{"id":8992,"date":"2026-06-21T13:32:13","date_gmt":"2026-06-21T04:32:13","guid":{"rendered":"https:\/\/since2020.jp\/media\/?p=8992"},"modified":"2026-06-21T13:32:14","modified_gmt":"2026-06-21T04:32:14","slug":"mlops-to-agentops-trustworthy-agents","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/mlops-to-agentops-trustworthy-agents\/","title":{"rendered":"\u300c\u30c7\u30e2\u306f\u4e00\u5ea6\u52d5\u3051\u3070\u3044\u3044\u3002\u672c\u756a\u306f\u6bce\u56de\u554f\u308f\u308c\u308b\u300d\u2014\u2014Air Canada\u306e\u6559\u8a13\u304b\u3089\u59cb\u3081\u308bAgentOps"},"content":{"rendered":"\n<p>Data + AI Summit 2026\u3002Databricks \u306e\u30b7\u30cb\u30a2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8 Pavithra Rao \u6c0f\u306e\u30bb\u30c3\u30b7\u30e7\u30f3 <strong>\u300cFrom MLOps to AgentOps\u300d<\/strong> \u306f\u3001\u3072\u3068\u3064\u306e\u5b9f\u8a71\u304b\u3089\u59cb\u307e\u3063\u305f\u3002<strong>\u30c7\u30e2\u3067\u611f\u5fc3\u3055\u305b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3001\u672c\u756a\u3067\u983c\u308c\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9593\u306b\u306f\u3001\u6df1\u3044\u8c37\u304c\u3042\u308b<\/strong>\u3002\u305d\u306e\u8c37\u3092\u3001\u7d44\u7e54\u306f\u3069\u3046\u57cb\u3081\u308b\u306e\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u7a3f\u3067\u306f\u3001\u305d\u306e\u8c37\u306e\u6b63\u4f53\uff08MLOps\u2192LLMOps\u2192AgentOps\u306e\u65ad\u7d76\uff09\u3068\u3001\u4fe1\u983c\u3067\u304d\u308b\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u51fa\u8377\u3059\u308b\u305f\u3081\u306e<strong>4\u3064\u306e\u610f\u601d\u6c7a\u5b9a<\/strong>\u2014\u2014\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u8a55\u4fa1\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u6607\u683c\u2014\u2014\u3092\u3001\u30c7\u30e2\u3068\u3068\u3082\u306b\u8ffd\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5225\u306e\u6cd5\u4eba\u683c\u3067\u3059\u300d\u2014\u2014\u3042\u308b\u822a\u7a7a\u4f1a\u793e\u304c\u6557\u308c\u305f\u65e5<\/h2>\n\n\n\n<p>\u7956\u6bcd\u3092\u4ea1\u304f\u3057\u305f\u7537\u6027\u304c\u3001\u822a\u7a7a\u4f1a\u793e\u306e\u30b5\u30a4\u30c8\u3067\u30d5\u30e9\u30a4\u30c8\u3092\u4e88\u7d04\u3057\u3088\u3046\u3068\u3057\u305f\u3002AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u300c\u5fcc\u5f15\u304d\u306e\u6255\u3044\u623b\u3057\u30dd\u30ea\u30b7\u30fc\u306f\u3042\u308b\u304b\u300d\u3068\u5c0b\u306d\u308b\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u81ea\u4fe1\u305f\u3063\u3077\u308a\u306b\u300c\u307e\u305a\u5168\u984d\u6255\u3063\u3066\u300190\u65e5\u4ee5\u5185\u306b\u6255\u3044\u623b\u3057\u3092\u7533\u8acb\u3059\u308c\u3070\u3088\u3044\u300d\u3068\u7b54\u3048\u305f\u3002\u3060\u304c\u5b9f\u969b\u306b\u7533\u8acb\u3059\u308b\u3068\u3001\u822a\u7a7a\u4f1a\u793e\u306f\u300c\u305d\u3093\u306a\u30dd\u30ea\u30b7\u30fc\u306f\u5b58\u5728\u3057\u306a\u3044\u300d\u3068\u7a81\u3063\u3071\u306d\u308b\u3002\u88c1\u5224\u3067\u822a\u7a7a\u4f1a\u793e\u306f\u3001<strong>\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5225\u500b\u306e\u6cd5\u4eba\u683c\u3067\u3042\u308a\u3001\u5f53\u793e\u306f\u8cac\u4efb\u3092\u8ca0\u308f\u306a\u3044\u300d<\/strong>\u3068\u307e\u3067\u4e3b\u5f35\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7d50\u672b\u306f\u3054\u5b58\u3058\u306e\u901a\u308a\u30022024\u5e742\u6708\u3001\u5be9\u5224\u6240\u306f Air Canada \u306b\u6255\u3044\u623b\u3057\u306e\u5c65\u884c\u3092\u547d\u3058\u305f\u3002\u6559\u8a13\u306f\u91cd\u3044\u3002<strong>\u81ea\u793e\u306e\u30b5\u30a4\u30c8\u306b\u7f6e\u3044\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5fdc\u7b54\u3092\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3067\u88cf\u66f8\u304d\u3067\u304d\u306a\u3044\u306a\u3089\u3001\u305d\u306e\u72b6\u614b\u3067\u672c\u756a\u306b\u51fa\u3057\u3066\u306f\u3044\u3051\u306a\u3044<\/strong>\u3002\u5931\u3046\u4ee3\u511f\u306f\u3001\u304a\u91d1\u3060\u3051\u3067\u306f\u306a\u3044\u3002\u4fe1\u983c\u3068\u30d6\u30e9\u30f3\u30c9\u3060\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-1.jpg\" alt=\"\u300cAir Canada must honor refund policy invented by airline&#x27;s chatbot\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u201c\u767a\u660e\u201d\u3057\u305f\u6255\u3044\u623b\u3057\u30dd\u30ea\u30b7\u30fc\u3092\u5de1\u308a\u30012024\u5e742\u6708\u306b\u822a\u7a7a\u4f1a\u793e\u3078\u5c65\u884c\u304c\u547d\u3058\u3089\u308c\u305f\u30cb\u30e5\u30fc\u30b9\u3092\u5f15\u304f\" class=\"wp-image-8982\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-1.