{"id":63164,"date":"2026-05-28T16:33:27","date_gmt":"2026-05-28T07:33:27","guid":{"rendered":"https:\/\/www.marketreport.jp\/insight\/?p=63164"},"modified":"2026-05-28T16:33:27","modified_gmt":"2026-05-28T07:33:27","slug":"dynamic-warehouse-ai-powered-amrs-market-factmr","status":"publish","type":"post","link":"https:\/\/www.marketreport.jp\/insight\/dynamic-warehouse-ai-powered-amrs-market-factmr\/","title":{"rendered":"\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9AI\u642d\u8f09AMR\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u5e02\u5834\u4e88\u6e2c\uff1a\u5546\u54c1\u642c\u9001\u578b\u3001\u30d1\u30ec\u30c3\u30c8\u642c\u9001\u3001\u4ed5\u5206\u3051\u7528AMR\u3001\u305d\u306e\u4ed6\uff082026\uff5e2036\uff09"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51764\" src=\"https:\/\/www.globalresearch.co.jp\/reports\/wp-content\/uploads\/2026\/05\/14-9.png\" alt=\"\" width=\"616\" height=\"295\" \/><\/p>\n<h2>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5411\u3051AI\u642d\u8f09AMR\u5e02\u5834\u306e\u6982\u8981<\/h2>\n<ul>\n<li><b>\u5e02\u5834\u306e\u6982\u8981<\/b>\n<ul>\n<li>\u4e16\u754c\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5411\u3051AI\u642d\u8f09AMR\u5e02\u5834\u306e\u58f2\u4e0a\u9ad8\u306f\u30012026\u5e74\u306b17\u51045,000\u4e07\u7c73\u30c9\u30eb\u3068\u306a\u308a\u30012036\u5e74\u307e\u3067\u306b39\u51042,000\u4e07\u7c73\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>2026\u5e74\u304b\u30892036\u5e74\u306b\u304b\u3051\u3066\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff098.4\uff05\u3067\u63a8\u79fb\u3057\u3001\u3053\u306e\u5e02\u5834\u898f\u6a21\u306f\u7d042.2\u500d\u306b\u62e1\u5927\u3057\u3001\u7d76\u5bfe\u7684\u306a\u5e02\u5834\u6a5f\u4f1a\u306f21\u51047,000\u4e07\u7c73\u30c9\u30eb\u5897\u52a0\u3059\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002<\/li>\n<li>\u3053\u306e\u5e02\u5834\u306f\u3001\u5009\u5eab\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308b\u4e2d\u6838\u7684\u306a\u81ea\u52d5\u5316\u5c64\u3067\u3042\u308a\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30de\u30c6\u30ea\u30a2\u30eb\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6700\u9069\u5316\u3001\u304a\u3088\u3073\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u696d\u52d9\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n<li>AI\u642d\u8f09\u306eAMR\u306f\u3001\u9069\u5fdc\u578b\u30eb\u30fc\u30c8\u8a2d\u5b9a\u3001\u81ea\u5f8b\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3001\u304a\u3088\u3073\u5009\u5eab\u5b9f\u884c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u304c\u53ef\u80fd\u306a\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30d5\u30ea\u30fc\u30c8\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><b>\u9700\u8981\u3068\u6210\u9577\u306e\u63a8\u9032\u8981\u56e0<\/b>\n<ul>\n<li>\u7269\u6d41\u304a\u3088\u3073\u5009\u5eab\u696d\u754c\u306b\u304a\u3051\u308b\u6162\u6027\u7684\u306a\u4eba\u624b\u4e0d\u8db3\u304c\u3001\u5c0e\u5165\u306e\u4e3b\u306a\u63a8\u9032\u8981\u56e0\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>E\u30b3\u30de\u30fc\u30b9\u306e\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u306e\u8fc5\u901f\u5316\u3084\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306a\u696d\u52d9\u3078\u306e\u5727\u529b\u306e\u9ad8\u307e\u308a\u304c\u3001AI\u642d\u8f09AMR\u306e\u5c0