{"id":3121,"date":"2025-12-03T19:19:08","date_gmt":"2025-12-03T10:19:08","guid":{"rendered":"https:\/\/www.agile-software.site\/?p=3121"},"modified":"2025-12-03T19:19:08","modified_gmt":"2025-12-03T10:19:08","slug":"bi%e3%83%84%e3%83%bc%e3%83%ab%e3%81%be%e3%81%a8%e3%82%81","status":"publish","type":"post","link":"https:\/\/agile-software.net\/?p=3121","title":{"rendered":"BI\u30c4\u30fc\u30eb\u307e\u3068\u3081"},"content":{"rendered":"\n
\u88fd\u54c1\u540d<\/strong><\/td>\u30ab\u30c6\u30b4\u30ea<\/strong><\/td>\u30c7\u30fc\u30bf\u4fdd\u5b58\u5148<\/strong><\/td>NLQ (\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea) \u6a5f\u80fd<\/strong><\/td>\u30e1\u30c8\u30ea\u30af\u30b9\uff08\u6307\u6a19\uff09\u306e\u30b3\u30fc\u30c9\u7ba1\u7406<\/strong><\/td><\/tr><\/thead>
Power BI<\/strong><\/td>BI\u30c4\u30fc\u30eb<\/td>\u5916\u90e8DWH\/Datalake\u3001\u307e\u305f\u306f\u30ed\u30fc\u30ab\u30eb\u30a4\u30f3\u30e1\u30e2\u30ea (xVelocity)<\/td>\u53ef\u80fd<\/strong> (Q&A\u6a5f\u80fd\/Copilot)<\/td>DAX<\/strong>\u306b\u3088\u308b\u5b9a\u7fa9\u3068\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u7d71\u5408<\/td><\/tr>
Tableau<\/strong><\/td>BI\u30c4\u30fc\u30eb<\/td>\u5916\u90e8DWH\/Datalake\u3001\u307e\u305f\u306f\u30ed\u30fc\u30ab\u30eb\u30a4\u30f3\u30e1\u30e2\u30ea (Hyper)<\/td>\u53ef\u80fd<\/strong> (Tableau GPT)<\/td>\u5916\u90e8\u30c4\u30fc\u30eb (Looker\/AtScale) \u306b\u4f9d\u5b58\u3001\u307e\u305f\u306f\u624b\u52d5<\/td><\/tr>
Looker<\/strong><\/td>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afBI<\/td>\u5916\u90e8DWH\u304c\u5fc5\u9808<\/strong><\/td>\u53ef\u80fd<\/strong> (Search\u6a5f\u80fd)<\/td>LookML<\/strong>\u306b\u3088\u308b\u30b3\u30fc\u30c9\u7ba1\u7406 (\u30b3\u30a2\u6a5f\u80fd)<\/strong><\/td><\/tr>
AtScale<\/strong><\/td>\u4eee\u60f3OLAP\/\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc<\/td>\u5916\u90e8DWH\u304c\u5fc5\u9808<\/strong><\/td>\u53ef\u80fd<\/strong> (BI\u30c4\u30fc\u30eb\u7d4c\u7531)<\/td>\u72ec\u81ea\u306e\u4eee\u60f3\u30ad\u30e5\u30fc\u30d6<\/strong>\u306b\u3088\u308b\u5b9a\u7fa9<\/td><\/tr>
dbt Semantic Layer<\/strong><\/td>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc<\/td>\u5916\u90e8DWH\u304c\u5fc5\u9808<\/strong><\/td>\u53ef\u80fd<\/strong> (\u9023\u643aBI\u30c4\u30fc\u30eb\u7d4c\u7531)<\/td>dbt Metrics<\/strong>\u306b\u3088\u308b\u30b3\u30fc\u30c9\u7ba1\u7406<\/td><\/tr>
Snowflake Cortex Analyst + Semantic View<\/strong><\/td>DWH\u30cd\u30a4\u30c6\u30a3\u30d6\u6a5f\u80fd<\/td>Snowflake\u5185\u90e8\u30b9\u30c8\u30ec\u30fc\u30b8<\/td>\u53ef\u80fd<\/strong> (Cortex Analyst)<\/td>Metric Store<\/strong>\u306b\u3088\u308b\u30b3\u30fc\u30c9\u7ba1\u7406 (\u6700\u65b0\u6a5f\u80fd)<\/td><\/tr>
AWS QuickSight<\/strong><\/td>BI\u30c4\u30fc\u30eb<\/td>\u5916\u90e8AWS DWH\/Datalake\u3001\u307e\u305f\u306fSPICE\u30a4\u30f3\u30e1\u30e2\u30ea<\/td>\u53ef\u80fd<\/strong> (Amazon Q in QuickSight)<\/td>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4f5c\u6210\u6642\u306b\u5b9a\u7fa9<\/td><\/tr>
Cube<\/strong><\/td>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc<\/td>\u5916\u90e8DWH\u304c\u5fc5\u9808<\/strong><\/td>\u53ef\u80fd<\/strong> (BI\u30c4\u30fc\u30eb\u7d4c\u7531)<\/td>Cube.js<\/strong>\u306b\u3088\u308b\u30b3\u30fc\u30c9\u7ba1\u7406<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u88dc\u8db3\u89e3\u8aac\uff1a\u30ab\u30c6\u30b4\u30ea\u3068\u5f79\u5272\u306e\u9055\u3044<\/h2>\n\n\n\n

