{"id":8501,"date":"2026-04-14T15:28:39","date_gmt":"2026-04-14T06:28:39","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/system\/predictive-analytics-system-process\/"},"modified":"2026-04-14T15:28:39","modified_gmt":"2026-04-14T06:28:39","slug":"predictive-analytics-system-process","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/predictive-analytics-system-process\/","title":{"rendered":"\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3084\u9700\u8981\u3092\u4e88\u6e2c\u3057\u3001\u7d4c\u55b6\u5224\u65ad\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u88fd\u9020\u696d\u306b\u304a\u3051\u308b\u751f\u7523\u8a08\u753b\u306e\u6700\u9069\u5316\u3001\u5c0f\u58f2\u696d\u3067\u306e\u9700\u8981\u4e88\u6e2c\u3001\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u30ea\u30b9\u30af\u7ba1\u7406\u306a\u3069\u3001\u696d\u7a2e\u3092\u554f\u308f\u305a\u591a\u304f\u306e\u4f01\u696d\u304c\u5c0e\u5165\u3092\u9032\u3081\u3066\u304a\u308a\u3001McKinsey Global Institute\u306e\u8abf\u67fb\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u5b9f\u8df5\u3059\u308b\u4f01\u696d\u306f\u7af6\u5408\u4ed6\u793e\u3068\u6bd4\u3079\u3066\u53ce\u76ca\u6027\u304c23\u500d\u9ad8\u3044\u3068\u3044\u3046\u7d50\u679c\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u300c\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308a\u305f\u3044\u304c\u3001\u3069\u3053\u304b\u3089\u624b\u3092\u4ed8\u3051\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300c\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3084\u8cbb\u7528\u611f\u304c\u898b\u3048\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u60a9\u307f\u3092\u62b1\u3048\u308b\u62c5\u5f53\u8005\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p 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title=\"\">\u30fb\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n<h2 id=\"zentaizo\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5168\u4f53\u50cf<\/strong>\n<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" data-attachment-id=\"74\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/22064697\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22064697.jpg\" data-orig-size=\"1600,1200\" data-comments-opened=\"1\" 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class=\"wp-block-paragraph\">\u4e00\u65b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u306b\u306f\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\uff08XGBoost\u3001LightGBM\uff09\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u305d\u3057\u3066\u6df1\u5c64\u5b66\u7fd2\uff08LSTM\u3001Transformer\u306a\u3069\uff09\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3088\u308a\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3067\u304d\u308b\u305f\u3081\u3001\u4e88\u6e2c\u7cbe\u5ea6\u3092\u9ad8\u3081\u3084\u3059\u3044\u53cd\u9762\u3001\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u304c\u96e3\u3057\u304f\u306a\u308b\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c\u300d\u304c\u751f\u3058\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u8fd1\u5e74\u306f\u8aac\u660e\u53ef\u80fdAI\uff08XAI\uff09\u306e\u6280\u8853\u9032\u6b69\u306b\u3088\u308a\u3001\u3053\u306e\u8ab2\u984c\u3082\u89e3\u6c7a\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u81ea\u793e\u306e\u7528\u9014\u30fb\u30c7\u30fc\u30bf\u91cf\u30fb\u7cbe\u5ea6\u8981\u4ef6\u30fb\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u3001\u3069\u306e\u624b\u6cd5\u3092\u9078\u629e\u3059\u308b\u304b\u3092\u958b\u767a\u521d\u671f\u306b\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"susumekata\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong>\n<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" data-attachment-id=\"72\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/2519781-2\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1.jpg\" data-orig-size=\"1600,1200\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"2519781\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1-1024x768.jpg\" class=\"wp-image-72\" style=\"width: 640px;\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1.jpg\" alt=\"\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1.jpg 1600w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1-300x225.jpg 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1-1024x768.jpg 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1-768x576.jpg 