e\u5165\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u52d5\u7684\u306a\u5009\u5eab\u30ec\u30a4\u30a2\u30a6\u30c8\u306b\u9069\u5fdc\u3067\u304d\u308b\u67d4\u8edf\u306a\u81ea\u52d5\u5316\u3078\u306e\u30cb\u30fc\u30ba\u306e\u9ad8\u307e\u308a\u304c\u3001\u5e02\u5834\u306e\u6210\u9577\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>AI\u642d\u8f09\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u4e88\u6e2c\u3001\u30bf\u30b9\u30af\u306e\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u3001\u696d\u52d9\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<li>WMS\u3001\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3001AI\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u80fd\u6027\u3068\u696d\u754c\u6a2a\u65ad\u7684\u306a\u5c0e\u5165\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><b>\u88fd\u54c1\u304a\u3088\u3073\u30bb\u30b0\u30e1\u30f3\u30c8\u5225\u6982\u6cc1<\/b>\n<ul>\n<li>2026\u5e74\u306b\u306f\u3001Goods-to-person\uff08GTP\uff09\u30b7\u30b9\u30c6\u30e0\u304c\u6a5f\u80fd\u30b7\u30a7\u30a2\u306e37.5%\u3092\u5360\u3081\u3001\u30d4\u30c3\u30ad\u30f3\u30b0\u696d\u52d9\u306b\u304a\u3051\u308b\u751f\u7523\u6027\u5411\u4e0a\u306b\u3088\u308a\u3001\u4e3b\u8981\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u3068\u3057\u3066\u53f0\u982d\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>2026\u5e74\u306b\u306f\u3001SLAM\u30d9\u30fc\u30b9\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304c\u6280\u8853\u30b7\u30a7\u30a2\u306e56.7%\u3092\u5360\u3081\u3001\u305d\u306e\u67d4\u8edf\u6027\u3068\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u4f9d\u5b58\u5ea6\u306e\u4f4e\u3055\u304b\u3089\u3001\u4e3b\u8981\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u78ba\u7acb\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>2026\u5e74\u306b\u306f\u3001E\u30b3\u30de\u30fc\u30b9\u304c\u6700\u7d42\u7528\u9014\u30b7\u30a7\u30a2\u306e47.0%\u3092\u5360\u3081\u3001\u6ce8\u6587\u91cf\u3068SKU\u306e\u8907\u96d1\u5316\u306b\u727d\u5f15\u3055\u308c\u305f\u5805\u8abf\u306a\u9700\u8981\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u4e3b\u306aAMR\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a\n<ul>\n<li>Goods-to-person AMR<\/li>\n<li>\u30d1\u30ec\u30c3\u30c8\u642c\u9001AMR<\/li>\n<li>\u4ed5\u5206\u3051AMR<\/li>\n<li>\u30d4\u30c3\u30ad\u30f3\u30b0\u652f\u63f4AMR<\/li>\n<li>\u5728\u5eab\u30b9\u30ad\u30e3\u30f3\u30ed\u30dc\u30c3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a\n<ul>\n<li>\u81ea\u5f8b\u822a\u884c\u304a\u3088\u3073\u30de\u30c3\u30d4\u30f3\u30b0<\/li>\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30bf\u30b9\u30af\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u4e88\u6e2c\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6700\u9069\u5316<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><b>\u5730\u57df\u5225\u304a\u3088\u3073\u7af6\u4e89\u74b0\u5883\u306e\u5c55\u671b<\/b>\n<ul>\n<li>\u5317\u7c73\u3001\u6b27\u5dde\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u5168\u4f53\u3067\u3001\u7269\u6d41\u306e\u81ea\u52d5\u5316\u3068E\u30b3\u30de\u30fc\u30b9\u306e\u62e1\u5927\u306b\u727d\u5f15\u3055\u308c\u3001\u6210\u9577\u304c\u898b\u8fbc\u307e\u308c\u307e\u3059\u3002<\/li>\n<li>\u4e2d\u56fd\uff08\u5e74\u5e73\u5747\u6210\u9577\u73879.5%\uff09\u3001\u7c73\u56fd\uff089.0%\uff09\u3001\u65e5\u672c\uff088.9%\uff09\u