{"id":6189,"date":"2025-01-14T10:38:41","date_gmt":"2025-01-14T01:38:41","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6189"},"modified":"2026-09-30T16:39:08","modified_gmt":"2026-09-30T07:39:08","slug":"dataops_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/dataops_glossary\/","title":{"rendered":"DataOps\u3068\u306f\uff1f\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u7d44\u7e54\u3092\u5b9f\u73fe\u3059\u308b\u4ed5\u7d44\u307f\u30682026\u5e74\u6700\u65b0\u52d5\u5411"},"content":{"rendered":"\n

DataOps\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u52a0\u5de5\u30fb\u5206\u6790\u30fb\u63d0\u4f9b\u30fb\u904b\u7528\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3057\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u4fe1\u983c\u6027\u3092\u4fdd\u3061\u306a\u304c\u3089\u8fc5\u901f\u306b\u4fa1\u5024\u3092\u5c4a\u3051\u308b\u305f\u3081\u306e\u8003\u3048\u65b9\u3067\u3059\u3002DevOps\u3068\u306e\u9055\u3044\u3001\u30e1\u30ea\u30c3\u30c8\u3001\u5c0e\u5165\u65b9\u6cd5\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30fbAI\u3068\u306e\u95a2\u4fc2\u30012026\u5e74\u306e\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u307e\u3067\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b\uff1aDataOps\u3068\u306f\uff1f\u306a\u305c\u4eca\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b<\/h2>\n

DataOps\uff08\u30c7\u30fc\u30bf\u30aa\u30d7\u30b9\uff09\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3084\u5206\u6790\u3001\u904b\u7528\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u306a\u3069\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3001DevOps\u306e\u81ea\u52d5\u5316\u30fb\u7d99\u7d9a\u7684\u6539\u5584\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u8003\u3048\u65b9\u3092\u53d6\u308a\u5165\u308c\u3001\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u7d99\u7d9a\u7684\u306b\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e\u5b9f\u8df5\u65b9\u6cd5<\/strong>\u3067\u3059\u3002<\/p>\n

IBM\u306fDataOps\u3092\u3001\u30c7\u30fc\u30bf\u63d0\u4f9b\u306e\u9ad8\u901f\u5316\u3001\u54c1\u8cea\u7dad\u6301\u3001\u30c1\u30fc\u30e0\u9593\u306e\u9023\u643a\u3092\u76ee\u7684\u3068\u3057\u305f\u5354\u8abf\u7684\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u624b\u6cd5\u3068\u4f4d\u7f6e\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u81ea\u52d5\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u30c6\u30b9\u30c8\u3084\u76e3\u8996\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u5316\u307e\u3067\u542b\u3080\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n

\u80cc\u666f\u306b\u3042\u308b\u306e\u306f\u3001\u4f01\u696d\u304c\u6271\u3046\u30c7\u30fc\u30bf\u306e\u6025\u5897\u3068\u8907\u96d1\u5316\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3084\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3060\u3051\u3067\u306a\u304f\u3001SaaS\u3001IoT\u3001\u30ed\u30b0\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3001\u751f\u6210AI\u5411\u3051\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306a\u3069\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306f\u6025\u901f\u306b\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3055\u3089\u306b2026\u5e74\u306b\u306f\u3001\u751f\u6210AI\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f01\u696d\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307e\u308c\u59cb\u3081\u3066\u3044\u307e\u3059\u3002AI\u304c\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u306b\u8aa4\u308a\u304c\u3042\u308c\u3070\u3001\u5206\u6790\u7d50\u679c\u3060\u3051\u3067\u306a\u304fAI\u306b\u3088\u308b\u5224\u65ad\u3084\u696d\u52d9\u81ea\u52d5\u5316\u306b\u3082\u5f71\u97ff\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u73fe\u5728\u306eDataOps\u3067\u306f\u3001\u5358\u306a\u308b\u300c\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u9ad8\u901f\u5316\u300d\u3088\u308a\u3082\u3001AI\u304c\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u3069\u3046\u7d99\u7d9a\u7684\u306b\u904b\u7528\u3059\u308b\u304b<\/strong>\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

