{"id":17748,"date":"2026-07-12T20:40:15","date_gmt":"2026-07-12T11:40:15","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/?p=17748"},"modified":"2026-10-20T20:06:15","modified_gmt":"2026-10-20T11:06:15","slug":"data-lake-construction-maintenance-running-cost","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/data\/data-lake-construction-maintenance-running-cost\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\/\u958b\u767a\u306e\u4fdd\u5b88\u30fb\u904b\u7528\u8cbb\u7528\u30fb\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 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class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u898f\u6a21\u306b\u3088\u3063\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u7dad\u6301\u8cbb\u3068\u5fc5\u8981\u306a\u904b\u7528\u4f53\u5236\u306e\u76ee\u5b89\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u5c0f\u898f\u6a21<\/strong>\uff1a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c1\u3064\u3067\u5206\u6790\u3082\u9650\u5b9a\u7684\u306a\u5834\u5408\u3001\u30b7\u30b9\u30c6\u30e0\u7dad\u6301\u8cbb\u306f\u6708\u984d\u6570\u4e07\u5186\u301c\u5341\u6570\u4e07\u5186\u7a0b\u5ea6\u3067\u3059\u3002<\/li>\n<li><strong>\u4e2d\u898f\u6a21<\/strong>\uff1a\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6271\u3044\u3001\u30be\u30fc\u30f3\u8a2d\u8a08\u3092\u542b\u3080\u5834\u5408\u3001\u30b7\u30b9\u30c6\u30e0\u7dad\u6301\u8cbb\u306f\u6708\u984d\u5341\u6570\u4e07\u5186\u301c\u6570\u5341\u4e07\u5186\u3067\u3059\u3002<\/li>\n<li><strong>\u5927\u898f\u6a21<\/strong>\uff1a\u5168\u793e\u57fa\u76e4\u3084AI\u524d\u51e6\u7406\u3092\u542b\u3080\u5834\u5408\u3001\u30b7\u30b9\u30c6\u30e0\u7dad\u6301\u8cbb\u306f\u6708\u984d\u6570\u5341\u4e07\u5186\u301c\u6570\u767e\u4e07\u5186\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5c0f\u898f\u6a21\u3067\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u304c\u5b89\u304f\u3001\u5206\u6790\u3082\u9650\u3089\u308c\u308b\u305f\u3081\u3001\u4f4e\u30b3\u30b9\u30c8\u306e\u5229\u70b9\u3092\u5f97\u3089\u308c\u307e\u3059\u3002\u4e2d\u898f\u6a21\u306b\u306a\u308b\u3068\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u8cbb\u3068\u3057\u3066\u521d\u671f\u958b\u767a\u8cbb\u306e5\u301c15%\u304c\u52a0\u308f\u308a\u3001\u6708\u984d\u6570\u5341\u4e07\u5186\u898f\u6a21\u306b\u306a\u308a\u307e\u3059\u3002\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u306e\u5229\u7528\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u30af\u30a8\u30ea\u8ab2\u91d1\u3082\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5927\u898f\u6a21\u3067\u306f\u3001\u30ab\u30bf\u30ed\u30b0\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3001\u5c02\u4efb\u4eba\u6750\u3092\u542b\u3081\u308b\u3068\u3001\u6708\u984d50\u4e07\u301c200\u4e07\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u8cbb\u7528\u5e45\u3092\u898b\u7a4d\u3082\u308b\u969b\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u3084\u5206\u6790\u983b\u5ea6\u3001\u6d3b\u7528\u306e\u6df1\u3055\u3092\u5148\u306b\u898b\u901a\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5b89\u304f\u6e9c\u3081\u3089\u308c\u308b\u304b\u3089\u3068\u3044\u3063\u3066\u30c7\u30fc\u30bf\u3092\u5897\u3084\u3057\u7d9a\u3051\u308b\u3068\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u3068\u5206\u6790\u8cbb\u306e\u4e21\u65b9\u304c\u81a8\u3089\u307f\u307e\u3059\u3002<\/p>\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u4e88\u7b97\u306b\u4e0a\u9650\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u521d\u671f\u8cbb\u3068\u6708\u984d\u306e\u7dcf\u984d\u3092\u5148\u306b\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u305f\u3068\u304d\u306e\u4e0a\u632f\u308c\u5206\u3092\u5225\u67a0\u3067\u898b\u8fbc\u3093\u3067\u304a\u304f\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"datalake-cost-breakdown\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u8cbb\u7528\u69cb\u9020\u306e\u5185\u8a33<\/strong>\n<\/h2>\n\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"165776\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-1-4ea2f43ff7fe\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe.webp\" data-orig-size=\"1672,941\" 