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u306f\u3001\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u540c\u69d8\u306b\u8907\u6570\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5206\u304b\u308c\u3066\u9032\u884c\u3057\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u30e2\u30c7\u30eb\u69cb\u7bc9\u3068\u3044\u3063\u305f\u7279\u6709\u306e\u5de5\u7a0b\u304c\u542b\u307e\u308c\u308b\u70b9\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002\u5404\u30d5\u30a7\u30fc\u30ba\u3092\u78ba\u5b9f\u306b\u8e0f\u3080\u3053\u3068\u3067\u3001\u624b\u623b\u308a\u3092\u9632\u304e\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u6cbf\u3063\u305f\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u8981\u4ef6\u5b9a\u7fa9\u30fb\u4f01\u753b\u30d5\u30a7\u30fc\u30ba\u3001\u8a2d\u8a08\u30fb\u958b\u767a\u30d5\u30a7\u30fc\u30ba\u3001\u30c6\u30b9\u30c8\u30fb\u30ea\u30ea\u30fc\u30b9\u30d5\u30a7\u30fc\u30ba\u306e\u4e09\u6bb5\u968e\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"yoken-kikaku\" class=\"wp-block-heading\"><strong><strong><strong>\u8981\u4ef6\u5b9a\u7fa9\u30fb\u4f01\u753b\u30d5\u30a7\u30fc\u30ba<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u300c\u4f55\u3092\u4e88\u6e2c\u3057\u305f\u3044\u306e\u304b\u300d\u300c\u4e88\u6e2c\u7d50\u679c\u3092\u3069\u306e\u3088\u3046\u306b\u696d\u52d9\u306b\u6d3b\u7528\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u76ee\u7684\u306e\u660e\u78ba\u5316\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u7fcc\u6708\u306e\u5546\u54c1\u9700\u8981\u3092\u54c1\u76ee\u5225\u306b\u4e88\u6e2c\u3057\u305f\u3044\u300d\u300c\u8a2d\u5099\u306e\u6545\u969c\u30922\u9031\u9593\u524d\u306b\u691c\u77e5\u3057\u305f\u3044\u300d\u306a\u3069\u3001\u5177\u4f53\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3068\u4e88\u6e2c\u306e\u5bfe\u8c61\u30fb\u7cbe\u5ea6\u76ee\u6a19\u30fb\u6d3b\u7528\u30b7\u30ca\u30ea\u30aa\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306e\u3042\u3044\u307e\u3044\u3055\u304c\u5f8c\u5de5\u7a0b\u3067\u306e\u624b\u623b\u308a\u306e\u6700\u5927\u306e\u539f\u56e0\u3068\u306a\u308b\u305f\u3081\u3001\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u3068IT\u90e8\u9580\u304c\u5bc6\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u68da\u5378\u3057\u3092\u884c\u3044\u307e\u3059\u3002\u4e88\u6e2c\u306b\u5fc5\u8981\u306a\u7279\u5fb4\u91cf\uff08\u8aac\u660e\u5909\u6570\uff09\u3068\u3057\u3066\u4f55\u304c\u4f7f\u3048\u308b\u306e\u304b\u3001\u30c7\u30fc\u30bf\u306f\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u8abf\u9054\u304c\u5fc5\u8981\u306a\u306e\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u91cf\u30fb\u54c1\u8cea\u30fb\u53d6\u5f97\u983b\u5ea6\u306e\u78ba\u8a8d\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u4e00\u822c\u7684\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u306f\u6700\u4f4e\u3067\u3082\u6570\u5343\u4ef6\u4ee5\u4e0a\u306e\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u904e\u53bb2\u301c3\u5e74\u5206\u306e\u30d2\u30b9\u30c8\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u304c\u78ba\u4fdd\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u7d71\u8a08\u7684\u624b\u6cd5\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u3084\u696d\u754c\u898f\u5236\u306e\u89b3\u70b9\u304b\u3089\u3001\u4f7f\u7528\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u78ba\u8a8d\u3082\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u3067\u884c\u3063\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"design-dev\" class=\"wp-block-heading\"><strong><strong><strong>\u8a2d\u8a08\u30fb\u958b\u767a\u30d5\u30a7\u30fc\u30ba<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a2d\u8a08\u30fb\u958b\u767a\u30d5\u30a7\u30fc\u30ba\u306f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u8a55\u4fa1\u3001\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8a2d\u8a08\u3068\u3044\u3046\u4e09\u3064\u306e\u8ef8\u3067\u9032\u307f\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306f\u3001\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3067\u304d\u308b\u5f62\u306b\u6574\u3048\u308b\u5de5\u7a0b\u3067\u3059\u3002\u6b20\u640d\u5024\u306e\u88dc\u5b8c\u3001\u5916\u308c\u5024\u306e\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u898f\u5316\u30fb\u6a19\u6e96\u5316\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3069\u3092\u884c\u3044\u307e\u3059\u3002\u5b9f\u52d9\u3067\u306f\u3001\u3053\u306e\u524d\u51e6\u7406\u306b\u958b\u767a\u5168\u4f53\u306e30\u