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href=\"https:\/\/www.ipa.go.jp\/publish\/wp-dx\/gmcbt8000000botk-att\/000108041.pdf\">DX\u767d\u66f82023\uff5cIPA \u72ec\u7acb\u884c\u653f\u6cd5\u4eba \u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb<\/a><\/p>\n\n\n\n<p>\ud83d\udca1 <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a[<a href=\"https:\/\/twostone-s.com\/columns\/dx\/retail-logistics\/1796\/\" title=\"\">\u30c7\u30fc\u30bf\u3092\u610f\u601d\u6c7a\u5b9a\u306e\u6b66\u5668\u306b\uff01\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u5c0f\u58f2DX\u306e\u9032\u3081\u65b9\u3068\u6ce8\u610f\u70b9<\/a>]<\/strong><\/p>\n\n\n\n<h2 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class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u304c\u6c3e\u6feb\u3059\u308b\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c0e\u5165\u306e\u6709\u540d\u306a\u5931\u6557\u4f8b\u304c\u300c\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u7121\u79e9\u5e8f\u306b\u30c7\u30fc\u30bf\u304c\u6295\u5165\u3055\u308c\u7d9a\u3051\u305f\u7d50\u679c\u3001\u3069\u3053\u306b\u3069\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u3001\u3069\u306e\u3088\u3046\u306a\u54c1\u8cea\u3067\u5b58\u5728\u3059\u308b\u306e\u304b\u8ab0\u3082\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u3001\u7ba1\u7406\u4e0d\u80fd\u306a\u300c\u30c7\u30fc\u30bf\u306e\u6cbc\u300d\u3068\u5316\u3059\u72b6\u614b\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u300c\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u5165\u308c\u308b\u300d\u3068\u3044\u3046\u67d4\u8edf\u6027\u304c\u88cf\u76ee\u306b\u51fa\u308b\u5178\u578b\u4f8b\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u306b\u9665\u308b\u3068\u3001\u5229\u7528\u8005\u306f\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u898b\u3064\u3051\u3089\u308c\u305a\u3001\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u3082\u62c5\u4fdd\u3055\u308c\u306a\u3044\u305f\u3081\u5206\u6790\u306b\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u4fa1\u5024\u3092\u751f\u307e\u306a\u3044\u5358\u306a\u308b\u30c7\u30fc\u30bf\u7f6e\u304d\u5834\u3068\u306a\u308a\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3060\u3051\u304c\u7121\u99c4\u306b\u304b\u304b\u308a\u7d9a\u3051\u308b\u4e8b\u614b\u3092\u62db\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316\u3092\u9632\u304e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u8cc7\u7523\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u54c1\u8cea\u3001\u6d3b\u7528\u4fa1\u5024\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30eb\u30fc\u30eb\u3084\u30d7\u30ed\u30bb\u30b9\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u7d44\u7e54\u5168\u4f53\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u7d4c\u55b6\u8ab2\u984c\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u65bd\u7b56\u3068\u3057\u3066\u3001\u307e\u305a\u306f\u3069\u3053\u306b\u3069\u3093\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u304b\u3092\u793a\u3059\u300c\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u300d\u306e\u6574\u5099\u304c\u91cd\u8981\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u6027\u3084\u5b8c\u5168\u6027\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u306e\u54c1\u8cea\u7ba1\u7406\u30eb\u30fc\u30eb\u3092\u5b9a\u3081\u3001\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u30fb\u6539\u5584\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u78ba\u7acb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064IT\u4eba\u6750\u306e\u78ba\u4fdd<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u3059\u306b\u306f\u3001\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u4eba\u6750\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7279\u306b\u3001\u5f93\u6765\u306eIT\u4eba\u6750\u3068\u306f\u7570\u306a\u308b\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u52a0\u5de5\u3059\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u300c\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3002\u6b21\u306b\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u77e5\u898b\u3092\u898b\u3064\u3051\u51fa\u3059\u300c\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u300d\u3084\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f7c\u3089\u306f\u7d71\u8a08\u5b66\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u99c6\u4f7f\u3057\u3066\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u884c\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u3046\u3057\u305f\u5c02\u9580\u4eba\u6750\u306f\u5e02\u5834\u3067\u4e0d\u8db3\u3057\u3066\u304a\u308a\u78ba\u4fdd\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u8a08\u753b\u7684\u306a\u793e\u5185\u80b2\u6210\u3084\u5916\u90e8\u30ea\u30bd\u30fc\u30b9\u306e\u6d3b\u7528\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178\u53c2\u7167\uff1a<a