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=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u69cb\u6210\u3059\u308b\u4e3b\u306a\u8cbb\u76ee\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u5229\u7528\u6599\u3068\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\u3092\u5206\u3051\u3066\u898b\u308b\u3068\u3001\u8cbb\u7528\u306e\u6027\u8cea\u3092\u6574\u7406\u3067\u304d\u307e\u3059\u3002&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe.webp\" alt=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u3001\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u8cbb\u3001\u30c4\u30fc\u30eb\u8cbb\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\u306b\u5206\u3051\u305f\u56f3\" title=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u69cb\u6210\u3059\u308b\u4e3b\u306a\u8cbb\u76ee\" class=\"wp-image-165776\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-1-4ea2f43ff7fe-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u5229\u7528\u6599\u3068\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\u3092\u5206\u3051\u3066\u898b\u308b\u3068\u3001\u8cbb\u7528\u306e\u6027\u8cea\u3092\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u8cbb\u7528\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u3001\u30ab\u30bf\u30ed\u30b0\u30fb\u30c4\u30fc\u30eb\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\u306b\u5206\u3051\u3066\u6349\u3048\u3089\u308c\u307e\u3059\u3002\u8cbb\u76ee\u3054\u3068\u306e\u5897\u6e1b\u8981\u56e0\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u3001\u3069\u3053\u3092\u898b\u76f4\u305b\u3070\u3088\u3044\u304b\u3001\u3064\u307e\u308a\u6700\u9069\u5316\u306e\u6253\u3061\u624b\u304c\u898b\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3067\u306f\u3001\u3053\u306e\u8cbb\u76ee\u306e\u5206\u3051\u65b9\u304c\u305d\u306e\u307e\u307e\u7ba1\u7406\u306e\u5358\u4f4d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"cost-storage-engine\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u30fb\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u8cbb\u30fb\u30c4\u30fc\u30eb\u8cbb<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u898b\u7a4d\u3082\u308a\u3067\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u3092\u5225\u3005\u306b\u898b\u307e\u3059\u3002\u30c7\u30fc\u30bf\u8ee2\u9001\u3084\u7ba1\u7406\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u3082\u3001\u540c\u3058\u3088\u3046\u306b\u5206\u3051\u3066\u6349\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb<\/strong>\uff1a\u5bb9\u91cf\u8ab2\u91d1\u306b\u52a0\u3048\u3001\u8aad\u307f\u66f8\u304d\u3084API\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u3082\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u8cbb<\/strong>\uff1a\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u30af\u30a8\u30ea\u5b9f\u884c\u306b\u4f7f\u3046\u30a8\u30f3\u30b8\u30f3\u306e\u5229\u7528\u6599\u3067\u3059\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u8ee2\u9001\u6599<\/strong>\uff1a\u30af\u30e9\u30a6\u30c9\u9593\u3084\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u3067\u30c7\u30fc\u30bf\u3092\u79fb\u52d5\u3059\u308b\u3068\u304d\u306b\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30c4\u30fc\u30eb\u8cbb<\/strong>\uff1a\u30ab\u30bf\u30ed\u30b0\u3084\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u54c1\u8cea\u76e3\u8996\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u6a5f\u80fd\u306e\u5229\u7528\u6599\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u5358\u4fa1\u306f\u5b89\u304f\u3066\u3082\u3001\u751f\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u91cf\u304c\u5897\u3048\u308b\u307b\u3069\u8cbb\u7528\u306f\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4fdd\u6301\u3059\u308b\u671f\u9593\u3068\u91cf\u3092\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u3053\u306e\u8cbb\u7528\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30af\u30bb\u30b9\u983b\u5ea6\u306b\u5fdc\u3058\u3066\u30af\u30e9\u30b9\u3092\u4f7f\u3044\u5206\u3051\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u3092\u5b89\u4fa1\u306a\u968e\u5c64\u3078\u81ea\u52d5\u3067\u79fb\u3059\u8a2d\u5b9a\u306b\u3059\u308b\u3068\u3001\u4fdd\u5b58\u8cbb\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">Amazon Athena\u3084Google