301c50%\u306e\u5de5\u6570\u304c\u304b\u304b\u308b\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u304c\u4e88\u6e2c\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u3053\u3053\u306b\u5341\u5206\u306a\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u6295\u5165\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3067\u9078\u5b9a\u3057\u305f\u624b\u6cd5\u3092\u30d9\u30fc\u30b9\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002PoC\u3067\u306f\u8907\u6570\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6bd4\u8f03\u3057\u3001\u7cbe\u5ea6\u6307\u6a19\uff08RMSE\u3001MAE\u3001Accuracy\u306a\u3069\uff09\u3092\u57fa\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306e\u7cbe\u5ea6\u304c\u8981\u4ef6\u3092\u6e80\u305f\u3055\u306a\u3044\u5834\u5408\u306f\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u898b\u76f4\u3057\u3084\u8ffd\u52a0\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304c\u78ba\u5b9a\u3057\u305f\u3089\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30d0\u30c3\u30c1\u51e6\u7406\uff08\u5b9a\u671f\u5b9f\u884c\uff09\u304b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u304b\u3092\u9078\u629e\u3057\u3001API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3001\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\uff08AWS SageMaker\u3001Google Cloud Vertex AI\u3001Azure Machine Learning\u7b49\uff09\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a2d\u8a08\u3092\u884c\u3044\u307e\u3059\u3002\u65e2\u5b58\u306e\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3084\u696d\u52d9\u30c4\u30fc\u30eb\u3068\u306e\u30c7\u30fc\u30bf\u9023\u643a\u65b9\u6cd5\u3082\u3001\u3053\u306e\u6bb5\u968e\u3067\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"test-release\" class=\"wp-block-heading\"><strong><strong><strong>\u30c6\u30b9\u30c8\u30fb\u30ea\u30ea\u30fc\u30b9\u30d5\u30a7\u30fc\u30ba<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30b9\u30c8\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306e\u52d5\u4f5c\u78ba\u8a8d\u3068\u4e88\u6e2c\u7cbe\u5ea6\u306e\u691c\u8a3c\u3092\u4e26\u884c\u3057\u3066\u884c\u3044\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u9762\u3067\u306f\u5358\u4f53\u30c6\u30b9\u30c8\u30fb\u7d50\u5408\u30c6\u30b9\u30c8\u30fb\u8ca0\u8377\u30c6\u30b9\u30c8\u3092\u5b9f\u65bd\u3057\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5b89\u5b9a\u6027\u3084\u63a8\u8ad6API\u306e\u5fdc\u7b54\u6642\u9593\u304c\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4e88\u6e2c\u7cbe\u5ea6\u306e\u691c\u8a3c\u3067\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u306f\u5225\u306b\u4fdd\u6301\u3057\u3066\u3044\u305f\u300c\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u300d\u3084\u5b9f\u969b\u306e\u76f4\u8fd1\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u672c\u756a\u60f3\u5b9a\u306b\u8fd1\u3044\u6761\u4ef6\u3067\u306e\u7cbe\u5ea6\u8a55\u4fa1\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u904b\u7528\u8a2d\u8a08\u3082\u4e8b\u524d\u306b\u56fa\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4e88\u6e2c\u30e2\u30c7\u30eb\u306f\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u7cbe\u5ea6\u304c\u52a3\u5316\u3059\u308b\u300c\u30e2\u30c7\u30eb\u30c9\u30ea\u30d5\u30c8\u300d\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u5b9a\u671f\u7684\u306a\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u3068\u8a55\u4fa1\u306e\u30b5\u30a4\u30af\u30eb\u3092\u4ed5\u7d44\u307f\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u4e88\u6e2c\u7d50\u679c\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5229\u7528\u8005\u5411\u3051\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u3001\u30b7\u30b9\u30c6\u30e0\u62c5\u5f53\u8005\u5411\u3051\u306e\u904b\u7528\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u6574\u5099\u3082\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30ea\u30ea\u30fc\u30b9\u306b\u5411\u3051\u3066\u6b20\u304b\u305b\u306a\u3044\u6e96\u5099\u3068\u306a\u308a\u307e\u3059\u3002\u6bb5\u968e\u7684\u306a\u30ea\u30ea\u30fc\u30b9\uff08\u30ab\u30ca\u30ea\u30a2\u30ea\u30ea\u30fc\u30b9\u3084A\/B\u30c6\u30b9\u30c8\uff09\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5168\u9762\u5c55\u958b\u524d\u306b\u672c\u756a\u74b0\u5883\u3067\u306e\u52d5\u4f5c\u3092\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"cost\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong>\n<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" data-attachment-id=\"65\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/24511883-1\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1.jpg\" data-orig-size=\"1600,1200\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"24511883 (1)\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1-1024x768.jpg\" class=\"wp-image-65\" style=\"width: 640px;\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1.jpg\" alt=\"\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u8cbb\u7528\u76f8\u5834\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1.jpg 1600w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1-300x225.jpg 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1-1024x768.jpg 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1-768x576.jpg 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u8cbb\u7528\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u898f\u6a21\u3084\u8907\u96d1\u3055\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4e88\u6e2c\u7cbe\u5ea6\u306e\u8981\u6c42\u6c34\u6e96\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u5c0f\u898f\u6a21\u306aPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u304b\u3089\u672c\u683c\u7684\u306a\u5168\u793e\u5c55\u958b\u307e\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30d5\u30a7\u30fc\u30ba\u3084\u7bc4\u56f2\u306b\u5fdc\u3058\u3066\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u4eba\u4ef6\u8cbb\u30fb\u5de5\u6570\u306e\u89b3\u70b9\u3068\u3001\u521d\u671f\u8cbb\u7528\u4ee5\u5916\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u4e8c\u3064\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"cost-labor\" class=\"wp-block-heading\"><strong><strong><strong>\u4eba\u4ef6\u8cbb\u3068\u5de5\u6570<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306a\u3069\u3001\u8907\u6570\u306e\u5c02\u9580\u8077\u304c\u95a2\u308f\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u5358\u4fa1\u3092\u6708\u5358\u4fa1\u30d9\u30fc\u30b9\u3067\u898b\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067100\u4e07\u301c150\u4e07\u5186\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306780\u4e07\u301c130\u4e07\u5186\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u306770\u4e07\u301c120\u4e07\u5186\u304c\u4e00\u822c\u7684\u306a\u76f8\u5834\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21\u5225\u306e\u6982\u7b97\u8cbb\u7528\u3068\u3057\u3066\u306f\u3001PoC\u6bb5\u968e\uff08\u5358\u4e00\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u8a66\u4f5c\u3057\u7cbe\u5ea6\u3092\u691c\u8a3c\u3059\u308b\u30d5\u30a7\u30fc\u30ba\uff09\u3067300\u4e07\u301c800\u4e07\u5186\u3001\u4e2d\u898f\u6a21\u306e\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\uff08\u8907\u6570\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u8fbc\u307f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3059\u308b\u30d5\u30a7\u30fc\u30ba\uff09\u30671,000\u4e07\u301c3,000\u4e07\u5186\u3001\u5168\u793e\u7684\u306a\u5927\u898f\u6a21\u5c55\u958b\uff08\u8907\u6570\u90e8\u9580\u30fb\u62e0\u70b9\u3078\u306e\u5c55\u958b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u57fa\u76e4\u306e\u6574\u5099\u3092\u542b\u3080\uff09\u3067\u306f3,000\u4e07\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u958b\u767a\u671f\u9593\u306fPoC\u6bb5\u968e\u30672\u301c4\u304b\u6708\u3001\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30676\u304b\u6708\u301c1\u5e74\u534a\u7a0b\u5ea6\u304c\u76ee\u5b89\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"running-cost\" class=\"wp-block-heading\"><strong><strong><strong>\u521d\u671f\u8cbb\u7528\u4ee5\u5916\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u5f8c\u306b\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3059\u308b\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3068\u3057\u3066\u3001\u307e\u305a\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u306e\u5229\u7528\u6599\u304c\u3042\u308a\u307e\u3059\u3002AWS\u3001Google