<\/p>\n

DataOps\u3068DevOps\u306e\u9055\u3044<\/h2>\n

DataOps\u306fDevOps\u304b\u3089\u5f37\u3044\u5f71\u97ff\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002\u3069\u3061\u3089\u3082\u81ea\u52d5\u5316\u3001\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u76e3\u8996\u3001\u30c1\u30fc\u30e0\u9593\u9023\u643a\u3092\u91cd\u8996\u3057\u307e\u3059\u3002<\/p>\n

\u305f\u3060\u3057\u3001\u6271\u3046\u5bfe\u8c61\u306b\u306f\u5927\u304d\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002DevOps\u306e\u4e2d\u5fc3\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30b3\u30fc\u30c9\u3067\u3059\u304c\u3001DataOps\u3067\u306f\u30b3\u30fc\u30c9\u306b\u52a0\u3048\u3066\u3001\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u3001\u30c7\u30fc\u30bf\u30b9\u30ad\u30fc\u30de\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u54c1\u8cea\u3001\u6a29\u9650\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306a\u3069\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n

\u305f\u3068\u3048\u3070\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066\u30c6\u30b9\u30c8\u3092\u901a\u904e\u3059\u308c\u3070\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3067\u306f\u3001\u4e0a\u6d41\u30b7\u30b9\u30c6\u30e0\u306e\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u3084\u6b20\u640d\u3001\u91cd\u8907\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u6025\u5909\u306a\u3069\u306b\u3088\u3063\u3066\u3001\u30b3\u30fc\u30c9\u81ea\u4f53\u3092\u5909\u66f4\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u51e6\u7406\u7d50\u679c\u304c\u58ca\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u305d\u306e\u305f\u3081DataOps\u3067\u306f\u3001\u300c\u30b3\u30fc\u30c9\u304c\u6b63\u3057\u3044\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u30c7\u30fc\u30bf\u304c\u6b63\u3057\u3044\u304b\u300d\u307e\u3067\u7d99\u7d9a\u7684\u306b\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

<\/p>\n

<\/p>\n

DataOps\u306e\u57fa\u672c\u30d7\u30ed\u30bb\u30b9<\/h2>\n

DataOps\u306f\u7279\u5b9a\u306e\u88fd\u54c1\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n

\u307e\u305a\u30c7\u30fc\u30bf\u3092\u5404\u7a2e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53ce\u96c6\u3057\u307e\u3059\u3002\u5f93\u6765\u578b\u306eETL\u3060\u3051\u3067\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9DWH\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3001ELT\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u6b21\u306b\u30c7\u30fc\u30bf\u3092\u5909\u63db\u30fb\u7d71\u5408\u3057\u3001\u5206\u6790\u3084AI\u304c\u5229\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001SQL\u3084\u5909\u63db\u51e6\u7406\u3092\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3057\u3001\u81ea\u52d5\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u3055\u3089\u306b\u672c\u756a\u74b0\u5883\u3067\u306f\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u6210\u529f\u30fb\u5931\u6557\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u3001\u9045\u5ef6\u3001\u4ef6\u6570\u306e\u7570\u5e38\u3001\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u306a\u3069\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u30c7\u30fc\u30bf\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3<\/strong>\u3067\u3059\u3002<\/p>\n

\u6700\u5f8c\u306b\u3001\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306f\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3066\u4fee\u6b63\u3057\u3001\u518d\u767a\u9632\u6b62\u306b\u3064\u306a\u3052\u307e\u3059\u3002\u3053\u306e\u300c\u958b\u767a\u2192\u30c6\u30b9\u30c8\u2192\u904b\u7528\u2192\u76e3\u8996\u2192\u6539\u5584\u300d\u3068\u3044\u3046\u5faa\u74b0\u3092\u81ea\u52d5\u5316\u30fb\u6a19\u6e96\u5316\u3059\u308b\u3053\u3068\u304cDataOps\u306e\u672c\u8cea\u3067\u3059\u3002<\/p>\n

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<\/b><\/p>\n

<\/p>\n

2026\u5e74\u306eDataOps\u6700\u65b0\u30c8\u30ec\u30f3\u30c9<\/h2>\n

AI\u6642\u4ee3\u306b\u300c\u30c7\u30fc\u30bf\u54c1\u8cea\u300d\u304c\u3055\u3089\u306b\u91cd\u8981\u306b<\/strong><\/p>\n

