{"id":4977,"date":"2025-08-06T07:09:21","date_gmt":"2025-08-05T22:09:21","guid":{"rendered":"https:\/\/www.culnou.com\/mumu\/?page_id=4977"},"modified":"2025-11-06T16:07:05","modified_gmt":"2025-11-06T07:07:05","slug":"data_infra_service","status":"publish","type":"page","link":"https:\/\/www.culnou.com\/mumu\/data_infra_service\/","title":{"rendered":"\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u69cb\u7bc9\u652f\u63f4\u30b5\u30fc\u30d3\u30b9"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2020\/07\/transformation-3746922_1920.jpg\" alt=\"\" width=\"1920\" height=\"853\" \/><br \/>\n\u672c\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u3044\u3046\u4f01\u696d\u5411\u3051\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<ul>\n<li><a href=\"#da1\"><strong>\u30b3\u30f3\u30bb\u30d7\u30c8<\/strong><\/a><\/li>\n<li><a href=\"#da2\"><strong>\u5185\u5bb9<\/strong><\/a><\/li>\n<li><a href=\"#da3\"><strong>\u9032\u3081\u65b9<\/strong><\/a><\/li>\n<li><a href=\"#da4\"><strong>\u3054\u8cbb\u7528<\/strong><\/a><\/li>\n<li><a href=\"#da5\"><strong>\u5834\u6240<\/strong><\/a><\/li>\n<li><a href=\"#da6\"><strong>\u304a\u554f\u5408\u305b<\/strong><\/a><\/li>\n<\/ul>\n<p><a id=\"da1\"><\/a><\/p>\n<h4>\u30b3\u30f3\u30bb\u30d7\u30c8<\/h4>\n<p>\u5f0a\u793e\u3067\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u76ee\u7684\u306f\u3001<a href=\"https:\/\/rakusui.org\/data-driven\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6<\/strong><\/span><\/a>\u3092\u5b9f\u73fe\u3057\u9867\u5ba2\u4fa1\u5024\u3084\u4f01\u696d\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u3053\u3068\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n<br \/>\n<center><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2025\/09\/data-use-image-scaled.png\" alt=\"\" width=\"1000\" height=\"1000\"><\/center><br \/>\n<br \/>\n\u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u5b9f\u73fe\u3067\u304d\u3001\u7d50\u679c\u7684\u306b\u3001\u9867\u5ba2\u4fa1\u5024\u3001\u4f01\u696d\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3068\u610f\u5473\u304c\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<br \/>\n\u6b21\u306e\u56f3\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u3001\u9867\u5ba2\u4fa1\u5024\u3084\u4f01\u696d\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<br \/>\n<center><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2025\/09\/data-act-scaled.png\" alt=\"\" width=\"400\" height=\"400\"><\/center><br \/>\n<br \/>\n\u3053\u308c\u3092\u898b\u3066\u3082\u308f\u304b\u308b\u3088\u3046\u306b\u3001\u5f0a\u793e\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u57fa\u76e4\u3092\u8ad6\u7406\u7684\u57fa\u76e4\u3067\u3042\u308b<a href=\"https:\/\/rakusui.org\/design_data_architecture\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/span><\/a>\u3068\u7269\u7406\u7684\u57fa\u76e4\u3067\u3042\u308b<a href=\"https:\/\/rakusui.org\/data_infra\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4<\/strong><\/span><\/a>\u3068\u306b\u5206\u3051\u3066\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3088\u304f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3084\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306a\u3069\u7269\u7406\u7684\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u3092\u6574\u5099\u3057\u305f\u3051\u3069\u5168\u304f\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u8a71\u3092\u805e\u304d\u307e\u3059\u3002<br \/>\n\u305d\u308c\u306f\u3001<strong>\u300c\u4f55\u306e\u305f\u3081\u306b\u3001\u3069\u3053\u306b\u3042\u308b\u3001\u4f55\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3044\u3064\u3001\u8ab0\u304c\u3001\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u308b\u304b\u300d<\/strong>\u304c\u660e\u78ba\u306b\u5b9a\u7fa9\u3067\u304d\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u8d77\u56e0\u3057\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u69cb\u7bc9\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u524d\u306b\u3001EA\u306e\u8a2d\u8a08\u3001\u6226\u7565\u30de\u30c3\u30d7\u30fbBSC\u306e\u8a2d\u8a08\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u8a2d\u8a08\u3092\u901a\u3057\u3066\u300c\u4f55\u306e\u305f\u3081\u306b\u3001\u3069\u3053\u306b\u3042\u308b\u3001\u4f55\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3044\u3064\u3001\u8ab0\u304c\u3001\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u308b\u304b\u300d\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306f\u3001\u6b21\u306e\u52d5\u753b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a href=\"https:\/\/youtu.be\/WNYdmGMkvmQ\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u306e\u69cb\u7bc9<\/strong><\/span><\/a><br \/>\n<a id=\"da2\"><\/a><\/p>\n<h4>\u5185\u5bb9<\/h4>\n<p>\u672c\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u3001\u4e0a\u8ff0\u3057\u305f\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u3001\u9867\u5ba2\u4fa1\u5024\u3084\u4f01\u696d\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7\u306e\u3046\u3061\u3001EA\u30fb\u6226\u7565\u30de\u30c3\u30d7\u306e\u8a2d\u8a08\u3001\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8a2d\u8a08\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u306e\u69cb\u7bc9\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5bfe\u8c61\u3068\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li><a href=\"#da21\"><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><\/a><\/li>\n<li><a href=\"#da22\"><strong>\u6226\u7565\u30de\u30c3\u30d7\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><\/a><\/li>\n<li><a href=\"#da24\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u8a2d\u8a08<\/strong><\/a><\/li>\n<li><a href=\"#da23\"><strong>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8a2d\u8a08<\/strong><\/a><\/li>\n<li><a href=\"#da25\"><strong>\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u306e\u69cb\u7bc9<\/strong><\/a><\/li>\n<\/ol>\n<p><a id=\"da21\"><\/a><\/p>\n<h5>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/h5>\n<p>\u307e\u305a\u3001<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx123\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u4f01\u696d\u306e\u672c\u8cea<\/strong><\/span><\/a>\u3092\u8003\u3048\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306e\u4ed5\u7d44\uff08<a href=\"https:\/\/rakusui.org\/enterprise-architecture\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/span><\/a>\uff09\u306e\u5168\u4f53\u50cf\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<br \/>\n\u7279\u306b\u3001\u6b21\u306e\uff12\u3064\u306e\u6210\u679c\u7269\u304c\u95a2\u4fc2\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2025\/08\/\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u4e00\u89a7.xlsx\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u4e00\u89a7<\/strong><\/span><\/a><br \/>\n<a href=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2025\/10\/\u30b7\u30b9\u30c6\u30e0\u53f0\u5e33_v1.0.xlsx\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30b7\u30b9\u30c6\u30e0\u53f0\u5e33<\/strong><\/span><\/a><br \/>\n\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/www.culnou.com\/mumu\/design_ea_ws\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><\/span><\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"da22\"><\/a><\/p>\n<h5>\u6226\u7565\u30de\u30c3\u30d7\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/h5>\n<p>\u6b21\u306b\u3001\u304a\u5ba2\u3055\u307e\u306e\u4e8b\u696d\u306e<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx124\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u6226\u7565\u30de\u30c3\u30d7<\/strong><\/span><\/a>\u3092\u8a2d\u8a08\u3057\u3001\u305d\u306e\u5b9f\u73fe\u5ea6\u5408\u3044\u3092\u8a55\u4fa1\u3059\u308bKPI\u3092<a