3001\u30c9\u30a4\u30c4\uff088.4%\uff09\u304c\u4e3b\u8981\u306a\u6210\u9577\u5e02\u5834\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u5e02\u5834\u306e\u62e1\u5927\u306f\u3001\u4ee5\u4e0b\u306e\u8981\u56e0\u3068\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\uff1a\n<ul>\n<li>E\u30b3\u30de\u30fc\u30b9\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6210\u9577<\/li>\n<li>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u306e\u5c0e\u5165<\/li>\n<li>\u30b9\u30de\u30fc\u30c8\u5009\u5eab\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u6295\u8cc7<\/li>\n<\/ul>\n<\/li>\n<li>\u3053\u306e\u5e02\u5834\u3067\u6d3b\u52d5\u3057\u3066\u3044\u308b\u4e3b\u8981\u4f01\u696d\u306b\u306f\u3001Locus 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06b\u306f\u3001\u9ad8\u3044\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u7cbe\u5ea6\u3001\u7523\u696d\u7528IoT\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u306e\u76f8\u4e92\u904b\u7528\u6027\u3001\u305d\u3057\u3066\u52d5\u7684\u306a\u5de5\u5834\u74b0\u5883\u306b\u5bfe\u5fdc\u3057\u305f\u5805\u7262\u306a\u5b89\u5168\u8a8d\u8a3c\u3092\u5099\u3048\u305fAMR\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u5e02\u5834\u3067\u306f\u3001\u5358\u4f53\u306e\u30ed\u30dc\u30c3\u30c8\u6027\u80fd\u3088\u308a\u3082\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u4ea4\u63db\u304c\u512a\u5148\u3055\u308c\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u81ea\u52d5\u5316\u751f\u7523\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u74b0\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u652f\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u7af6\u4e89\u74b0\u5883<\/h2>\n<p>\u7af6\u4e89\u74b0\u5883\u306f\u3001\u6025\u901f\u306a\u6280\u8853\u306e\u9032\u5316\u3068\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8ca9\u58f2\u304b\u3089\u7d71\u5408\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u63d0\u4f9b\u3078\u306e\u79fb\u884c\u306b\u3088\u3063\u3066\u7279\u5fb4\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3059\u308b\u4f01\u696d\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u80fd\u529b\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u306b\u3088\u3063\u3066\u5dee\u5225\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7126\u70b9\u306f\u3001AI\u306b\u3088\u308b\u52b9\u7387\u5316\u3092\u901a\u3058\u3066\u3001\u904b\u7528\u6307\u6a19\u306b\u304a\u3044\u3066\u6e2c\u5b9a\u53ef\u80fd\u306a\u6539\u5584\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u74b0\u5883\u3092\u4e57\u308a\u5207\u308a\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u512a\u4f4d\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4f01\u696d\u306f\u3044\u304f\u3064\u304b\u306e\u6226\u7565\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5411\u3051AI\u642d\u8f09AMR\u5e02\u5834\u306e\u4e3b\u8981\u30d7\u30ec\u30a4\u30e4\u30fc<\/h2>\n<ul>\n<li>Locus Robotics<\/li>\n<li>Geek+<\/li>\n<li>GreyOrange<\/li>\n<li>AutoStore<\/li>\n<li>Swisslog<\/li>\n<li>Hikrobot<\/li>\n<\/ul>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ul>\n<li>\u56fd\u969b\u30ed\u30dc\u30c3\u30c8\u9023\u76df\uff08IFR\uff09\u3002(2025). \u300eWorld robotics: Service robots report\u300f. IFR\u7d71\u8a08\u90e8\u3002<\/li>\n<li>Meller, R. D., &amp; Klote, J. F. (2024). \u300c\u30d5\u30eb\u30d5\u30a3\u30eb\u30e1\u30f3\u30c8\u30bb\u30f3\u30bf\u30fc\u8a2d\u8a08\u306e\u9032\u5316\uff1a\u9759\u7684\u304b\u3089\u52d5\u7684\u3078\u300d\u3002\u300eJournal of Business Logistics\u300f, 45(3), 210-225.