2026\u5e74\u306eDataOps\u3092\u8a9e\u308b\u3046\u3048\u3067\u3001\u6700\u3082\u91cd\u8981\u306a\u30c6\u30fc\u30de\u306e\u4e00\u3064\u304c\u30c7\u30fc\u30bf\u54c1\u8cea\u3067\u3059\u3002<\/p>\n

dbt Labs\u306e2026\u5e74\u8abf\u67fb\u3067\u306f\u3001\u56de\u7b54\u8005\u306e72\uff05\u304cAI\u652f\u63f4\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3067\u91cd\u8996\u3057\u3066\u3044\u308b\u4e00\u65b9\u300171\uff05\u304c\u8aa4\u3063\u305f\u30c7\u30fc\u30bf\u3084\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u7531\u6765\u306e\u60c5\u5831\u304c\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306b\u5c4a\u304f\u3053\u3068\u3092\u61f8\u5ff5\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u3078\u306e\u4fe1\u983c\u3092\u91cd\u8996\u3059\u308b\u5272\u5408\u3082\u524d\u5e74\u306e66\uff05\u304b\u308983\uff05\u3078\u4e0a\u6607\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3053\u308c\u306fAI\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u901f\u5ea6\u304c\u4e0a\u304c\u308b\u307b\u3069\u3001\u54c1\u8cea\u7ba1\u7406\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u5f37\u5316\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3064\u307e\u308a\u73fe\u5728\u306eDataOps\u3067\u306f\u3001\u300c\u901f\u304f\u30c7\u30fc\u30bf\u3092\u5c4a\u3051\u308b\u300d\u3053\u3068\u3068\u300c\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u3092\u5c4a\u3051\u308b\u300d\u3053\u3068\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3059\u308b<\/strong>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306e\u9ad8\u5ea6\u5316<\/strong><\/p>\n

\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u8907\u96d1\u306b\u306a\u308b\u307b\u3069\u3001\u969c\u5bb3\u3092\u5358\u7d14\u306a\u300c\u51e6\u7406\u6210\u529f\u30fb\u5931\u6557\u300d\u3060\u3051\u3067\u306f\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n

\u305d\u3053\u3067\u3001\u30c7\u30fc\u30bf\u306e\u9bae\u5ea6\u3001\u5b8c\u5168\u6027\u3001\u5206\u5e03\u3001\u30b9\u30ad\u30fc\u30de\u3001\u4f9d\u5b58\u95a2\u4fc2\u3001\u30ea\u30cd\u30fc\u30b8\u306a\u3069\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3059\u308b\u30c7\u30fc\u30bf\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

IBM\u3082DataOps\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3092\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3084\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u72b6\u614b\u3092\u628a\u63e1\u3057\u3001\u554f\u984c\u3092\u65e9\u671f\u767a\u898b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n

DataOps\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u878d\u5408<\/strong><\/p>\n

2026\u5e74\u306b\u306fDataOps\u305d\u306e\u3082\u306e\u306b\u3082AI\u304c\u5165\u308a\u59cb\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n

Gartner\u306f2026\u5e74\u306e\u30c7\u30fc\u30bf\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u3057\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u305f\u300cAgentic Data Management\u300d\u3092\u6319\u3052\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u7ba1\u7406\u696d\u52d9\u306bAI\u3092\u7d44\u307f\u8fbc\u307f\u3001\u7570\u5e38\u691c\u77e5\u3084\u30d1\u30bf\u30fc\u30f3\u767a\u898b\u3001\u6539\u5584\u63d0\u6848\u306a\u3069\u3092\u81ea\u52d5\u5316\u3059\u308b\u65b9\u5411\u3067\u3059\u3002<\/p>\n

\u3055\u3089\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3067\u306f\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u64cd\u4f5c\u5c65\u6b74\u3001\u76e3\u67fb\u53ef\u80fd\u6027\u3001\u5229\u7528\u76ee\u7684\u306a\u3069\u3082\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u305d\u306e\u305f\u3081\u4eca\u5f8c\u306eDataOps\u306f\u3001\u4eba\u9593\u304c\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u76e3\u8996\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001AI\u304c\u30c7\u30fc\u30bf\u904b\u7528\u3092\u652f\u63f4\u3057\u3001\u305d\u306eAI\u81ea\u8eab\u3082\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5bfe\u8c61\u306b\u306a\u308b<\/strong>\u3068\u3044\u3046\u69cb\u9020\u3078\u5909\u5316\u3057\u3066\u3044\u304f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3078\u306e\u5bfe\u5fdc<\/strong><\/p>\n