href=\"https:\/\/rakusui.org\/practical_dx\/#sagawa_bsc\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>BSC\uff08\u30d0\u30e9\u30f3\u30b9\u30b9\u30b3\u30a2\u30ab\u30fc\u30c9\uff09<\/strong><\/span><\/a>\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/www.culnou.com\/mumu\/design_strategymap_ws\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u6226\u7565\u30de\u30c3\u30d7\u8a2d\u8a08\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7<\/strong><\/span><\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"da24\"><\/a><\/p>\n<h5>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u8a2d\u8a08<\/h5>\n<p>\u6b21\u306b\u3001\u4ee5\u4e0b\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001<a href=\"https:\/\/rakusui.org\/data-driven\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6<\/strong><\/a>\u304c\u5b9f\u8df5\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"#da24-1\"><strong>KPI\u306e\u69cb\u9020\u5316<\/strong><\/a><\/li>\n<li><a href=\"#da24-2\"><strong>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9KPI\u306e\u8a2d\u8a08<\/strong><\/a><\/li>\n<li><a href=\"#da24-3\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08<\/strong><\/a><\/li>\n<\/ul>\n<p><a id=\"da24-1\"><\/a><\/p>\n<h5>KPI\u306e\u69cb\u9020\u5316<\/h5>\n<p>\u5206\u6790\u30c7\u30fc\u30bf\u306e\u8a2d\u8a08\u304c\u3067\u304d\u305f\u3089\u3001\u307e\u305a\u3001BSC\u306eKPI\u540c\u58eb\u306e\u56e0\u679c\u95a2\u4fc2\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx1301\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>KPI\u306e\u69cb\u9020\u5316<\/strong><\/span><\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"da24-2\"><\/a><\/p>\n<h5>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9KPI\u306e\u8a2d\u8a08<\/h5>\n<p>\u6b21\u306b\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3068KPI\u3092\u7d50\u3073\u3064\u3051\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx1302\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9KPI\u306e\u8a2d\u8a08<\/strong><\/span><\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"da24-3\"><\/a><\/p>\n<h5>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08<\/h5>\n<p>\u6700\u5f8c\u306b\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b5\u30a4\u30af\u30eb\u5358\u4f4d\u306b\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3068KPI\u3092\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx1303\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08<\/strong><\/span><\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a id=\"da23\"><\/a><\/p>\n<h5>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8a2d\u8a08<\/h5>\n<p>\u6b21\u306b\u3001\u5206\u6790\u30c7\u30fc\u30bf\u306e<a href=\"https:\/\/rakusui.org\/practical_dx\/#dx1283\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/span><\/a>\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u306e\u8a2d\u8a08\u306b\u3088\u3063\u3066\u3001\u300c\u4f55\u306e\u305f\u3081\u306b\u3001\u4f55\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3044\u3064\u3001\u8ab0\u304c\u3001\u3069\u3053\u3067\u5206\u6790\u3059\u308b\u306e\u304b\u300d\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u5206\u6790\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u3069\u306e\u3088\u3046\u306b\u5206\u6790\u3059\u308b\u306e\u304b\uff08\u5206\u6790\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u53d6\u5f97\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u5207\u308a\u53e3\u3067\u5206\u6790\u3059\u308b\u306e\u304b\uff09\u300d\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\nLTV\uff08Life Time Value\uff1a\u9867\u5ba2\u751f\u6daf\u4fa1\u5024\uff09\u306e\u6982\u5ff5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u4f8b<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2025\/08\/ltv-scaled.png\" alt=\"\" width=\"600\" height=\"600\">\n<\/li>\n<li>\nLTV\u306e\u6982\u5ff5\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u4f8b<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-49\" src=\"http:\/\/rakusui.org\/wp-content\/uploads\/2024\/08\/datafl.png\" alt=\"\" width=\"1000\" height=\"1000\">\n<\/li>\n<\/ul>\n<p><a