<\/li>\n<li>Russel, S., &amp; Norvig, P. (2025). \u300e\u4eba\u5de5\u77e5\u80fd\uff1a\u73fe\u4ee3\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u300f\uff08\u7b2c5\u7248\uff09\u3002\u30d4\u30a2\u30bd\u30f3\u3002<\/li>\n<li>Thrun, S., Burgard, W., &amp; Fox, D. (2024). \u300e\u78ba\u7387\u8ad6\u7684\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u300f\u3002MIT\u30d7\u30ec\u30b9\u3002<\/li>\n<li>\u4e16\u754c\u7d4c\u6e08\u30d5\u30a9\u30fc\u30e9\u30e0\u3002(2025). \u300e\u30e9\u30b9\u30c8\u30de\u30a4\u30eb\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u672a\u6765\u300f\u3002WEF\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51765\" src=\"https:\/\/www.globalresearch.co.jp\/reports\/wp-content\/uploads\/2026\/05\/14-1-9.png\" alt=\"\" width=\"610\" height=\"258\" \/><\/p>\n<ol>\n<li>\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30fb\u30b5\u30de\u30ea\u30fc\n<ul>\n<li>\u4e16\u754c\u5e02\u5834\u306e\u5c55\u671b<\/li>\n<li>\u9700\u8981\u9762\u306e\u52d5\u5411<\/li>\n<li>\u4f9b\u7d66\u9762\u306e\u52d5\u5411<\/li>\n<li>\u6280\u8853\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u5206\u6790<\/li>\n<li>\u5206\u6790\u3068\u63d0\u8a00<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u306e\u6982\u8981\n<ul>\n<li>\u5e02\u5834\u7bc4\u56f2\uff0f\u5206\u985e<\/li>\n<li>\u5e02\u5834\u306e\u5b9a\u7fa9\uff0f\u7bc4\u56f2\uff0f\u5236\u9650<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u306e\u80cc\u666f\n<ul>\n<li>\u5e02\u5834\u306e\u52d5\u5411\n<ul>\n<li>\u63a8\u9032\u8981\u56e0<\/li>\n<li>\u6291\u5236\u8981\u56e0<\/li>\n<li>\u6a5f\u4f1a<\/li>\n<li>\u30c8\u30ec\u30f3\u30c9<\/li>\n<\/ul>\n<\/li>\n<li>\u30b7\u30ca\u30ea\u30aa\u5225\u4e88\u6e2c\n<ul>\n<li>\u697d\u89b3\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u9700\u8981<\/li>\n<li>\u73fe\u5b9f\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u9700\u8981<\/li>\n<li>\u4fdd\u5b88\u7684\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u9700\u8981<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u4f1a\u30de\u30c3\u30d7\u5206\u6790<\/li>\n<li>\u88fd\u54c1\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5206\u6790<\/li>\n<li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/li>\n<li>\u6295\u8cc7\u5b9f\u73fe\u53ef\u80fd\u6027\u30de\u30c8\u30ea\u30c3\u30af\u30b9<\/li>\n<li>\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/li>\n<li>PESTLE\u5206\u6790\u304a\u3088\u3073\u30dd\u30fc\u30bf\u30fc\u306e\u5206\u6790<\/li>\n<li>\u898f\u5236\u74b0\u5883<\/li>\n<li>\u5730\u57df\u5225\u89aa\u5e02\u5834\u306e\u5c55\u671b<\/li>\n<li>\u751f\u7523\u304a\u3088\u3073\u6d88\u8cbb\u7d71\u8a08<\/li>\n<li>\u8f38\u51fa\u5165\u7d71\u8a08<\/li>\n<\/ul>\n<\/li>\n<li>2021\u5e74\u304b\u30892025\u5e74\u307e\u3067\u306e\u4e16\u754c\u5e02\u5834\u5206\u6790\u304a\u3088\u30732026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u4e88\u6e2c\n<ul>\n<li>\u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5206\u6790\u30012021\u5e74\uff5e2025\u5e74<\/li>\n<li>\u73fe\u5728\u304a\u3088\u3073\u5c06\u6765\u306e\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u4e88\u6e2c\u30012026\u5e74\uff5e2036\u5e74\n<ul>\n<li>\u524d\u5e74\u6bd4\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u5206\u6790<\/li>\n<li>\u7d76\u5bfe\u7684\u6a5f\u4f1a\uff08\u30c9\u30eb\uff09\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u4e16\u754c\u5e02\u5834\u4fa1\u683c\u5206\u6790 