n <li><b>\u9700\u8981\u4e88\u6e2c\u306e\u9ad8\u7cbe\u5ea6\u5316<\/b>\uff08\u904e\u53bb\u306e\u8ca9\u58f2\u30fb\u6c17\u8c61\u30fbSNS\u52d5\u5411\u306a\u3069\u3092\u591a\u5909\u91cf\u89e3\u6790\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u8ca9\u58f2\u4e88\u6e2c\u3092\u5b9f\u73fe\uff09<\/li>\n <li><b>\u5728\u5eab\u7ba1\u7406\u306e\u6700\u9069\u5316<\/b>\uff08\u6b20\u54c1\u30ea\u30b9\u30af\u30fb\u904e\u5270\u5728\u5eab\u3092AI\u3067\u6700\u5c0f\u5316\uff09<\/li>\n <li><b>\u751f\u7523\u8a08\u753b\u306e\u81ea\u52d5\u5316<\/b>\uff08\u9700\u8981\u3084\u8a2d\u5099\u7a3c\u50cd\u7387\u3001\u4eba\u54e1\u30b7\u30d5\u30c8\u3092\u52a0\u5473\u3057\u305f\u81ea\u52d5\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\uff09<\/li>\n <li><b>\u7269\u6d41\u30eb\u30fc\u30c8\u306e\u6700\u9069\u5316<\/b>\uff08\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4ea4\u901a\u30fb\u5929\u5019\u30fb\u30b3\u30b9\u30c8\u3092AI\u304c\u7dcf\u5408\u5224\u65ad\u3057\u3001\u914d\u9001\u7d4c\u8def\u3092\u81ea\u52d5\u9078\u629e\uff09<\/li>\n <li><b>\u30ea\u30b9\u30af\u691c\u77e5\u30fb\u969c\u5bb3\u4e88\u5146<\/b>\uff08\u7570\u5e38\u691c\u77e5AI\u306b\u3088\u308a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5bf8\u65ad\u30ea\u30b9\u30af\u3092\u65e9\u671f\u767a\u898b\uff09<\/li>\n <li><b>\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u5f37\u5316<\/b>\uff08AI\uff0b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u9023\u643a\u3067\u4e0d\u6b63\u9632\u6b62\u3084\u4fe1\u983c\u6027\u5411\u4e0a\uff09<\/li>\n <\/ul>\n <blockquote>\n AI\u5c0e\u5165\u306b\u3088\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u898f\u6a21\u306e\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4eba\u9593\u306e\u9650\u754c\u3092\u8d85\u3048\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u7ba1\u7406\u30fb\u6700\u9069\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u4f01\u696d\u7af6\u4e89\u529b\u306e\u6e90\u6cc9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\n <\/blockquote>\n\n <h2>3. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3AI\u6280\u8853\u306e\u4e3b\u306a\u9818\u57df\u3068\u8a73\u7d30<\/h2>\n <h3>3.1 AI\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c<\/h3>\n <p>\n \u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u6c17\u8c61\u3001SNS\u30c8\u30ec\u30f3\u30c9\u3001\u7d4c\u6e08\u6307\u6a19\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u60c5\u5831\u306a\u3069\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\uff08\u4f8b\uff1a\u6642\u7cfb\u5217\u4e88\u6e2c\u30e2\u30c7\u30eb\u3001\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\uff09\u304c\u9700\u8981\u5909\u52d5\u3092\u9ad8\u7cbe\u5ea6\u306b\u4e88\u6e2c\u3057\u307e\u3059\u3002<br>\n \u3053\u308c\u306b\u3088\u308a\u300c\u58f2\u308c\u7b4b\u300d\u306e\u904e\u4e0d\u8db3\u3084\u4f59\u5270\u5728\u5eab\u3001\u30b7\u30fc\u30ba\u30ca\u30ea\u30c6\u30a3\u306e\u8aad\u307f\u9055\u3044\u304c\u6e1b\u308a\u307e\u3059\u3002\n <\/p>\n\n <h3>3.2 AI\u306b\u3088\u308b\u5728\u5eab\u6700\u9069\u5316\u3068\u81ea\u52d5\u88dc\u5145<\/h3>\n <p>\n \u9700\u8981\u4e88\u6e2c\u306e\u7d50\u679c\u3092\u53d7\u3051\u3066\u3001\u81ea\u52d5\u7684\u306b\u5728\u5eab\u91cf\u3092\u6700\u9069\u5316\u3057\u3001\u767a\u6ce8\u3084\u88dc\u5145\u3092AI\u304c\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002<br>\n \u88fd\u54c1\u3054\u3068\u306e\u9069\u6b63\u5728\u5eab\u3001\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u3054\u3068\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u3001\u7269\u6d41\u9045\u5ef6\u30ea\u30b9\u30af\u3082\u8003\u616e\u3055\u308c\u3001\u73fe\u5834\u306e\u5728\u5eab\u5207\u308c\u3084\u4f59\u5270\u3092\u5927\u5e45\u306b\u6e1b\u3089\u305b\u307e\u3059\u3002\n <\/p>\n\n <h3>3.3 \u7269\u6d41\u30fb\u914d\u9001\u30eb\u30fc\u30c8\u6700\u9069\u5316<\/h3>\n <p>\n \u914d\u9001\u306e\u969b\u306b\u306f\u3001\u9053\u8def\u72b6\u6cc1\u3001\u4ea4\u901a\u6e0b\u6ede\u3001\u5929\u5019\u3001\u914d\u9001\u5148\u306e\u53d7\u53d6\u53ef\u80fd\u6642\u9593\u306a\u3069\u81a8\u5927\u306a\u8981\u7d20\u3092AI\u304c\u89e3\u6790\u3057\u3001\u6700\u3082\u52b9\u7387\u7684\u306a\u914d\u9001\u30eb\u30fc\u30c8\u3092\u81ea\u52d5\u9078\u629e\u3057\u307e\u3059\u3002<br>\n \u914d\u9001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u8ca0\u8377\u8efd\u6e1b\u3001\u71c3\u6599\u8cbb\u3084CO2\u6392\u51fa\u306e\u524a\u6e1b\u3082\u5b9f\u73fe\u3057\u307e\u3059\u3002\n <\/p>\n\n <h3>3.