{"id":55921,"date":"2025-11-13T16:42:20","date_gmt":"2025-11-13T07:42:20","guid":{"rendered":"https:\/\/www.marketreport.jp\/insight\/?p=55921"},"modified":"2026-05-26T21:56:04","modified_gmt":"2026-05-26T12:56:04","slug":"generative-ai-in-fulfillment-logistics-mrf","status":"publish","type":"post","link":"https:\/\/www.marketreport.jp\/insight\/generative-ai-in-fulfillment-logistics-mrf\/","title":{"rendered":"\u65e5\u672c\u306e\u751f\u6210AI\u7269\u6d41\u5e02\u58342035\u5e74\u4e88\u6e2c\uff1a\u539f\u6599\u5225\u3001\u7528\u9014\u5225\u3001\u6700\u7d42\u7528\u9014\u5225"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-55923\" src=\"https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-5.png\" alt=\"\" width=\"517\" height=\"313\" srcset=\"https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-5.png 517w, https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-5-300x182.png 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(\u767e\u4e07\u7c73\u30c9\u30eb)2035\u5e74\u5e02\u5834\u898f\u6a21974282.99 (\u767e\u4e07\u7c73\u30c9\u30eb)<\/p>\n<h3><b>\u4e3b\u8981\u30d7\u30ec\u30a4\u30e4\u30fc<\/b><\/h3>\n<p>Amazon\uff08\u7c73\u56fd\uff09\u3001Google\uff08\u7c73\u56fd\uff09\u3001IBM\uff08\u7c73\u56fd\uff09\u3001Microsoft\uff08\u7c73\u56fd\uff09\u3001Siemens\uff08\u30c9\u30a4\u30c4\uff09\u3001SAP\uff08\u30c9\u30a4\u30c4\uff09\u3001Oracle\uff08\u7c73\u56fd\uff09\u3001C3.ai\uff08\u7c73\u56fd\uff09<\/p>\n<h2><b>\u65e5\u672c\u306b\u304a\u3051\u308b\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u52d5\u5411<\/b><\/h2>\n<p>\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e\u9032\u6b69\u306b\u727d\u5f15\u3055\u308c\u3001\u73fe\u5728\u5909\u9769\u671f\u3092\u8fce\u3048\u3066\u3044\u308b\u3002\u65e5\u672c\u3067\u306f\u3001\u4f01\u696d\u304c\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a\u3068\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316\u3092\u76ee\u7684\u3068\u3057\u3066\u3001AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c0e\u5165\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u308b\u3002\u3053\u306e\u5909\u5316\u306f\u3001\u5728\u5eab\u7ba1\u7406\u3068\u9700\u8981\u4e88\u6e2c\u306e\u7cbe\u5ea6\u5411\u4e0a\u30cb\u30fc\u30ba\u306b\u8d77\u56e0\u3057\u3066\u3044\u308b\u3088\u3046\u3060\u3002\u4f01\u696d\u304c\u7269\u6d41\u696d\u52d9\u306e\u6700\u9069\u5316\u3092\u56f3\u308b\u4e2d\u3001\u751f\u6210AI\u30c4\u30fc\u30eb\u306e\u7d71\u5408\u304c\u3088\u308a\u4e00\u822c\u7684\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u5927\u5e45\u306a\u6210\u9577\u306e\u53ef\u80fd\u6027\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3002\u3055\u3089\u306b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u3068\u30ab\u30fc\u30dc\u30f3\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u524a\u6e1b\u3078\u306e\u91cd\u70b9\u304c\u7269\u6d41\u6226\u7565\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u304a\u308a\u3001\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3068\u5ec3\u68c4\u7269\u524a\u6e1b\u306b\u304a\u3044\u3066AI\u304c\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u3002\u52a0\u3048\u3066\u3001\u65e5\u672c\u306e\u7269\u6d41\u696d\u754c\u306b\u304a\u3051\u308b\u7af6\u4e89\u74b0\u5883\u306f\u5909\u5316\u3057\u3066\u304a\u308a\u3001\u5f93\u6765\u578b\u4f01\u696d\u306f\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u9769\u65b0\u7684\u306a\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u306e\u5727\u529b\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u