{"id":857,"date":"2020-06-23T08:00:00","date_gmt":"2020-06-23T15:00:00","guid":{"rendered":"https:\/\/blogs.mulesoft.com\/jp\/?p=857"},"modified":"2023-02-28T14:36:59","modified_gmt":"2023-02-28T14:36:59","slug":"data-driven-enterprise-kpis","status":"publish","type":"post","link":"https:\/\/blogs.mulesoft.com\/jp\/api-integration\/data-driven-enterprise-kpis\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u3078\u306e\u7b2c\u4e00\u6b69\u306f\u3001\u30eb\u30fc\u30d7\u3092\u3064\u304f\u308a\u6d41\u308c\u306b\u4e57\u308b\u3053\u3068"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 2<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p>\u300c\u6a2b\u306e\u6728\u554f\u984c (oak tree problem)\u300d\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3<a href=\"https:\/\/www.mulesoft.com\/resources\/esb\/enterprise-data-management\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f01\u696d<\/a>\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u307e\u3055\u306b\u3053\u306e\u300c\u6a2b\u306e\u6728\u554f\u984c\u300d\u3067\u3059\u3002<br>\u300c\u6a2b\u306e\u6728\u554f\u984c\u300d\u3068\u306f\u3001\u305a\u3063\u3068\u4ee5\u524d\u304b\u3089\u53d6\u308a\u7d44\u307e\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304b\u3063\u305f\u3053\u3068 (\u554f\u984c) \u3092\u3001\u7740\u624b\u3057\u306a\u3044\u307e\u307e\u3001\u672a\u3060\u306b\u305d\u308c\u304c\u91cd\u8981\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u4e2d\u56fd\u306b\u300c\u6a2b\u306e\u6728\u3092\u690d\u3048\u308b\u306e\u306b\u6700\u9069\u306a\u6642\u671f\u306f 20 \u5e74\u524d\u3067\u3042\u308b\u3002\u6b21\u306b\u6700\u9069\u306a\u306e\u306f\u4eca\u65e5\u3060\u300d\u3068\u3044\u3046\u3053\u3068\u308f\u3056\u304c\u3042\u308a\u3001\u3053\u306e\u8003\u3048\u65b9\u3092\u7aef\u7684\u306b\u8868\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u79c1\u304c\u4e00\u7dd2\u306b\u4ed5\u4e8b\u3092\u3057\u3066\u304d\u305f\u304a\u5ba2\u69d8\u306e\u591a\u304f\u306f\u3001\u30ea\u30fc\u30c0\u30fc\u304c\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u6b63\u78ba\u304b\u3064\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4e0b\u3059\u305f\u3081\u3001\u7cbe\u7dfb\u306a KPI (Key Performance Indicator) \u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u60aa\u6226\u82e6\u95d8\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u306f\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f01\u696d\u5185\u306b\u306f\u3001\u305d\u308c\u3092\u96e3\u3057\u304f\u3057\u3066\u3044\u308b\u591a\u304f\u306e\u539f\u56e0\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u306f\u300c(\u76ee\u306b\u898b\u3048\u306a\u3044) \u60f3\u50cf\u4e0a\u306e\u539f\u56e0\u300d\u3068\u300c\u5b9f\u969b\u306b\u8d77\u3053\u3063\u3066\u3044\u308b (\u76ee\u306b\u898b\u3048\u308b) \u539f\u56e0\u300d\u306b\u5206\u985e\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<br>\u3053\u3053\u3067\u306f\u3001\u300c\u793e\u54e1\u306b\u4ed5\u4e8b\u3092\u3055\u305b\u305f\u3044\u306e\u304b\uff1f\u305d\u308c\u3068\u3082\u3001\u4ed5\u4e8b\u306e\u5831\u544a\u3092\u3055\u305b\u305f\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u306e\u306a\u3044\u554f\u3044\u639b\u3051\u3092\u907f\u3051\u3001\u591a\u304f\u306e\u4f01\u696d\u304c <a href=\"https:\/\/blogs.mulesoft.com\/dev\/api-dev\/build-reusable-apis-kpis-part-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">KPI<\/a> \u306e\u53d6\u5f97\u3068\u5831\u544a\u306b\u53d6\u308a\u7d44\u3093\u3060\u7d50\u679c\u3001\u3069\u306e\u3088\u3046\u306b\u8ca0\u306e\u30b9\u30d1\u30a4\u30e9\u30eb\u306b\u9665\u308a\u3001\u306a\u305c\u540c\u3058\u3053\u3068\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3057\u307e\u3046\u306e\u304b\uff1f\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u5e55\u69cb\u6210\u306e\u60b2\u5287<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>\u7b2c 1 \u5e55 \u30fc \u300c\u3088\u308a\u5c11\u306a\u3044\u4eba\u6570\u3067\u3088\u308a\u591a\u304f\u306e\u6210\u679c\u3092\u4e0a\u3052\u308b\u300d\u3068\u3044\u3046\u6052\u4f8b\u306e\u8aac\u660e<\/em><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/img_6059cc2cc638e.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u51fa\u5178\u5143\uff1a<a href=\"https:\/\/dilbert.com\/strip\/2011-02-13\" target=\"_blank\" rel=\"noreferrer noopener\">dilbert.com<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u3053\u3093\u306a\u72b6\u6cc1\u306b\u5fc3\u5f53\u305f\u308a\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<br>\u300e\u52b9\u7387\u5316\u300f\u3068\u3044\u3046\u540d\u306e\u3082\u3068\u3001\u300c\u3088\u308a\u5c11\u306a\u3044\u4eba\u6570\u3067\u3088\u308a\u591a\u304f\u306e\u6210\u679c\u3092\u4e0a\u3052\u308b\u300d\u3068\u3044\u3046\u5178\u578b\u7684\u306a\u8aac\u660e\u304c\u3001\u4e16\u754c\u4e2d\u3067\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8aac\u660e\u306e\u80cc\u666f\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u30c1\u30fc\u30e0 (\u4f8b\uff1a\u4e8b\u696d\u90e8\u9580\u3084\u30b5\u30fc\u30d3\u30b9\u90e8\u9580\u3001\u4ed6) \u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3088\u3046\u306a\u72b6\u6cc1\u8981\u56e0\u3084\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6\u306f\u8003\u616e\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><em>\u7b2c 2 \u5e55 \u30fc \u6d88\u706b\u8a13\u7df4<\/em><\/h3>\n\n\n\n<p>\u3053\u306e\u3042\u308a\u3075\u308c\u305f\u60b2\u5287\u306e\u7b2c 2 \u5e55\u3067\u306f\u3001\u591a\u304f\u306e\u9593\u9055\u3044\u3084\u624b\u629c\u304d\u3001\u52d8\u9055\u3044\u304c\u767a\u751f\u3057\u3001\u81a8\u5927\u306a\u6570\u306e\u554f\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u3055\u307e\u3056\u307e\u306a\u8981\u56e0 (\u5909\u66f4\u306e\u5931\u6557\u3001\u8981\u4ef6\u306e\u898b\u843d\u3068\u3057\u306b\u3088\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5927\u5e45\u306a\u9045\u5ef6\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fb5\u5bb3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u969c\u5bb3\u306a\u3069) \u3067\u30d1\u30cb\u30c3\u30af\u306b\u9665\u308b\u77ac\u9593\u304c\u8a2a\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><em>\u7b2c 3 \u5e55 \u30fc \u632b\u6298<\/em><\/h3>\n\n\n\n<p>\u6700\u5f8c\u3068\u306a\u308b\u7b2c 3 \u5e55\u306f\u3001\u554f\u984c\u306e\u300c\u6839\u672c\u539f\u56e0\u300d\u3092\u7a81\u304d\u6b62\u3081\u308b\u305f\u3081\u306e\u8abf\u67fb\u304c\u958b\u59cb\u3055\u308c\u308b\u5834\u9762\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<br><a