\u5f93\u6765\u306eDataOps\u3067\u306f\u3001\u65e5\u6b21\u3084\u6642\u9593\u5358\u4f4d\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u304c\u4e2d\u5fc3\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001IoT\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e0d\u6b63\u691c\u77e5\u306a\u3069\u3067\u306f\u3001\u3088\u308a\u4f4e\u9045\u5ef6\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

Gartner\u306f2026\u5e74\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528\u62e1\u5927\u306b\u4f34\u3063\u3066\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u304c\u91cd\u8981\u306b\u306a\u308b\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u4eca\u5f8c\u306f\u30d0\u30c3\u30c1\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3060\u3051\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u51e6\u7406\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u300c\u5f8c\u4ed8\u3051\u300d\u3057\u306a\u3044<\/strong><\/p>\n

AI\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u62e1\u5927\u3059\u308b\u3068\u3001\u500b\u4eba\u60c5\u5831\u3001\u6a5f\u5bc6\u60c5\u5831\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u30c7\u30fc\u30bf\u5229\u7528\u76ee\u7684\u306a\u3069\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

2026\u5e74\u306eDataOps\u3067\u306f\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6700\u5f8c\u306b\u8ffd\u52a0\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u8a2d\u8a08\u6bb5\u968e\u304b\u3089\u7d44\u307f\u8fbc\u3080\u300cGovernance by Design\u300d\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u7279\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30c7\u30fc\u30bf\u3084\u30c4\u30fc\u30eb\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u300c\u8ab0\u304c\u300d\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3078\u300d\u300c\u4f55\u306e\u76ee\u7684\u3067\u300d\u300c\u3069\u306e\u64cd\u4f5c\u3092\u884c\u3063\u305f\u304b\u300d\u3092\u8ffd\u8de1\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n

<\/p>\n

DataOps\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n

DataOps\u3092\u5c0e\u5165\u3059\u308b\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3078\u5909\u63db\u3059\u308b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3057\u306a\u304c\u3089\u3001\u54c1\u8cea\u3092\u7dad\u6301\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u81ea\u52d5\u30c6\u30b9\u30c8\u3084\u76e3\u8996\u306b\u3088\u3063\u3066\u969c\u5bb3\u3092\u65e9\u671f\u767a\u898b\u3067\u304d\u308c\u3070\u3001\u5206\u6790\u62c5\u5f53\u8005\u304c\u624b\u4f5c\u696d\u3067\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u6642\u9593\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u304c\u5171\u901a\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u9023\u643a\u3067\u304d\u308b\u305f\u3081\u3001\u5c5e\u4eba\u5316\u3084\u90e8\u9580\u9593\u306e\u8a8d\u8b58\u5dee\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u30ea\u30cd\u30fc\u30b8\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u4e00\u4f53\u7684\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001AI\u3084BI\u306a\u3069\u306e\u30c7\u30fc\u30bf\u5229\u7528\u8005\u304c\u300c\u3053\u306e\u30c7\u30fc\u30bf\u3092\u4fe1\u7528\u3057\u3066\u3088\u3044\u306e\u304b\u300d\u3092\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n

<\/p>\n

DataOps\u5c0e\u5165\u3067\u6ce8\u610f\u3059\u3079\u304d\u8ab2\u984c<\/h2>\n

\u4e00\u65b9\u3001DataOps\u306f\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3060\u3051\u3067\u306f\u6210\u529f\u3057\u307e\u305b\u3093\u3002<\/p>\n

\u6700\u5927\u306e\u8ab2\u984c\u306e\u4e00\u3064\u306f\u3001\u65e2\u5b58\u306e\u7d44\u7e54\u69cb\u9020\u3068\u306e\u30ae\u30e3\u30c3\u30d7\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3060\u3051\u3067\u5b8c\u7d50\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5206\u6790\u3001\u696d\u52d9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u306a\u3069\u306e\u95a2\u4fc2\u8005\u3092\u5dfb\u304d\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u307e\u305f\u3001\u3059\u3079\u3066\u3092\u81ea\u52d5\u5316\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u304b\u3048\u3063\u3066\u8907\u96d1\u306a\u4ed5\u7d44\u307f\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u4e0a\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u52b9\u679c\u306e\u9ad8\u3044\u90e8\u5206\u304b\u3089\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u30eb\u30fc\u30eb\u3084\u8cac\u4efb\u8005\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3082\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u305b\u3093\u30022026\u5e74\u306edbt Labs\u8abf\u67fb\u3067\u3082\u300141\uff05\u304c\u30c7\u30fc\u30bf\u6240\u6709\u6a29\u306e\u66d6\u6627\u3055\u3092\u8ab2\u984c\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n