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-1-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-1-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cAir Canada must honor refund policy invented by airline&#x27;s chatbot\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u201c\u767a\u660e\u201d\u3057\u305f\u6255\u3044\u623b\u3057\u30dd\u30ea\u30b7\u30fc\u3092\u5de1\u308a\u30012024\u5e742\u6708\u306b\u822a\u7a7a\u4f1a\u793e\u3078\u5c65\u884c\u304c\u547d\u3058\u3089\u308c\u305f\u30cb\u30e5\u30fc\u30b9\u3092\u5f15\u304f<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b66\u3093\u3067\u304d\u305f\u30eb\u30fc\u30eb\u304c\u3001\u306a\u305c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u901a\u3058\u306a\u3044\u306e\u304b<\/h2>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u3053\u306e\u696d\u754c\u3067\u6271\u3063\u3066\u304d\u306612\u301c13\u5e74\u3002\u79c1\u305f\u3061\u306fML\u3092\u5341\u5206\u306b\u201c\u3057\u3064\u3051\u201d\u3066\u304d\u305f\u306f\u305a\u3060\u3002\u306a\u306e\u306b\u3001\u306a\u305c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30eb\u30fc\u30eb\u3092\u7834\u308b\u306e\u304b\u3002Pavithra \u6c0f\u306f\u3001\u904b\u7528\u306e\u9032\u5316\u30923\u3064\u306e\u6ce2\u3067\u8aac\u660e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>MLOps\uff082010\u5e74\u4ee3\uff09<\/strong>\u306f\u3001\u30c9\u30ea\u30d5\u30c8\u76e3\u8996\u30fb\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u306e\u898f\u5f8b\u3092\u304f\u308c\u305f\u3002<strong>\u3072\u3068\u3064\u306e\u5165\u529b\u306b\u3072\u3068\u3064\u306e\u51fa\u529b<\/strong>\u304c\u8fd4\u308b\u3001\u6c7a\u5b9a\u8ad6\u7684\u306a\u4e16\u754c\u3060\u3002<strong>LLMOps\uff082020\u5e74\u4ee3\u524d\u534a\uff09<\/strong>\u3067\u3082\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5358\u4e00\u547c\u3073\u51fa\u3057\u306a\u3089\u3001\u51fa\u529b\u306e\u5e45\u306f\u307e\u3060\u898b\u901a\u305b\u305f\u3002\u3068\u3053\u308d\u304c <strong>AgentOps\uff082024\u5e74\u4ee5\u964d\uff09<\/strong>\u306f\u3001\u3053\u308c\u3089\u306e\u30eb\u30fc\u30eb\u3092\u6839\u3053\u305d\u304e\u58ca\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u591a\u6570\u306e\u30c4\u30fc\u30eb\u3092\u6301\u3064LLM\u300d\u3067\u3042\u308a\u3001<strong>\u305d\u306e\u6319\u52d5\u306f\u4e88\u6e2c\u3067\u304d\u306a\u3044<\/strong>\u3002\u30c9\u30ea\u30d5\u30c8\u3092\u3069\u3046\u76e3\u8996\u3059\u308b\u304b\u3001\u6027\u80fd\u3092\u3069\u3046\u8ffd\u3046\u304b\u2014\u2014MLOps\u3067\u5b66\u3093\u3060\u624b\u6cd5\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u52b9\u304b\u306a\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-2.jpg\" alt=\"\u300cFrom MLOps to LLMOps to AgentOps\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002MLOps\uff082010\u5e74\u4ee3\uff09\uff0fLLMOps\uff082020\u5e74\u4ee3\u524d\u534a\uff09\uff0fAgentOps\uff082024\u5e74\u4ee5\u964d\uff09\u306e\u9032\u5316\u3092\u3001MLflow\u30fbDelta Lake\u30fbFeature Store\u30fbModel Serving\u30fbAI Search\u3068\u3044\u3063\u305f\u69cb\u6210\u8981\u7d20\u3068\u3068\u3082\u306b\u5bfe\u6bd4\u3059\u308b\" class=\"wp-image-8983\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-2.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-2-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-2-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cFrom MLOps to LLMOps to AgentOps\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002MLOps\uff082010\u5e74\u4ee3\uff09\uff0fLLMOps\uff082020\u5e74\u4ee3\u524d\u534a\uff09\uff0fAgentOps\uff082024\u5e74\u4ee5\u964d\uff09\u306e\u9032\u5316\u3092\u3001MLflow\u30fbDelta Lake\u30fbFeature Store\u30fbModel Serving\u30fbAI Search\u3068\u3044\u3063\u305f\u69cb\u6210\u8981\u7d20\u3068\u3068\u3082\u306b\u5bfe\u6bd4\u3059\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u30e2\u30c7\u30eb\u300d\u3067\u306f\u306a\u304f\u300c\u52d5\u304f\u30b7\u30b9\u30c6\u30e0\u300d\u3060<\/h2>\n\n\n\n<p>\u306a\u305c\u4e88\u6e2c\u3067\u304d\u306a\u3044\u306e\u304b\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5358\u306a\u308b\u30e2\u30c7\u30eb\u3067\u306f\u306a\u3044\u304b\u3089\u3060\u3002Pavithra \u6c0f\u306f\u3001LLM + \u30d7\u30ed\u30f3\u30d7\u30c8\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3044\u3046<strong>4\u3064\u306e\u30d1\u30bf\u30fc\u30f3<\/strong>\u3092\u3001\u8907\u96d1\u5ea6\u306e\u968e\u6bb5\u3068\u3057\u3066\u4e26\u3079\u305f\u3002Q&amp;A\u304b\u3089\u6587\u66f8\u691c\u7d22\u3001\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u2014\u2014\u4e0a\u304c\u308b\u307b\u3069\u3001\u81ea\u5f8b\u6027\u3068\u3068\u3082\u306b\u4e0d\u78ba\u5b9f\u6027\u304c\u5897\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4eba\u4f53\u306b\u305f\u3068\u3048\u308b\u306a\u3089\u3001<strong>LLM\u306f\u300c\u8133\u300d<\/strong>\u3067\u63a8\u8ad6\u3092\u62c5\u3046\u3002\u3060\u304c\u5b9f\u969b\u306b\u884c\u52d5\u3059\u308b\u306e\u306f\u3001<strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30e1\u30e2\u30ea\u30fb\u30c4\u30fc\u30eb\u3068\u3044\u3046\u300c\u4f53\u306e\u5404\u90e8\u300d<\/strong>\u3060\u3002\u3060\u304b\u3089\u30aa\u30d7\u30b9\uff08\u904b\u7528\uff09\u306e\u5bfe