BigQuery\u306e\u3088\u3046\u306a\u5f93\u91cf\u8ab2\u91d1\u578b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30c7\u30fc\u30bf\u91cf\u306b\u5fdc\u3058\u3066\u6599\u91d1\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u975e\u52b9\u7387\u306a\u30af\u30a8\u30ea\u3084\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u983b\u7e41\u306a\u8aad\u307f\u8fbc\u307f\u306f\u3001\u60f3\u5b9a\u3092\u8d85\u3048\u308b\u8acb\u6c42\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u8ee2\u9001\u8cbb\u3092\u6291\u3048\u308b\u306b\u306f\u3001\u8a2d\u8a08\u306e\u6bb5\u968e\u304b\u3089\u30c7\u30fc\u30bf\u306e\u79fb\u52d5\u305d\u306e\u3082\u306e\u3092\u6e1b\u3089\u3059\u5de5\u592b\u304c\u5fc5\u8981\u3067\u3059\u3002\u7ba1\u7406\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u4f7f\u3048\u308b\u72b6\u614b\u306b\u4fdd\u3064\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6a5f\u80fd\u3092\u5897\u3084\u3059\u307b\u3069\u8cbb\u7528\u3082\u5897\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u3057\u305f\u304c\u3063\u3066\u3001\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u3067\u3001\u30c7\u30fc\u30bf\u91cf\u3068\u5206\u6790\u983b\u5ea6\u3001\u5fc5\u8981\u306a\u7ba1\u7406\u6a5f\u80fd\u3092\u898b\u901a\u3057\u3066\u4e88\u7b97\u3092\u7acb\u3066\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"cost-maintenance-labor\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u4fdd\u5b88\u30fb\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\uff08\u521d\u671f\u8cbb\u306e5\u301c15%\uff09<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30ea\u30ea\u30fc\u30b9\u5f8c\u3082\u57fa\u76e4\u3092\u624b\u5165\u308c\u3057\u7d9a\u3051\u308b\u305f\u3081\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u306b\u306f\u4eba\u7684\u306a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u30c7\u30fc\u30bf\u7ba1\u7406<\/strong>\uff1a\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u8ffd\u52a0\u3001\u30ab\u30bf\u30ed\u30b0\u6574\u5099\u3001\u30be\u30fc\u30f3\u69cb\u6210\u306e\u898b\u76f4\u3057\u3092\u62c5\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u54c1\u8cea\u3068\u63a5\u7d9a<\/strong>\uff1a\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u8a8d\u3084\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u3068\u306e\u63a5\u7d9a\u306e\u4fdd\u5b88\u3067\u3059\u3002<\/li>\n<li><strong>\u6a29\u9650\u3068\u7d71\u5236<\/strong>\uff1a\u500b\u4eba\u60c5\u5831\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u3084\u6765\u6b74\u7ba1\u7406\u3092\u542b\u3081\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u904b\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6708\u984d\u306e\u76ee\u5b89\u306f\u521d\u671f\u958b\u767a\u8cbb\u306e5\u301c15%\u7a0b\u5ea6\u3067\u3059\u304c\u3001\u305d\u306e\u5e45\u306f\u3001\u53d6\u308a\u8fbc\u3080\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3068\u91cf\u3001\u6d3b\u7528\u306e\u6d3b\u767a\u3055\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u983b\u7e41\u306b\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u7d44\u7e54\u307b\u3069\u3001\u4e0a\u9650\u306b\u8fd1\u3065\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30c7\u30fc\u30bf\u3092\u6e9c\u3081\u308b\u3060\u3051\u306a\u3089\u4eba\u624b\u306f\u304b\u304b\u3089\u306a\u3044\u3001\u3068\u8003\u3048\u308b\u306e\u306f\u8aa4\u89e3\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u63a2\u305b\u3066\u4fe1\u983c\u3057\u3066\u4f7f\u3048\u308b\u72b6\u614b\u3092\u4fdd\u3064\u306b\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u6b20\u304b\u305b\u305a\u3001\u305d\u308c\u304c\u57fa\u76e4\u306e\u4fa1\u5024\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u904b\u7528\u3092\u6020\u308b\u3068\u3001\u6d3b\u7528\u3055\u308c\u306a\u3044\u307e\u307e\u8cbb\u7528\u3060\u3051\u304c\u304b\u304b\u308b\u300c\u30c7\u30fc\u30bf\u306e\u5893\u5834\u300d\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002\u4e88\u7b97\u306b\u306f\u3001\u57fa\u76e4\u306e\u4fdd\u5b88\u306b\u52a0\u3048\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406\u30fb\u30ab\u30bf\u30ed\u30b0\u5316\u3057\u3001\u73fe\u5834\u3067\u4f7f\u3048\u308b\u72b6\u614b\u3092\u4fdd\u3064\u5de5\u6570\u3082\u898b\u8fbc\u3093\u3067\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u5229\u7528\u6599\u306f\u4f7f\u3044\u65b9\u306b\u3088\u3063\u3066\u5897\u6e1b\u3057\u307e\u3059\u304c\u3001\u4eba\u4ef6\u8cbb\u306f\u56fa\u5b9a\u7684\u306b\u304b\u304b\u308a\u307e\u3059\u3002\u4e21\u8005\u3092\u5206\u3051\u3066\u898b\u308b\u3068\u3001\u524a\u308c\u308b\u8cbb\u76ee\u3068\u52d5\u304b\u3057\u306b\u304f\u3044\u8cbb\u76ee\u3092\u533a\u5225\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"datalake-cost-traits\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306a\u3089\u3067\u306f\u306e\u30b3\u30b9\u30c8\u306e\u7279\u5fb4<\/strong>\n<\/h2>\n\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"165777\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-2-6b9e0a7e868a\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a.webp\" data-orig-size=\"1672,941\" 