href=\"https:\/\/www.ipa.go.jp\/publish\/wp-dx\/gmcbt8000000botk-att\/000108041.pdf\">DX\u767d\u66f82023\uff5cIPA \u72ec\u7acb\u884c\u653f\u6cd5\u4eba \u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb<\/a><\/p>\n\n\n\n<p>\ud83d\udca1 <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a[<a href=\"https:\/\/twostone-s.com\/columns\/dx\/retail-logistics\/3001\/\" title=\"\">\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u4eba\u6750\u3092\u3069\u3046\u78ba\u4fdd\u3059\u308b\uff1f\u5c0f\u58f2DX\u3092\u63a8\u9032\u3059\u308b\u4eba\u6750\u63a1\u7528\u30fb\u80b2\u6210\u6226\u7565<\/a>]<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c0e\u5165\u30fb\u904b\u7528\u306b\u304b\u304b\u308b\u8cbb\u7528<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"651\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540967-2.jpeg\" alt=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c0e\u5165\u30fb\u904b\u7528\u306b\u304b\u304b\u308b\u8cbb\u7528\u306e\u30a4\u30e1\u30fc\u30b8\" class=\"wp-image-2917\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540967-2.jpeg 1000w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540967-2-300x195.jpeg 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540967-2-768x500.jpeg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u5c0e\u5165\u30fb\u904b\u7528\u3059\u308b\u3068\u304d\u306b\u304b\u304b\u308b\u8cbb\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 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class=\"wp-block-heading\">\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u65bd\u7b56\u306b\u3088\u308b\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u3001\u9867\u5ba2\u4e00\u4eba\u3072\u3068\u308a\u306b\u5408\u308f\u305b\u305f\u9ad8\u5ea6\u306a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u65bd\u7b56\u306e\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002\u753b\u4e00\u7684\u306a\u30de\u30b9\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u8131\u5374\u3057\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001\u500b\u3005\u306e\u8208\u5473\u3084\u72b6\u6cc1\u3092\u6df1\u304f\u7406\u89e3\u3057\u3001\u6700\u9069\u306a\u60c5\u5831\u3084\u4f53\u9a13\u3092\u6700\u9069\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u96c6\u7d04\u3055\u308c\u305f\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30ec\u30d9\u30eb\u3092\u683c\u6bb5\u306b\u5f15\u304d\u4e0a\u3052\u3089\u308c\u307e\u3059\u3002Web\u95b2\u89a7\u5c65\u6b74\u3084\u8cfc\u8cb7\u5c65\u6b74\u306a\u3069\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u9867\u5ba2\u306e\u300c\u4eca\u300d\u306e\u8208\u5473\u3092\u63a8\u6e2c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u57fa\u3065\u304d\u3001\u6700\u9069\u306a\u5546\u54c1\u30ec\u30b3\u30e1\u30f3\u30c9\u3084\u30af\u30fc\u30dd\u30f3\u306e\u914d\u4fe1\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u9032\u3081\u65b9 5\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n<p>\u591a\u304f\u306e\u4f01\u696d\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u4e00\u822c\u7684\u306a\u69cb\u7bc9\u30d7\u30ed\u30bb\u30b9\u30925\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u3053\u3068\u3067\u5931\u6557\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u7e4b\u304c\u308b\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d71.