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30ea\u30b9\u30af\u306e\u4e88\u5146\u30fb\u65e9\u671f\u691c\u77e5<\/h3>\n <p>\n \u30bb\u30f3\u30b5\u30fc\u3084IoT\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3001SNS\u4e0a\u306e\u60c5\u5831\u3001\u707d\u5bb3\u30fb\u653f\u60c5\u4e0d\u5b89\u306e\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u3092AI\u304c\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u30ea\u30b9\u30af\u767a\u751f\u306e\u5146\u5019\u3092\u81ea\u52d5\u691c\u77e5\u3002\u65e9\u671f\u306b\u30a2\u30e9\u30fc\u30c8\u3092\u51fa\u3059\u3053\u3068\u3067\u300c\u6b62\u307e\u3089\u306a\u3044\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\n <\/p>\n\n <h3>3.5 \u753b\u50cf\u89e3\u6790\u306b\u3088\u308b\u73fe\u5834\u6700\u9069\u5316<\/h3>\n <p>\n \u5009\u5eab\u3084\u88fd\u9020\u73fe\u5834\u3067\u306f\u3001\u76e3\u8996\u30ab\u30e1\u30e9\u3084\u30c9\u30ed\u30fc\u30f3\u6620\u50cf\u3092\u753b\u50cf\u89e3\u6790AI\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u89e3\u6790\u3057\u3001\u4f5c\u696d\u306e\u52b9\u7387\u5316\u3084\u4e0d\u826f\u54c1\u691c\u51fa\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u9632\u6b62\u306b\u3064\u306a\u3052\u3066\u3044\u307e\u3059\u3002<br>\n \u4f8b\u3048\u3070Amazon\u306e\u5009\u5eab\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u30fbAI\u30ab\u30e1\u30e9\u30fb\u4eba\u9593\u306e\u9023\u643a\u306724\u6642\u9593\u6700\u9069\u5316\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <div class=\"reference\">\n <b>\u95a2\u9023\u4e8b\u4f8b:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.aboutamazon.com\/news\/operations\/amazon-introduces-new-robotics-solutions\" target=\"_blank\">Amazon\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u30ed\u30dc\u30c3\u30c8\uff06AI\u6d3b\u7528<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h3>3.6 AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u308b\u9867\u5ba2\u30fb\u53d6\u5f15\u5148\u5bfe\u5fdc<\/h3>\n <p>\n \u53d6\u5f15\u5148\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u7d0d\u671f\u8abf\u6574\u3082AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u4e00\u6b21\u5bfe\u5fdc\u3057\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3084\u5bfe\u5fdc\u9045\u5ef6\u3092\u9632\u6b62\u3057\u307e\u3059\u3002<br>\n \u9700\u8981\u5909\u52d5\u6642\u3084\u707d\u5bb3\u6642\u306e\u81ea\u52d5\u901a\u77e5\u306a\u3069\u3082AI\u30c1\u30e3\u30c3\u30c8\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002\n <\/p>\n\n <h2>4. \u5148\u9032\u4f01\u696d\u306eAI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5c0e\u5165\u4e8b\u4f8b<\/h2>\n <ul>\n <li><b>\u30c8\u30e8\u30bf\u81ea\u52d5\u8eca<\/b>\uff1aAI\u306b\u3088\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u90e8\u54c1\u4f9b\u7d66\u7db2\u306e\u7570\u5e38\u691c\u77e5\u30fb\u81ea\u52d5\u8abf\u6574\u30022021\u5e74\u306e\u534a\u5c0e\u4f53\u4e0d\u8db3\u6642\u306b\u3082AI\u306b\u3088\u308b\u8907\u6570\u8abf\u9054\u30fb\u5728\u5eab\u6226\u7565\u3067\u751f\u7523\u5f71\u97ff\u3092\u6700\u5c0f\u5316\u3002<\/li>\n <li><b>\u30a6\u30a9\u30eb\u30de\u30fc\u30c8<\/b>\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5728\u5eab\u7ba1\u7406\u3068\u81ea\u52d5\u767a\u6ce8\u3002\u81a8\u5927\u306aSKU\uff08\u54c1\u76ee\uff09\u3092AI\u304c\u4e88\u6e2c\u30fb\u767a\u6ce8\u6700\u9069\u5316\u3002<\/li>\n <li><b>\u65e5\u7acb\u88fd\u4f5c\u6240<\/b>\uff1a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u306eAI\u53ef\u8996\u5316\u3068\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u6307\u6a19\uff08CO2\u6392\u51fa\u91cf\u542b\u3080\uff09\u306e\u6700\u9069\u5316\u3002<\/li>\n <li><b>\u30a2\u30ea\u30d0\u30d0\uff08Cainiao\uff09<\/b>\uff1aAI\uff0bIoT\uff0b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u4e2d\u56fd\u5168\u571f\u306e\u7269\u6d41\u3092\u6700\u9069\u5316\u3001\u914d\u9054\u306e\u5927\u90e8\u5206\u3092\u81ea\u52d5\u5316\u3002<br>\n <a href=\"https:\/\/www.alizila.com\/cainiao-launches-ai-powered-logistics-infrastructure\/\" target=\"_blank\">\u53c2\u8003: Alibaba\u7269\u6d41Cainiao\u306eAI\u30a4\u30f3\u30d5\u30e9<\/a>\n <\/li>\n <\/ul>\n <div class=\"reference\">\n <b>\u53c2\u8003:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/solution\/supplychain\/\" target=\"_blank\">\u65e5\u7acb\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3DX\u4e8b\u4f8b<\/a><\/li>\n <li><a href=\"https:\/\/s3.amazonaws.com\/brt.org.cn\/upload\/file\/20210916\/1631772358614172.pdf\" target=\"_blank\">Walmart: The Use of AI in Retail Supply Chains<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h2>5. AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6280\u8853\u30b9\u30bf\u30c3\u30af\u30fb\u5c0e\u5165\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n <h3>5.1 \u4e3b\u306aAI\u6280\u8853\u3068\u95a2\u9023\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/h3>\n <ul>\n <li>\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c\/\u5728\u5eab\u7ba1\u7406<\/li>\n <li>\u753b\u50cf\u8a8d\u8b58AI\u306b\u3088\u308b\u73fe\u5834\u7ba1\u7406\uff08\u7269\u54c1\u30fb\u4eba\u6d41\u30fb\u7570\u5e38\u691c\u77e5\uff09<\/li>\n <li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u3088\u308b\u696d\u52d9\u5831\u544a\u30fb\u9867\u5ba2\u5bfe\u5fdc\u81ea\u52d5\u5316<\/li>\n <li>\u7570\u5e38\u691c\u77e5\u30fb\u7570\u5e38\u4e88\u5146AI\uff08IoT\u30c7\u30fc\u30bf\u89e3\u6790\uff09<\/li>\n <li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u81ea\u5f8b\u7684\u6700\u9069\u5316<\/li>\n <li>\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\uff08AWS, Azure, Google Cloud \u307b\u304b\uff09<\/li>\n <\/ul>\n <div class=\"reference\">\n <b>\u6709\u540d\u306aAI\u30c4\u30fc\u30eb\/\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0:<\/b>\n <ul>\n <li><a href=\"https:\/\/cloud.google.com\/solutions\/ai-in-supply-chain-management?hl=ja\" target=\"_blank\">Google Cloud\uff5cAI\u306b\u3088\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316<\/a><\/li>\n <li><a href=\"https:\/\/aws.amazon.com\/jp\/supply-chain\/\" target=\"_blank\">AWS Supply Chain\uff08\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5411\u3051AI\u30b5\u30fc\u30d3\u30b9\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/manufacturing\/supply-chain\" target=\"_blank\">Microsoft AI + Supply Chain<\/a><\/li>\n <\/ul>\n <\/div>\n <h3>5.2 \u5c0e\u5165\u6642\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n <ul>\n <li>\u696d\u52d9\u30c7\u30fc\u30bf\u306e\u6574\u5099\u30fb\u7d71\u5408\uff08\u90e8\u9580\u6a2a\u65ad\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u69cb\u7bc9\uff09<\/li>\n <li>AI\u30e2\u30c7\u30eb\u306e\u7d99\u7d9a\u7684\u306a\u7cbe\u5ea6\u5411\u4e0a\uff08PDCA\u30b5\u30a4\u30af\u30eb\u306e\u78ba\u7acb\uff09<\/li>\n <li>\u73fe\u5834\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3068AI\u306e\u9023\u643a\u8a2d\u8a08\uff08\u4f7f\u3044\u3084\u3059\u3055\u30fb\u8aac\u660e\u6027\u30fb\u4eba\u3068\u306e\u5354\u8abf\uff09<\/li>\n <li>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3078\u306e\u914d\u616e\uff08\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3084\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u5bfe\u7b56\uff09<\/li>\n <\/ul>\n\n <h2>6. \u4eca\u5f8c\u306e\u5c55\u671b\u3068\u793e\u4f1a\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <p>\n AI\u6280\u8853\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306f\u3055\u3089\u306a\u308b\u81ea\u52d5\u5316\u30fb\u67d4\u8edf\u5316\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5316\u304c\u9032\u3080\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u3084\u707d\u5bb3\u306a\u3069\u4e88\u6e2c\u56f0\u96e3\u306a\u30ea\u30b9\u30af\u306b\u3082\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u300c\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\uff08\u5f37\u976d\uff09\u306a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<br>\n \u307e\u305f\u3001AI\u3068\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001IoT\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306a\u3069\u306e\u878d\u5408\u306b\u3088\u308a\u3001\u900f\u660e\u6027\u30fb\u52b9\u7387\u6027\u30fb\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\uff08\u6301\u7d9a\u53ef\u80fd\u6027\uff09\u3082\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u308a\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u4eba\u9593\u306f\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u696d\u52d9\uff08\u610f\u601d\u6c7a\u5b9a\u3084\u6226\u7565\u7acb\u6848\uff09\u306b\u96c6\u4e2d<\/li>\n <li>CO2\u524a\u6e1b\u3084\u30d5\u30fc\u30c9\u30ed\u30b9\u4f4e\u6e1b\u306a\u3069\u793e\u4f1a\u7684\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3082\u5bc4\u4e0e<\/li>\n <li>\u4e2d\u5c0f\u4f01\u696d\u3084\u65b0\u8208\u56fd\u3067\u3082AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u6c11\u4e3b\u5316\u3055\u308c\u308b\u53ef\u80fd\u6027<\/li>\n <\/ul>\n <blockquote>\n \u300cAI\u304c\u7ba1\u7406\u3059\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u306f\u3001\u52b9\u7387\u5316\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89\u3068\u793e\u4f1a\u7684\u8ab2\u984c\u89e3\u6c7a\u3092\u4e21\u7acb\u3055\u305b\u308b\u201c\u6b21\u4e16\u4ee3\u306e\u7d4c\u55b6\u57fa\u76e4\u201d\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002\n <\/blockquote>\n\n <h2>7. \u307e\u3068\u3081\u3068\u3053\u308c\u304b\u3089\u8003\u3048\u308b\u30a2\u30a4\u30c7\u30a2\uff08\u79c1\u7684\u30e1\u30e2\uff09<\/h2>\n <ul>\n <li>\u81ea\u793e\u30fb\u81ea\u5206\u306e\u696d\u52d9\u306e\u4e2d\u3067AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u304c\u6d3b\u304b\u305b\u308b\u5834\u9762\u306f\u3069\u3053\u304b\uff1f<\/li>\n <li>\u8eab\u8fd1\u306a\u98df\u54c1\u30ed\u30b9\u524a\u6e1b\u3001\u5728\u5eab\u5207\u308c\u9632\u6b62\u306a\u3069\u793e\u4f1a\u8ab2\u984c\u3068AI\u6d3b\u7528\u3092\u7d50\u3073\u3064\u3051\u308b<\/li>\n <li>AI\u306b\u3088\u308b\u7269\u6d41\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u8ca0\u62c5\u8efd\u6e1b\u3084\u50cd\u304d\u65b9\u6539\u9769\u306b\u3064\u3044\u3066\u8003\u3048\u308b<\/li>\n <li>\u5730\u65b9\u30fb\u4e2d\u5c0f\u4f01\u696d\u304cAI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3067\u6210\u9577\u3059\u308b\u306b\u306f\uff1f<\/li>\n <li>AI\u5c0e\u5165\u306e\u5931\u6557\u4e8b\u4f8b\u3084\u300c\u4eba\u9593\u306e\u5f79\u5272\u300d\u3092\u30c6\u30fc\u30de\u306b\u8b70\u8ad6\u3059\u308b<\/li>\n <\/ul>\n\n<div