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=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u56fa\u6709\u306e\u8cbb\u7528\u7279\u6027\u3068\u7ba1\u7406\u5bfe\u8c61\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u4fdd\u5b58\u8cbb\u306e\u5b89\u3055\u3060\u3051\u3067\u306f\u5168\u4f53\u306e\u8cbb\u7528\u3092\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a.webp\" alt=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u4e2d\u5fc3\u306b\u3001\u5b89\u4fa1\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u306e\u5229\u7528\u6599\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u5927\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u3092\u793a\u3057\u305f\u56f3\" title=\"\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u56fa\u6709\u306e\u8cbb\u7528\u7279\u6027\u3068\u7ba1\u7406\u5bfe\u8c61\" class=\"wp-image-165777\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-2-6b9e0a7e868a-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u4fdd\u5b58\u8cbb\u306e\u5b89\u3055\u3060\u3051\u3067\u306f\u5168\u4f53\u306e\u8cbb\u7528\u3092\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">DWH\u3084\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3068\u306f\u9055\u3046\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u56fa\u6709\u306e\u8cbb\u7528\u69cb\u9020\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u4e3b\u306a\u7279\u5fb4\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5b89\u304f\u3066\u3082\u5206\u6790\u306b\u8ab2\u91d1\u3055\u308c\u308b\u3053\u3068\u3068\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u3084\u3059\u3044\u3053\u3068\u3067\u3059\u3002\u3053\u306e2\u70b9\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u304c\u3001\u30b3\u30b9\u30c8\u3092\u5065\u5168\u306b\u4fdd\u3064\u9375\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"cheap-storage-query-cost\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u5b89\u3055\u3068\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u306e\u8ab2\u91d1<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u8cbb\u7528\u306f\u3001\u5b89\u4fa1\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u3001\u5225\u306b\u5fc5\u8981\u306b\u306a\u308b\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u306e\u5229\u7528\u6599\u306b\u5206\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u57fa\u76e4\u306e\u9055\u3044<\/strong>\uff1aDWH\u306f\u84c4\u7a4d\u3068\u5206\u6790\u304c\u4e00\u4f53\u3067\u3001\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\uff08Databricks\u306a\u3069\uff09\u306f\u4e21\u8005\u3092\u4e00\u3064\u306b\u7d71\u5408\u3057\u305f\u57fa\u76e4\u3067\u3059\u3002<\/li>\n<li><strong>\u5206\u6790\u65b9\u6cd5<\/strong>\uff1a\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u84c4\u7a4d\u306e\u5834\u6240\u3067\u3001\u5206\u6790\u306fAthena\u3084BigQuery\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u8ab2\u91d1\u306e\u4ed5\u7d44\u307f<\/strong>\uff1a\u5f93\u91cf\u8ab2\u91d1\u578b\u3067\u306f\u3001\u30af\u30a8\u30ea\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30c7\u30fc\u30bf\u91cf\u306b\u5fdc\u3058\u3066\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u81a8\u5f35\u30ea\u30b9\u30af<\/strong>\uff1a\u975e\u52b9\u7387\u306a\u30af\u30a8\u30ea\u3084\u7121\u5236\u9650\u306e\u81ea\u52d5\u66f4\u65b0\u306f\u3001\u8acb\u6c42\u3092\u62bc\u3057\u4e0a\u3052\u307e\u3059\u3002<\/li>\n<li><strong>\u6291\u5236\u7b56<\/strong>\uff1aParquet\u306e\u3088\u3046\u306a\u5217\u6307\u5411\u306e\u4fdd\u5b58\u5f62\u5f0f\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u8a2d\u8a08\u3001\u8cbb\u7528\u76e3\u8996\u3001\u30b9\u30ad\u30e3\u30f3\u91cf\u306e\u4e0a\u9650\u8a2d\u5b9a\u306a\u3069\u304c\u6709\u52b9\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5b89\u304f