\u76ee\u7684\u5b9a\u7fa9\u3068\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u7bc4\u56f2\u306e\u6c7a\u5b9a<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u6700\u521d\u306e\u6700\u91cd\u8981\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u7684\u306e\u660e\u78ba\u5316\u3067\u3059\u3002\u6280\u8853\u5c0e\u5165\u304c\u76ee\u7684\u5316\u3057\u306a\u3044\u3088\u3046\u3001\u300c\u512a\u826f\u9867\u5ba2\u306e\u96e2\u53cd\u7387\u30925%\u524a\u6e1b\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u3067\u6e2c\u5b9a\u53ef\u80fd\u306aKPI\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u76ee\u7684\u304c\u660e\u78ba\u306b\u306a\u3063\u305f\u3089\u3001\u5168\u793e\u898f\u6a21\u3067\u306f\u306a\u304f\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u300d\u306e\u7bc4\u56f2\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u76ee\u6a19\u9054\u6210\u306b\u6700\u3082\u8ca2\u732e\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u9650\u5b9a\u7684\u306a\u9818\u57df\u306b\u7126\u70b9\u3092\u7d5e\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u521d\u671f\u6295\u8cc7\u3068\u30ea\u30b9\u30af\u3092\u6291\u3048\u3064\u3064\u65e9\u671f\u306b\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u3080\u3053\u3068\u304c\u3067\u304d\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u4fa1\u5024\u3092\u793e\u5185\u306b\u793a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d72.PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u3088\u308b\u52b9\u679c\u306e\u4e8b\u524d\u691c\u8a3c<\/h3>\n\n\n\n<p>\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u7bc4\u56f2\u304c\u6c7a\u5b9a\u3057\u305f\u3089\u3001\u672c\u683c\u7684\u306a\u69cb\u7bc9\u306b\u7740\u624b\u3059\u308b\u524d\u306bPoC\uff08Proof of Concept\uff1a\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u304c\u5f37\u304f\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>PoC\u3068\u306f\u3001\u65b0\u3057\u3044\u6982\u5ff5\u3084\u30a2\u30a4\u30c7\u30a2\u3001\u6280\u8853\u304c\u73fe\u5b9f\u7684\u306b\u5b9f\u73fe\u53ef\u80fd\u304b\u3001\u305d\u3057\u3066\u671f\u5f85\u3055\u308c\u308b\u52b9\u679c\u3092\u3082\u305f\u3089\u3059\u304b\u3092\u3001\u5c0f\u898f\u6a21\u306a\u74b0\u5883\u3067\u5b9f\u969b\u306b\u8a66\u3057\u3066\u691c\u8a3c\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u6587\u8108\u3067\u306f\u3001\u30b9\u30c6\u30c3\u30d71\u3067\u5b9a\u3081\u305f\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u7bc4\u56f2\u5185\u3067\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u7d71\u5408\u30fb\u5206\u6790\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306e\u9054\u6210\u306b\u672c\u5f53\u306b\u8ca2\u732e\u3067\u304d\u308b\u304b\u3092\u4e8b\u524d\u306b\u691c\u8a3c\u3059\u308b\u6d3b\u52d5\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>PoC\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3067\u3001\u6280\u8853\u7684\u306a\u8ab2\u984c\u3084\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u554f\u984c\u3092\u65e9\u671f\u306b\u6d17\u3044\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u304c\u3082\u305f\u3089\u3059\u5177\u4f53\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u95a2\u4fc2\u8005\u306b\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u672c\u683c\u5c0e\u5165\u306b\u5411\u3051\u305f\u7d4c\u55b6\u5c64\u306e\u7406\u89e3\u3084\u4e88\u7b97\u7372\u5f97\u304c\u5bb9\u6613\u306b\u306a\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u30ea\u30b9\u30af\u3092\u5927\u5e45\u306b\u4f4e\u6e1b\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d73.\u5bfe\u8c61\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u5b9a\u3068\u53ce\u96c6<\/h3>\n\n\n\n<p>PoC\u306b\u3088\u308b\u691c\u8a3c\u304c\u6210\u529f\u3057\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u7d9a\u884c\u304c\u6c7a\u5b9a\u3057\u305f\u3089\u3001\u6b21\u306f\u3044\u3088\u3044\u3088\u672c\u683c\u69cb\u7bc9\u3067\u5bfe\u8c61\u3068\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u9078\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3078\u306e\u53ce\u96c6\u3092\u958b\u59cb\u3059\u308b\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>PoC\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3001\u5f53\u521d\u306e\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u7bc4\u56f2\u304b\u3089\u3069\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6b21\u306b\u8ffd\u52a0\u3057\u3066\u3044\u304f\u304b\u3092\u8a08\u753b\u7684\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002POS\u30b7\u30b9\u30c6\u30e0\u3001EC\u30b5\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001CRM\u30b7\u30b9\u30c6\u30e0\u3001Web\u30b5\u30fc\u30d0\u30fc\u306e\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3001\u793e\u5185\u5916\u306b\u6563\u5728\u3059\u308b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u304c\u3069\u3053\u306b\u3001\u3069\u306e\u3088\u3046\u306a\u5f62\u5f0f\u3067\u5b58\u5728\u3057\u3066\u3044\u308b\u304b\u3092\u6b63\u78ba\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u5b9a\u671f\u7684\u3042\u308b\u3044\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u53ce\u96c6\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u7684\u306a\u6226\u7565\u3092\u7acb\u3066\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u9023\u643a\u30d7\u30ed\u30bb\u30b9\u306b\u306fETL\/ELT\u30c4\u30fc\u30eb\u3084\u3001\u5404\u7a2e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u63d0\u4f9b\u3059\u308b\u30c7\u30fc\u30bf\u9023\u643a\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d74.