class=\"reference\">\n <b>\u3055\u3089\u306b\u5b66\u3076:<\/b>\n <ul>\n <li>\n <a href=\"https:\/\/forbesjapan.com\/articles\/detail\/48971\" target=\"_blank\">\n Forbes JAPAN\uff5cAI\u306f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u4e07\u80fd\u85ac\u3067\u306f\u306a\u3044 \u305d\u308c\u3067\u3082\u975e\u5e38\u306b\u5f79\u306b\u7acb\u3064\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.mckinsey.com\/capabilities\/operations\/our-insights\/supply-chain-40--the-next-generation-digital-supply-chain\" target=\"_blank\">\n McKinsey\uff5cSupply Chain 4.0 \u2013 the next-generation digital supply chain\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/weekly-net.co.jp\/\" target=\"_blank\">\n \u7269\u6d41\u30a6\u30a3\u30fc\u30af\u30ea\u30fc\uff5c\u7269\u6d41\u30fb\u904b\u9001\u30fb\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u696d\u754c\u306e\u5c02\u9580\u30cb\u30e5\u30fc\u30b9\n <\/a>\n <\/li>\n <\/ul>\n<\/div>\n\n\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272 \u8fd1\u5e74\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7d4c\u6e08\u306e\u5909\u52d5\u3084\u5730\u653f\u5b66\u30ea\u30b9\u30af\u3001\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306a\u3069\u3092\u53d7\u3051\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\uff08\u4f9b\u7d66\u7db2\uff09\u306e\u6700\u9069\u5316\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u3068\u3057\u3066\u3001AI\uff08\u4eba […]<\/p>\n","protected":false},"author":1,"featured_media":1230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,24],"tags":[],"class_list":["post-1222","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-24"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/06\/image.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1222"}],"version-history":[{"count":8,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222\/revisions"}],"predecessor-version":[{"id":1232,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222\/revisions\/1232"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1230"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

$\"\"$ <\/div>\n\n\n\n \n \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272<\/title>\n <meta name=\"description\" content=\"\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272\u306b\u3064\u3044\u3066\u6700\u65b0\u4e8b\u4f8b\u30fb\u8ab2\u984c\u30fb\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u30fb\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\">\n <style>\n body { font-family: 'Yu Gothic', 'Meiryo', sans-serif; margin: 0 auto; max-width: 900px; background: #f7f7f7; padding: 24px;}\n h1, h2, h3 { color: #234; }\n .reference { background: #eef; padding: 10px 16px; border-radius: 8px; margin-top: 18px;}\n a { color: #0156c1; }\n blockquote { background: #fafafa; border-left: 4px solid #5bc; margin: 12px 0; padding: 10px 16px;}\n ul { margin-bottom: 20px;}\n <\/style>\n<\/head>\n<body>\n \n <p>\n \u8fd1\u5e74\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7d4c\u6e08\u306e\u5909\u52d5\u3084\u5730\u653f\u5b66\u30ea\u30b9\u30af\u3001\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306a\u3069\u3092\u53d7\u3051\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\uff08\u4f9b\u7d66\u7db2\uff09\u306e\u6700\u9069\u5316\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u3068\u3057\u3066\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u304c\u6025\u901f\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u69cb\u9020\u304b\u3089\u73fe\u4ee3\u306e\u8ab2\u984c\u3001AI\u6d3b\u7528\u306e\u5177\u4f53\u4f8b\u3001\u6280\u8853\u8a73\u7d30\u3001\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u3001\u5e45\u5e83\u304f\u6df1\u5800\u308a\u3057\u307e\u3059\u3002\n <\/p>\n\n <h2>1. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u306e\u80cc\u666f\u3068\u8ab2\u984c<\/h2>\n <h3>1.1 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3068\u306f<\/h3>\n <p>\n \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306f\u3001\u539f\u6750\u6599\u306e\u8abf\u9054\u304b\u3089\u6700\u7d42\u6d88\u8cbb\u8005\u3078\u306e\u88fd\u54c1\u914d\u9001\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u7d50\u3076\u300c\u6d41\u308c\uff08\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u300d\u3067\u3059\u3002<br>\n \u5178\u578b\u7684\u306a\u4f8b\u3067\u306f\u3001<b>\u8cc7\u6750\u8abf\u9054<\/b>\u2192<b>\u88fd\u9020<\/b>\u2192<b>\u7269\u6d41\u30fb\u5009\u5eab<\/b>\u2192<b>\u8ca9\u58f2\u30fb\u5c0f\u58f2<\/b>\u2192<b>\u9867\u5ba2<\/b>\u3068\u3044\u3046\u5404\u6bb5\u968e\u304c\u9023\u643a\u3057\u3001\u60c5\u5831\u30fb\u7269\u8cc7\u30fb\u8cc7\u91d1\u304c\u6d41\u901a\u3057\u307e\u3059\u3002\n <\/p>\n <h3>1.2 \u73fe\u4ee3\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c<\/h3>\n <ul>\n <li>\u9700\u7d66\u30d0\u30e9\u30f3\u30b9\u306e\u6025\u6fc0\u306a\u5909\u52d5\uff08\u81ea\u7136\u707d\u5bb3\u30fb\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u30fb\u6226\u4e89\u30fb\u6d88\u8cbb\u884c\u52d5\u306e\u5909\u5316\uff09<\/li>\n <li>\u5728\u5eab\u904e\u591a\u3084\u6b20\u54c1\u30ea\u30b9\u30af\u306e\u5897\u5927<\/li>\n <li>\u30b0\u30ed\u30fc\u30d0\u30eb\u5316\u306b\u3088\u308b\u8abf\u9054\u30fb\u7269\u6d41\u30eb\u30fc\u30c8\u306e\u8907\u96d1\u5316<\/li>\n <li>\u4eba\u624b\u4e0d\u8db3\u30fb\u52b4\u50cd\u529b\u306e\u9ad8\u9f62\u5316<\/li>\n <li>\u6e29\u5ba4\u52b9\u679c\u30ac\u30b9\u524a\u6e1b\u30fbESG\u3078\u306e\u5bfe\u5fdc<\/li>\n <li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u4e0a\u306e\u4e0d\u6b63\u3084\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c<\/li>\n <\/ul>\n <blockquote>\n 2020\u5e74\u4ee5\u964d\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\u306b\u3088\u308b\u56fd\u5883\u5c01\u9396\u3084\u5de5\u5834\u306e\u7a3c\u50cd\u505c\u6b62\u3001\u307e\u305f\u30a6\u30af\u30e9\u30a4\u30ca\u5371\u6a5f\u306b\u3088\u308b\u539f\u6750\u6599\u9ad8\u9a30\u306a\u3069\u3001\u5916\u90e8\u30b7\u30e7\u30c3\u30af\u3067\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u5bf8\u65ad\u3055\u308c\u308b\u4e8b\u614b\u304c\u4e16\u754c\u4e2d\u3067\u767a\u751f\u3057\u307e\u3057\u305f\u3002\n <\/blockquote>\n\n <div class=\"reference\">\n <b>\u53c2\u8003:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.meti.go.jp\/policy\/economy\/distribution\/smartsupplychain.html\" target=\"_blank\">\u7d4c\u6e08\u7523\u696d\u7701\uff5c\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u53d6\u7d44<\/a><\/li>\n <li><a href=\"https:\/\/www.meti.go.jp\/shingikai\/sankoshin\/seizo_sangyo\/pdf\/016_04_00.pdf\" target=\"_blank\">\u7d4c\u6e08\u7523\u696d\u7701\uff5c\u88fd\u9020\u696d\u306b\u304a\u3051\u308bDX\u306e\u63a8\u9032\u3084\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u5831\u544a\u66f8\u3000PDF<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h2>2. AI\u6280\u8853\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n <p>\n AI\uff08Artificial Intelligence\uff09\u6280\u8853\u306f\u3001\u5f93\u6765\u306e\u4eba\u624b\u3084\u52d8\u30fb\u7d4c\u9a13\u306b\u983c\u3063\u305f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u304b\u3089\u3001<b>\u4e88\u6e2c\u7cbe\u5ea6\u30fb\u6700\u9069\u5316\u30fb\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316<\/b>\u3078\u3068\u9032\u5316\u3055\u305b\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\n <\/p>\n <ul>\n <li><b>\u9700\u8981\u4e88\u6e2c\u306e\u9ad8\u7cbe\u5ea6\u5316<\/b>\uff08\u904e\u53bb\u306e\u8ca9\u58f2\u30fb\u6c17\u8c61\u30fbSNS\u52d5\u5411\u306a\u3069\u3092\u591a\u5909\u91cf\u89e3\u6790\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u8ca9\u58f2\u4e88\u6e2c\u3092\u5b9f\u73fe\uff09<\/li>\n <li><b>\u5728\u5eab\u7ba1\u7406\u306e\u6700\u9069\u5316<\/b>\uff08\u6b20\u54c1\u30ea\u30b9\u30af\u30fb\u904e\u5270\u5728\u5eab\u3092AI\u3067\u6700\u5c0f\u5316\uff09<\/li>\n <li><b>\u751f\u7523\u8a08\u753b\u306e\u81ea\u52d5\u5316<\/b>\uff08\u9700\u8981\u3084\u8a2d\u5099\u7a3c\u50cd\u7387\u3001\u4eba\u54e1\u30b7\u30d5\u30c8\u3092\u52a0\u5473\u3057\u305f\u81ea\u52d5\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\uff09<\/li>\n <li><b>\u7269\u6d41\u30eb\u30fc\u30c8\u306e\u6700\u9069\u5316<\/b>\uff08\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4ea4\u901a\u30fb\u5929\u5019\u30fb\u30b3\u30b9\u30c8\u3092AI\u304c\u7dcf\u5408\u5224\u65ad\u3057\u3001\u914d\u9001\u7d4c\u8def\u3092\u81ea\u52d5\u9078\u629e\uff09<\/li>\n <li><b>\u30ea\u30b9\u30af\u691c\u77e5\u30fb\u969c\u5bb3\u4e88\u5146<\/b>\uff08\u7570\u5e38\u691c\u77e5AI\u306b\u3088\u308a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5bf8\u65ad\u30ea\u30b9\u30af\u3092\u65e9\u671f\u767a\u898b\uff09<\/li>\n <li><b>\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u5f37\u5316<\/b>\uff08AI\uff0b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u9023\u643a\u3067\u4e0d\u6b63\u9632\u6b62\u3084\u4fe1\u983c\u6027\u5411\u4e0a\uff09<\/li>\n <\/ul>\n <blockquote>\n AI\u5c0e\u5165\u306b\u3088\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u898f\u6a21\u306e\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4eba\u9593\u306e\u9650\u754c\u3092\u8d85\u3048\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u7ba1\u7406\u30fb\u6700\u9069\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u4f01\u696d\u7af6\u4e89\u529b\u306e\u6e90\u6cc9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\n <\/blockquote>\n\n <h2>3. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3AI\u6280\u8853\u306e\u4e3b\u306a\u9818\u57df\u3068\u8a73\u7d30<\/h2>\n <h3>3.1 AI\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c<\/h3>\n <p>\n \u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u6c17\u8c61\u3001SNS\u30c8\u30ec\u30f3\u30c9\u3001\u7d4c\u6e08\u6307\u6a19\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u60c5\u5831\u306a\u3069\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\uff08\u4f8b\uff1a\u6642\u7cfb\u5217\u4e88\u6e2c\u30e2\u30c7\u30eb\u3001\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\uff09\u304c\u9700\u8981\u5909\u52d5\u3092\u9ad8\u7cbe\u5ea6\u306b\u4e88\u6e2c\u3057\u307e\u3059\u3002<br>\n \u3053\u308c\u306b\u3088\u308a\u300c\u58f2\u308c\u7b4b\u300d\u306e\u904e\u4e0d\u8db3\u3084\u4f59\u5270\u5728\u5eab\u3001\u30b7\u30fc\u30ba\u30ca\u30ea\u30c6\u30a3\u306e\u8aad\u307f\u9055\u3044\u304c\u6e1b\u308a\u307e\u3059\u3002\n <\/p>\n\n <h3>3.2 AI\u306b\u3088\u308b\u5728\u5eab\u6700\u9069\u5316\u3068\u81ea\u52d5\u88dc\u5145<\/h3>\n <p>\n \u9700\u8981\u4e88\u6e2c\u306e\u7d50\u679c\u3092\u53d7\u3051\u3066\u3001\u81ea\u52d5\u7684\u306b\u5728\u5eab\u91cf\u3092\u6700\u9069\u5316\u3057\u3001\u767a\u6ce8\u3084\u88dc\u5145\u3092AI\u304c\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002<br>\n \u88fd\u54c1\u3054\u3068\u306e\u9069\u6b63\u5728\u5eab\u3001\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u3054\u3068\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u3001\u7269\u6d41\u9045\u5ef6\u30ea\u30b9\u30af\u3082\u8003\u616e\u3055\u308c\u3001\u73fe\u5834\u306e\u5728\u5eab\u5207\u308c\u3084\u4f59\u5270\u3092\u5927\u5e45\u306b\u6e1b\u3089\u305b\u307e\u3059\u3002\n <\/p>\n\n <h3>3.3 \u7269\u6d41\u30fb\u914d\u9001\u30eb\u30fc\u30c8\u6700\u9069\u5316<\/h3>\n <p>\n \u914d\u9001\u306e\u969b\u306b\u306f\u3001\u9053\u8def\u72b6\u6cc1\u3001\u4ea4\u901a\u6e0b\u6ede\u3001\u5929\u5019\u3001\u914d\u9001\u5148\u306e\u53d7\u53d6\u53ef\u80fd\u6642\u9593\u306a\u3069\u81a8\u5927\u306a\u8981\u7d20\u3092AI\u304c\u89e3\u6790\u3057\u3001\u6700\u3082\u52b9\u7387\u7684\u306a\u914d\u9001\u30eb\u30fc\u30c8\u3092\u81ea\u52d5\u9078\u629e\u3057\u307e\u3059\u3002<br>\n \u914d\u9001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u8ca0\u8377\u8efd\u6e1b\u3001\u71c3\u6599\u8cbb\u3084CO2\u6392\u51fa\u306e\u524a\u6e1b\u3082\u5b9f\u73fe\u3057\u307e\u3059\u3002\n <\/p>\n\n <h3>3.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30ea\u30b9\u30af\u306e\u4e88\u5146\u30fb\u65e9\u671f\u691c\u77e5<\/h3>\n <p>\n \u30bb\u30f3\u30b5\u30fc\u3084IoT\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3001SNS\u4e0a\u306e\u60c5\u5831\u3001\u707d\u5bb3\u30fb\u653f\u60c5\u4e0d\u5b89\u306e\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u3092AI\u304c\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u30ea\u30b9\u30af\u767a\u751f\u306e\u5146\u5019\u3092\u81ea\u52d5\u691c\u77e5\u3002\u65e9\u671f\u306b\u30a2\u30e9\u30fc\u30c8\u3092\u51fa\u3059\u3053\u3068\u3067\u300c\u6b62\u307e\u3089\u306a\u3044\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\n <\/p>\n\n <h3>3.5 \u753b\u50cf\u89e3\u6790\u306b\u3088\u308b\u73fe\u5834\u6700\u9069\u5316<\/h3>\n <p>\n \u5009\u5eab\u3084\u88fd\u9020\u73fe\u5834\u3067\u306f\u3001\u76e3\u8996\u30ab\u30e1\u30e9\u3084\u30c9\u30ed\u30fc\u30f3\u6620\u50cf\u3092\u753b\u50cf\u89e3\u6790AI\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u89e3\u6790\u3057\u3001\u4f5c\u696d\u306e\u52b9\u7387\u5316\u3084\u4e0d\u826f\u54c1\u691c\u51fa\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u9632\u6b62\u306b\u3064\u306a\u3052\u3066\u3044\u307e\u3059\u3002<br>\n \u4f8b\u3048\u3070Amazon\u306e\u5009\u5eab\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u30fbAI\u30ab\u30e1\u30e9\u30fb\u4eba\u9593\u306e\u9023\u643a\u306724\u6642\u9593\u6700\u9069\u5316\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n <\/p>\n <div class=\"reference\">\n <b>\u95a2\u9023\u4e8b\u4f8b:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.aboutamazon.com\/news\/operations\/amazon-introduces-new-robotics-solutions\" target=\"_blank\">Amazon\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u30ed\u30dc\u30c3\u30c8\uff06AI\u6d3b\u7528<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h3>3.6 AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u308b\u9867\u5ba2\u30fb\u53d6\u5f15\u5148\u5bfe\u5fdc<\/h3>\n <p>\n \u53d6\u5f15\u5148\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u7d0d\u671f\u8abf\u6574\u3082AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u4e00\u6b21\u5bfe\u5fdc\u3057\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3084\u5bfe\u5fdc\u9045\u5ef6\u3092\u9632\u6b62\u3057\u307e\u3059\u3002<br>\n \u9700\u8981\u5909\u52d5\u6642\u3084\u707d\u5bb3\u6642\u306e\u81ea\u52d5\u901a\u77e5\u306a\u3069\u3082AI\u30c1\u30e3\u30c3\u30c8\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002\n <\/p>\n\n <h2>4. \u5148\u9032\u4f01\u696d\u306eAI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5c0e\u5165\u4e8b\u4f8b<\/h2>\n <ul>\n <li><b>\u30c8\u30e8\u30bf\u81ea\u52d5\u8eca<\/b>\uff1aAI\u306b\u3088\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u90e8\u54c1\u4f9b\u7d66\u7db2\u306e\u7570\u5e38\u691c\u77e5\u30fb\u81ea\u52d5\u8abf\u6574\u30022021\u5e74\u306e\u534a\u5c0e\u4f53\u4e0d\u8db3\u6642\u306b\u3082AI\u306b\u3088\u308b\u8907\u6570\u8abf\u9054\u30fb\u5728\u5eab\u6226\u7565\u3067\u751f\u7523\u5f71\u97ff\u3092\u6700\u5c0f\u5316\u3002<\/li>\n <li><b>\u30a6\u30a9\u30eb\u30de\u30fc\u30c8<\/b>\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5728\u5eab\u7ba1\u7406\u3068\u81ea\u52d5\u767a\u6ce8\u3002\u81a8\u5927\u306aSKU\uff08\u54c1\u76ee\uff09\u3092AI\u304c\u4e88\u6e2c\u30fb\u767a\u6ce8\u6700\u9069\u5316\u3002<\/li>\n <li><b>\u65e5\u7acb\u88fd\u4f5c\u6240<\/b>\uff1a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5168\u4f53\u306eAI\u53ef\u8996\u5316\u3068\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\u6307\u6a19\uff08CO2\u6392\u51fa\u91cf\u542b\u3080\uff09\u306e\u6700\u9069\u5316\u3002<\/li>\n <li><b>\u30a2\u30ea\u30d0\u30d0\uff08Cainiao\uff09<\/b>\uff1aAI\uff0bIoT\uff0b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u4e2d\u56fd\u5168\u571f\u306e\u7269\u6d41\u3092\u6700\u9069\u5316\u3001\u914d\u9054\u306e\u5927\u90e8\u5206\u3092\u81ea\u52d5\u5316\u3002<br>\n <a href=\"https:\/\/www.alizila.com\/cainiao-launches-ai-powered-logistics-infrastructure\/\" target=\"_blank\">\u53c2\u8003: Alibaba\u7269\u6d41Cainiao\u306eAI\u30a4\u30f3\u30d5\u30e9<\/a>\n <\/li>\n <\/ul>\n <div class=\"reference\">\n <b>\u53c2\u8003:<\/b>\n <ul>\n <li><a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/solution\/supplychain\/\" target=\"_blank\">\u65e5\u7acb\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3DX\u4e8b\u4f8b<\/a><\/li>\n <li><a href=\"https:\/\/s3.amazonaws.com\/brt.org.cn\/upload\/file\/20210916\/1631772358614172.pdf\" target=\"_blank\">Walmart: The Use of AI in Retail Supply Chains<\/a><\/li>\n <\/ul>\n <\/div>\n\n <h2>5. AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6280\u8853\u30b9\u30bf\u30c3\u30af\u30fb\u5c0e\u5165\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n <h3>5.1 \u4e3b\u306aAI\u6280\u8853\u3068\u95a2\u9023\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/h3>\n <ul>\n <li>\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c\/\u5728\u5eab\u7ba1\u7406<\/li>\n <li>\u753b\u50cf\u8a8d\u8b58AI\u306b\u3088\u308b\u73fe\u5834\u7ba1\u7406\uff08\u7269\u54c1\u30fb\u4eba\u6d41\u30fb\u7570\u5e38\u691c\u77e5\uff09<\/li>\n <li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u3088\u308b\u696d\u52d9\u5831\u544a\u30fb\u9867\u5ba2\u5bfe\u5fdc\u81ea\u52d5\u5316<\/li>\n <li>\u7570\u5e38\u691c\u77e5\u30fb\u7570\u5e38\u4e88\u5146AI\uff08IoT\u30c7\u30fc\u30bf\u89e3\u6790\uff09<\/li>\n <li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u81ea\u5f8b\u7684\u6700\u9069\u5316<\/li>\n <li>\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\uff08AWS, Azure, Google Cloud \u307b\u304b\uff09<\/li>\n <\/ul>\n <div class=\"reference\">\n <b>\u6709\u540d\u306aAI\u30c4\u30fc\u30eb\/\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0:<\/b>\n <ul>\n <li><a href=\"https:\/\/cloud.google.com\/solutions\/ai-in-supply-chain-management?hl=ja\" target=\"_blank\">Google Cloud\uff5cAI\u306b\u3088\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316<\/a><\/li>\n <li><a href=\"https:\/\/aws.amazon.com\/jp\/supply-chain\/\" target=\"_blank\">AWS Supply Chain\uff08\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5411\u3051AI\u30b5\u30fc\u30d3\u30b9\uff09<\/a><\/li>\n <li><a href=\"https:\/\/www.microsoft.com\/ja-jp\/industry\/manufacturing\/supply-chain\" target=\"_blank\">Microsoft AI + Supply Chain<\/a><\/li>\n <\/ul>\n <\/div>\n <h3>5.2 \u5c0e\u5165\u6642\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n <ul>\n <li>\u696d\u52d9\u30c7\u30fc\u30bf\u306e\u6574\u5099\u30fb\u7d71\u5408\uff08\u90e8\u9580\u6a2a\u65ad\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u69cb\u7bc9\uff09<\/li>\n <li>AI\u30e2\u30c7\u30eb\u306e\u7d99\u7d9a\u7684\u306a\u7cbe\u5ea6\u5411\u4e0a\uff08PDCA\u30b5\u30a4\u30af\u30eb\u306e\u78ba\u7acb\uff09<\/li>\n <li>\u73fe\u5834\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3068AI\u306e\u9023\u643a\u8a2d\u8a08\uff08\u4f7f\u3044\u3084\u3059\u3055\u30fb\u8aac\u660e\u6027\u30fb\u4eba\u3068\u306e\u5354\u8abf\uff09<\/li>\n <li>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3078\u306e\u914d\u616e\uff08\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3084\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u5bfe\u7b56\uff09<\/li>\n <\/ul>\n\n <h2>6. \u4eca\u5f8c\u306e\u5c55\u671b\u3068\u793e\u4f1a\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/h2>\n <p>\n AI\u6280\u8853\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306f\u3055\u3089\u306a\u308b\u81ea\u52d5\u5316\u30fb\u67d4\u8edf\u5316\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5316\u304c\u9032\u3080\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u3084\u707d\u5bb3\u306a\u3069\u4e88\u6e2c\u56f0\u96e3\u306a\u30ea\u30b9\u30af\u306b\u3082\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u300c\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\uff08\u5f37\u976d\uff09\u306a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<br>\n \u307e\u305f\u3001AI\u3068\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u3001IoT\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306a\u3069\u306e\u878d\u5408\u306b\u3088\u308a\u3001\u900f\u660e\u6027\u30fb\u52b9\u7387\u6027\u30fb\u30b5\u30b9\u30c6\u30ca\u30d3\u30ea\u30c6\u30a3\uff08\u6301\u7d9a\u53ef\u80fd\u6027\uff09\u3082\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u308a\u307e\u3059\u3002\n <\/p>\n <ul>\n <li>\u4eba\u9593\u306f\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u696d\u52d9\uff08\u610f\u601d\u6c7a\u5b9a\u3084\u6226\u7565\u7acb\u6848\uff09\u306b\u96c6\u4e2d<\/li>\n <li>CO2\u524a\u6e1b\u3084\u30d5\u30fc\u30c9\u30ed\u30b9\u4f4e\u6e1b\u306a\u3069\u793e\u4f1a\u7684\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3082\u5bc4\u4e0e<\/li>\n <li>\u4e2d\u5c0f\u4f01\u696d\u3084\u65b0\u8208\u56fd\u3067\u3082AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u304c\u6c11\u4e3b\u5316\u3055\u308c\u308b\u53ef\u80fd\u6027<\/li>\n <\/ul>\n <blockquote>\n \u300cAI\u304c\u7ba1\u7406\u3059\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u300d\u306f\u3001\u52b9\u7387\u5316\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7af6\u4e89\u3068\u793e\u4f1a\u7684\u8ab2\u984c\u89e3\u6c7a\u3092\u4e21\u7acb\u3055\u305b\u308b\u201c\u6b21\u4e16\u4ee3\u306e\u7d4c\u55b6\u57fa\u76e4\u201d\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002\n <\/blockquote>\n\n <h2>7. \u307e\u3068\u3081\u3068\u3053\u308c\u304b\u3089\u8003\u3048\u308b\u30a2\u30a4\u30c7\u30a2\uff08\u79c1\u7684\u30e1\u30e2\uff09<\/h2>\n <ul>\n <li>\u81ea\u793e\u30fb\u81ea\u5206\u306e\u696d\u52d9\u306e\u4e2d\u3067AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u304c\u6d3b\u304b\u305b\u308b\u5834\u9762\u306f\u3069\u3053\u304b\uff1f<\/li>\n <li>\u8eab\u8fd1\u306a\u98df\u54c1\u30ed\u30b9\u524a\u6e1b\u3001\u5728\u5eab\u5207\u308c\u9632\u6b62\u306a\u3069\u793e\u4f1a\u8ab2\u984c\u3068AI\u6d3b\u7528\u3092\u7d50\u3073\u3064\u3051\u308b<\/li>\n <li>AI\u306b\u3088\u308b\u7269\u6d41\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u8ca0\u62c5\u8efd\u6e1b\u3084\u50cd\u304d\u65b9\u6539\u9769\u306b\u3064\u3044\u3066\u8003\u3048\u308b<\/li>\n <li>\u5730\u65b9\u30fb\u4e2d\u5c0f\u4f01\u696d\u304cAI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3067\u6210\u9577\u3059\u308b\u306b\u306f\uff1f<\/li>\n <li>AI\u5c0e\u5165\u306e\u5931\u6557\u4e8b\u4f8b\u3084\u300c\u4eba\u9593\u306e\u5f79\u5272\u300d\u3092\u30c6\u30fc\u30de\u306b\u8b70\u8ad6\u3059\u308b<\/li>\n <\/ul>\n\n<div class=\"reference\">\n <b>\u3055\u3089\u306b\u5b66\u3076:<\/b>\n <ul>\n <li>\n <a href=\"https:\/\/forbesjapan.com\/articles\/detail\/48971\" target=\"_blank\">\n Forbes JAPAN\uff5cAI\u306f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u4e07\u80fd\u85ac\u3067\u306f\u306a\u3044 \u305d\u308c\u3067\u3082\u975e\u5e38\u306b\u5f79\u306b\u7acb\u3064\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/www.mckinsey.com\/capabilities\/operations\/our-insights\/supply-chain-40--the-next-generation-digital-supply-chain\" target=\"_blank\">\n McKinsey\uff5cSupply Chain 4.0 \u2013 the next-generation digital supply chain\n <\/a>\n <\/li>\n <li>\n <a href=\"https:\/\/weekly-net.co.jp\/\" target=\"_blank\">\n \u7269\u6d41\u30a6\u30a3\u30fc\u30af\u30ea\u30fc\uff5c\u7269\u6d41\u30fb\u904b\u9001\u30fb\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u696d\u754c\u306e\u5c02\u9580\u30cb\u30e5\u30fc\u30b9\n <\/a>\n <\/li>\n <\/ul>\n<\/div>\n\n\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3068AI\u6280\u8853\u306e\u5f79\u5272 \u8fd1\u5e74\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u7d4c\u6e08\u306e\u5909\u52d5\u3084\u5730\u653f\u5b66\u30ea\u30b9\u30af\u3001\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306a\u3069\u3092\u53d7\u3051\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\uff08\u4f9b\u7d66\u7db2\uff09\u306e\u6700\u9069\u5316\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u3068\u3057\u3066\u3001AI\uff08\u4eba […]<\/p>\n","protected":false},"author":1,"featured_media":1230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"sns_share_botton_hide":"","vkExUnit_sns_title":"","_vk_print_noindex":"","sitemap_hide":"","vkExUnit_EyeCatch_disable":"","_veu_custom_css":"","veu_display_promotion_alert":"common","vkexunit_cta_each_option":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[5,24],"tags":[],"class_list":["post-1222","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-24"],"aioseo_notices":[],"veu_head_title_object":{"title":"","add_site_title":""},"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/06\/image.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1222"}],"version-history":[{"count":8,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222\/revisions"}],"predecessor-version":[{"id":1232,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1222\/revisions\/1232"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1230"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}