\u8c61\u306f\u3001LLM\u5358\u4f53\u3067\u306f\u306a\u304f<strong>\u30cf\u30fc\u30cd\u30b9\u5168\u4f53<\/strong>\u306b\u306a\u308b\u3002LLM\u306e\u6319\u52d5\u3060\u3051\u773a\u3081\u3066\u300c\u3088\u3057\u672c\u756a\u3078\u300d\u3068\u306f\u3044\u304b\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6027\u8cea\u304b\u3089\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f3\u3064\u306e\u524d\u63d0\u3092\u58ca\u3059\u3002<strong>\u540c\u3058\u5165\u529b\u3067\u3082\u51fa\u529b\u304c\u5909\u308f\u308b<\/strong>\uff08\u3060\u304b\u3089\u4e00\u5ea6\u304d\u308a\u306e\u6587\u5b57\u5217\u4e00\u81f4\u30c6\u30b9\u30c8\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u56de\u30c6\u30b9\u30c8\u3059\u308b\uff09\u3002<strong>\u6587\u8108\u306b\u4f9d\u5b58\u3059\u308b<\/strong>\uff083\u30b9\u30c6\u30c3\u30d7\u4e0a\u6d41\u306e\u30c4\u30fc\u30eb\u3084MCP\uff08\u5916\u90e8\u30c4\u30fc\u30eb\u63a5\u7d9a\u306e\u6a19\u6e96\u898f\u683c\uff09\u3092\u5dee\u3057\u66ff\u3048\u308b\u3068\u3001\u632f\u308b\u821e\u3044\u304c\u5909\u308f\u308b\uff09\u3002\u305d\u3057\u3066\u6700\u5927\u306e\u96e3\u6240\u2014\u2014<strong>\u300c\u826f\u3044\u300d\u306f\u4e3b\u89b3\u7684<\/strong>\u3067\u3001\u4f55\u304c\u826f\u3044\u304b\u306f\u73fe\u5834\u306e\u5c02\u9580\u5bb6\uff08SME\uff09\u304c\u5b9a\u7fa9\u3059\u308b\u3057\u304b\u306a\u3044\u3002\u8a55\u4fa1\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u904b\u7528\u306e\u4e2d\u5fc3\u306b\u636e\u3048\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u7406\u7531\u304c\u3001\u3053\u3053\u306b\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-3.jpg\" alt=\"\u300cFrom a single model call to a system that acts\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002LLM\uff0b\u30d7\u30ed\u30f3\u30d7\u30c8\u2192RAG\u2192\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u2192\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3044\u30464\u30d1\u30bf\u30fc\u30f3\u3092\u3001\u8907\u96d1\u5ea6\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff08Q&amp;A\u30fb\u6587\u66f8\u691c\u7d22\u30fb\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u30fb\u8907\u96d1\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff09\u3067\u6bb5\u968e\u7684\u306b\u793a\u3059\" class=\"wp-image-8984\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-3.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-3-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-3-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cFrom a single model call to a system that acts\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002LLM\uff0b\u30d7\u30ed\u30f3\u30d7\u30c8\u2192RAG\u2192\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u2192\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3044\u30464\u30d1\u30bf\u30fc\u30f3\u3092\u3001\u8907\u96d1\u5ea6\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff08Q&amp;A\u30fb\u6587\u66f8\u691c\u7d22\u30fb\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u30fb\u8907\u96d1\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff09\u3067\u6bb5\u968e\u7684\u306b\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AgentOps\u306f\u30c1\u30fc\u30e0\u30b9\u30dd\u30fc\u30c4\u2014\u2014\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u524d\u306b\u96c6\u307e\u308b\u4eba\u3005<\/h2>\n\n\n\n<p>\u6280\u8853\u306e\u524d\u306b\u3001\u4eba\u304c\u3044\u308b\u3002Pavithra \u6c0f\u306f\u3001\u8907\u6570\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u9867\u5ba2\u3068\u4f5c\u3063\u305f\u30d6\u30eb\u30fc\u30d7\u30ea\u30f3\u30c8\u3068\u3057\u3066\u3001<strong>\u672c\u756a\u30ea\u30ea\u30fc\u30b9\u306e\u90e8\u5c4b\u306b\u5fc5\u8981\u306a\u9854\u3076\u308c<\/strong>\u3092\u6319\u3052\u305f\u3002\u8981\u4ef6\u3092\u63e1\u308b\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u30ea\u30b9\u30af\u3068ROI\uff08\u6295\u8cc7\u5bfe\u52b9\u679c\uff09\u3092\u898b\u308b\u30b9\u30dd\u30f3\u30b5\u30fc\uff08\u7d4c\u55b6\u5c64\uff09\u3001\u3082\u3061\u308d\u3093\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u305d\u3057\u3066\u898f\u5236\u696d\u754c\uff08\u3042\u308b\u3044\u306f\u9867\u5ba2\u30c7\u30fc\u30bf\u306b\u89e6\u308c\u308b\u6642\u70b9\u3067\uff09\u5fc5\u9808\u3068\u306a\u308bSME\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30c1\u30fc\u30e0\u3002\u8cac\u4efb\u306f\u5927\u304d\u304f<strong>\u30b9\u30dd\u30f3\u30b5\u30fc\uff06PM\uff0f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff0fSME\uff06\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/strong>\u306e3\u9818\u57df\u306b\u5206\u304b\u308c\u3001<strong>\u8a55\u4fa1\u57fa\u6e96\u3068go\/no-go\u306e\u6240\u6709\u8005<\/strong>\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3002<\/p>\n\n\n\n<p>\u809d\u5fc3\u306a\u306e\u306f\u3001<strong>\u30b3\u30fc\u30c9\u30921\u884c\u66f8\u304f\u524d\u306b\u5168\u54e1\u3092\u63c3\u3048\u3001\u5408\u610f\u3092\u53d6\u308b<\/strong>\u3053\u3068\u3002Air