Cloud\u3001Azure\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u51e6\u7406\u3084\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u5fdc\u3058\u305f\u8cbb\u7528\u304c\u6bce\u6708\u767a\u751f\u3057\u307e\u3059\u3002\u5c0f\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u6708\u984d5\u4e07\u301c20\u4e07\u5186\u3001\u5927\u898f\u6a21\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u6708\u984d50\u4e07\u301c200\u4e07\u5186\u3092\u8d85\u3048\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u30e2\u30c7\u30eb\u306e\u4fdd\u5b88\u30fb\u518d\u5b66\u7fd2\u8cbb\u7528\u304c\u3042\u308a\u307e\u3059\u3002\u524d\u8ff0\u306e\u3068\u304a\u308a\u4e88\u6e2c\u30e2\u30c7\u30eb\u306f\u5b9a\u671f\u7684\u306a\u518d\u5b66\u7fd2\u304c\u5fc5\u8981\u306a\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u4fdd\u5b88\u696d\u52d9\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u5185\u88fd\u30c1\u30fc\u30e0\u304c\u3042\u308b\u5834\u5408\u306f\u4eba\u4ef6\u8cbb\u3001\u5916\u90e8\u59d4\u8a17\u306e\u5834\u5408\u306f\u6708\u984d10\u4e07\u301c50\u4e07\u5186\u7a0b\u5ea6\u306e\u4fdd\u5b88\u5951\u7d04\u8cbb\u7528\u304c\u5fc5\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u4e88\u6e2c\u7cbe\u5ea6\u306e\u76e3\u8996\u30c4\u30fc\u30eb\uff08MLflow\u3001Weights &amp; Biases\u306a\u3069\uff09\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3084\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406\u30c4\u30fc\u30eb\u306e\u5229\u7528\u6599\u3082\u898b\u8fbc\u3093\u3067\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u521d\u671f\u958b\u767a\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u30013\u301c5\u5e74\u9593\u306e\u30c8\u30fc\u30bf\u30eb\u30b3\u30b9\u30c8\uff08TCO\uff09\u3067\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3001\u8ce2\u660e\u306a\u6295\u8cc7\u5224\u65ad\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"mitsumori-points\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u969b\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\n<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" data-attachment-id=\"93\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/2096426\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\" data-orig-size=\"660,495\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"2096426\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\" class=\"wp-image-93\" style=\"width: 640px;\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\" alt=\"\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u898b\u7a4d\u3082\u308a\u30dd\u30a4\u30f3\u30c8\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg 660w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426-300x225.jpg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u5916\u90e8\u306b\u59d4\u8a17\u3059\u308b\u969b\u3001\u9069\u5207\u306a\u898b\u7a4d\u3082\u308a\u3092\u53d6\u5f97\u3057\u3001\u512a\u826f\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u9078\u5b9a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8cbb\u7528\u306e\u59a5\u5f53\u6027\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4f9d\u983c\u3059\u308b\u5074\u3082\u958b\u767a\u5185\u5bb9\u306b\u3064\u3044\u3066\u306e\u57fa\u672c\u7684\u306a\u77e5\u8b58\u3092\u6301\u3063\u3066\u304a\u304f\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"requirements-doc\" class=\"wp-block-heading\"><strong><strong><strong>\u8981\u4ef6\u660e\u78ba\u5316\u3068\u4ed5\u69d8\u66f8\u306e\u6e96\u5099<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u898b\u7a4d\u3082\u308a\u3092\u4f9d\u983c\u3059\u308b\u524d\u306b\u3001\u793e\u5185\u3067\u8981\u4ef6\u3092\u53ef\u80fd\u306a\u9650\u308a\u660e\u78ba\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u898b\u7a4d\u3082\u308a\u3092\u5f97\u308b\u305f\u3081\u306e\u7b2c\u4e00\u6b69\u3067\u3059\u3002\u300c\u4f55\u3092\u4e88\u6e2c\u3057\u305f\u3044\u306e\u304b\uff08\u4e88\u6e2c\u5bfe\u8c61\u30fb\u671f\u9593\u30fb\u7c92\u5ea6\uff09\u300d\u300c\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306f\u4f55\u304b\uff08\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u30fb\u4ef6\u6570\u30fb\u66f4\u65b0\u983b\u5ea6\uff09\u300d\u300c\u4e88\u6e2c\u7d50\u679c\u3092\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u304b\u300d\u300c\u6c42\u3081\u308b\u4e88\u6e2c\u7cbe\u5ea6\u306e\u6c34\u6e96\u306f\u3069\u306e\u7a0b\u5ea6\u304b\u300d\u3068\u3044\u3046\u56db\u70b9\u3092\u6574\u7406\u3057\u305f\u8981\u4ef6\u5b9a\u7fa9\u66f8\u3092\u6e96\u5099\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6642\u306b\u6761\u4ef6\u3092\u7d71\u4e00\u3067\u304d\u3001\u898b\u7a4d\u3082\u308a\u6bd4\u8f03\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u958b\u793a\u3067\u304d\u308b\u5834\u5408\u306f\u3001NDA\u3092\u7de0\u7d50\u3057\u305f\u3046\u3048\u3067\u958b\u767a\u4f1a\u793e\u306b\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u5b9f\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u30fb\u524d\u51e6\u7406\u306e\u96e3\u6