id=\"da25\"><\/a><\/p>\n<h5>\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u306e\u69cb\u7bc9<\/h5>\n<p>\u3053\u3053\u3067\u306f\u3001\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6982\u5ff5\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u8981\u4ef6\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092<a href=\"https:\/\/rakusui.org\/design_data_architecture\/#da6-business-metadata\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf<\/strong><\/span><\/a>\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3092\u6e80\u305f\u3059\u3079\u304f\u30c7\u30fc\u30bf\u7ba1\u7406\u57fa\u76e4\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.culnou.com\/mumu\/wp-content\/uploads\/2024\/07\/\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf-1.xlsx\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #3366ff;\"><strong>\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4f8b\uff08Excel\uff09\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong><\/span><\/a><br \/>\n<a id=\"da3\"><\/a><\/p>\n<h4>\u9032\u3081\u65b9<\/h4>\n<p>\u304a\u5ba2\u3055\u307e\u306e\u5b9f\u969b\u306e\u696d\u52d9\u3092\u984c\u6750\u306b\u3057\u3066\u3001<br \/>\n\uff11\u56de\uff12\u6642\u9593\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\uff08\uff15\u540d\u307e\u3067\uff09\u00d7N\u56de\u3092\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u5f62\u5f0f\u3067\u9032\u3081\u307e\u3059\u3002<br \/>\n\u203b\u56de\u6570\u3068\u65e5\u6642\u306f\u4e8b\u524d\u8abf\u6574\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<br \/>\n<a id=\"da4\"><\/a><\/p>\n<h4>\u3054\u8cbb\u7528<\/h4>\n<p>10\u4e07\u5186\/\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n<a id=\"da4\"><\/a><\/p>\n<h4>\u5834\u6240<\/h4>\n<p>\u30aa\u30f3\u30b5\u30a4\u30c8\u304b\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002<br \/>\n\u30aa\u30f3\u30b5\u30a4\u30c8\u3067\u7814\u4fee\u3092\u5b9f\u65bd\u3059\u308b\u5834\u5408\u3001\u30b0\u30eb\u30fc\u30d7\u6f14\u7fd2\u304c\u3067\u304d\u308b\u5834\u6240\u3068\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u60c5\u5831\u3092\u5171\u6709\u3067\u304d\u308b\u7814\u4fee\u7528PC\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u7814\u4fee\u3092\u5b9f\u65bd\u3059\u308b\u5834\u5408\u3001\u30b0\u30eb\u30fc\u30d7\u6f14\u7fd2\u304c\u3067\u304d\u308bWeb\u4f1a\u8b70\u30b7\u30b9\u30c6\u30e0\u3068\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u60c5\u5831\u3092\u5171\u6709\u3067\u304d\u308b\u7814\u4fee\u7528PC\uff08\u30a4\u30a2\u30db\u30f3\u542b\u3080\uff09\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n<a id=\"da5\"><\/a><\/p>\n<h4>\u304a\u554f\u5408\u305b<\/h4>\n<p>\u4f01\u696d\u306e\u62c5\u5f53\u8005\u306e\u65b9\u3078<br \/>\n\u4e00\u5ea6\u3001\u8a73\u7d30\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<strong>\u304a\u554f\u3044\u5408\u308f\u305b<\/strong>\u306f\u4ee5\u4e0b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n<a href=\"mailto:culnou_dx@culnou.com\" target=\"_blank\" rel=\"noopener\">culnou_dx@culnou.com<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u3044\u3046\u4f01\u696d\u5411\u3051\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 \u30b3\u30f3\u30bb\u30d7\u30c8 \u5185\u5bb9 \u9032\u3081\u65b9 \u3054\u8cbb\u7528 \u5834\u6240 \u304a\u554f\u5408\u305b \u30b3\u30f3\u30bb\u30d7\u30c8 \u5f0a\u793e\u3067\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u76ee\u7684\u306f\u3001 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4977","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/pages\/4977","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/comments?post=4977"}],"version-history":[{"count":118,"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/pages\/4977\/revisions"}],"predecessor-version":[{"id":5675,"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/pages\/4977\/revisions\/5675"}],"wp:attachment":[{"href":"https:\/\/www.culnou.com\/mumu\/wp-json\/wp\/v2\/media?parent=4977"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}