\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u9078\u5b9a\u3068\u672c\u683c\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u76ee\u51e6\u304c\u7acb\u3063\u305f\u3089\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08\u4e3b\u306b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\uff09\u3092\u9078\u5b9a\u3057\u3001\u672c\u683c\u7684\u306a\u69cb\u7bc9\u4f5c\u696d\u306b\u7740\u624b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u3001\u5e02\u5834\u306b\u306fAmazon Web Services (AWS)\u3001Google Cloud Platform (GCP)\u3001Microsoft Azure\u3068\u3044\u3063\u305f\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u5b58\u5728\u3057\u3001\u305d\u308c\u305e\u308c\u304c\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u30b5\u30fc\u30d3\u30b9\u7fa4\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u9078\u5b9a\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u30b3\u30b9\u30c8\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u89aa\u548c\u6027\u3001\u81ea\u793e\u306e\u6280\u8853\u8005\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u306a\u3069\u3092\u7dcf\u5408\u7684\u306b\u6bd4\u8f03\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u6c7a\u5b9a\u3057\u305f\u3089\u3001PoC\u3067\u5f97\u3089\u308c\u305f\u77e5\u898b\u3084\u3001\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u8981\u4ef6\u3092\u53cd\u6620\u3055\u305b\u305f\u8a73\u7d30\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30a4\u30f3\u30d5\u30e9\u306e\u69cb\u7bc9\u3092\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d75.\u5206\u6790\u30fb\u53ef\u8996\u5316\u3068\u6bb5\u968e\u7684\u306a\u5168\u793e\u5c55\u958b<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3068\u3044\u3046\u5668\u304c\u5b8c\u6210\u3057\u30c7\u30fc\u30bf\u304c\u84c4\u7a4d\u3055\u308c\u59cb\u3081\u305f\u3089\u3001\u3044\u3088\u3044\u3088\u305d\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u5275\u51fa\u3059\u308b\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3084\u5404\u7a2e\u5206\u6790\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3055\u305b\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3084\u5206\u6790\u3092\u958b\u59cb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u6700\u521d\u306e\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u7bc4\u56f2\u3067\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u51fa\u3059\u3053\u3068\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u90e8\u9580\u304c\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306eROI\u3092\u6539\u5584\u3057\u305f\u3068\u3044\u3063\u305f\u6210\u529f\u4e8b\u4f8b\u3092\u5275\u51fa\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u6210\u529f\u4e8b\u4f8b\u3092\u793e\u5185\u306b\u5e83\u304f\u5171\u6709\u3057\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u4fa1\u5024\u3092\u8a3c\u660e\u3059\u308b\u3053\u3068\u3067\u6b21\u306e\u5c55\u958b\u3078\u306e\u5f3e\u307f\u3092\u3064\u3051\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6210\u529f\u4f53\u9a13\u3092\u57fa\u306b\u3001\u5bfe\u8c61\u3068\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u5229\u7528\u3059\u308b\u90e8\u9580\u3092\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3057\u3066\u3044\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u5168\u793e\u7684\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u6587\u5316\u3092\u91b8\u6210\u3057\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f\u305f\u3081\u306e\u738b\u9053\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u4e3b\u8981\u30b5\u30fc\u30d3\u30b9<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540968-3.jpeg\" alt=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30a4\u30e1\u30fc\u30b8\" class=\"wp-image-2918\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540968-3.jpeg 1000w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540968-3-300x169.jpeg 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540968-3-768x432.jpeg 