\u3066\u3082\u3001\u8cbb\u7528\u306e\u4e2d\u5fc3\u306f\u5206\u6790\u5074\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u6790\u306f\u4f7f\u3046\u305f\u3073\u306b\u8cbb\u7528\u304c\u7a4d\u307f\u4e0a\u304c\u308b\u305f\u3081\u3001\u5229\u7528\u304c\u5897\u3048\u308b\u307b\u3069\u8acb\u6c42\u984d\u3082\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u8aad\u307f\u8fbc\u3080\u7bc4\u56f2\u3092\u72ed\u3081\u308b\u5de5\u592b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u91cf\u305d\u306e\u3082\u306e\u3092\u6e1b\u3089\u3059\u305f\u3081\u3001\u5206\u6790\u8cbb\u306e\u6291\u5236\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u65e5\u4ed8\u3084\u30ab\u30c6\u30b4\u30ea\u3067\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3092\u5206\u3051\u3066\u304a\u3051\u3070\u3001\u5fc5\u8981\u306a\u7bc4\u56f2\u3060\u3051\u3092\u8aad\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u904b\u7528\u306e\u958b\u59cb\u6642\u70b9\u304b\u3089\u8cbb\u7528\u3092\u898b\u3066\u304a\u3051\u3070\u3001\u60f3\u5b9a\u5916\u306e\u8acb\u6c42\u306b\u3082\u65e9\u304f\u6c17\u3065\u3051\u307e\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u91cf\u306e\u4e0a\u9650\u3092\u6c7a\u3081\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u81ea\u52d5\u66f4\u65b0\u983b\u5ea6\u3082\u696d\u52d9\u4e0a\u5fc5\u8981\u306a\u7bc4\u56f2\u306b\u6291\u3048\u3066\u304a\u304f\u3068\u3001\u8acb\u6c42\u306e\u81a8\u3089\u307f\u3092\u9632\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"data-growth-lifecycle\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u5927\u3068\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u5b89\u304f\u6e9c\u3081\u3089\u308c\u308b\u3076\u3093\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u969b\u9650\u306a\u304f\u5897\u3048\u3084\u3059\u3044\u57fa\u76e4\u3067\u3059\u3002\u3060\u304b\u3089\u3053\u305d\u3001DWH\u3068\u306e\u9055\u3044\u3092\u8e0f\u307e\u3048\u3066\u3001\u4fdd\u6301\u3068\u524a\u9664\u306e\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u84c4\u7a4d\u306e\u9055\u3044<\/strong>\uff1aDWH\u306f\u6574\u5f62\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u304c\u4e2d\u5fc3\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u751f\u30c7\u30fc\u30bf\u3092\u4f55\u3067\u3082\u6e9c\u3081\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5897\u52a0\u306b\u3088\u308b\u8cbb\u7528<\/strong>\uff1a\u4f7f\u308f\u308c\u306a\u3044\u30c7\u30fc\u30bf\u3082\u6b8b\u308b\u305f\u3081\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u30fb\u30da\u30bf\u30d0\u30a4\u30c8\u7d1a\u306b\u306a\u308b\u3068\u4fdd\u5b58\u8cbb\u3068\u30b9\u30ad\u30e3\u30f3\u8cbb\u304c\u5897\u3048\u307e\u3059\u3002<\/li>\n<li><strong>\u968e\u5c64\u5316<\/strong>\uff1aAmazon S3\u306a\u3069\u3067\u306f\u3001\u3088\u304f\u4f7f\u3046\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306a\u6a19\u6e96\u968e\u5c64\u306b\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u3092\u5b89\u4fa1\u306a\u968e\u5c64\u306b\u81ea\u52d5\u3067\u79fb\u305b\u307e\u3059\u3002<\/li>\n<li><strong>\u4e0d\u8981\u30c7\u30fc\u30bf\u306e\u6d17\u3044\u51fa\u3057<\/strong>\uff1a\u6d3b\u7528\u306e\u898b\u8fbc\u307f\u304c\u306a\u3044\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u304b\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u300c\u6e9c\u3081\u308b\u306e\u306f\u7c21\u5358\u3001\u6368\u3066\u308b\u306e\u306f\u96e3\u3057\u3044\u300d\u72b6\u6cc1\u3067\u306f\u3001\u4f7f\u308f\u308c\u306a\u3044\u30c7\u30fc\u30bf\u304c\u6b8b\u308a\u7d9a\u3051\u304c\u3061\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u53d6\u308a\u8fbc\u307f\u304b\u3089\u4fdd\u6301\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u3001\u524a\u9664\u307e\u3067\u306e\u6d41\u308c\u3092\u8a2d\u8a08\u306e\u6bb5\u968e\u3067\u6c7a\u3081\u3066\u304a\u304f\u3068\u3001\u30c7\u30fc\u30bf\u5897\u52a0\u306b\u6b6f\u6b62\u3081\u3092\u304b\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u5206\u6790\u8cbb\u3092\u6291\u3048\u308b\u5bfe\u7b56\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u91cf\u304c\u591a\u3044\u30af\u30a8\u30ea\u3084\u66f4\u65b0\u983b\u5ea6\u306e\u9ad8\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304b\u3089\u512a\u5148\u3057\u3066\u624b\u3092\u4ed8\u3051\u308b\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"datalake-cost-inflation\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\">\n<strong>\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u81a8\u5f35\u3059\u308b\u8981\u56e0\u3068\u6291\u5236\u7b56<\/strong>\n<\/h2>\n\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"165778\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-3-587b53a60f52\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52.webp\" data-orig-size=\"1672,941\" 