{"id":10797,"date":"2026-09-14T13:57:09","date_gmt":"2026-09-14T04:57:09","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/ir-earnings-qa-prep\/"},"modified":"2026-09-14T13:57:09","modified_gmt":"2026-09-14T04:57:09","slug":"ir-earnings-qa-prep","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/ir-earnings-qa-prep\/","title":{"rendered":"\u6c7a\u7b97\u8aac\u660e\u4f1a\u306e\u60f3\u5b9a\u554f\u7b54\u96c6\u3092\u6c7a\u7b97\u8cc7\u6599\u3068\u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332\u304b\u3089\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6c7a\u7b97\u77ed\u4fe1\u30fb\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\u3068\u904e\u53bb\u306e\u8aac\u660e\u4f1a\u306e\u8cea\u7591\u8a18\u9332\u3092\u5165\u529b\u306b\u3001\u524d\u56de\u805e\u304b\u308c\u3066\u4eca\u56de\u6570\u5b57\u304c\u52d5\u3044\u305f\u8ad6\u70b9\u304b\u3089\u60f3\u5b9a\u8cea\u554f\u3092\u51fa\u3057\u3001\u8cc7\u6599\u540d\u3068\u30da\u30fc\u30b8\u3092\u6839\u62e0\u306b\u4ed8\u3051\u305f\u56de\u7b54\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002\u6570\u5024\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u3001IR\u62c5\u5f53\u306e\u4f5c\u696d\u306f\u3001\u8a18\u9332\u306e\u8aad\u307f\u8fd4\u3057\u3068\u56de\u7b54\u306e\u57f7\u7b46\u304b\u3089\u3001\u6839\u62e0\u3092\u898b\u3066\u76f4\u3059\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0043","platform_main":"Power Automate","publish_date":"","last_updated":"2026-09-14","tech_verified_date":"2026-09-14","trigger":"| \u8d77\u70b9 | \u52d5\u304f\u3082\u306e |\n|:--|:--|\n| \u8cc7\u6599\u306e\u539f\u7a3f\u304c\u305d\u308d\u3063\u305f\uff08\u767a\u8868\u306e2\u301c3\u9031\u9593\u524d\uff09 | IR\u62c5\u5f53\u304c\u5b9f\u884c\u3057\u3001\u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u308b |\n| \u8cc7\u6599\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f | Power Automate \u304c\u901a\u77e5\u3057\u3001**\u7167\u5408\u3060\u3051**\u3092\u518d\u5b9f\u884c\u3059\u308b |\n| \u554f\u7b54\u3092\u300c\u90e8\u9580\u78ba\u8a8d\u4f9d\u983c\u300d\u306b\u3057\u305f | Power Automate \u304c\u62c5\u5f53\u90e8\u9580\u3078\u4f9d\u983c\u3092\u9001\u308b |\n\n**\u751f\u6210\u306f\u30d5\u30a1\u30a4\u30eb\u4fdd\u5b58\u306e\u305f\u3073\u306b\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u539f\u7a3f\u306f\u4f55\u5ea6\u3082\u5909\u308f\u308a\u3001\u305d\u306e\u305f\u3073\u306b\u672a\u516c\u8868\u306e\u8cc7\u6599\u3092\u9001\u308b\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002\n\n\u5dee\u3057\u66ff\u3048\u306e\u76e3\u8996\u306b\u306f\u3001SharePoint \u30c8\u30ea\u30ac\u30fc\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u307e\u305f\u306f\u5909\u66f4\u3055\u308c\u305f\u3068\u304d\uff08\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f\uff09\u300d\u3092\u4f7f\u3044\u3001\u300cFolder\u300d\u3067\u5bfe\u8c61\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6c7a\u7b97\u77ed\u4fe1\u30fb\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599 | **\u958b\u793a\u3059\u308bPDF\u3068\u540c\u3058\u3082\u306e** | SharePoint\uff08IR\u90e8\u9650\u5b9a\uff09 |\n| \u6c7a\u7b97\u6570\u5024\u4e00\u89a7 | \u4e3b\u8981\u9805\u76ee\u00d7\u56db\u534a\u671f\u306e\u6570\u5024\uff08\u767e\u4e07\u5186\uff09 | \u7d4c\u7406\u90e8\u3068\u5171\u6709\u3059\u308bExcel |\n| \u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332 | 8\u56db\u534a\u671f\u5206\u306e\u66f8\u304d\u8d77\u3053\u3057\uff08\u8cea\u554f\u8005\u3001\u8cea\u554f\u3001\u56de\u7b54\u8005\u3001\u56de\u7b54\uff09 | SharePoint |\n| \u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u96c6 | \u8ad6\u70b9\u3001\u8cea\u554f\u3001\u56de\u7b54 | SharePoint |\n| \u8ad6\u70b9\u30ab\u30c6\u30b4\u30ea\u8868 | \u696d\u7e3e\u5168\u4f53\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u53d7\u6ce8\u3001\u4fa1\u683c\u30fb\u539f\u4fa1\u3001\u70ba\u66ff\u3001\u682a\u4e3b\u9084\u5143\u306a\u3069 | IR\u62c5\u5f53\u304c\u4f5c\u6210 |","data_source":"**\u958b\u793a\u8cc7\u6599\uff1a** PowerPoint\u3067\u306f\u306a\u304f**\u958b\u793a\u3059\u308bPDF\u3092\u4f7f\u3044\u307e\u3059\u3002** \u6839\u62e0\u3092\u30da\u30fc\u30b8\u756a\u53f7\u3067\u793a\u3059\u305f\u3081\u3001\u8aad\u307f\u624b\u306e\u8cc7\u6599\u3068\u30da\u30fc\u30b8\u304c\u305a\u308c\u308b\u3068\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u3002**\u6c7a\u7b97\u6570\u5024\u4e00\u89a7**\u306f\u3001\u7d4c\u7406\u90e8\u304c\u8cc7\u6599\u3068\u306e\u4e00\u81f4\u3092\u78ba\u8a8d\u6e08\u307f\u306e\u7248\u3092\u4f7f\u3044\u307e\u3059\u3002\n\nSharePoint \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u74b0\u5883\u3078\u6e21\u3059\u65b9\u6cd5\uff08\u540c\u671f\u30d5\u30a9\u30eb\u30c0\u304bAPI\u304b\uff09\u306f\u3001**\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002**","preprocessing":"1. **\u30da\u30fc\u30b8\u5358\u4f4d\u306e\u30c6\u30ad\u30b9\u30c8\u5316** \u2026 \u5404\u30da\u30fc\u30b8\u306e\u5148\u982d\u306b\u300c\u8cc7\u6599\u540d\uff0b\u30da\u30fc\u30b8\u756a\u53f7\u300d\u3092\u4ed8\u3051\u307e\u3059\u3002\u8868\u7d19\u30921\u30da\u30fc\u30b8\u76ee\u3068\u6570\u3048\u308b\u304b\u3001\u5370\u5b57\u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u4f7f\u3046\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\n2. **\u6587\u5b57\u5316\u3051\u306e\u78ba\u8a8d** \u2026 PDF\u306b\u3088\u3063\u3066\u306f\u53d6\u308a\u51fa\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u5316\u3051\u307e\u3059\u3002**\u5316\u3051\u305f\u307e\u307e\u7167\u5408\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u300c\u4e0d\u4e00\u81f4\u300d\u306b\u306a\u308a\u307e\u3059**\n3. **\u8cea\u7591\u306e\u5206\u5272\u3068\u533f\u540d\u5316** \u2026 \u8cea\u554f\u3068\u56de\u7b54\u306e\u7d44\u306bID\uff08\u4f8b\uff1a2026Q1-07\uff09\u3092\u4ed8\u3051\u3001\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3068\u793e\u540d\u3092\u300c\u30a2\u30ca\u30ea\u30b9\u30c8A\u300d\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n4. **\u524d\u671f\u6bd4\u306e\u8a08\u7b97\u3068\u512a\u5148\u9806\u4f4d** \u2026 \u524d\u671f\u6bd4\u304c\u793e\u5185\u3067\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u9805\u76ee\u3092\u300c\u52d5\u3044\u305f\u9805\u76ee\u300d\u306b\u3057\u3001\u8ad6\u70b9\u3092 A\uff1d\u805e\u304b\u308c\u3066\u3044\u3066\u52d5\u3044\u305f\u3001B\uff1d\u805e\u304b\u308c\u3066\u3044\u306a\u3044\u304c\u5927\u304d\u304f\u52d5\u3044\u305f\u3001C\uff1d\u805e\u304b\u308c\u3066\u3044\u308b\u304c\u52d5\u3044\u3066\u3044\u306a\u3044\u3001\u306b\u5206\u3051\u307e\u3059\n5. **\u95a2\u4fc2\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u8ad6\u70b9\u306b\u7d10\u3065\u304f\u9805\u76ee\u540d\u3084\u30bb\u30b0\u30e1\u30f3\u30c8\u540d\u3067\u30da\u30fc\u30b8\u3092\u6587\u5b57\u5217\u691c\u7d22\u3057\u3001\u8a72\u5f53\u30da\u30fc\u30b8\u3060\u3051\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059","ai_processing":"| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u904e\u53bb\u306e\u8cea\u7591\u306e\u5206\u985e | \u8cea\u554f\u3092\u30ab\u30c6\u30b4\u30ea\u3068\u8ad6\u70b9\uff08\u4f8b\uff1a\u300c\u8eca\u8f09\u5411\u3051\u53d7\u6ce8\u306e\u56de\u5fa9\u6642\u671f\u300d\uff09\u306b\u5206\u3051\u3001\u95a2\u4fc2\u3059\u308b\u6570\u5024\u9805\u76ee\u3092\u4ed8\u3051\u308b |\n| \u60f3\u5b9a\u8cea\u554f\u306e\u4f5c\u6210 | \u512a\u5148\u5ea6A\u30fbB\u306e\u8ad6\u70b9\u3054\u3068\u306b\u3001\u6570\u5024\u306e\u52d5\u304d\u3092\u3075\u307e\u3048\u305f\u8cea\u554f\u30922\u301c3\u901a\u308a\u306e\u5207\u308a\u53e3\u3067\u4f5c\u308b |\n| \u56de\u7b54\u6848\u3068\u6839\u62e0 | \u8a72\u5f53\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u3060\u3051\u3067\u56de\u7b54\u6848\u3092\u66f8\u304d\u3001\u8cc7\u6599\u540d\u30fb\u30da\u30fc\u30b8\u30fb\u539f\u6587\u3092\u4ed8\u3051\u308b |\n| \u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u306e\u660e\u793a | \u8cc7\u6599\u306b\u7b54\u3048\u304c\u306a\u3051\u308c\u3070\u56de\u7b54\u6848\u3092\u66f8\u304b\u305a\u3001\u7406\u7531\u3068\u78ba\u8a8d\u5148\u306e\u90e8\u9580\u3092\u793a\u3059 |\n\n**\u3055\u305b\u306a\u3044\u3053\u3068\u3082\u6c7a\u3081\u307e\u3059\u3002** \u524d\u671f\u6bd4\u306e\u8a08\u7b97\u3001\u5358\u4f4d\u306e\u63db\u7b97\u3001\u8cc7\u6599\u306b\u306a\u3044\u898b\u901a\u3057\u3001\u6570\u5024\u306e\u7167\u5408\u3067\u3059\u3002**\u7167\u5408\u3092\u751f\u6210AI\u306b\u3055\u305b\u308b\u3068\u3001\u7167\u5408\u7d50\u679c\u305d\u306e\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u624b\u6bb5\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4e0a\u5834\u4f01\u696d\u306eIR\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4e0b\u306e\u3010\u8ad6\u70b9\u3011\u306b\u3064\u3044\u3066\u3001\u6c7a\u7b97\u8aac\u660e\u4f1a\u3067\u51fa\u305d\u3046\u306a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u56de\u7b54\u6848\u306b\u306f\u3010\u958b\u793a\u8cc7\u6599\u3011\u306e\u8a18\u8f09\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8cc7\u6599\u306b\u306a\u3044\u6570\u5024\u3001\u898b\u901a\u3057\u3001\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3010\u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u3011\u306f\u8a00\u3044\u56de\u3057\u306e\u53c2\u8003\u306b\u3060\u3051\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u305d\u3053\u306b\u3042\u308b\u6570\u5024\u306f\u53e4\u3044\u671f\u306e\u3082\u306e\u306a\u306e\u3067\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u306f\u8cc7\u6599\u306e\u8868\u8a18\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\uff08\u5104\u5186\u306b\u76f4\u3055\u306a\u3044\u3001\u25b3\u3092\u300c\u6e1b\u300d\u306b\n  \u8a00\u3044\u63db\u3048\u306a\u3044\uff09\u3002\u524d\u671f\u6bd4\u3084\u69cb\u6210\u6bd4\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u8cc7\u6599\u540d\u30fb\u30da\u30fc\u30b8\u30fb\u539f\u6587\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u539f\u6587\u306f\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cc7\u6599\u3067\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306f answer_draft \u3092 null \u306b\u3057\u3001\n  cannot_answer_reason \u3068 needs_department \u3092\u57cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8ad6\u70b9\u3011{topic}\uff08\u512a\u5148\u5ea6\uff1a{priority}\uff09\n\u3010\u4eca\u56de\u52d5\u3044\u305f\u6570\u5024\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3011{moved_items}\n\u3010\u904e\u53bb\u306e\u8cea\u7591\u3011{past_qa}\n\u3010\u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u3011{previous_qa}\n\u3010\u958b\u793a\u8cc7\u6599\uff08\u95a2\u4fc2\u30da\u30fc\u30b8\u306e\u307f\u3002\u5148\u982d\u306b\u8cc7\u6599\u540d\u3068\u30da\u30fc\u30b8\u756a\u53f7\uff09\u3011{pages}\n```\n\n**\u300c\u524d\u56de\u306e\u6570\u5024\u3092\u4f7f\u308f\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u3067\u3059\u3002** \u751f\u6210AI\u306f\u8a00\u3044\u56de\u3057\u3068\u4e00\u7dd2\u306b\u6570\u5024\u3082\u5f15\u304d\u7d99\u304e\u3084\u3059\u304f\u3001**\u53e4\u3044\u6570\u5024\u304c\u81ea\u7136\u306a\u6587\u7ae0\u306b\u7d1b\u308c\u308b\u3068\u4eba\u306e\u76ee\u3067\u306f\u898b\u843d\u3068\u3057\u307e\u3059\u3002**","output_data":"```json\n{\n  \"topic_id\": \"\",\n  \"priority\": \"A | B | C\",\n  \"questions\": [\n    {\n      \"question\": \"\",\n      \"based_on_past\": [\"2026Q1-07\"],\n      \"answer_draft\": \"\",\n      \"evidence\": [{ \"doc\": \"\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\", \"page\": 0, \"quote\": \"\" }],\n      \"cannot_answer_reason\": null,\n      \"needs_department\": []\n    }\n  ]\n}\n```\n\nAzure OpenAI Service \u306e Structured Outputs \u3067\u3001\u3053\u306e\u5f62\u3092 JSON Schema \u3068\u3057\u3066\u6307\u5b9a\u3057\u307e\u3059\uff08Chat Completions \u306f `response_format`\u3001Responses \u306f `text.format`\u3001`strict: true`\uff09\u3002**\u5168\u9805\u76ee\u3092 required \u306b\u3057\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u7a7a\u3067\u8fd4\u3059\u9805\u76ee\u306f\u578b\u3092 `[\"string\", \"null\"]` \u306b\u3057\u307e\u3059\u3002","integration_systems":"**\u6570\u5024\u306e\u7167\u5408\uff08Python\uff09\uff1a** \u56de\u7b54\u6848\u306e\u6570\u5024\u304c\u6839\u62e0\u30da\u30fc\u30b8\u306b\u3042\u308b\u304b\u3001\u5f15\u7528\u3057\u305f\u539f\u6587\u304c\u305d\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u304b\u3092\u6587\u5b57\u5217\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\n\n```python\nimport re, unicodedata\nNUM = re.compile(r\"-?\\d+(?:\\.\\d+)?\")\n\ndef norm(s):  # \u5168\u89d2\u2192\u534a\u89d2\u300112,345\u219212345\u3001\u25b31,234\u2192-1234\n    s = unicodedata.normalize(\"NFKC\", s)\n    s = re.sub(r\"(?<=\\d),(?=\\d)\", \"\", s)\n    return re.sub(r\"[\u25b3\u25b2]\\s*\", \"-\", s)\n\ndef check(answer, evidence, pages):\n    bad, cited = [], \"\"\n    sq = lambda s: re.sub(r\"\\s+\", \"\", norm(s))\n    for e in evidence:\n        text = pages.get((e[\"doc\"], e[\"page\"]))\n        if text is None or sq(e[\"quote\"]) not in sq(text):\n            bad.append(e)  # \u30da\u30fc\u30b8\u3084\u539f\u6587\u304c\u898b\u3064\u304b\u3089\u306a\u3044\n        else:\n            cited += \"\\n\" + text\n    missing = set(NUM.findall(norm(answer))) - set(NUM.findall(norm(cited)))\n    return {\"bad_evidence\": bad, \"missing_numbers\": sorted(missing)}\n```\n\n\u7d50\u679c\u306f\u300c\u4e00\u81f4\u300d\u300c\u4e0d\u4e00\u81f4\u300d\u300c\u6839\u62e0\u4e0d\u6b63\u300d\u300c\u56de\u7b54\u306a\u3057\u300d\u306b\u5206\u3051\u3066Excel\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\u8cc7\u6599\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f\u3089\u7167\u5408\u3060\u3051\u3092\u3084\u308a\u76f4\u3057\u307e\u3059\u3002** \u300c\u4e0d\u4e00\u81f4\u300d\u306b\u5909\u308f\u3063\u305f\u554f\u7b54\u306f\u3001\u6570\u5024\u304c\u53e4\u304f\u306a\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\n\n**\u90e8\u9580\u3078\u306e\u78ba\u8a8d\u4f9d\u983c\uff08Power Automate\uff09\uff1a** \u78ba\u8a8d\u3092\u7d42\u3048\u305f\u554f\u7b54\u3092 SharePoint \u30ea\u30b9\u30c8\u300c\u90e8\u9580\u78ba\u8a8d\u300d\u306b1\u554f1\u884c\u3067\u767b\u9332\u3057\u3001\u72b6\u614b\u3092\u300c\u90e8\u9580\u78ba\u8a8d\u4f9d\u983c\u300d\u306b\u3059\u308b\u3068\u3001\u300c\u30a2\u30a4\u30c6\u30e0\u3092\u4f5c\u6210\u304b\u5909\u66f4\u3057\u305f\u5834\u5408\u300d\u30c8\u30ea\u30ac\u30fc\u3067\u62c5\u5f53\u90e8\u9580\u3078\u901a\u77e5\u3057\u307e\u3059\u3002\u90e8\u9580\u306f\u30ea\u30b9\u30c8\u306b\u76f4\u63a5\u4fee\u6b63\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002**\u6570\u5024\u304c\u66f8\u304d\u8db3\u3055\u308c\u305f\u554f\u7b54\u306b\u306f\u7167\u5408\u3092\u3082\u3046\u4e00\u5ea6\u304b\u3051\u307e\u3059\u3002** \u3053\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u5b9f\u884c\u307e\u3067\u6570\u5206\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u904b\u7528\u304c\u5b89\u5b9a\u3057\u3066\u3082\u5909\u3048\u307e\u305b\u3093\u3002** \u7d4c\u55b6\u9663\u304c\u53e3\u306b\u3059\u308b\u5185\u5bb9\u3067\u3042\u308a\u3001\u6570\u5024\u3092\u8aa4\u308c\u3070\u8a02\u6b63\u304c\u8981\u308a\u3001**\u672a\u516c\u8868\u306e\u91cd\u8981\u306a\u60c5\u5831\u3092\u8a71\u305b\u3070\u958b\u793a\u306e\u554f\u984c\u306b\u306a\u308b**\u305f\u3081\u3067\u3059\u3002\n\n| \u8ab0\u304c | \u4f55\u3092\u898b\u308b\u304b |\n|:--|:--|\n| IR\u62c5\u5f53 | \u300c\u4e00\u81f4\u300d\u4ee5\u5916\u306e\u554f\u7b54\u306e\u6570\u5024\u3001\u6839\u62e0\u30da\u30fc\u30b8\u3068\u306e\u5bfe\u5fdc\u3001\u8a00\u3044\u56de\u3057 |\n| \u4e8b\u696d\u90e8\u9580 | \u4e8b\u5b9f\u95a2\u4fc2\uff08\u53d7\u6ce8\u306e\u72b6\u6cc1\u3001\u4fa1\u683c\u6539\u5b9a\u306e\u6642\u671f\u306a\u3069\uff09 |\n| IR\u8cac\u4efb\u8005 | \u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u3092\u542b\u3080\u554f\u7b54\u3092\u4f7f\u3046\u304b\u3001\u3069\u3046\u7b54\u3048\u308b\u304b |\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3001\u300c\u4e00\u81f4\u300d\u3068\u305d\u308c\u4ee5\u5916\u3092\u5206\u3051\u3066\u4e26\u3079\u3001\u56de\u7b54\u6848\u306e\u6a2a\u306b\u6839\u62e0\u306e\u539f\u6587\u3092\u8868\u793a\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8cc7\u6599\u3067\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f | \u56de\u7b54\u6848\u3092\u7a7a\u6b04\u306b\u3057\u3001\u78ba\u8a8d\u5148\u90e8\u9580\u3092\u4ed8\u3051\u3066\u4eba\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u3067\u66f8\u304b\u305b\u306a\u3044** |\n| \u6839\u62e0\u30da\u30fc\u30b8\u306b\u306a\u3044\u6570\u5024\u304c\u3042\u308b | \u300c\u4e0d\u4e00\u81f4\u300d\u3067\u6b62\u3081\u308b\u3002\u76f4\u3059\u306e\u306f\u4eba |\n| \u5f15\u7528\u3057\u305f\u539f\u6587\u304c\u8cc7\u6599\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u6839\u62e0\u4e0d\u6b63\u300d\u3067\u6b62\u3081\u308b\u3002\u539f\u6587\u3092\u8981\u7d04\u30fb\u5275\u4f5c\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b |\n| \u8cc7\u6599\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f | \u7167\u5408\u3060\u3051\u3092\u518d\u5b9f\u884c\u3057\u3001\u7d50\u679c\u304c\u5909\u308f\u3063\u305f\u554f\u7b54\u3092\u4e00\u89a7\u306b\u3059\u308b |\n| \u90e8\u9580\u306e\u4fee\u6b63\u3067\u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u304c\u52a0\u308f\u3063\u305f | IR\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002**\u81ea\u52d5\u3067\u554f\u7b54\u96c6\u306b\u53cd\u6620\u3057\u306a\u3044** |\n| \u696d\u7e3e\u4e88\u60f3\u306e\u4fee\u6b63\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u671f | \u696d\u7e3e\u4e88\u60f3\u30ab\u30c6\u30b4\u30ea\u306f\u51e6\u7406\u304b\u3089\u5916\u3057\u3001IR\u8cac\u4efb\u8005\u306e\u7ba1\u7406\u4e0b\u3067\u4eba\u304c\u4f5c\u308b |","log_storage":"- \u4f7f\u3063\u305f\u8cc7\u6599\u306e\u7248\u3001\u751f\u6210AI\u306b\u9001\u3063\u305f\u5185\u5bb9\uff08\u8ad6\u70b9\u3068\u30da\u30fc\u30b8\uff09\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u7167\u5408\u7d50\u679c\u3068\u3001\u7167\u5408\u306b\u4f7f\u3063\u305f\u8cc7\u6599\u306e\u7248\n- IR\u62c5\u5f53\u30fb\u90e8\u9580\u30fbIR\u8cac\u4efb\u8005\u306e\u4fee\u6b63\u524d\u5f8c\u3001\u78ba\u8a8d\u8005\u3001\u65e5\u6642\n- \u8aac\u660e\u4f1a\u3067\u5b9f\u969b\u306b\u51fa\u305f\u8cea\u554f\u3068\u3001\u60f3\u5b9a\u554f\u7b54\u3068\u306e\u5bfe\u5fdc\n\n**\u9001\u3063\u305f\u5185\u5bb9\u306e\u8a18\u9332\u306f\u3001\u767a\u8868\u524d\u306e\u60c5\u5831\u3092\u3044\u3064\u30fb\u3069\u3053\u3078\u51fa\u3057\u305f\u304b\u306e\u8a18\u9332\u3067\u3059\u3002** \u