Canada\u306e\u4e00\u4ef6\u306f\u3001\u6280\u8853\u3067\u306f\u306a\u304f\u300c\u8ab0\u3082\u5fdc\u7b54\u3092\u88cf\u66f8\u304d\u3067\u304d\u306a\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u4f53\u5236\u306e\u554f\u984c\u3067\u3082\u3042\u3063\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-4.jpg\" alt=\"\u300cAgentOps is a team sport\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Executive Sponsor\u30fbProduct Manager\u30fbAI Engineer\u30fbData\/Platform Engineer\u30fbSME\u30fbCompliance\u3068\u3044\u3063\u305f\u5f79\u5272\u3092\u3001\u30b9\u30dd\u30f3\u30b5\u30fc\uff06PM\uff0f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff0fSME\uff06\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e3\u9818\u57df\u306b\u5272\u308a\u5f53\u3066\u308b\" class=\"wp-image-8985\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-4.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-4-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-4-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cAgentOps is a team sport\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Executive Sponsor\u30fbProduct Manager\u30fbAI Engineer\u30fbData\/Platform Engineer\u30fbSME\u30fbCompliance\u3068\u3044\u3063\u305f\u5f79\u5272\u3092\u3001\u30b9\u30dd\u30f3\u30b5\u30fc\uff06PM\uff0f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff0fSME\uff06\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e3\u9818\u57df\u306b\u5272\u308a\u5f53\u3066\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u305a\u30de\u30cd\u30fc\u30b8\u30c9\u304b\u3089\u59cb\u3081\u308b\u2014\u2014\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u201c\u6bb5\u201d\u3092\u9078\u3076<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u30014\u3064\u306e\u610f\u601d\u6c7a\u5b9a\u3060\u3002\u6700\u521d\u306f<strong>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6bb5\uff08tier\uff09\u3092\u9078\u3076<\/strong>\u3053\u3068\u3002<\/p>\n\n\n\n<p>\u3088\u304f\u3042\u308b\u5931\u6557\u306f\u3001\u3044\u304d\u306a\u308a\u53f3\u7aef\u306e\u300c\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u300d\u304b\u3089\u59cb\u3081\u3066\u3057\u307e\u3046\u3053\u3068\u3002\u3060\u304c\u4f55\u3092\u4f5c\u308b\u3079\u304d\u304b\u304c\u5b9a\u307e\u3089\u306a\u3044\u3046\u3061\u306f\u3001\u305d\u308c\u306f\u91cd\u3044\u3002Pavithra \u6c0f\u306e\u63a8\u5968\u306f\u3001<strong>\u307e\u305a\u30de\u30cd\u30fc\u30b8\u30c9\u304b\u3089<\/strong>\u3060\u3002Knowledge Assistant \u3084 Agent Bricks \u306e\u3088\u3046\u306a\u65e2\u88fd\u306e\u90e8\u54c1\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u6642\u9593\u306b\u7acb\u3061\u4e0a\u3052\u308b\u3002UI\u3067\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5c0f\u3055\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u3059\u3050\u306b\u30c6\u30b9\u30c8\u3092\u59cb\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u3053\u308c\u306f<strong>\u4e00\u65b9\u901a\u884c\u306e\u6249\u3067\u306f\u306a\u3044<\/strong>\u3002\u639b\u304b\u308b\u3082\u306e\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u672c\u5f53\u306b\u30ab\u30b9\u30bf\u30e0\u304c\u8981\u308b\u3068\u306a\u308c\u3070\u3001LangGraph\u30fb\u30c8\u30ec\u30fc\u30b9\u30fb\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30fb\u30c1\u30a7\u30fc\u30f3\u3092\u81ea\u524d\u3067\u7d44\u3080\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u3078<strong>\u30c0\u30a4\u30e4\u30eb\u3092\u56de\u305b\u3070\u3088\u3044<\/strong>\u3002\u30de\u30cd\u30fc\u30b8\u30c9\u304b\u3089\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u3078\u3001\u6bb5\u306f\u9023\u7d9a\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-5.jpg\" alt=\"\u300cPick your architecture tier\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30de\u30cd\u30fc\u30b8\u30c9\uff08Agent Bricks\u7b49\uff09\u3068\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u3092\u6bd4\u8f03\u3057\u3001Agent Bricks\u30fbMLflow Tracing\u30fbUnity Catalog\u30fbAsset Bundles\u3068\u3044\u3063\u305f\u69cb\u6210\u8981\u7d20\u3092\u793a\u3059\" class=\"wp-image-8986\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-5.