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=\"\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u904b\u7528\u7b56\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u8aad\u307f\u8fbc\u3080\u7bc4\u56f2\u3068\u66f4\u65b0\u983b\u5ea6\u3092\u6574\u3048\u308b\u5bfe\u7b56\u304c\u4e26\u3073\u307e\u3059\u3002&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52.webp\" alt=\"\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u904b\u7528\u7b56\u3068\u3057\u3066Parquet\u5f62\u5f0f\u3001\u65e5\u4ed8\u3084\u30ab\u30c6\u30b4\u30ea\u3067\u306e\u7bc4\u56f2\u6307\u5b9a\u3001\u81ea\u52d5\u66f4\u65b0\u983b\u5ea6\u306e\u8abf\u6574\u3001\u30b3\u30b9\u30c8\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u4e26\u3079\u305f\u56f3\" title=\"\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u904b\u7528\u7b56\" class=\"wp-image-165778\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/10\/image-3-587b53a60f52-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u8aad\u307f\u8fbc\u3080\u7bc4\u56f2\u3068\u66f4\u65b0\u983b\u5ea6\u3092\u6574\u3048\u308b\u5bfe\u7b56\u304c\u4e26\u3073\u307e\u3059\u3002<\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u904b\u7528\u304c\u59cb\u307e\u3063\u3066\u304b\u3089\u3001\u30b3\u30b9\u30c8\u304c\u60f3\u5b9a\u3088\u308a\u81a8\u3089\u3080\u80cc\u666f\u306b\u306f\u3001\u975e\u52b9\u7387\u306a\u30af\u30a8\u30ea\u3068\u30c7\u30fc\u30bf\u306e\u969b\u9650\u306a\u3044\u84c4\u7a4d\u304c\u3042\u308a\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u3001\u904b\u7528\u306e\u958b\u59cb\u6642\u70b9\u3067\u5bfe\u7b56\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3068\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"inflation-query-data\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u975e\u52b9\u7387\u30af\u30a8\u30ea\u3068\u4e0d\u8981\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4e3b\u306a\u81a8\u5f35\u8981\u56e0\u306f\u3001\u975e\u52b9\u7387\u306a\u5206\u6790\u30af\u30a8\u30ea\u3068\u3001\u6d3b\u7528\u3055\u308c\u306a\u3044\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d\u3067\u3059\u3002\u5f93\u91cf\u8ab2\u91d1\u578b\u30a8\u30f3\u30b8\u30f3\u3067\u5fc5\u8981\u4ee5\u4e0a\u306e\u7bc4\u56f2\u3092\u7e70\u308a\u8fd4\u3057\u8aad\u3080\u3068\u3001\u8cbb\u7528\u304c\u5897\u3048\u307e\u3059\u3002\u672c\u6765\u306f\u76f4\u8fd11\u304b\u6708\u5206\u3067\u3088\u3044\u306e\u306b\u3001\u6bce\u56de\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5168\u4f53\u3092\u8aad\u3080\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u591a\u6570\u306e\u5229\u7528\u8005\u304c\u983b\u7e41\u306b\u958b\u304f\u3068\u3001\u8cbb\u7528\u304c\u4e00\u6c17\u306b\u8df3\u306d\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u8aad\u307f\u8fbc\u307f\u3092\u6e1b\u3089\u3059<\/strong>\uff1aParquet\u5f62\u5f0f\u3067\u4fdd\u5b58\u3057\u3001\u5fc5\u8981\u306a\u5217\u3060\u3051\u3092\u8aad\u3081\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u7bc4\u56f2\u3092\u7d5e\u308b<\/strong>\uff1a\u65e5\u4ed8\u3084\u30ab\u30c6\u30b4\u30ea\u3067\u5206\u3051\u3066\u304a\u304d\u3001\u5fc5\u8981\u306a\u7bc4\u56f2\u3060\u3051\u3092\u30b9\u30ad\u30e3\u30f3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u66f4\u65b0\u3092\u8abf\u6574\u3059\u308b<\/strong>\uff1a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u81ea\u52d5\u66f4\u65b0\u3092\u3001\u696d\u52d9\u3067\u5fc5\u8981\u306a\u983b\u5ea6\u306b\u6291\u3048\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4f55\u3067\u3082\u6e9c\u3081\u3089\u308c\u308b\u3068\u3044\u3046\u6027\u8cea\u304c\u88cf\u76ee\u306b\u51fa\u308b\u3068\u3001\u4f7f\u308f\u308c\u306a\u3044\u30c7\u30fc\u30bf\u304c\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5727\u8feb\u3057\u3001\u5206\u6790\u6642\u306b\u8aad\u3080\u7bc4\u56f2\u3082\u5e83\u304c\u308a\u307e\u3059\u3002\u4f4e\u983b\u5ea6\u306e\u30c7\u30fc\u30bf\u306f\u5b89\u4fa1\u306a\u968e\u5c64\u3078\u81ea\u52d5\u3067\u79fb\u3057\u3001\u672a\u4f7f\u7528\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u5b9a\u671f\u7684\u306b\u6d17\u3044\u51fa\u3057\u3066\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u304b\u524a\u9664\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 