href=\"https:\/\/codeascraft.com\/2012\/05\/22\/blameless-postmortems\/\">(\u8ab0\u304b\u3092\u975e\u96e3\u3059\u308b\u3053\u3068\u306e\u306a\u3044) \u4e8b\u5f8c\u5206\u6790<\/a>\u306e\u65b9\u304c<a href=\"https:\/\/codeascraft.com\/2012\/05\/22\/blameless-postmortems\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6839\u672c\u539f\u56e0\u5206\u6790 (RCA: Root Cause Analysis) \u3088\u308a\u512a\u308c\u3066\u3044\u308b<\/a>\u3053\u3068\u3092\u3001\u591a\u304f\u306e\u8abf\u67fb\u3084\u30c7\u30fc\u30bf\u304c\u793a\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u4e8b\u5f8c\u5206\u6790\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002\u3069\u3061\u3089\u306e\u5206\u6790\u3067\u3082\u3001\u8abf\u67fb\u3067\u5f97\u3089\u308c\u305f\u767a\u898b\u3084\u5206\u6790\u7d50\u679c\u3092\u53b3\u5bc6\u306b\u691c\u8a3c\u3059\u308c\u3070\u3001\u904e\u53bb\u306e\u8aa4\u3063\u305f\u610f\u601d\u6c7a\u5b9a\u304a\u3088\u3073\u30b9\u30ad\u30eb\u3084\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u52aa\u529b\u3068\u6295\u8cc7\u306e\u6b20\u5982\u3092\u6307\u6458\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<br>\u5f80\u3005\u306b\u3057\u3066\u30ea\u30fc\u30c0\u30fc\u306f\u3001(\u5931\u6557\u306b\u95a2\u3059\u308b) \u8aac\u660e\u8cac\u4efb\u306e\u305f\u3081\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30b9\u30bf\u30f3\u30b9\u3092\u3068\u3089\u305a\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u63a1\u7528\u3059\u308b\u305f\u3081\u306e\u30b3\u30df\u30c3\u30c8\u3092\u6253\u3061\u51fa\u3059\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002<br>\u4ee5\u4e0b\u306e 2 \u3064\u306e\u3069\u3061\u3089\u304b\u306e\u767a\u8a00\u3092\u3059\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8cac\u4efb\u3092\u8ca0\u3046\u3079\u304d\u90e8\u9580\u3084\u62c5\u5f53\u8005\u304c\u30ad\u30c1\u30f3\u3068\u4ed5\u4e8b\u3092\u3057\u306a\u304b\u3063\u305f\u3002\u624b\u629c\u304d\u306b\u3088\u308b\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u30ea\u30fc\u30c0\u30fc (\u79c1) \u3078\u306e\u5831\u544a\u3082\u306a\u304b\u3063\u305f\u3002<\/li>\n\n\n\n<li>\u8cac\u4efb\u3092\u8ca0\u3046\u3079\u304d\u90e8\u9580\u3084\u62c5\u5f53\u8005\u304c\u30ad\u30c1\u30f3\u3068\u4ed5\u4e8b\u3092\u3057\u306a\u304b\u3063\u305f\u3002\u624b\u629c\u304d\u306b\u3088\u308b\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u30ea\u30fc\u30c0\u30fc (\u79c1) \u306b\u7406\u89e3\u3067\u304d\u3088\u3046\u306a\u5831\u544a\u3092\u3057\u306a\u304b\u3063\u305f (\u4f8b\uff1a\u305f\u3068\u3048\u30ea\u30fc\u30c0\u30fc (\u79c1) \u304c\u7a4d\u6975\u7684\u30fb\u610f\u8b58\u7684\u306b\u805e\u3053\u3046\u3068\u3057\u306a\u304b\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u62c5\u5f53\u8005\u306f\u30ea\u30fc\u30c0\u30fc\u306b\u7406\u89e3\u3055\u305b\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044)\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/img_6059cc2f6ccd5.