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-5-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-5-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cPick your architecture tier\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30de\u30cd\u30fc\u30b8\u30c9\uff08Agent Bricks\u7b49\uff09\u3068\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u3092\u6bd4\u8f03\u3057\u3001Agent Bricks\u30fbMLflow Tracing\u30fbUnity Catalog\u30fbAsset Bundles\u3068\u3044\u3063\u305f\u69cb\u6210\u8981\u7d20\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a55\u4fa1\u3092\u201c\u5f8c\u4ed8\u3051\u201d\u306b\u3057\u306a\u3044\u2014\u2014eval-gate\u3068\u3044\u3046\u95a2\u6240<\/h2>\n\n\n\n<p>\u305d\u3057\u3066\u3001<strong>\u3059\u3079\u3066\u3092\u5de6\u53f3\u3059\u308b\u6c7a\u5b9a<\/strong>\u2014\u2014\u8a55\u4fa1\uff08eval\uff09\u3060\u3002Pavithra \u6c0f\u304c\u6700\u3082\u6642\u9593\u3092\u5272\u3044\u305f\u306e\u304c\u3053\u3053\u3060\u3063\u305f\u3002<\/p>\n\n\n\n<p><strong>MLflow \u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09\u3001\u3068\u308a\u308f\u3051 MLflow 3.0+ \u306f\u3001\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3067\u8a55\u4fa1\u3092\u4e00\u7d1a\u5e02\u6c11\u3068\u3057\u3066\u6271\u3046\u3002\u8a55\u4fa1\u306f<strong>\u4e00\u5ea6\u304d\u308a\u3067\u306f\u306a\u304f\u3001\u5e38\u6642<\/strong>\u8d70\u308b\u3002MLflow \u306e\u30c8\u30ec\u30fc\u30b9\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u571f\u53f0\u306b\u3001<strong>\u30b8\u30e3\u30c3\u30b8\uff08\u63a1\u70b9\u8005\uff09<\/strong>\u304c2\u7a2e\u985e\u50cd\u304f\u3002\u3072\u3068\u3064\u306f <strong>LLM\u30b8\u30e3\u30c3\u30b8<\/strong>\u2014\u2014\u51fa\u529b\u3092\u81ea\u52d5\u3067\u63a1\u70b9\u3059\u308b\u3001\u958b\u767a\u8005\u304c\u6700\u4f4e\u9650\u3059\u3079\u304d\u7bb1\u51fa\u3057\u306e\u4ed5\u7d44\u307f\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001\u672c\u756a\u306b\u5411\u3051\u3066\u5165\u308b <strong>SME\uff08\u30c9\u30e1\u30a4\u30f3\u5c02\u9580\u5bb6\uff09\u30b8\u30e3\u30c3\u30b8<\/strong>\u2014\u2014LLM\u30b8\u30e3\u30c3\u30b8\u306e\u51fa\u529b\u3092\u3001\u3055\u3089\u306b\u4eba\u304c\u30ec\u30d3\u30e5\u30fc\u30a2\u30d7\u30ea\u3067\u8a55\u4fa1\u3059\u308b\u3002SME\u306e\u6642\u9593\u3092\u521d\u65e5\u304b\u3089\u6d6a\u8cbb\u305b\u305a\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u6e21\u3057\u3066\u304b\u3089\u5224\u65ad\u3092\u4ef0\u3050\u8a2d\u8a08\u3060\u3002<\/p>\n\n\n\n<p>\u672c\u756a\u3067\u306f\u3001\u5165\u3063\u3066\u304f\u308b\u5165\u529b\u306b\u5bfe\u3057\u3066LLM\u30b8\u30e3\u30c3\u30b8\u304c\u5e38\u6642\u8d70\u308a\u3001\u305d\u306e\u30c8\u30ec\u30fc\u30b9\u51fa\u529b\u304c\u6b21\u306e\u8a55\u4fa1\u30b5\u30a4\u30af\u30eb\u306e\u5165\u529b\u306b\u306a\u308b\u3002\u305d\u3057\u3066\u8981\u3068\u306a\u308b\u306e\u304c <strong>eval-gate\uff08\u8a55\u4fa1\u306e\u95a2\u6240\uff09<\/strong>\u3002dev\uff0fstaging\uff0fprod \u306e\u9593\u306b\u7d71\u5408\u30c6\u30b9\u30c8\u306e\u95a2\u6240\u3092\u7f6e\u304d\u3001<strong>\u8a55\u4fa1\u3092\u901a\u3089\u306a\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30fc\u30c9\u306f\u3001\u4e0a\u4f4d\u74b0\u5883\u3078\u4e00\u5207\u30c7\u30d7\u30ed\u30a4\u3055\u305b\u306a\u3044<\/strong>\u3002\u300c\u8a55\u4fa1\u306f\u958b\u767a\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u4ed8\u3051\u8db3\u3059\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u521d\u304b\u3089\u4e00\u7d1a\u5e02\u6c11\u3068\u3057\u3066\u6271\u3048\u300d\u2014\u2014\u3053\u308c\u304c\u672c\u30bb\u30c3\u30b7\u30e7\u30f3\u6700\u5927\u306e\u6301\u3061\u5e30\u308a\u3060\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-6.jpg\" alt=\"\u300cEvaluation is a first-class citizen\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Databricks\uff0fMLflow\u4e0a\u3067\u3001MLflow\u30c8\u30ec\u30fc\u30b9\u30fbLLM\u30b8\u30e3\u30c3\u30b8\u30fb\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u4f7f\u3044\u3001\u958b\u767a\u304b\u3089\u672c\u756a\u307e\u3067\u8a55\u4fa1\u3092\u56de\u3057\u7d9a\u3051\u308b\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u69cb\u6210\u56f3\" class=\"wp-image-8987\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-6.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-6-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-6-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cEvaluation is a first-class citizen\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Databricks\uff0fMLflow\u4e0a\u3067\u3001MLflow\u30c8\u30ec\u30fc\u30b9\u30fbLLM\u30b8\u30e3\u30c3\u30b8\u30fb\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u4f7f\u3044\u3001\u958b\u767a\u304b\u3089\u672c\u756a\u307e\u3067\u8a55\u4fa1\u3092\u56de\u3057\u7d9a\u3051\u308b\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u69cb\u6210\u56f3<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u300c\u306a\u305c\u305d\u3046\u7b54\u3048\u305f\u304b\u300d\u3092\u8fbf\u308b\u2014\u2014Unity AI Gateway\u306b\u3088\u308b\u30ac\u30d0\u30ca\u30f3\u30b9<\/h2>\n\n\n\n<p>3\u3064\u76ee\u306f\u30ac\u30d0\u30ca\u30f3\u30b9\u3060\u3002Air Canada \u306e\u30c1\u30fc\u30e0\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c<strong>\u306a\u305c\u3042\u306e\u5fdc\u7b54\u3092\u3057\u305f\u306e\u304b\u3092\u8fbf\u308c\u306a\u304b\u3063\u305f<\/strong>\u3002\u3060\u304c\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u3068\u308a\u308f\u3051 <strong>Unity