768w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2025\/08\/docx-image-1754375540968-3-290x163.jpeg 290w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u5e02\u5834\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u4ee3\u8868\u7684\u306a3\u3064\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Amazon Web Services(AWS)<\/h3>\n\n\n\n<p>AWS\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5e02\u5834\u306b\u304a\u3044\u3066\u9577\u5e74\u306e\u5b9f\u7e3e\u3068\u9ad8\u3044\u30b7\u30a7\u30a2\u3092\u8a87\u308a\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3082\u975e\u5e38\u306b\u8c4a\u5bcc\u3067\u6210\u719f\u3057\u3066\u3044\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u306e\u304c\u3001\u9ad8\u3044\u8010\u4e45\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u6301\u3064\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u300cAmazon S3\u300d\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u7c21\u7d20\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u300cAWS Lake Formation\u300d\u3068\u3044\u3046\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306e\u8a2d\u5b9a\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u7ba1\u7406\u306a\u3069\u3092\u4e00\u5143\u7684\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3084\u5909\u63db\uff08ETL\u51e6\u7406\uff09\u306b\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3067\u5b9f\u884c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u7d71\u5408\u30b5\u30fc\u30d3\u30b9\u300cAWS Glue\u300d\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u305d\u3057\u3066\u3001S3\u306b\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6a19\u6e96\u7684\u306aSQL\u3092\u7528\u3044\u3066\u76f4\u63a5\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5206\u6790\u3092\u884c\u3046\u305f\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u300cAmazon Athena\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178\u53c2\u7167\uff1a<a href=\"https:\/\/aws.amazon.com\/jp\/big-data\/datalakes-and-analytics\/datalakes\/\">AWS \u3067\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\uff5cAmazon Web Services<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google Cloud Platform(GCP)<\/h3>\n\n\n\n<p>Google Cloud\u306f\u3001\u89aa\u4f1a\u793e\u3067\u3042\u308bGoogle\u304c\u6301\u3064\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u6280\u8853\u3068\u5206\u6790\u80fd\u529b\u3092\u80cc\u666f\u306b\u3001\u7279\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u975e\u5e38\u306b\u512a\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GCP\u3067\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u4e2d\u5fc3\u7684\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u300cCloud Storage\u300d\u3067\u3059\u3002GCP\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u306e\u5927\u304d\u306a\u7279\u5fb4\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3067\u9ad8\u901f\u304b\u3064\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u300cBigQuery\u300d\u306e\u5b58\u5728\u3067\u3059\u3002BigQuery\u306fCloud Storage\u4e0a\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5185\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082\u76f4\u63a5\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u300d\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u4e2d\u6838\u3092\u306a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u7d44\u7e54\u5168\u4f53\u306e\u5206\u6563\u3057\u305f\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u30fb\u7d71\u5236\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c7\u30fc\u30bf\u30d5\u30a1\u30d6\u30ea\u30c3\u30af\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u300cDataplex\u300d\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u52a0\u5de5\u306b\u306f\u300cDataflow\u300d\u3084\u300cCloud Data Fusion\u300d\u306a\u3069\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178\u53c2\u7167\uff1a<a href=\"https:\/\/cloud.google.com\/solutions\/data-lakehouse?hl=ja\">\u30c7\u30fc\u30bf \u30ec\u30a4\u30af\u30cf\u30a6\u30b9 | Google Cloud<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Microsoft Azure<\/h3>\n\n\n\n<p>Microsoft Azure\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u57fa\u5e79\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3084\u30aa\u30d5\u30a3\u30b9\u30b9\u30a4\u30fc\u30c8\u3068\u3057\u3066\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308bWindows