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u51fa\u5178\u5143\uff1a<a href=\"https:\/\/dilbert.com\/strip\/2011-02-13\" target=\"_blank\" rel=\"noreferrer noopener\">dilbert.com<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u632b\u6298\u306e\u5f8c\u3001\u7b2c 1 \u5e55\u306b\u623b\u308a\u3001\u540c\u3058\u30b5\u30a4\u30af\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8eab\u8fd1\u306a\u60b2\u5287\u306b\u306f\u6c17\u304c\u6ec5\u5165\u308a\u307e\u3059\u304c\u3001\u5e0c\u671b\u3084\u597d\u5faa\u74b0\u306e\u6a5f\u4f1a\u3092\u3082\u305f\u3089\u3059 &#8220;\u5225\u306e\u65b9\u6cd5&#8221; \u3082\u3042\u308b\u306e\u3067\u3059\u3002\u3053\u306e &#8220;\u5225\u306e\u65b9\u6cd5&#8221; \u3068\u306f\u3001\u300e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u300f\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u304c\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u306b\u306a\u308b\u65b9\u6cd5\u3092\u6a21\u7d22\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u4ed5\u7d44\u307f\u3084\u59cb\u3081\u65b9\u3092\u77e5\u3063\u3066\u3044\u308b\u4f01\u696d\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30eb\u30fc\u30d7\u3092\u3064\u304f\u308a\u3001\u305d\u306e\u6d41\u308c\u306b\u4e57\u308b<\/h2>\n\n\n\n<p>1950 \u5e74\u4ee3\u3001<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%82%B8%E3%83%A7%E3%83%B3%E3%83%BB%E3%83%9C%E3%82%A4%E3%83%89_(%E8%BB%8D%E4%BA%BA)\" target=\"_blank\" rel=\"noreferrer noopener\">\u30a2\u30e1\u30ea\u30ab\u7a7a\u8ecd\u306e\u30b8\u30e7\u30f3\u30fb\u30dc\u30a4\u30c9\u5927\u4f50<\/a>\u306f OODA \u30eb\u30fc\u30d7\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u610f\u601d\u6c7a\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u4e16\u754c\u3092\u5909\u3048\u307e\u3057\u305f\u3002OODA \u30eb\u30fc\u30d7\u3068\u306f\u3001<em>\u89b3\u5bdf (Observe)\u3001\u72b6\u6cc1\u5224\u65ad (Orient)\u3001\u610f\u601d\u6c7a\u5b9a (Decide)\u3001\u5b9f\u884c (Act)<\/em> \u304b\u3089\u6210\u308b\u610f\u601d\u6c7a\u5b9a\u30b5\u30a4\u30af\u30eb\u3067\u3059\u3002\u30dc\u30a4\u30c9\u6c0f\u306f\u3001\u3053\u306e\u30eb\u30fc\u30d7\u3092\u6226\u95d8\u4f5c\u6226\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u9069\u7528\u3055\u305b\u3001\u591a\u304f\u306e\u8ecd\u4e8b\u4f5c\u6226\u306b\u63a1\u7528\u3057\u6210\u529f\u3055\u305b\u307e\u3057\u305f\u3002<br>\u73fe\u5728\u3067\u306f\u30d3\u30b8\u30cd\u30b9\u3001\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3001\u8a34\u8a1f\u6226\u7565\u3001\u30b2\u30fc\u30e0\u7406\u8ad6\u306a\u3069\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u983b\u7e41\u306b\u9069\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u3082\u63a1\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30a2\u30b8\u30e3\u30a4\u30eb\u3001DevOps\u3001LEAN \u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/img_6059cc33738e4.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>OODA \u30eb\u30fc\u30d7\u3067\u306f\u3001\u7af6\u4e89\u76f8\u624b\u3084\u6575\u3068\u5bfe\u5cd9\u3059\u308b\u3068\u304d\u3001\u6226\u95d8\u529b\u3067\u306f\u306a\u304f\u4fca\u654f\u6027\u3092\u512a\u5148\u3057\u307e\u3059\u3002\u500b\u4eba\u3067\u3082\u4f01\u696d\u3067\u3082\u3001\u6b21\u3005\u306b\u8d77\u3053\u308b\u4e8b\u8c61\u306b\u7af6\u5408\u3088\u308a\u3082\u30b9\u30d4\u30fc\u30c7\u30a3\u306b\u3001\u89b3\u5bdf\u30fb\u72b6\u6cc1\u5224\u65ad\u30fb\u610f\u601d\u6c7a\u5b9a\u30fb\u5b9f\u884c\u306e\u30eb\u30fc\u30d7\u3092\u5b9f\u65bd\u3067\u304d\u308c\u3070\u3001\u76f8\u624b\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u4e2d\u306b\u300c\u5165\u308a\u8fbc\u3080\u300d\u3053\u3068\u3067\u512a\u4f4d\u306b\u7acb\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059 (\u5148\u3093\u3058\u308c\u3070\u3001\u76f8\u624b\u306f\u81ea\u5206\u3092\u8003\u3048\u3056\u308b\u3092\u5f97\u306a\u304f\u306a\u308a\u3001\u9663\u5730\u3092\u5148\u53d6\u308a\u3067\u304d\u3001\u6b21\u3078\u306e\u6e96\u5099\u3082\u901f\u3081\u3089\u308c\u307e\u3059)\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u306e\u4fca\u654f\u6027\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b OODA \u30eb\u30fc\u30d7\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u6700\u65b0\u306e\u4f8b\u306b\u306f\u3001<a href=\"http:\/\/www.startuplessonslearned.com\/2008\/11\/principles-of-lean-startups.html\">\u30ea\u30fc\u30f3\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u6709\u540d\u306a\u30a8\u30ea\u30c3\u30af\u30fb\u30ea\u30fc\u30b9\u6c0f<\/a>\u3001<a href=\"https:\/\/www.youtube.com\/watch?v=wyWI3gLpB8o\">Netflix \u306e\u4e16\u754c\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\u3092\u69cb\u7bc9\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u30a8\u30a4\u30c9\u30ea\u30a2\u30f3\u30fb\u30b3\u30c3\u30af\u30af\u30ed\u30d5\u30c8\u6c0f<\/a>\u3001\u305d\u3057\u3066 Microsoft \u306e DevOps \u3078\u306e\u53d6\u308a\u7d44\u307f\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u300eThe 5th Discipline\uff08\u5b66\u7fd2\u3059\u308b\u7d44\u7e54\uff09\u300f\u306e\u8457\u8005\u3067\u3042\u308b\u30d4\u30fc\u30bf\u30fc\u30fb\u30bb\u30f3\u30b2\u6c0f\u3082\u300c\u6301\u7d9a\u53ef\u80fd\u306a\u7af6\u4e89\u512a\u4f4d\u6027\u3068\u306f\u3001\u7af6\u5408\u4ed6\u793e\u3088\u308a\u3082\u901f\u304f\u5b66\u7fd2\u3059\u308b\u7d44\u7e54\u306e\u80fd\u529b\u306b\u304b\u304b\u3063\u3066\u3044\u308b\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b (\u3064\u307e\u308a<em>\u89b3\u5bdf\u3059\u308b<\/em>) \u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u300c\u6587\u8108\u306b\u6839\u3056\u3057\u305f\u30c7\u30fc\u30bf\u300d\u304c\u5fc5\u8981\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u305f\u5931\u6557\uff01\uff01\uff01<br>\u6b66\u5668\u5316\u3068\u30b2\u30fc\u30df\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8105\u5a01<\/h2>\n\n\n\n<p>\u30dc\u30a4\u30c9\u6c0f\u304b\u3089 20 \u5e74\u5f8c\u306e 1975 \u5e74\u3001\u30a4\u30ae\u30ea\u30b9\u306e\u7d4c\u6e08\u5b66\u8005\u3067\u3042\u308b\u30c1\u30e3\u30fc\u30eb\u30ba\u30fb\u30b0\u30c3\u30c9\u30cf\u30fc\u30c8 (Charles Goodhart) \u6c0f\u306f\u300c\u6307\u6a19\u304c\u76ee\u7684\u306b\u306a\u308b\u3068\u3001\u305d\u308c\u306f\u826f\u3044\u6307\u6a19\u3067\u306f\u306a\u304f\u306a\u308b\u300d\u3068\u3044\u3046\u6709\u540d\u306a\u8a00\u8449\u3092\u6b8b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u683c\u8a00\u306f<a href=\"https:\/\/en.wikipedia.org\/wiki\/Goodhart's_law\" target=\"_blank\" rel=\"noreferrer