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class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3; padding-left:12px;\"><strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u904b\u7528\u306e\u4f53\u5236\u3068TCO\u306e\u8996\u70b9<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u306f\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u304c\u96c6\u307e\u308b\u305f\u3081\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u7ba1\u7406\u4f53\u5236\u304c\u306a\u3051\u308c\u3070\u3001\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316\u306b\u52a0\u3048\u3066\u3001\u60c5\u5831\u6f0f\u6d29\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u306e\u30ea\u30b9\u30af\u3082\u751f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li><strong>\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/strong>\uff1a\u95b2\u89a7\u3067\u304d\u308b\u4eba\u3084\u6a29\u9650\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u8b77<\/strong>\uff1a\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u500b\u4eba\u60c5\u5831\u3092\u30de\u30b9\u30ad\u30f3\u30b0\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/li>\n<li><strong>\u6765\u6b74\u7ba1\u7406<\/strong>\uff1a\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u5143\u3068\u66f4\u65b0\u6642\u671f\u3092\u8ffd\u8de1\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5c02\u7528\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u4f5c\u696d\u306f\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u304c\u3001\u30c4\u30fc\u30eb\u8cbb\u306b\u52a0\u3048\u3066\u3001\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u904b\u7528\u3059\u308b\u4eba\u4ef6\u8cbb\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u7dcf\u4fdd\u6709\u30b3\u30b9\u30c8\uff08TCO\uff09\u3067\u898b\u308b\u306a\u3089\u3001\u76ee\u306b\u898b\u3048\u308b\u5229\u7528\u6599\u306b\u904b\u7528\u306e\u4eba\u4ef6\u8cbb\u3092\u52a0\u3048\u3001\u3055\u3089\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u7d71\u5236\u3001\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u5316\u3092\u9632\u3050\u305f\u3081\u306e\u6574\u5099\u8cbb\u3082\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u5b89\u3055\u3060\u3051\u3067\u9078\u3076\u3068\u3001\u4f53\u5236\u304c\u4e0d\u8db3\u3057\u305f\u3068\u304d\u306b\u898b\u3048\u306a\u3044\u8cbb\u7528\u304c\u81a8\u3089\u3080\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u521d\u671f\u8cbb\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u306e\u8cbb\u7528\u3001\u7d71\u5236\u306e\u4eba\u4ef6\u8cbb\u3092\u542b\u3081\u305f\u6708\u984d\u306e\u7dcf\u984d\u3092\u3001\u81ea\u793e\u306e\u4f53\u5236\u306b\u7167\u3089\u3057\u3066\u898b\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5c0e\u5165\u524d\u306b\u73fe\u5b9f\u7684\u306a\u904b\u7528\u4e88\u7b97\u3092\u898b\u7a4d\u3082\u308a\u3001\u305d\u308c\u3092\u652f\u3048\u308b\u4f53\u5236\u304c\u793e\u5185\u306b\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u5185\u88fd\u3068\u5916\u6ce8\u3092\u9078\u3076\u969b\u306f\u3001\u793e\u5185\u306b\u904b\u7528\u3092\u62c5\u3048\u308b\u4eba\u6750\u304c\u3069\u306e\u304f\u3089\u3044\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u3001\u8db3\u308a\u306a\u3044\u5206\u3092\u5916\u6ce8\u3067\u88dc\u3046\u5f62\u3092\u691c\u8a0e\u3059\u308b\u3068\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"datalake-cost-summary\" 