65b0\u898f\u53c2\u5165\u4f01\u696d\u306f\u3001\u3088\u308a\u6a5f\u654f\u3067\u5fdc\u7b54\u6027\u306e\u9ad8\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u65e2\u5b58\u306e\u6163\u884c\u3092\u7834\u58ca\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u3068\u7269\u6d41\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u9023\u643a\u306f\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u80b2\u307e\u308c\u308b\u74b0\u5883\u3092\u91b8\u6210\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u304c\u5909\u5316\u3059\u308b\u6d88\u8cbb\u8005\u30cb\u30fc\u30ba\u3068\u6280\u8853\u9032\u6b69\u306b\u9069\u5fdc\u3059\u308b\u306b\u3064\u308c\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u7269\u6d41\u5e02\u5834\u306f\u62e1\u5927\u3092\u7d9a\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u30022025\u5e7411\u6708\u73fe\u5728\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u7269\u6d41\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3082\u512a\u5148\u8ab2\u984c\u3068\u306a\u308a\u3001\u3053\u306e\u5206\u91ce\u3067\u306eAI\u6280\u8853\u5c0e\u5165\u3092\u3055\u3089\u306b\u63a8\u9032\u3057\u3066\u3044\u308b\u3002<\/p>\n<h2>\u5009\u5eab\u696d\u52d9\u306b\u304a\u3051\u308b\u81ea\u52d5\u5316\u306e\u9032\u5c55<\/h2>\n<p>\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306f\u3001\u5009\u5eab\u696d\u52d9\u5185\u306e\u81ea\u52d5\u5316\u62e1\u5927\u3068\u3044\u3046\u50be\u5411\u3092\u76ee\u306e\u5f53\u305f\u308a\u306b\u3057\u3066\u3044\u308b\u3002\u4f01\u696d\u306f\u5728\u5eab\u7ba1\u7406\u3001\u4fdd\u7ba1\u6700\u9069\u5316\u3001\u6ce8\u6587\u5c65\u884c\u30d7\u30ed\u30bb\u30b9\u306e\u52b9\u7387\u5316\u306e\u305f\u3081\u306bAI\u99c6\u52d5\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u5909\u5316\u306f\u52b9\u7387\u6027\u3092\u9ad8\u3081\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u7684\u30df\u30b9\u3092\u6e1b\u3089\u3057\u3001\u6ce8\u6587\u51e6\u7406\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u4e88\u6e2c\u5206\u6790\u306e\u9ad8\u5ea6\u5316<\/h2>\n<p>\u3082\u3046\u4e00\u3064\u306e\u9855\u8457\u306a\u50b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80fd\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u5546\u54c1\u68da\u3092\u4eba\u9593\u306e\u4f5c\u696d\u54e1\u307e\u3067\u904b\u642c\u3057\u3001\u4ed5\u5206\u3051\u3084\u68b1\u5305\u4f5c\u696d\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u30bc\u30d6\u30e9\u30fb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba\u306f2025\u5e747\u6708\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306e\u5c0f\u58f2\u73fe\u5834\u696d\u52d9\u3092\u5f37\u5316\u3059\u308b\u65b0\u305f\u306a\u4eba\u5de5\u77e5\u80fd\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u767a\u8868\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306e\u518d\u69cb\u7bc9\u3092\u76ee\u6307\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2025\u5e748\u6708\u3001SAP\u306f\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u304a\u3088\u3073\u65e5\u672c\u306e\u4e2d\u5805\u4f01\u696d\u306e92\uff05\u304c\u751f\u6210AI\u306e\u5c0e\u5165\u3092\u512a\u5148\u3057\u3066\u3044\u308b\u3068\u767a\u8868\u3002\u3053\u308c\u306fAI\u99c6\u52d5\u578b\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3078\u306e\u5927\u304d\u306a\u52d5\u304d\u3092\u793a\u3057\u3066\u3044\u308b\u30022025\u5e749\u6708\u306b\u306f\u65e5\u7acb\u88fd\u4f5c\u6240\u304c\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u8010\u6027\u5f37\u5316\u6280\u8853\u306e\u958b\u767a\u3092\u767a\u8868\u3002\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u52b9\u7387\u5316\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u65e5\u672c\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e<\/strong><\/p>\n<h2><b>\u5c06\u6765\u5c55\u671b<\/b><\/h2>\n<h3><i>\u65e5\u672c\u306b\u304a\u3051\u308b\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u7269\u6d41\u5e02\u5834 \u5c06\u6765\u5c55\u671b<\/i><\/h3>\n<p>\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u7269\u6d41\u5e02\u5834\u306f\u3001\u81ea\u52d5\u5316\u3001\u52b9\u7387\u6027\u5411\u4e0a\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u80fd\u529b\u306e\u5f37\u5316\u3092\u539f\u52d5\u529b\u306b\u30012024\u5e74\u304b\u30892035\u5e74\u306b\u304b\u3051\u3066\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff0943.6\uff05\u3067\u6210\u9577\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u308b\u3002<\/p>\n<p><strong>\u65b0\u305f\u306a\u6a5f\u4f1a\u306f\u4ee5\u4e0b\u306e\u5206\u91ce\u306b\u5b58\u5728\u3059\u308b\uff1a<\/strong><\/p>\n<ul>\n<li>\u5728\u5eab\u7ba1\u7406\u306e\u305f\u3081\u306eAI\u99c6\u52d5\u578b\u4e88\u6e2c\u5206\u6790\u306e\u7d71\u5408\u3002<\/li>\n<li>\u30e9\u30b9\u30c8\u30de\u30a4\u30eb\u7269\u6d41\u5411\u3051\u81ea\u5f8b\u914d\u9001\u30c9\u30ed\u30fc\u30f3\u306e\u958b\u767a\u3002<\/li>\n<li>\u6ce8\u6587\u8ffd\u8de1\u306e\u305f\u3081\u306eAI\u642d\u8f09\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u3002<\/li>\n<\/ul>\n<p>2035\u5e74\u307e\u3067\u306b\u3001\u9769\u65b0\u7684\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u5e02\u5834\u306f\u5927\u5e45\u306a\u6210\u9577\u3092\u9054\u6210\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u308b\u3002<\/p>\n<h2><b>\u5e02\u5834\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/b><\/h2>\n<h3><i>\u65e5\u672c\u306b\u304a\u3051\u308b\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u30bf\u30a4\u30d7\u5225\u5c55\u671b<\/i><\/h3>\n<ul>\n<li>\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff08VAE\uff09<\/li>\n<li>\u751f\u6210\u7684\u6575\u5bfe\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GAN\uff09<\/li>\n<li>\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09<\/li>\n<li>\u9577\u77ed\u671f\u8a18\u61b6\uff08LSTM\uff09\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/li>\n<\/ul>\n<h3><i>\u65e5\u672c\u306b\u304a\u3051\u308b\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u63d0\u4f9b\u5f62\u614b\u5225\u5c55\u671b<\/i><\/h3>\n<ul>\n<li>\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ul>\n<h3><i>\u65e5\u672c\u306b\u304a\u3051\u308b\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u7528\u9014\u5225\u5c55\u671b<\/i><\/h3>\n<ul>\n<li>\u5009\u5eab\u696d\u52d9<\/li>\n<li>\u6700\u9069\u5316\u304a\u3088\u3073\u7ba1\u7406<\/li>\n<li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u696d\u52d9<\/li>\n<li>\u4e88\u77e5\u4fdd\u5168<\/li>\n<li>\u7269\u6d41\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u8a08<\/li>\n<li>\u5728\u5eab\u7ba1\u7406<\/li>\n<li>\u4e0d\u6b63\u691c\u77e5<\/li>\n<li>\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u696d\u52d9<\/li>\n<li>\u81ea\u5f8b\u578b\u30ed\u30dc\u30c3\u30c8<\/li>\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u304a\u3088\u3073\u30ec\u30dd\u30fc\u30c8<\/li>\n<li>\u305d\u306e\u4ed6<\/li>\n<\/ul>\n<h3><i>\u65e5\u672c\u306e\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u7269\u6d41\u5e02\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u7523\u696d\u5225\u5c55\u671b<\/i><\/h3>\n<ul>\