noopener\">\u30b0\u30c3\u30c9\u30cf\u30fc\u30c8\u306e\u6cd5\u5247<\/a>\u3068\u3057\u3066\u77e5\u3089\u308c\u3001\u300c\u7ba1\u7406\u3068\u3044\u3046\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u304c\u304b\u304b\u308b\u3068\u3001\u89b3\u6e2c\u3067\u304d\u308b\u7d71\u8a08\u7684\u898f\u5247\u6027\u306f\u5d29\u58ca\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u300d\u3068\u8a00\u3044\u63db\u3048\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002\u3064\u307e\u308a\u3001\u4eba\u304c\u3044\u3063\u305f\u3093\u8a55\u4fa1\u6307\u6a19 (KPI \u306a\u3069) \u3092\u4e0e\u3048\u3089\u308c\u308b\u3068\u3001\u5b9a\u91cf\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u5e38\u306b\u4e0d\u6b63\u306a\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u3069\u3093\u306a\u76ee\u6a19\u3067\u3082\u4eba\u70ba\u7684\u306b\u9054\u6210\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3064\u3051\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/img_6059cc35a7f02.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u51fa\u5178\u5143\uff1a<a href=\"https:\/\/www.sketchplanations.com\/post\/167369765942\/goodharts-law-when-a-measure-becomes-a-target\" target=\"_blank\" rel=\"noreferrer noopener\">sketchplanations<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u696d\u7a2e\u3084\u696d\u754c\u304c\u3069\u3053\u3067\u3042\u308d\u3046\u3068\u3001\u30b0\u30c3\u30c9\u30cf\u30fc\u30c8\u306e\u6cd5\u5247\u306e\u5f71\u97ff\u306e\u3053\u3068\u3092\u3001\u8a73\u3057\u304f\u3054\u5b58\u77e5\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br>\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u4eba\u9593\u306f\u6b21\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a55\u4fa1\u57fa\u6e96\u3092\u30b2\u30fc\u30df\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u3059\u308b\uff1a\u500b\u4eba\u304c\u300c\u6700\u9069\u306a\u7d50\u679c\u300d(<a href=\"https:\/\/en.wikipedia.org\/wiki\/Atlanta_Public_Schools_cheating_scandal\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b66\u6821\u3067\u306e\u7d71\u4e00\u30c6\u30b9\u30c8<\/a>\u306a\u3069) \u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u6d3b\u52d5\u3092\u64cd\u4f5c\u30fb\u8abf\u6574\u3059\u308b\u3053\u3068<\/li>\n\n\n\n<li>\u8a55\u4fa1\u6307\u6a19\u3092\u6b66\u5668\u5316\u306b\u3059\u308b\uff1a\u30ea\u30fc\u30c0\u30fc\u304c\u500b\u4eba\u307e\u305f\u306f\u30c1\u30fc\u30e0\u306b\u7528\u3044\u305f\u3044\u7d50\u679c\u3092\u6b63\u5f53\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u6e2c\u5b9a\u57fa\u6e96 (\u306e\u9054\u6210) \u306b\u904e\u5ea6\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3059\u308b\u3053\u3068 (\u4e0a\u8a18\u306e\u300c\u7b2c 3 \u5e55 \u30fc \u632b\u6298\u300d\u3092\u53c2\u7167)\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u3053\u3067\u3082\u3001\u30b2\u30fc\u30df\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u6b66\u5668\u5316\u306e\u30b7\u30ca\u30ea\u30aa\u306e\u3042\u308a\u3075\u308c\u305f\u60b2\u5287\u306b\u6c17\u304c\u6ec5\u5165\u308a\u307e\u3059\u304c\u3001\u5e0c\u671b\u3068\u597d\u5faa\u74b0\u306e\u6a5f\u4f1a\u3092\u3082\u305f\u3089\u3059 &#8220;\u5225\u306e\u65b9\u6cd5&#8221; \u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u306e &#8220;\u5225\u306e\u65b9\u6cd5&#8221; \u3068\u306f\u3001\u53d6\u5f97\u3057\u305f\u8a55\u4fa1\u6307\u6a19\u3092\u3069\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3001\u53ce\u96c6\u3001\u63d0\u793a\u3059\u308b\u304b\uff1f\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e<a href=\"https:\/\/blogs.mulesoft.com\/biz\/design\/designing-a-data-driven-organization\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7b2c 2 \u90e8<\/a>\u3067\u306f\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u3067\u691c\u8a3c\u3055\u308c\u305f\u300c11 \u4ef6\u306e\u5177\u4f53\u7684\u306a\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u300d\u306b\u3064\u3044\u3066\u8a73\u8aac\u3057\u307e\u3059\u3002\u5404\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306f\u3001\u30b2\u30fc\u30df\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u6b66\u5668\u5316\u3078\u306e\u6d41\u308c\u3092\u5236\u5fa1\u3057\u3001\u672c\u80fd\u7684\u306a\u53cd\u5fdc\u3084\u88cf\u4ed8\u3051\u306e\u306a\u3044\u611f\u60c5\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3068\u4e8b\u5b9f\u306b\u57fa\u3065\u304f\u4f01\u696d\u4e3b\u5c0e\u306e\u5224\u65ad\u3092\u3059\u308b\u305f\u3081\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u6a2b\u306e\u6728\u554f\u984c (oak tree problem)\u300d\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u4f01\u696d\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u307e\u3055\u306b\u3053\u306e\u300c\u6a2b\u306e\u6728\u554f\u984c\u300d\u3067\u3059\u3002\u300c\u6a2b\u306e\u6728\u554f\u984c\u300d\u3068\u306f\u3001\u305a\u3063\u3068\u4ee5\u524d\u304b\u3089\u53d6\u308a\u7d44\u307e\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304b\u3063\u305f\u3053\u3068 (\u554f\u984c [&hellip;]<\/p>\n","protected":false},"author":5044,"featured_media":856,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[31],"tags":[55,141,144],"series":[],"persona":[215,216,224],"industry":[],"class_list":["post-857","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-api-integration","tag-data-integration","tag-api-governance","tag-kpis","persona-cio","persona-it","persona-enterprise-architect"],"acf":[],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/blogs.mulesoft.com\/jp\/wp-content\/uploads\/sites\/4\/loop.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/posts\/857","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/users\/5044"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/comments?post=857"}],"version-history":[{"count":7,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/posts\/857\/revisions"}],"predecessor-version":[{"id":1168,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/posts\/857\/revisions\/1168"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/media\/856"}],"wp:attachment":[{"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/media?parent=857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/categories?post=857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/tags?post=857"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/series?post=857"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/persona?post=857"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/blogs.mulesoft.com\/jp\/wp-json\/wp\/v2\/industry?post=857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}