Catalog<\/strong> \u304c\u3042\u308c\u3070\u8a71\u306f\u9055\u3063\u305f\u3002\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001\u30a2\u30af\u30bb\u30b9\u3057\u305f\u30c7\u30fc\u30bf\u3001\u8a55\u4fa1\u306e\u3055\u308c\u65b9\u2014\u2014\u3059\u3079\u3066\u304c\u30c8\u30ec\u30fc\u30b9\u3068\u3057\u3066\u6b8b\u308a\u3001\u51fa\u529b\u3092\u5165\u529b\u307e\u3067\u3055\u304b\u306e\u307c\u308c\u308b\u3002<\/p>\n\n\n\n<p>Databricks \u306f\u3053\u3053\u3067 <strong>Unity AI Gateway<\/strong>\uff08\u30d9\u30fc\u30bf\uff09\u3092\u6253\u3061\u51fa\u3057\u305f\u3002\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5bfe\u8c61\u306f\u3001\u3082\u306f\u3084\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306f\u306a\u3044\u3002<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fbMCP\u30fb\u30b9\u30ad\u30eb\u30fb\u5916\u90e8\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc<\/strong>\u307e\u3067\u304cUnity Catalog\u306e\u5098\u4e0b\u306b\u5165\u308b\u3002\u30c7\u30fc\u30bf\uff06AI\u30ab\u30bf\u30ed\u30b0\u3001\u30d3\u30b8\u30cd\u30b9\u30bb\u30de\u30f3\u30c6\u30a3\u30af\u30b9\u3001\u30ea\u30cd\u30fc\u30b8\u3001\u30b3\u30b9\u30c8\u5236\u5fa1\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30bb\u30ad\u30e5\u30a2\u306a\u30c7\u30fc\u30bf\u5171\u6709\u3001\u54c1\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001AI\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u2014\u2014\u3053\u308c\u3089\u306e\u4e0a\u306b\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u5ea7\u308a\u3001\u30c6\u30fc\u30d6\u30eb\u30fb\u30d5\u30a1\u30a4\u30eb\u30fb\u30b9\u30ad\u30eb\u30fb\u30e2\u30c7\u30eb\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fbMCP\u3092\u6a2a\u65ad\u3057\u3066\u7d71\u5236\u3059\u308b\u3002MLflow\u3068\u3082\u5bc6\u306b\u9023\u643a\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-7.jpg\" alt=\"\u300cAI Governance with Unity AI Gateway\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Unity Catalog\uff08\u30c7\u30fc\u30bf\uff06AI\u30ab\u30bf\u30ed\u30b0\uff0f\u30d3\u30b8\u30cd\u30b9\u30bb\u30de\u30f3\u30c6\u30a3\u30af\u30b9\uff0f\u30ea\u30cd\u30fc\u30b8\uff0f\u30b3\u30b9\u30c8\u5236\u5fa1\uff0f\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff0f\u54c1\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff0fAI\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff09\u306e\u4e0a\u306bUnity AI Gateway\u3092\u7f6e\u304d\u3001\u30e2\u30c7\u30eb\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fbMCP\u30fb\u30b9\u30ad\u30eb\u307e\u3067\u3092\u7d71\u5236\u5bfe\u8c61\u3068\u3059\u308b\u69cb\u6210\u56f3\" class=\"wp-image-8988\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-7.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-7-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-7-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cAI Governance with Unity AI Gateway\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Unity Catalog\uff08\u30c7\u30fc\u30bf\uff06AI\u30ab\u30bf\u30ed\u30b0\uff0f\u30d3\u30b8\u30cd\u30b9\u30bb\u30de\u30f3\u30c6\u30a3\u30af\u30b9\uff0f\u30ea\u30cd\u30fc\u30b8\uff0f\u30b3\u30b9\u30c8\u5236\u5fa1\uff0f\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff0f\u54c1\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff0fAI\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff09\u306e\u4e0a\u306bUnity AI Gateway\u3092\u7f6e\u304d\u3001\u30e2\u30c7\u30eb\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fbMCP\u30fb\u30b9\u30ad\u30eb\u307e\u3067\u3092\u7d71\u5236\u5bfe\u8c61\u3068\u3059\u308b\u69cb\u6210\u56f3<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u300c\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306b\u300d\u672c\u756a\u3078\u6607\u683c\u3055\u305b\u308b<\/h2>\n\n\n\n<p>4\u3064\u76ee\u306f\u6607\u683c\uff08promotion\uff09\u3060\u3002\u672c\u756a\u6295\u5165\u306f\u3001\u8ab0\u304b\u304c\u300c\u4eca\u591c\u306f\u8ab0\u3082\u30b7\u30b9\u30c6\u30e0\u3092\u89e6\u3089\u306a\u3044\u304b\u3089\u300d\u3068\u4e00\u6c17\u306b\u3084\u308b\u4f5c\u696d\u3067\u306f\u306a\u3044\u3002\u57fa\u672c\u306eSDLC\uff08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\uff09\u306b\u5f93\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u809d\u306f\u3001<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5358\u4f53\u3067\u306f\u306a\u304f\u201c\u30b3\u30fc\u30c9\u201d\u3092\u6607\u683c\u3055\u305b\u3001\u305d\u306e\u30b3\u30fc\u30c9\u304b\u3089\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b<\/strong>\u3053\u3068\u3002<strong>Declarative Automation Bundles\uff08DABs\uff09<\/strong>\u306e\u5ba3\u8a00\u7684\u306a\u30d0\u30f3\u30c9\u30eb\u3067\u3001DEV\u2192STAGING\u2192PROD \u3092 <strong>eval-gate<\/strong> \u3067\u3064\u306a\u3050\u3002\u4e0b\u4f4d\u74b0\u5883\u3067\u52a0\u3048\u305f\u5909\u66f4\u306f\u672c\u756a\u306b\u89e6\u308c\u305a\u3001\u8a55\u4fa1\u3092\u7d4c\u3066\u521d\u3081\u3066\u4e0a\u304c\u308b\u3002\u8907\u6570\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u30fb\u8907\u6570\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u8907\u6570\u30ab\u30bf\u30ed\u30b0\u3068\u3044\u3063\u305f\u73fe\u5b9f\u7684\u306a\u69cb\u6210\u306b\u3082\u3001\u3053\u306e\u578b\u306f\u52b9\u304f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-8.jpg\" alt=\"\u300cPromote Agents like Code\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Declarative Automation Bundles\uff08DABs\uff09\u306e\u5ba3\u8a00\u7684\u30d0\u30f3\u30c9\u30eb\u3067\u3001DEV\u2192STAGING\u2192PROD\u3092EVAL GATE\u3067\u9023\u7d50\u3059\u308b3\u6bb5\u968e\u306e\u6607\u683c\u30e2\u30c7\u30eb\u3092\u793a\u3059\" class=\"wp-image-8989\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-8.