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<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b7\u30b9\u30c6\u30e0\u7dad\u6301\u8cbb\u306f\u6708\u984d\u6570\u4e07\u5186\u304b\u3089\u6570\u767e\u4e07\u5186\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u8cbb\u306f\u521d\u671f\u958b\u767a\u8cbb\u306e5\u301c15%\u7a0b\u5ea6\u304c\u6708\u984d\u306e\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u8cbb\u7528\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u5206\u6790\u983b\u5ea6\u3001\u6d3b\u7528\u306e\u6df1\u3055\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5b89\u4fa1\u3067\u3082\u3001Athena\u3084BigQuery\u306a\u3069\u306e\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u5229\u7528\u6599\u306f\u5225\u9014\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u975e\u52b9\u7387\u306a\u30af\u30a8\u30ea\u3084\u30c7\u30fc\u30bf\u306e\u5897\u52a0\u306b\u5099\u3048\u3066\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u3068\u4e0d\u8981\u30c7\u30fc\u30bf\u306e\u6d17\u3044\u51fa\u3057\u3092\u7d9a\u3051\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5217\u6307\u5411\u306e\u4fdd\u5b58\u5f62\u5f0f\u3084\u5206\u5272\u8a2d\u8a08\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u91cf\u3092\u6e1b\u3089\u3059\u70b9\u3067\u30b3\u30b9\u30c8\u6291\u5236\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u8cbb\u7528\u76e3\u8996\u3082\u3001\u8cbb\u7528\u3092\u6291\u3048\u308b\u52a9\u3051\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6708\u984d\u306eTCO\u306b\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u306e\u8cbb\u7528\u306b\u52a0\u3048\u3066\u7d71\u5236\u306e\u904b\u7528\u4eba\u4ef6\u8cbb\u3082\u542b\u3081\u3001\u81ea\u793e\u306e\u4f53\u5236\u306b\u5408\u308f\u305b\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b<br><a href=\"https:\/\/www.ripla.co.jp\/blog\/data\/data-lake-implementation-complete-guide\/\" title=\"\">\u30fb\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n<h2 id=\"company-intro\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u4f1a\u793e\u7d39\u4ecb<\/strong><\/h2>\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\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u3088\u308b\u9ad8\u3044\u8981\u4ef6\u5b9a\u7fa9\u529b\u30fb\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u3092\u6d3b\u304b\u3057\u3001\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u4f34\u8d70\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=\"576\" data-attachment-id=\"48106\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/ripla-ordermade-system-202608\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png\" data-orig-size=\"1672,941\" 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=\"\u304a\u5ba2\u69d8\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" alt=\"\" class=\"wp-image-48106\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-300x169.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-768x432.png 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1536x864.png 1536w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\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=\"369\" data-attachment-id=\"18450\" 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%88-2026-07-07-144340\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340.png\" data-orig-size=\"1325,477\" 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 2026-07-07 144340\" 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\u30c8-2026-07-07-144340-1024x369.png\" src=\"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\" alt=\"\" class=\"wp-image-18450\" 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 wp-block-paragraph\">\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.ripla.co.jp\/company-whitepaper\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons alignwide is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a0cd93e3 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.ripla.co.jp\/\" style=\"background-color:#0720e3\"><strong>\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.ripla.co.jp\/company-whitepaper\" 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\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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     <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">&nbsp;<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u69cb\u7bc9\u306e\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306f\u3001\u6708\u984d\u6570\u4e07\u5186\u304b\u3089200\u4e07\u5186\u4ee5\u4e0a\u307e\u3067\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u5206\u6790\u983b\u5ea6\u3001\u904b\u7528\u4f53\u5236\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u57fa\u76e4\u306b\u3001\u69cb\u9020\u5316\u30fb\u534a\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u751f\u306e\u307e\u307e\u84c4\u7a4d\u3059\u308b\u4ed5\u7d44 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