2021\u5e74\uff5e2025\u5e74\u304a\u3088\u3073\u4e88\u6e2c 2026\u5e74\uff5e2036\u5e74<\/li>\n<li>\u6a5f\u80fd\u5225 \u4e16\u754c\u5e02\u5834\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\n<ul>\n<li>\u306f\u3058\u3081\u306b \/ \u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/li>\n<li>\u6a5f\u80fd\u5225 \u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09<\/li>\n<li>\u6a5f\u80fd\u5225 \u73fe\u5728\u304a\u3088\u3073\u5c06\u6765\u306e\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\n<ul>\n<li>Goods-to-person<\/li>\n<li>\u30d1\u30ec\u30c3\u30c8\u642c\u9001<\/li>\n<li>\u4ed5\u5206\u3051\u7528AMR<\/li>\n<li>\u30d4\u30c3\u30ad\u30f3\u30b0\u652f\u63f4\u7528AMR<\/li>\n<li>\u5728\u5eab\u30b9\u30ad\u30e3\u30f3\u7528AMR<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09<\/li>\n<li>\u6a5f\u80fd\u5225\u7d76\u5bfe\u7684\u5e02\u5834\u6a5f\u4f1a\u5206\u6790\uff082026\u5e74\uff5e2036\u5e74\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u306e\u4e16\u754c\u5e02\u5834\u5206\u6790\u304a\u3088\u30732026\u5e74\u304b\u30892036\u5e74\u306e\u4e88\u6e2c\n<ul>\n<li>\u306f\u3058\u3081\u306b \/ \u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u306e\u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225\u30012026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u73fe\u5728\u304a\u3088\u3073\u5c06\u6765\u306e\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\n<ul>\n<li>SLAM\u30d9\u30fc\u30b9<\/li>\n<li>\u30d3\u30b8\u30e7\u30f3\u30ac\u30a4\u30c7\u30c3\u30c9<\/li>\n<li>QR \/ \u30d5\u30a3\u30c7\u30e5\u30fc\u30b7\u30e3\u30eb<\/li>\n<li>\u78c1\u6c17\u30c6\u30fc\u30d7<\/li>\n<\/ul>\n<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u307e\u3067\u306eY\u5bfeY\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u5206\u6790<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225\u30012026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u7d76\u5bfe\u7684\u306a\u5e02\u5834\u6a5f\u4f1a\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u307e\u3067\u306e\u4e16\u754c\u5e02\u5834\u5206\u6790\u304a\u3088\u30732026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u4e88\u6e2c\n<ul>\n<li>\u306f\u3058\u3081\u306b \/ \u4e3b\u306a\u8abf\u67fb\u7d50\u679c<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u307e\u3067\u306e\u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225\u30012026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u73fe\u5728\u304a\u3088\u3073\u5c06\u6765\u306e\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u5206\u6790\u3068\u4e88\u6e2c\n<ul>\n<li>E\u30b3\u30de\u30fc\u30b9<\/li>\n<li>\u5c0f\u58f2<\/li>\n<li>\u88fd\u9020<\/li>\n<li>3PL<\/li>\n<\/ul>\n<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225\u30012021\u5e74\u304b\u30892025\u5e74\u307e\u3067\u306e\u524d\u5e74\u6bd4\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u5206\u6790<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225\u30012026\u5e74\u304b\u30892036\u5e74\u307e\u3067\u306e\u7d76\u5bfe\u7684\u5e02\u5834\u6a5f\u4f1a\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>\u5730\u57df\u5225\u4e16\u754c\u5e02\u5834\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