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u9632\u6b62\u306e\u793e\u5185\u7ba1\u7406\u3068\u5408\u308f\u305b\u3066\u4fdd\u7ba1\u671f\u9593\u3068\u95b2\u89a7\u8005\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":45,"after_minutes_per_case":17,"hourly_cost":4500,"before_hours_month":30,"after_hours_month":11.300000000000000710542735760100185871124267578125,"saved_hours_month":18.699999999999999289457264239899814128875732421875,"reduction_rate":62,"saved_hours_year":224,"annual_cost_effect":1008000,"summary":"\u6c7a\u7b97\u77ed\u4fe1\u30fb\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\u3068\u904e\u53bb\u306e\u8aac\u660e\u4f1a\u306e\u8cea\u7591\u8a18\u9332\u3092\u5165\u529b\u306b\u3001\u524d\u56de\u805e\u304b\u308c\u3066\u4eca\u56de\u6570\u5b57\u304c\u52d5\u3044\u305f\u8ad6\u70b9\u304b\u3089\u60f3\u5b9a\u8cea\u554f\u3092\u51fa\u3057\u3001\u8cc7\u6599\u540d\u3068\u30da\u30fc\u30b8\u3092\u6839\u62e0\u306b\u4ed8\u3051\u305f\u56de\u7b54\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002\u6570\u5024\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u3001IR\u62c5\u5f53\u306e\u4f5c\u696d\u306f\u3001\u8a18\u9332\u306e\u8aad\u307f\u8fd4\u3057\u3068\u56de\u7b54\u306e\u57f7\u7b46\u304b\u3089\u3001\u6839\u62e0\u3092\u898b\u3066\u76f4\u3059\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u6c7a\u7b97\u77ed\u4fe1\u3068\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\u306e\u539f\u7a3f\u304c\u3067\u304d\u308b\uff08\u767a\u8868\u306e2\u301c3\u9031\u9593\u524d\uff09\n2. IR\u62c5\u5f53\u304c\u524d\u56de\u306e\u60f3\u5b9a\u554f\u7b54\u96c6\u3068\u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332\u3092\u8aad\u307f\u8fd4\u3057\u3001\u805e\u304b\u308c\u305d\u3046\u306a\u8ad6\u70b9\u3092\u66f8\u304d\u51fa\u3059\n3. \u8cc7\u6599\u304b\u3089\u6570\u5024\u3092\u62fe\u3044\u3001\u524d\u5e74\u540c\u671f\u6bd4\u3084\u524d\u56db\u534a\u671f\u6bd4\u3092Excel\u3067\u8a08\u7b97\u3059\u308b\n4. \u8ad6\u70b9\u3054\u3068\u306b\u60f3\u5b9a\u8cea\u554f\u3092\u7acb\u3066\u3001\u56de\u7b54\u6848\u3092\u66f8\u304f\n5. \u4e8b\u696d\u90e8\u9580\u3078\u3001\u56de\u7b54\u6848\u3068\u6570\u5024\u306e\u78ba\u8a8d\u3092\u30e1\u30fc\u30eb\u3067\u4f9d\u983c\u3059\u308b\n6. \u8fd4\u3063\u3066\u304d\u305f\u4fee\u6b63\u3092\u53cd\u6620\u3057\u3001\u8cc7\u6599\u306e\u6700\u7d42\u7248\u3068\u6570\u5024\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u76f4\u3059\n7. CFO\u30fb\u793e\u9577\u3068\u306e\u30ea\u30cf\u30fc\u30b5\u30eb\u3067\u8aad\u307f\u5408\u308f\u305b\u308b\n\n\u554f\u984c\u306f3\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u8aad\u307f\u8fd4\u3057\u306b\u6642\u9593\u304c\u6d88\u3048\u308b\u3002** 8\u56db\u534a\u671f\u5206\u306e\u8cea\u7591\u306f1\u56de30\u554f\u3067\u3082240\u554f\u3067\u3059\u3002\u300c\u524d\u56de\u3001\u5728\u5eab\u306e\u8cea\u554f\u306b\u3069\u3046\u7b54\u3048\u305f\u304b\u300d\u3092\u63a2\u3059\u3060\u3051\u3067\u6642\u9593\u304c\u904e\u304e\u307e\u3059\u3002\n\n**\uff08b\uff09\u6570\u5024\u306e\u98df\u3044\u9055\u3044\u306b\u6c17\u3065\u304d\u306b\u304f\u3044\u3002** \u8cc7\u6599\u306e\u6700\u7d42\u7248\u3067\u6570\u5024\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u554f\u7b54\u96c6\u306f\u53e4\u3044\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002\u8cc7\u6599\u3068\u9055\u3046\u6570\u5024\u3092\u7b54\u3048\u308c\u3070\u8a02\u6b63\u304c\u5fc5\u8981\u3067\u3059\u3002\n\n**\uff08c\uff09\u7dda\u5f15\u304d\u3068\u52d8\u304c\u5c5e\u4eba\u5316\u3057\u3066\u3044\u308b\u3002** \u90e8\u9580\u304c\u66f8\u304d\u8db3\u3059\u5185\u8a33\u3092\u4f7f\u3063\u3066\u3088\u3044\u304b\u3001\u3053\u306e\u5c40\u9762\u3067\u4f55\u3092\u805e\u304b\u308c\u308b\u304b\u306e\u5224