n<li>\u81ea\u52d5\u8eca<\/li>\n<li>\u533b\u85ac\u54c1\u304a\u3088\u3073\u30d8\u30eb\u30b9\u30b1\u30a2<\/li>\n<li>\u534a\u5c0e\u4f53\u304a\u3088\u3073\u30a8\u30ec\u30af\u30c8\u30ed\u30cb\u30af\u30b9<\/li>\n<li>\u5c0f\u58f2\u304a\u3088\u3073E\u30b3\u30de\u30fc\u30b9<\/li>\n<li>\u98df\u54c1\u304a\u3088\u3073\u98f2\u6599<\/li>\n<li>\u305d\u306e\u4ed6<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-55924\" src=\"https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5.png\" alt=\"\" width=\"523\" height=\"279\" srcset=\"https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5.png 523w, https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5-300x160.png 300w, https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5-230x123.png 230w, https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5-350x187.png 350w, https:\/\/www.marketreport.jp\/insight\/wp-content\/uploads\/2025\/11\/8-1-5-480x256.png 480w\" sizes=\"(max-width: 523px) 100vw, 523px\" \/><\/p>\n<ol>\n<li>1.1 \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc<\/li>\n<li>1.1.1 \u5e02\u5834\u6982\u8981<\/li>\n<li>1.1.2 \u4e3b\u8981\u8abf\u67fb\u7d50\u679c<\/li>\n<li>1.1.3 \u5e02\u5834\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>1.1.4 \u7af6\u4e89\u74b0\u5883<\/li>\n<li>1.1.5 \u8ab2\u984c\u3068\u6a5f\u4f1a<\/li>\n<li>1.1.6 \u4eca\u5f8c\u306e\u898b\u901a\u3057<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f3II\uff1a\u8abf\u67fb\u7bc4\u56f2\u3001\u65b9\u6cd5\u8ad6\u304a\u3088\u3073\u5e02\u5834\u69cb\u9020<\/li>\n<li>2.1 \u5e02\u5834\u5c0e\u5165<\/li>\n<li>2.1.1 \u5b9a\u7fa9<\/li>\n<li>2.1.2 \u8abf\u67fb\u7bc4\u56f2<\/li>\n<li>2.1.2.1 \u8abf\u67fb\u76ee\u7684<\/li>\n<li>2.1.2.2 \u524d\u63d0\u6761\u4ef6<\/li>\n<li>2.1.2.3 \u5236\u9650\u4e8b\u9805<\/li>\n<li>2.2 \u8abf\u67fb\u65b9\u6cd5\u8ad6<\/li>\n<li>2.2.1 \u6982\u8981<\/li>\n<li>2.2.2 \u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0<\/li>\n<li>2.2.3 \u4e8c\u6b21\u8abf\u67fb<\/li>\n<li>2.2.4 \u4e00\u6b21\u8abf\u67fb<\/li>\n<li>2.2.4.1 \u4e00\u6b21\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3068\u60c5\u5831\u53ce\u96c6\u30d7\u30ed\u30bb\u30b9<\/li>\n<li>2.2.4.2 \u4e00\u6b21\u56de\u7b54\u8005\u306e\u5185\u8a33<\/li>\n<li>2.2.5 \u4e88\u6e2c\u30e2\u30c7\u30eb<\/li>\n<li>2.2.6 \u5e02\u5834\u898f\u6a21\u63a8\u5b9a<\/li>\n<li>2.2.6.1 \u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u30a2\u30d7\u30ed\u30fc\u30c1<\/li>\n<li>2.2.6.2 \u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u30a2\u30d7\u30ed\u30fc\u30c1<\/li>\n<li>2.2.7 \u30c7\u30fc\u30bf\u4e09\u89d2\u6e2c\u91cf<\/li>\n<li>2.2.8 \u691c\u8a3c<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f3III\uff1a\u5b9a\u6027\u5206\u6790<\/li>\n<li>3.1 \u5e02\u5834\u52d5\u5411<\/li>\n<li>3.1.1 \u6982\u8981<\/li>\n<li>3.1.2 \u63a8\u9032\u8981\u56e0<\/li>\n<li>3.1.3 \u6291\u5236\u8981\u56e0<\/li>\n<li>3.1.4 \u6a5f\u4f1a<\/li>\n<li>3.2 \u5e02\u5834\u8981\u56e0\u5206\u6790<\/li>\n<li>3.2.1 \u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/li>\n<li>3.2.2 \u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790<\/li>\n<li>3.2.2.1 \u4f9b\u7d66\u8005\u306e\u4ea4\u6e09\u529b<\/li>\n<li>3.2.2.2 \u8cfc\u5165\u8005\u306e\u4ea4\u6e09\u529b<\/li>\n<li>3.2.2.3 \u65b0\u898f\u53c2\u5165\u306e\u8105\u5a01<\/li>\n<li>3.2.2.4 \u4ee3\u66ff\u54c1\u306e\u8105\u5a01<\/li>\n<li>3.2.2.5 \u7af6\u5408\u306e\u6fc0\u3057\u3055<\/li>\n<li>3.2.3 COVID-19\u5f71\u97ff\u5206\u6790<\/li>\n<li>3.2.3.1 \u5e02\u5834\u5f71\u97ff\u5206\u6790<\/li>\n<li>3.2.3.2 \u5730\u57df\u5225\u5f71\u97ff<\/li>\n<li>3.2.3.3 \u6a5f\u4f1a\u3068\u8105\u5a01\u5206\u6790<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f3IV\uff1a\u5b9a\u91cf\u5206\u6790<\/li>\n<li>4.1 \u60c5\u5831\u901a\u4fe1\u6280\u8853\uff08ICT\uff09\u3001\u63d0\u4f9b\u5f62\u614b\u5225\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/li>\n<li>4.1.1 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>4.1.2 \u30b5\u30fc\u30d3\u30b9<\/li>\n<li>4.2 \u60c5\u5831\u901a\u4fe1\u6280\u8853\u3001\u63d0\u4f9b\u5f62\u614b\u5225\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/li>\n<li>4.2.1 \u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff08VAE\uff09<\/li>\n<li>4.2.2 \u751f\u6210\u6575\u5bfe\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GAN\uff09<\/li>\n<li>4.2.3 \u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09<\/li>\n<li>4.2.4 \u30ed\u30f3\u30b0\u30b7\u30e7\u30fc\u30c8\u30bf\u30fc\u30e0\u30e1\u30e2\u30ea\u30fc\uff08LSTM\uff09\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/li>\n<li>4.3 \u60c5\u5831\u901a\u4fe1\u6280\u8853\u3001\u7528\u9014\u5225 \uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/li>\n<li>4.3.1 \u5009\u5eab\u696d\u52d9<\/li>\n<li>4.3.2 \u6700\u9069\u5316\u3068\u7ba1\u7406<\/li>\n<li>4.3.3 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u696d\u52d9<\/li>\n<li>4.3.4 \u4e88\u77e5\u4fdd\u5168<\/li>\n<li>4.3.5 \u7269\u6d41\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u8a08<\/li>\n<li>4.3.6 \u5728\u5eab\u7ba1\u7406<\/li>\n<li>4.3.7 \u4e0d\u6b63\u691c\u77e5<\/li>\n<li>4.3.8 \u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u696d\u52d9<\/li>\n<li>4.3.9 \u81ea\u5f8b\u578b\u30ed\u30dc\u30c3\u30c8<\/li>\n<li>4.3.10 \u30c7\u30fc\u30bf\u5206\u6790\u30fb\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/li>\n<li>4.3.11 \u305d\u306e\u4ed6<\/li>\n<li>4.4 \u7523\u696d\u5206\u91ce\u5225\u60c5\u5831\u901a\u4fe1\u6280\u8853\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09<\/li>\n<li>4.4.1 \u81ea\u52d5\u8eca<\/li>\n<li>4.4.2 \u88fd\u85ac\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2<\/li>\n<li>4.4.3 \u534a\u5c0e\u4f53\u30fb\u30a8\u30ec\u30af\u30c8\u30ed\u30cb\u30af\u30b9<\/li>\n<li>4.4.4 \u5c0f\u58f2\u30fb\u96fb\u5b50\u5546\u53d6\u5f15<\/li>\n<li>4.4.5 \u98df\u54c1\u30fb\u98f2\u6599<\/li>\n<li>4.4.6 \u305d\u306e\u4ed6<\/li>\n<li>\u30bb\u30af\u30b7\u30e7\u30f3V\uff1a\u7af6\u5408\u5206\u6790<\/li>\n<li>5.1 \u7af6\u5408\u72b6\u6cc1<\/li>\n<li>5.1.1 \u6982\u8981<\/li>\n<li>5.1.2 \u7af6\u5408\u5206\u6790<\/li>\n<li>5.1.3 \u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790<\/li>\n<li>5.1.4 \u60c5\u5831\u901a\u4fe1\u6280\u8853\u306b\u304a\u3051\u308b\u4e3b\u8981\u6210\u9577\u6226\u7565<\/li>\n<li>5.1.5 \u7af6\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0<\/li>\n<li>5.1.6 \u60c5\u5831\u901a\u4fe1\u6280\u8853\u306b\u304a\u3051\u308b\u958b\u767a\u4ef6\u6570\u30d9\u30fc\u30b9\u306e\u4e3b\u8981\u30d7\u30ec\u30a4\u30e4\u30fc<\/li>\n<li>5.1.7 \u4e3b\u8981\u306a\u958b\u767a\u52d5\u5411\u3068\u6210\u9577\u6226\u7565<\/li>\n<li>5.1.7.1 \u65b0\u88fd\u54c1\u767a\u58f2\uff0f\u30b5\u30fc\u30d3\u30b9\u5c55\u958b<\/li>\n<li>5.1.7.2 \u5408\u4f75\u30fb\u8cb7\u53ce\uff08M&amp;A\uff09<\/li>\n<li>5.1.7.3 \u30b8\u30e7\u30a4\u30f3\u30c8\u30d9\u30f3\u30c1\u30e3\u30fc<\/li>\n<li>5.1.8 \u4e3b\u8981\u4f01\u696d\u306e\u8ca1\u52d9\u30de\u30c8\u30ea\u30c3\u30af\u30b9<\/li>\n<li>5.1.8.1 \u58f2\u4e0a\u9ad8\u3068\u55b6\u696d\u5229\u76ca<\/li>\n<li>5.1.8.2 \u4e3b\u8981\u4f01\u696d\u306e\u7814\u7a76\u958b\u767a\u8cbb\uff08R&amp;D\u652f\u51fa\uff09 2023\u5e74<\/li>\n<li>5.2 \u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb<\/li>\n<li>5.2.1 Amazon\uff08\u7c73\u56fd\uff09<\/li>\n<li>5.2.1.