613\u5ea6\u30fb\u7279\u5fb4\u91cf\u3068\u3057\u3066\u4f7f\u3048\u308b\u5909\u6570\u306e\u6570\u306a\u3069\u3092\u5177\u4f53\u7684\u306b\u8a55\u4fa1\u3067\u304d\u3001\u3088\u308a\u6b63\u78ba\u306a\u898b\u7a4d\u3082\u308a\u304c\u63d0\u793a\u3055\u308c\u307e\u3059\u3002\u9006\u306b\u3001\u8981\u4ef6\u304c\u3042\u3044\u307e\u3044\u306a\u72b6\u614b\u3067\u306e\u898b\u7a4d\u3082\u308a\u306f\u3001\u5f8c\u304b\u3089\u30b9\u30b3\u30fc\u30d7\u304c\u62e1\u5927\u3057\u3066\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308b\u305f\u3081\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"multi-vendor\" class=\"wp-block-heading\"><strong><strong><strong>\u8907\u6570\u793e\u6bd4\u8f03\u3068\u767a\u6ce8\u5148\u306e\u9078\u3073\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u4f1a\u793e\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u6700\u4f4e\u3067\u30823\u793e\u4ee5\u4e0a\u304b\u3089\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u8cbb\u7528\u306e\u5e45\u3060\u3051\u3067\u306a\u304f\u3001\u63d0\u6848\u5185\u5bb9\u30fb\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1\u30fb\u958b\u767a\u4f53\u5236\u30fb\u4fdd\u5b88\u65b9\u91dd\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306b\u6700\u9069\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5358\u306b\u300c\u5b89\u3044\u300d\u3068\u3044\u3046\u7406\u7531\u3060\u3051\u3067\u9078\u3076\u3068\u3001\u54c1\u8cea\u3084\u7cbe\u5ea6\u306e\u9762\u3067\u5f8c\u6094\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u305f\u3081\u3001\u7dcf\u5408\u7684\u306a\u8a55\u4fa1\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-ff3ae04c wp-block-group-is-layout-constrained\" style=\"border-radius: 2px; border-left-color: #0693e3; border-left-width: 4px; padding: var(--wp--preset--spacing--40);\">\n<h3 id=\"risk-measures\" class=\"wp-block-heading\"><strong><strong><strong>\u6ce8\u610f\u3059\u3079\u304d\u30ea\u30b9\u30af\u3068\u5bfe\u7b56<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n<p 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id=\"matome\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" data-attachment-id=\"52\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/22920360\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360.jpg\" data-orig-size=\"1600,1200\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"22920360\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360-1024x768.jpg\" class=\"wp-image-52\" style=\"width: 640px;\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360.jpg\" alt=\"\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u307e\u3068\u3081\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360.jpg 1600w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360-300x225.jpg 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360-1024x768.jpg 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360-768x576.jpg 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5168\u4f53\u50cf\u304b\u3089\u9032\u3081\u65b9\u3001\u8cbb\u7528\u76f8\u5834\u3001\u898b\u7a4d\u3082\u308a\u306e\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u7af6\u4e89\u512a\u4f4d\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u624b\u6bb5\u3067\u3059\u304c\u3001\u6210\u529f\u306e\u30ab\u30ae\u306f\u76ee\u7684\u306e\u660e\u78ba\u5316\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u4fdd\u3001\u305d\u3057\u3066\u4fe1\u983c\u3067\u304d\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u9078\u5b9a\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u4ef6\u5b9a\u7fa9\u30d5\u30a7\u30fc\u30ba\u3067\u306e\u4e01\u5be7\u306a\u6e96\u5099\u3001PoC\u5148\u884c\u578b\u306e\u9032\u3081\u65b9\u306b\u3088\u308b\u30ea\u30b9\u30af\u4f4e\u6e1b\u3001\u8907\u6570\u793e\u304b\u3089\u306e\u898b\u7a4d\u3082\u308a\u6bd4\u8f03\u306b\u3088\u308b\u9069\u6b63\u306a\u767a\u6ce8\u3001\u305d\u3057\u3066\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u307e\u3067\u3092\u898b\u636e\u3048\u305f\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u628a\u63e1\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u306f\u3001\u672c\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3001\u307e\u305a\u306f\u793e\u5185\u306e\u8ab2\u984c\u3068\u30c7\u30fc\u30bf\u306e\u68da\u5378\u3057\u304b\u3089\u53d6\u308a\u7d44\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ripla\u3067\u306f\u3001\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u8a2d\u8a08\u30fb\u958b\u767a\u30