\u65ad\u304c\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u982d\u306e\u4e2d\u306b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u6c7a\u7b97\u77ed\u4fe1\u3068\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\u306e\u539f\u7a3f\u304c\u3067\u304d\u308b\uff08\u767a\u8868\u306e2\u301c3\u9031\u9593\u524d\uff09","IR\u62c5\u5f53\u304c\u524d\u56de\u306e\u60f3\u5b9a\u554f\u7b54\u96c6\u3068\u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332\u3092\u8aad\u307f\u8fd4\u3057\u3001\u805e\u304b\u308c\u305d\u3046\u306a\u8ad6\u70b9\u3092\u66f8\u304d\u51fa\u3059","\u8cc7\u6599\u304b\u3089\u6570\u5024\u3092\u62fe\u3044\u3001\u524d\u5e74\u540c\u671f\u6bd4\u3084\u524d\u56db\u534a\u671f\u6bd4\u3092Excel\u3067\u8a08\u7b97\u3059\u308b","\u8ad6\u70b9\u3054\u3068\u306b\u60f3\u5b9a\u8cea\u554f\u3092\u7acb\u3066\u3001\u56de\u7b54\u6848\u3092\u66f8\u304f","\u4e8b\u696d\u90e8\u9580\u3078\u3001\u56de\u7b54\u6848\u3068\u6570\u5024\u306e\u78ba\u8a8d\u3092\u30e1\u30fc\u30eb\u3067\u4f9d\u983c\u3059\u308b","\u8fd4\u3063\u3066\u304d\u305f\u4fee\u6b63\u3092\u53cd\u6620\u3057\u3001\u8cc7\u6599\u306e\u6700\u7d42\u7248\u3068\u6570\u5024\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u76f4\u3059","CFO\u30fb\u793e\u9577\u3068\u306e\u30ea\u30cf\u30fc\u30b5\u30eb\u3067\u8aad\u307f\u5408\u308f\u305b\u308b"],"after_flow":"1. IR\u62c5\u5f53\u304c\u3001\u8cc7\u6599\u306ePDF\u3068\u6c7a\u7b97\u6570\u5024\u4e00\u89a7\u3092\u56db\u534a\u671f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u524d\u56de\u306e\u8aac\u660e\u4f1a\u306e\u8cea\u7591\u3092\u3001\u30ab\u30c6\u30b4\u30ea\u3068\u8ad6\u70b9\u306b\u5206\u3051\u308b\uff08\u305d\u308c\u4ee5\u524d\u306e\u5206\u306f\u6574\u7406\u6e08\u307f\uff09\n3. **\u3010\u81ea\u52d5\u3011** \u6c7a\u7b97\u6570\u5024\u4e00\u89a7\u304b\u3089\u3001\u524d\u671f\u6bd4\u3067\u5927\u304d\u304f\u52d5\u3044\u305f\u9805\u76ee\u3092\u8a08\u7b97\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u300c\u904e\u53bb\u306b\u805e\u304b\u308c\u305f\u8ad6\u70b9\u300d\u3068\u300c\u4eca\u56de\u52d5\u3044\u305f\u6570\u5024\u300d\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u8ad6\u70b9\u3054\u3068\u306b\u3001\u958b\u793a\u8cc7\u6599\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u305f\u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u6848\u306e\u6570\u5024\u3068\u5f15\u7528\u304c\u6839\u62e0\u30da\u30fc\u30b8\u306b\u5b9f\u5728\u3059\u308b\u304b\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b\n7. **\u3010\u4eba\u3011** IR\u62c5\u5f53\u304c\u3001\u7167\u5408\u7d50\u679c\u3068\u6839\u62e0\u30da\u30fc\u30b8\u3092\u898b\u3066\u56de\u7b54\u6848\u3092\u76f4\u3057\u3001\u63a1\u5426\u3092\u6c7a\u3081\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u300c\u90e8\u9580\u78ba\u8a8d\u300d\u306b\u3057\u305f\u554f\u7b54\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u90e8\u9580\u3078\u78ba\u8a8d\u4f9d\u983c\u3092\u9001\u308b\n9. **\u3010\u4eba\u3011** \u90e8\u9580\u304c\u4e8b\u5b9f\u95a2\u4fc2\u3092\u76f4\u3057\u3001\u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u304c\u52a0\u308f\u3063\u305f\u554f\u7b54\u306fIR\u8cac\u4efb\u8005\u304c\u5224\u65ad\u3059\u308b\n10. **\u3010\u4eba\u3011** CFO\u30fb\u793e\u9577\u3068\u306e\u30ea\u30cf\u30fc\u30b5\u30eb\u3067\u8aad\u307f\u5408\u308f\u305b\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u63a2\u3059\u300d\u300c\u6570\u5024\u306e\u52d5\u304d\u3092\u62fe\u3046\u300d\u300c\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u300d\u300c\u7a81\u304d\u5408\u308f\u305b\u308b\u300d\u306e4\u3064\u3067\u3059\u3002**\u4f55\u3092\u7b54\u3048\u308b\u304b\u306f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002**","after_flow