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.1.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.1.3 \u4e3b\u8981\u52d5\u5411<\/li>\n<li>5.2.1.4 SWOT\u5206\u6790<\/li>\n<li>5.2.1.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.2Google (US)<\/li>\n<li>5.2.2.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.2.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.2.3 \u4e3b\u8981\u306a\u9032\u5c55<\/li>\n<li>5.2.2.4 SWOT\u5206\u6790<\/li>\n<li>5.2.2.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.3 IBM\uff08\u7c73\u56fd\uff09<\/li>\n<li>5.2.3.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.3.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.3.3 \u4e3b\u8981\u52d5\u5411<\/li>\n<li>5.2.3.4 SWOT\u5206\u6790<\/li>\n<li>5.2.3.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.4 Microsoft (US)<\/li>\n<li>5.2.4.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.4.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.4.3 \u4e3b\u8981\u52d5\u5411<\/li>\n<li>5.2.4.4 SWOT\u5206\u6790<\/li>\n<li>5.2.4.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.5 Siemens (DE)<\/li>\n<li>5.2.5.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.5.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.5.3 \u4e3b\u306a\u52d5\u5411<\/li>\n<li>5.2.5.4 SWOT\u5206\u6790<\/li>\n<li>5.2.5.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.6 SAP\uff08\u30c9\u30a4\u30c4\uff09<\/li>\n<li>5.2.6.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.6.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.6.3 \u4e3b\u306a\u52d5\u5411<\/li>\n<li>5.2.6.4 SWOT\u5206\u6790<\/li>\n<li>5.2.6.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.7 Oracle (\u7c73\u56fd)<\/li>\n<li>5.2.7.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.7.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.7.3 \u4e3b\u8981\u52d5\u5411<\/li>\n<li>5.2.7.4 SWOT\u5206\u6790<\/li>\n<li>5.2.7.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.2.8 C3.ai\uff08\u7c73\u56fd\uff09<\/li>\n<li>5.2.8.1 \u8ca1\u52d9\u6982\u8981<\/li>\n<li>5.2.8.2 \u63d0\u4f9b\u88fd\u54c1<\/li>\n<li>5.2.8.3 \u4e3b\u8981\u52d5\u5411<\/li>\n<li>5.2.8.4 SWOT\u5206\u6790<\/li>\n<li>5.2.8.5 \u4e3b\u8981\u6226\u7565<\/li>\n<li>5.3 \u4ed8\u9332<\/li>\n<li>5.3.1 \u53c2\u8003\u6587\u732e<\/li>\n<li>5.3.2 \u95a2\u9023\u30ec\u30dd\u30fc\u30c8<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MRFR\u306e\u5206\u6790\u306b\u3088\u308b\u3068\u3001\u65e5\u672c\u306e\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u7269\u6d41\u5e02\u5834\u898f\u6a21\u306f2024\u5e74\u306b181\u51049931\u4e07\u7c73\u30c9\u30eb\u3068\u63a8\u5b9a\u3055\u308c\u305f\u3002\u65e5\u672c\u306e\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u7269\u6d41\u30fb\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u5e02\u5834\u306f\u30012025\u5e74\u306e261\u51043421\u4e07\u7c73\u30c9\u30eb\u304b\u30892035\u5e74\u307e\u3067\u306b9742\u51048299\u4e07\u7c73\u30c9\u30eb\u3078\u6210\u9577\u3057\u30012025\u5e74\u304b\u30892035\u5e74\u306e\u4e88\u6e2c\u671f\u9593\u306b\u304a\u3044\u306643.6%\u306e\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u3092\u793a\u3059\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2245],"yoast_head":"<!-- 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