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-8-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-8-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cPromote Agents like Code\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Declarative Automation Bundles\uff08DABs\uff09\u306e\u5ba3\u8a00\u7684\u30d0\u30f3\u30c9\u30eb\u3067\u3001DEV\u2192STAGING\u2192PROD\u3092EVAL GATE\u3067\u9023\u7d50\u3059\u308b3\u6bb5\u968e\u306e\u6607\u683c\u30e2\u30c7\u30eb\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30eb\u30fc\u30d7\u304c\u56de\u308a\u51fa\u3059\u2014\u2014Databricks\u306eAgentOps<\/h2>\n\n\n\n<p>4\u3064\u306e\u610f\u601d\u6c7a\u5b9a\u2014\u2014<strong>\u30d3\u30eb\u30c9\uff0f\u8a55\u4fa1\uff0f\u30ac\u30d0\u30ca\u30f3\u30b9\uff0f\u6607\u683c<\/strong>\u2014\u2014\u306f\u3001\u3070\u3089\u3070\u3089\u306e\u4f5c\u696d\u3067\u306f\u306a\u304f\u3001\u3072\u3068\u3064\u306e\u30eb\u30fc\u30d7\u306b\u306a\u308b\u3002\u65b0\u3057\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304b\u3089\u3001\u52d5\u304f\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u4f5c\u308a\uff08\u30d3\u30eb\u30c9\uff09\u3001\u4eba\u9593\u306e\u30c6\u30b9\u30bf\u30fc\u3068SME\u3067\u8a66\u3057\u3001\u54c1\u8cea\u554f\u984c\u3068\u518d\u73fe\u624b\u9806\u3092\u6d17\u3044\u51fa\u3057\uff08\u8a55\u4fa1\uff09\u3001\u30b3\u30fc\u30c9\u3092\u76f4\u3057\u3066\u30c6\u30b9\u30c8\u3057\u3001\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306e\u627f\u8a8d\u3092\u5f97\u3066\uff08\u30ac\u30d0\u30ca\u30f3\u30b9\uff09\u3001\u672c\u756a\u3078\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u76e3\u8996\u3059\u308b\uff08\u6607\u683c\uff09\u3002\u672c\u756a\u306e\u30e9\u30a4\u30d6\u76e3\u8996\u306f\u3001\u305d\u306e\u307e\u307e\u4e0b\u4f4d\u74b0\u5883\u306e\u8a55\u4fa1\u3078\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a AgentOps \u306f\u3001DevOps\uff08\u958b\u767a\u3068\u904b\u7528\u3092\u7d71\u5408\u3059\u308b\u624b\u6cd5\uff09\u306e\u539f\u5247\u2014\u2014<strong>\u30d5\u30ed\u30fc\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u7d99\u7d9a\u7684\u5b66\u7fd2<\/strong>\u2014\u2014\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306b\u4f5c\u308a\u76f4\u3057\u305f\u3082\u306e\u3060\u3002\u4e00\u5ea6\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308c\u3070\u3001\u30eb\u30fc\u30d7\u306f\u56de\u308a\u7d9a\u3051\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"854\" height=\"462\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-9.jpg\" alt=\"\u300cThe AgentOps loop on Databricks\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u65b0\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u2192\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\uff08\u30d3\u30eb\u30c9\uff09\u2192\u4eba\u9593\u30c6\u30b9\u30bf\u30fc\/SME\u3067\u8a66\u8d70\u2192\u54c1\u8cea\u554f\u984c\u306e\u7279\u5b9a\uff08\u8a55\u4fa1\uff09\u2192\u4fee\u6b63\u2192\u627f\u8a8d\uff08\u30ac\u30d0\u30ca\u30f3\u30b9\uff09\u2192\u672c\u756a\u30ea\u30ea\u30fc\u30b9\u3068\u76e3\u8996\uff08\u6607\u683c\uff09\u304c\u3001Flow\/Feedback\/Continuous Learning\u306e\u30eb\u30fc\u30d7\u3068\u3057\u3066\u9023\u7d50\u3055\u308c\u308b\" class=\"wp-image-8990\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-9.jpg 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-9-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/mlops-to-agentops-trustworthy-agents-9-768x415.jpg 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><figcaption class=\"wp-element-caption\">\u300cThe AgentOps loop on Databricks\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u65b0\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u2192\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\uff08\u30d3\u30eb\u30c9\uff09\u2192\u4eba\u9593\u30c6\u30b9\u30bf\u30fc\/SME\u3067\u8a66\u8d70\u2192\u54c1\u8cea\u554f\u984c\u306e\u7279\u5b9a\uff08\u8a55\u4fa1\uff09\u2192\u4fee\u6b63\u2192\u627f\u8a8d\uff08\u30ac\u30d0\u30ca\u30f3\u30b9\uff09\u2192\u672c\u756a\u30ea\u30ea\u30fc\u30b9\u3068\u76e3\u8996\uff08\u6607\u683c\uff09\u304c\u3001Flow\/Feedback\/Continuous