\n<ul>\n<li>\u306f\u3058\u3081\u306b<\/li>\n<li>\u5730\u57df\u5225\u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09<\/li>\n<li>\u5730\u57df\u5225\u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\n<ul>\n<li>\u5317\u7c73<\/li>\n<li>\u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab<\/li>\n<li>\u897f\u30e8\u30fc\u30ed\u30c3\u30d1<\/li>\n<li>\u6771\u30e8\u30fc\u30ed\u30c3\u30d1<\/li>\n<li>\u6771\u30a2\u30b8\u30a2<\/li>\n<li>\u5357\u30a2\u30b8\u30a2\u304a\u3088\u3073\u592a\u5e73\u6d0b<\/li>\n<li>\u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab<\/li>\n<\/ul>\n<\/li>\n<li>\u5730\u57df\u5225\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>\u5317\u7c73\u5e02\u5834\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u904e\u53bb\u5024\uff1a\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u30c8\u30ec\u30f3\u30c9\u5206\u6790\uff08\u5e02\u5834\u5206\u985e\u5225\u30012021\u5e74\uff5e2025\u5e74\uff09<\/li>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u5e02\u5834\u5206\u985e\u5225\u4e88\u6e2c\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u7c73\u56fd<\/li>\n<li>\u30ab\u30ca\u30c0<\/li>\n<li>\u30e1\u30ad\u30b7\u30b3<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab\u5e02\u5834\u5206\u6790 2021\u5e74\u304b\u30892025\u5e74\u304a\u3088\u3073\u4e88\u6e2c 2026\u5e74\u304b\u30892036\u5e74\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u5206\u6790\u30012021\u5e74\u304b\u30892025\u5e74<\/li>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u4e88\u6e2c\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u30d6\u30e9\u30b8\u30eb<\/li>\n<li>\u30c1\u30ea<\/li>\n<li>\u305d\u306e\u4ed6\u306e\u30e9\u30c6\u30f3\u30a2\u30e1\u30ea\u30ab<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u897f\u30e8\u30fc\u30ed\u30c3\u30d1\u5e02\u5834\u5206\u6790 2021\u5e74\uff5e2025\u5e74\u304a\u3088\u30732026\u5e74\uff5e2036\u5e74\u306e\u4e88\u6e2c\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u5206\u6790\u30012021\u5e74\u304b\u30892025\u5e74<\/li>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u4e88\u6e2c\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u30c9\u30a4\u30c4<\/li>\n<li>\u82f1\u56fd<\/li>\n<li>\u30a4\u30bf\u30ea\u30a2<\/li>\n<li>\u30b9\u30da\u30a4\u30f3<\/li>\n<li>\u30d5\u30e9\u30f3\u30b9<\/li>\n<li>\u5317\u6b27<\/li>\n<li>\u30d9\u30cd\u30eb\u30af\u30b9<\/li>\n<li>\u897f\u30e8\u30fc\u30ed\u30c3\u30d1\u305d\u306e\u4ed6<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u6771\u6b27\u5e02\u5834\u5206\u6790 2021\u5e74\u304b\u30892025\u5e74\u304a\u3088\u30732026\u5e74\u304b\u30892036\u5e74\u306e\u4e88\u6e2c\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u904e\u53bb\u5024\uff1a\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u30c8\u30ec\u30f3\u30c9\u5206\u6790\uff08\u5e02\u5834\u5206\u985e\u5225\u30012021\u5e74\u304b\u30892025\u5e74\uff09<\/li>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u4e88\u6e2c\uff1a\u5e02\u5834\u5206\u985e\u5225\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u30ed\u30b7\u30a2<\/li>\n<li>\u30dd\u30fc\u30e9\u30f3\u30c9<\/li>\n<li>\u30cf\u30f3\u30ac\u30ea\u30fc<\/li>\n<li>\u30d0\u30eb\u30ab\u30f3\u30fb\u30d0\u30eb\u30c8\u8af8\u56fd<\/li>\n<li>\u6771\u6b27\u305d\u306e\u4ed6<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u6771\u30a2\u30b8\u30a2\u5e02\u5834\u5206\u6790 