<\/p>\n

DataOps\u3092\u6210\u529f\u3055\u305b\u308b\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/h2>\n

DataOps\u3092\u59cb\u3081\u308b\u969b\u306f\u3001\u307e\u305a\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4e00\u3064\u9078\u3073\u3001\u73fe\u72b6\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n

\u6b21\u306b\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3064\u3044\u3066\u300c\u6b20\u640d\u7387\u300d\u300c\u9045\u5ef6\u300d\u300c\u4ef6\u6570\u300d\u300c\u91cd\u8907\u300d\u306a\u3069\u5177\u4f53\u7684\u306a\u30eb\u30fc\u30eb\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001Git\u306a\u3069\u306b\u3088\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u81ea\u52d5\u30c6\u30b9\u30c8\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n

\u540c\u6642\u306b\u3001\u30c7\u30fc\u30bf\u30aa\u30fc\u30ca\u30fc\u3084\u7ba1\u7406\u8cac\u4efb\u8005\u3092\u660e\u78ba\u306b\u3057\u3001\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3084\u30ea\u30cd\u30fc\u30b8\u306b\u3088\u3063\u3066\u300c\u3069\u306e\u30c7\u30fc\u30bf\u304c\u3001\u3069\u3053\u304b\u3089\u6765\u3066\u3001\u8ab0\u304c\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u304b\u300d\u3092\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u6700\u521d\u304b\u3089\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u5206\u6790\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u6210\u679c\u3092\u78ba\u8a8d\u3057\u3001\u6a19\u6e96\u5316\u3057\u3066\u3044\u304f\u65b9\u6cd5\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n

<\/p>\n

DataOps\u306e\u672a\u6765\uff1aAI\u6642\u4ee3\u306e\u300c\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u57fa\u76e4\u300d\u3078<\/h2>\n

DataOps\u306f\u3001\u5358\u306a\u308b\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u904b\u7528\u624b\u6cd5\u304b\u3089\u3001AI\u6642\u4ee3\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u652f\u3048\u308b\u5305\u62ec\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3078\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u7279\u306b\u4eca\u5f8c\u306f\u3001DataOps\u3001MLOps\u3001LLMOps\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u304c\u76f8\u4e92\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u30022026\u5e74\u306e\u7814\u7a76\u3067\u3082\u3001AI\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30b3\u30fc\u30c9\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3084\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a\u3001\u8a55\u4fa1\u3001\u76e3\u8996\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u542b\u3081\u305f\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u304c\u91cd\u8981\u306b\u306a\u308b\u3068\u8ad6\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

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2026\u5e74\u4ee5\u964d\u306eDataOps\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u306f\u3001\u5358\u7d14\u306a\u300c\u9ad8\u901f\u5316\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u3084\u4eba\u9593\u304c\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u3001\u54c1\u8cea\u30fb\u610f\u5473\u30fb\u6a29\u9650\u30fb\u5c65\u6b74\u307e\u3067\u7ba1\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u3001\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u5c4a\u3051\u308b\u80fd\u529b<\/strong>\u3067\u3059\u3002<\/p>\n

<\/p>\n

<\/p>\n\n\n

\u307e\u3068\u3081<\/h2>\n\n\n\n

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2026\u5e74\u73fe\u5728\u3001\u305d\u306e\u91cd\u8981\u6027\u306fAI\u306e\u666e\u53ca\u306b\u3088\u3063\u3066\u3055\u3089\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002AI\u304c\u9ad8\u5ea6\u306b\u306a\u308b\u307b\u3069\u3001AI\u304c\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3001\u9bae\u5ea6\u3001\u610f\u5473\u3001\u6a29\u9650\u3001\u30ea\u30cd\u30fc\u30b8\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n

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