Learning\u306e\u30eb\u30fc\u30d7\u3068\u3057\u3066\u9023\u7d50\u3055\u308c\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u62bc\u3055\u3048\u3069\u3053\u308d<\/h2>\n\n\n\n<p>20\u5206\u306b\u51dd\u7e2e\u3055\u308c\u305f\u4e3b\u5f35\u306f\u3001\u6700\u5f8c\u306e\u4e00\u679a\u306b\u96c6\u7d04\u3055\u308c\u3066\u3044\u305f\u3002<strong>\u672c\u756a\u3067\u4fe1\u983c\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u3088\u308a\u5927\u304d\u306a\u30e2\u30c7\u30eb\u304b\u3089\u306f\u751f\u307e\u308c\u306a\u3044\u3002\u898f\u5f8b\u304b\u3089\u751f\u307e\u308c\u308b<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u307e\u305a<strong>\u30de\u30cd\u30fc\u30b8\u30c9<\/strong>\u3067\u7d20\u65e9\u304f\u7acb\u3061\u4e0a\u3052\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30fc\u30c9\u30d5\u30a1\u30fc\u30b9\u30c8\u3078\u3002\u6bb5\u306f\u9023\u7d9a\u3057\u3066\u3044\u3066\u3001\u5f8c\u304b\u3089\u56de\u305b\u308b\u3002<\/li>\n\n\n<li><strong>\u8a55\u4fa1\u3092\u4e00\u7d1a\u5e02\u6c11<\/strong>\u306b\u3059\u308b\u3002LLM\u30b8\u30e3\u30c3\u30b8\u3067\u81ea\u52d5\u5316\u3057\u3001SME\u3067\u4ed5\u4e0a\u3052\u3001<strong>eval-gate<\/strong>\u3092\u901a\u3089\u306a\u3044\u30b3\u30fc\u30c9\u306f\u4e0a\u4f4d\u74b0\u5883\u3078\u51fa\u3055\u306a\u3044\u3002<\/li>\n\n\n<li><strong>Unity Catalog\uff0fUnity AI Gateway<\/strong>\u3067\u3001\u30e2\u30c7\u30eb\u3082\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3082MCP\u3082\u30b9\u30ad\u30eb\u3082\u7d71\u5236\u3057\u3001\u5fdc\u7b54\u3092\u5165\u529b\u307e\u3067\u8fbf\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/li>\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f<strong>\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306b\u6607\u683c<\/strong>\u3055\u305b\u308b\uff08DABs\u3067DEV\u2192STAGING\u2192PROD\uff09\u3002<\/li>\n\n\n<li>\u5168\u4f53\u306f <strong>\u30d5\u30ed\u30fc\u30fb\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30fb\u7d99\u7d9a\u7684\u5b66\u7fd2<\/strong> \u306e\u30eb\u30fc\u30d7\u3002\u4e00\u5ea6\u7d44\u3081\u3070\u56de\u308a\u7d9a\u3051\u308b\u3002<\/li>\n\n<\/ul>\n\n\n\n<p>\u306a\u304a\u767b\u58c7\u8005\u306f\u3053\u306e\u5185\u5bb9\u3092\u307e\u3068\u3081\u305f\u66f8\u7c4d <strong>\u300cBig Book of Agent Ops\u300d<\/strong> \u306e\u5171\u8457\u8005\u3067\u3001\u540c\u66f8\u306f\u30b5\u30df\u30c3\u30c8\u5f8c\u30018\u6708\u3054\u308d\u306e\u516c\u958b\u3092\u4e88\u5b9a\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3002\u30c7\u30e2\u3067\u5149\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u672c\u756a\u3067\u80cc\u8ca0\u3048\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u3002\u305d\u306e\u5dee\u306f\u3001\u30b9\u30ad\u30c3\u30d7\u3057\u306a\u3044\u898f\u5f8b\u306b\u3042\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data + AI Summit 2026\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u300cFrom MLOps to AgentOps\u300d\u30ec\u30dd\u30fc\u30c8\u3002Air Canada\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u6557\u8a34\u3092\u5165\u53e3\u306b\u3001MLOps\u2192LLMOps\u2192AgentOps\u306e\u65ad\u7d76\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1d\u30cf\u30fc\u30cd\u30b9\u3068\u3044\u3046\u6349\u3048\u65b9\u3001\u305d\u3057\u3066\u672c\u756a\u3067\u4fe1\u983c\u3067\u304d\u308b\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u51fa\u8377\u3059\u308b\u305f\u3081\u306e4\u3064\u306e\u610f\u601d\u6c7a\u5b9a\uff08\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u8a55\u4fa1\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u6607\u683c\uff09\u3092\u3001MLflow\u306e\u8a55\u4fa1\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3001Unity AI Gateway\u3001Declarative Automation Bundles\uff08DABs\uff09\u307e\u3067\u3001\u767b\u58c7\u30b9\u30e9\u30a4\u30c9\u3068\u3068\u3082\u306b\u89e3\u8aac\u3059\u308b\u3002<\/p>\n","protected":false},"author":24,"featured_media":8991,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1245,1246,1247],"tags":[1340,1346,920,1341,774,845,173,988],"class_list":["post-8992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agent","category-data-infrastructure","category-business-transformation","tag-agentops","tag-aigateway","tag-ai","tag-dataaisummit2026","tag-databricks","tag-mlflow","tag-mlops","tag-unitycatalog"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/8992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=8992"}],"version-history":[{"count":1,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/8992\/revisions"}],"predecessor-version":[{"id":9108,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/8992\/revisions\/9108"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/8991"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=8992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=8992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=8992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}