2021\u5e74\u304b\u30892025\u5e74\u304a\u3088\u3073\u4e88\u6e2c 2026\u5e74\u304b\u30892036\u5e74\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u5206\u6790\u30012021\u5e74\u304b\u30892025\u5e74<\/li>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u4e88\u6e2c\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u4e2d\u56fd<\/li>\n<li>\u65e5\u672c<\/li>\n<li>\u97d3\u56fd<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u306e\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u5357\u30a2\u30b8\u30a2\u30fb\u592a\u5e73\u6d0b\u5730\u57df\u306e\u5e02\u5834\u5206\u6790\uff082021\u5e74\uff5e2025\u5e74\uff09\u304a\u3088\u3073\u4e88\u6e2c\uff082026\u5e74\uff5e2036\u5e74\uff09\u3001\u56fd\u5225\n<ul>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u904e\u53bb\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u63a8\u79fb\u5206\u6790\u30012021\u5e74\u304b\u30892025\u5e74<\/li>\n<li>\u5e02\u5834\u5206\u985e\u5225 \u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u306e\u4e88\u6e2c\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u30a4\u30f3\u30c9<\/li>\n<li>ASEAN<\/li>\n<li>\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u30fb\u30cb\u30e5\u30fc\u30b8\u30fc\u30e9\u30f3\u30c9<\/li>\n<li>\u5357\u30a2\u30b8\u30a2\u30fb\u592a\u5e73\u6d0b\u306e\u305d\u306e\u4ed6\u5730\u57df<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab\u5e02\u5834\u5206\u6790 2021\u5e74\uff5e2025\u5e74\u304a\u3088\u3073\u4e88\u6e2c 2026\u5e74\uff5e2036\u5e74\uff08\u56fd\u5225\uff09\n<ul>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u904e\u53bb\u5024\uff1a\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u304a\u3088\u3073\u5e02\u5834\u5206\u985e\u5225\u30c8\u30ec\u30f3\u30c9\u5206\u6790\u30012021\u5e74\uff5e2025\u5e74<\/li>\n<li>\u5e02\u5834\u898f\u6a21\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u4e88\u6e2c\uff1a\u5e02\u5834\u5206\u985e\u5225\u30012026\u5e74\u304b\u30892036\u5e74\n<ul>\n<li>\u56fd\u5225\n<ul>\n<li>\u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\u738b\u56fd<\/li>\n<li>\u305d\u306e\u4ed6\u306eGCC\u8af8\u56fd<\/li>\n<li>\u30c8\u30eb\u30b3<\/li>\n<li>\u5357\u30a2\u30d5\u30ea\u30ab<\/li>\n<li>\u305d\u306e\u4ed6\u306e\u30a2\u30d5\u30ea\u30ab\u9023\u5408<\/li>\n<li>\u305d\u306e\u4ed6\u306e\u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab<\/li>\n<\/ul>\n<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u9b45\u529b\u5ea6\u5206\u6790\n<ul>\n<li>\u56fd\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>\u4e3b\u8981\u56fd\u5225\u5e02\u5834\u5206\u6790\n<ul>\n<li>\u7c73\u56fd\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30ab\u30ca\u30c0\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30e1\u30ad\u30b7\u30b3\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30d6\u30e9\u30b8\u30eb\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30c1\u30ea\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30c9\u30a4\u30c4\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u82f1\u56fd\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30a4\u30bf\u30ea\u30a2\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30b9\u30da\u30a4\u30f3\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30d5\u30e9\u30f3\u30b9\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30a4\u30f3\u30c9\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>ASEAN\