Server\u3084Microsoft 365\u3068\u306e\u89aa\u548c\u6027\u304c\u975e\u5e38\u306b\u9ad8\u3044\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>Azure\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c02\u7528\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u304c\u300cAzure Data Lake Storage (ADLS)\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Azure\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7d71\u5408\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u300cAzure Synapse 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Factory\u300d\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u591a\u304f\u306e\u7d44\u307f\u8fbc\u307f\u30b3\u30cd\u30af\u30bf\u3092\u6301\u3061\u3001GUI\u30d9\u30fc\u30b9\u3067\u76f4\u611f\u7684\u306b\u30c7\u30fc\u30bf\u7d71\u5408\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8a2d\u8a08\u30fb\u5b9f\u884c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178\u53c2\u7167\uff1a<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/storage\/blobs\/data-lake-storage-introduction\">Azure Data Lake Storage \u306e\u6982\u8981\uff5c\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u6d3b\u7528\u3067\u5c0f\u58f2DX\u3092\u52a0\u901f\u3055\u305b\u308b<\/h2>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5c0f\u58f2DX\u306e\u9375\u3068\u306a\u308b\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u57fa\u672c\u304b\u3089\u6d3b\u7528\u6cd5\u307e\u3067\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u9867\u5ba2\u884c\u52d5\u304c\u8907\u96d1\u5316\u3059\u308b\u73fe\u4ee3\u3001\u5f93\u6765\u306e\u5206\u65ad\u3055\u308c\u305f\u30c7\u30fc\u30bf\u7ba1\u7406\u3067\u306f\u9867\u5ba2\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u3001\u6563\u5728\u3059\u308b\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7684\u306b\u96c6\u7d04\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u7d4c\u55b6\u57fa\u76e4\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c0e\u5165\u306b\u306f\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316\u306a\u3069\u306e\u8ab2\u984c\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u660e\u78ba\u306a\u76ee\u7684\u3092\u6301\u3063\u3066\u8a08\u753b\u7684\u306b\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u6295\u8cc7\u306f\u5927\u304d\u306a\u30ea\u30bf\u30fc\u30f3\u3092\u3082\u305f\u3089\u3059\u3067\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u6d3b\u7528\u306f\u3001DX\u3092\u6b21\u306e\u30b9\u30c6\u30fc\u30b8\u3078\u3068\u52a0\u901f\u3055\u305b\u308b\u529b\u5f37\u3044\u4e00\u6b69\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0f\u58f2\u696d\u306eDX\u63a8\u9032\u306b\u304a\u3044\u3066\u3001\u306a\u305c\u300c\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u300d\u304c\u91cd\u8981\u8996\u3055\u308c\u308b\u306e\u304b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u57fa\u672c\u7684\u306a\u5b9a\u7fa9\u304b\u3089\u3001DWH\u3068\u306e\u660e\u78ba\u306a\u9055\u3044\u3001\u5c0e\u5165\u306b\u3088\u308b\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u7b2c\u4e00\u6b69\u3092\u3001\u3053\u306e\u8a18\u4e8b\u304b\u3089\u8e0f\u307f\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"author":6,"featured_media":3225,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[404],"tags":[355,356,344,383,363,346,367,338,380],"class_list":["post-2915","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-retail-logistics","tag-ai","tag-cloud","tag-marketing-dept","tag-pros-cons","tag-legacy-modernization","tag-information-systems","tag-strategy-development","tag-business-planning","tag-improving-customer-experience"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/posts\/2915","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/comments?post=2915"}],"version-history":[{"count":3,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/posts\/2915\/revisions"}],"predecessor-version":[{"id":11042,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/posts\/2915\/revisions\/11042"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/media\/3225"}],"wp:attachment":[{"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/media?parent=2915"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/categories?post=2915"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/twostone-s.com\/columns\/wp-json\/wp\/v2\/tags?post=2915"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}