1. BI\u30c4\u30fc\u30eb (Power BI, Tableau, QuickSight)<\/h3>\n\n\n\n
    \n
  • \u5f79\u5272:<\/strong> \u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/strong>\u3068\u63a2\u7d22<\/strong>\uff08\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\uff09\u3002<\/li>\n\n\n\n
  • \u7279\u5fb4:<\/strong> \u30c7\u30fc\u30bf\u3092\u3069\u3053\u304b\u3089\u53d6\u5f97\u3059\u308b\u304b\uff08DWH\u76f4\u7d50\u304b\u3001\u30a4\u30f3\u30e1\u30e2\u30ea\u306b\u30b3\u30d4\u30fc\u304b\uff09\u3092\u9078\u3079\u308b\u67d4\u8edf\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u65b0\u6a5f\u80fd\u3068\u3057\u3066\u3001AI\uff08GPT\u3084Q\uff09\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3001\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u30af\u30a8\u30ea\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

    2. \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc (Looker, AtScale, dbt, Cube)<\/h3>\n\n\n\n
      \n
    • \u5f79\u5272:<\/strong> \u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9<\/strong>\u3068\u4e00\u8cab\u6027\u306e\u4fdd\u8a3c<\/strong>\uff08\u4e2d\u9593\u5c64\uff09\u3002<\/li>\n\n\n\n
    • \u7279\u5fb4:<\/strong> \u5e38\u306b\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08DWH\uff09\u304c\u5fc5\u8981<\/strong>\u3067\u3059\u3002\u3053\u306e\u5c64\u3067\u300c\u58f2\u4e0a\u300d\u3084\u300c\u5229\u76ca\u7387\u300d\u3068\u3044\u3063\u305f\u30d3\u30b8\u30cd\u30b9\u6307\u6a19\u3092\u30b3\u30fc\u30c9\u3067\u4e00\u5143\u7684\u306b\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u3001\u3069\u306eBI\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3082\u540c\u3058\u7d50\u679c\u304c\u51fa\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

      3. DWH\u30cd\u30a4\u30c6\u30a3\u30d6\u6a5f\u80fd (Snowflake\u306e\u6700\u65b0\u6a5f\u80fd)<\/h3>\n\n\n\n
        \n
      • \u5f79\u5272:<\/strong> \u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08DWH\uff09\u81ea\u4f53\u304c\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3060\u3051\u3067\u306a\u304f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306e\u5f79\u5272\u3082\u53d6\u308a\u8fbc\u3080\u3002<\/li>\n\n\n\n
      • \u7279\u5fb4:<\/strong> \u5916\u90e8\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001DWH\u5185\u90e8\u3067\u6307\u6a19\u306e\u5b9a\u7fa9\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u305d\u3057\u3066AI\u5206\u6790\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u884c\u3048\u308b\u74b0\u5883\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

        \u88fd\u54c1\u540d \u30ab\u30c6\u30b4\u30ea \u30c7\u30fc\u30bf\u4fdd\u5b58\u5148 NLQ (\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea) \u6a5f\u80fd \u30e1\u30c8\u30ea\u30af\u30b9\uff08\u6307\u6a19\uff09\u306e\u30b3\u30fc\u30c9\u7ba1\u7406 Power BI BI\u30c4\u30fc\u30eb \u5916\u90e8DWH\/Datalake\u3001\u307e\u305f\u306f\u30ed\u30fc\u30ab\u30eb\u30a4\u30f3\u30e1\u30e2\u30ea (xVelocity) \u53ef\u80fd (Q<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jin_ogp_image_url":"","_jin_last_featured_id":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3121","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/posts\/3121","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agile-software.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3121"}],"version-history":[{"count":1,"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/posts\/3121\/revisions"}],"predecessor-version":[{"id":3123,"href":"https:\/\/agile-software.net\/index.php?rest_route=\/wp\/v2\/posts\/3121\/revisions\/3123"}],"wp:attachment":[{"href":"https:\/\/agile-software.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3121"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/agile-software.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3121"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/agile-software.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3121"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}