fb\u904b\u7528\u4fdd\u5b88\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3057\u3066\u304a\u308a\u3001\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u306b\u3064\u3044\u3066\u306e\u3054\u76f8\u8ac7\u3092\u968f\u6642\u53d7\u3051\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002PoC\u6bb5\u968e\u304b\u3089\u672c\u756a\u5c55\u958b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b9a\u7740\u652f\u63f4\u307e\u3067\u3001\u8cb4\u793e\u306e\u8ab2\u984c\u306b\u5408\u308f\u305b\u305f\u6700\u9069\u306a\u30d7\u30e9\u30f3\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\u306e\u3067\u3001\u307e\u305a\u306f\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b<br><a href=\"https:\/\/www.ripla.co.jp\/blog\/system\/predictive-analytics-system-complete-guide\/\" title=\"\">\u30fb\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-898606d5 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u7d0d\u54c1\u30fb\u63d0\u4f9b\u3092\u76ee\u7684\u3068\u305b\u305a\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u76ee\u7dda\u3067\u3001\u4e8b\u696d\u6210\u679c\u306e\u9054\u6210\u3092\u30b4\u30fc\u30eb\u3068\u3057\u3066\u3001\u9ad8\u54c1\u8cea\u306aDX\/\u958b\u767a\u652f\u63f4\u3092\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"359\" data-attachment-id=\"18461\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/product\/cross-platform-development-guide\/attachment\/%e3%82%b9%e3%82%af%e3%83%aa%e3%83%bc%e3%83%b3%e3%82%b7%e3%83%a7%e3%83%83%e3%83%88-2026-07-08-150644\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644.png\" data-orig-size=\"1312,460\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2026-07-08 150644\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-1024x359.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-1024x359.png\" alt=\"\" class=\"wp-image-18461\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-1024x359.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-300x105.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-768x269.png 768w, 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srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-300x108.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-768x276.png 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340.png 1325w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-left 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title=\"\">\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><br><a href=\"https:\/\/www.ripla.co.jp\/inquiries\" title=\"\">\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><br><a href=\"https:\/\/www.ripla.co.jp\/whitepaper\" title=\"\">\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a href=\"https:\/\/www.ripla.co.jp\/whitepaper\"><img loading=\"lazy\" decoding=\"async\" width=\"967\" height=\"573\" data-attachment-id=\"4184\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/?attachment_id=4184\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" data-orig-size=\"967,573\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2026-02-27 145451\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" alt=\"\" class=\"wp-image-4184\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png 967w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451-300x178.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451-768x455.png 768w\" sizes=\"auto, (max-width: 967px) 100vw, 967px\" \/><\/a><\/figure>\n\n\n<div style=\"border:1px solid #d9e2ec; border-radius:12px; padding:24px; background:#f8fbff; margin:32px 0;\">\n<div style=\"font-size:22px; font-weight:bold; margin-bottom:20px; color:#1a1a1a;\">\n    \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n  <\/div>\n<div style=\"display:flex; align-items:flex-start; gap:20px; flex-wrap:wrap;\">\n<div style=\"flex:0 0 120px;\">\n      <img decoding=\"async\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/03\/\u30d7\u30ed\u30d5\u753b\u50cf.png\" alt=\"\u5f35\u7530\u8c37\u51cc\u592e\" style=\"width:120px; height:120px; object-fit:cover; border-radius:50%; display:block;\">\n    <\/div>\n<div style=\"flex:1; min-width:240px;\">\n<div style=\"font-size:20px; font-weight:bold; margin-bottom:12px; color:#1a1a1a;\">\n        \u5f35\u7530\u8c37\u51cc\u592e\n      <\/div>\n<p style=\"margin:0; line-height:1.9; color:#333333; font-size:15px;\">\n        \u682a\u5f0f\u4f1a\u793eripla 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