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u30fb\u30cb\u30e5\u30fc\u30b8\u30fc\u30e9\u30f3\u30c9\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u4e2d\u56fd\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u65e5\u672c\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u97d3\u56fd\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30ed\u30b7\u30a2\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30dd\u30fc\u30e9\u30f3\u30c9\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30cf\u30f3\u30ac\u30ea\u30fc\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2\u738b\u56fd\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u30c8\u30eb\u30b3\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u30012025\u5e74\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u5357\u30a2\u30d5\u30ea\u30ab\n<ul>\n<li>\u4fa1\u683c\u5206\u6790<\/li>\n<li>\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\uff082025\u5e74\uff09\n<ul>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u69cb\u9020\u5206\u6790\n<ul>\n<li>\u7af6\u5408\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u7af6\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/li>\n<li>\u4e3b\u8981\u4f01\u696d\u306e\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\n<ul>\n<li>\u5730\u57df\u5225<\/li>\n<li>\u6a5f\u80fd\u5225<\/li>\n<li>\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u5225<\/li>\n<li>\u6700\u7d42\u7528\u9014\u7523\u696d\u5225<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u7af6\u5408\u5206\u6790\n<ul>\n<li>\u7af6\u5408\u306e\u8a73\u7d30\u5206\u6790\n<ul>\n<li>Locus Robotics\n<ul>\n<li>\u6982\u8981<\/li>\n<li>\u88fd\u54c1\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa<\/li>\n<li>\u5e02\u5834\u30bb\u30b0\u30e1\u30f3\u30c8\u5225\u53ce\u76ca\u6027\uff08\u88fd\u54c1\uff0f\u5e74\u4ee3\uff0f\u8ca9\u58f2\u30c1\u30e3\u30cd\u30eb\uff0f\u5730\u57df\uff09<\/li>\n<li>\u8ca9\u58f2\u5b9f\u7e3e<\/li>\n<li>\u6226\u7565\u6982\u8981\n<ul>\n<li>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565<\/li>\n<li>\u88fd\u54c1\u6226\u7565<\/li>\n<li>\u30c1\u30e3\u30cd\u30eb\u6226\u7565<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Geek+<\/li>\n<li>GreyOrange<\/li>\n<li>AutoStore<\/li>\n<li>Swisslog<\/li>\n<li>Hikrobot<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u4f7f\u7528\u3055\u308c\u305f\u524d\u63d0\u6761\u4ef6\u304a\u3088\u3073\u7565\u8a9e<\/li>\n<li>\u8abf\u67fb\u65b9\u6cd5\u8ad6<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u5411\u3051AI\u642d\u8f09AMR\u5e02\u5834\u306f\u30012026\u5e74\u306e18\u5104\u7c73\u30c9\u30eb\u304b\u30892036\u5e74\u307e\u3067\u306b39\u5104\u7c73\u30c9\u30eb\u3078\u3068\u6210\u9577\u3057\u3001\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u306f8.4%\u306b\u306a\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300cGoods-to-Person\uff08GTP\uff09\u300d\u65b9\u5f0f\u304c37.5%\u306e\u5e02\u5834\u30b7\u30a7\u30a2\u3067\u4e3b\u6d41\u3068\u306a\u308b\u4e00\u65b9\u3001\u300cSLAM\uff08\u69cb\u9020\u5316\u8996\u899a\u4f4d\u7f6e\u63a8\u5b9a\uff09\u300d\u30d9\u30fc\u30b9\u306e\u6280\u8853\u304c56.7%\u306e\u30b7\u30a7\u30a2\u3067\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u727d\u5f15\u3059\u308b\u898b\u8fbc\u307f\u3067\u3059\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":[3426],"yoast_head":"<!-- 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