_steps":["IR\u62c5\u5f53\u304c\u3001\u8cc7\u6599\u306ePDF\u3068\u6c7a\u7b97\u6570\u5024\u4e00\u89a7\u3092\u56db\u534a\u671f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u524d\u56de\u306e\u8aac\u660e\u4f1a\u306e\u8cea\u7591\u3092\u3001\u30ab\u30c6\u30b4\u30ea\u3068\u8ad6\u70b9\u306b\u5206\u3051\u308b\uff08\u305d\u308c\u4ee5\u524d\u306e\u5206\u306f\u6574\u7406\u6e08\u307f\uff09","**\u3010\u81ea\u52d5\u3011** \u6c7a\u7b97\u6570\u5024\u4e00\u89a7\u304b\u3089\u3001\u524d\u671f\u6bd4\u3067\u5927\u304d\u304f\u52d5\u3044\u305f\u9805\u76ee\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u300c\u904e\u53bb\u306b\u805e\u304b\u308c\u305f\u8ad6\u70b9\u300d\u3068\u300c\u4eca\u56de\u52d5\u3044\u305f\u6570\u5024\u300d\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8ad6\u70b9\u3054\u3068\u306b\u3001\u958b\u793a\u8cc7\u6599\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u305f\u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u6848\u306e\u6570\u5024\u3068\u5f15\u7528\u304c\u6839\u62e0\u30da\u30fc\u30b8\u306b\u5b9f\u5728\u3059\u308b\u304b\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b","**\u3010\u4eba\u3011** IR\u62c5\u5f53\u304c\u3001\u7167\u5408\u7d50\u679c\u3068\u6839\u62e0\u30da\u30fc\u30b8\u3092\u898b\u3066\u56de\u7b54\u6848\u3092\u76f4\u3057\u3001\u63a1\u5426\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u300c\u90e8\u9580\u78ba\u8a8d\u300d\u306b\u3057\u305f\u554f\u7b54\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u90e8\u9580\u3078\u78ba\u8a8d\u4f9d\u983c\u3092\u9001\u308b","**\u3010\u4eba\u3011** \u90e8\u9580\u304c\u4e8b\u5b9f\u95a2\u4fc2\u3092\u76f4\u3057\u3001\u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u304c\u52a0\u308f\u3063\u305f\u554f\u7b54\u306fIR\u8cac\u4efb\u8005\u304c\u5224\u65ad\u3059\u308b","**\u3010\u4eba\u3011** CFO\u30fb\u793e\u9577\u3068\u306e\u30ea\u30cf\u30fc\u30b5\u30eb\u3067\u8aad\u307f\u5408\u308f\u305b\u308b"],"architecture":"```\nSharePoint\uff08IR\u90e8\u3060\u3051\u304c\u958b\u3051\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\uff09\n \u251c \u6c7a\u7b97\u77ed\u4fe1\u30fb\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\uff08PDF\uff09\uff0f\u6c7a\u7b97\u6570\u5024\u4e00\u89a7\uff08Excel\uff09\n \u2514 \u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332\uff0f\u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u96c6\n \u2502\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011IR\u62c5\u5f53\u304c\u5b9f\u884c\uff08\u8cc7\u6599\u306e\u5dee\u3057\u66ff\u3048\u306f Power Automate \u304c\u901a\u77e5\uff09\nPython \u2500\u2500 \u30c6\u30ad\u30b9\u30c8\u5316 \/ \u8cea\u7591\u306e\u5206\u5272\u3068\u533f\u540d\u5316 \/ \u524d\u671f\u6bd4\u306e\u8a08\u7b97\n \u2502\n \u251c\u2500\u25b6 Azure OpenAI Service \u2500\u2500 \u904e\u53bb\u306e\u8cea\u7591\u3092\u8ad6\u70b9\u306b\u5206\u985e\uff08JSON\uff09\n \u251c\u2500\u25b6 Python \u2500\u2500 \u300c\u805e\u304b\u308c\u305f\u8ad6\u70b9\u300d\u00d7\u300c\u52d5\u3044\u305f\u6570\u5024\u300d\u3067\u512a\u5148\u9806\u4f4d\n \u251c\u2500\u25b6 Azure OpenAI Service \u2500\u2500 \u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\uff08\u6839\u62e0\u30da\u30fc\u30b8\u4ed8\u304dJSON\uff09\n \u2514\u2500\u25b6 Python \u2500\u2500 \u6570\u5024\u3068\u5f15\u7528\u3092\u6839\u62e0\u30da\u30fc\u30b8\u3068\u7167\u5408\uff08\u751f\u6210AI\u306f\u4f7f\u308f\u306a\u3044\uff09\n \u2502\n \u25bc\n\u554f\u7b54\u4e00\u89a7\uff08Excel\uff09\u2500\u2500\u3010\u4eba\u3011IR\u62c5\u5f53\u304c\u78ba\u8a8d\u30fb\u4fee\u6b63\n \u2502\n \u25bc\nSharePoint \u30ea\u30b9\u30c8\u300c\u90e8\u9580\u78ba\u8a8d\u300d\u2500\u25b6 Power Automate \u2500\u2500 \u62c5\u5f53\u90e8\u9580\u3078\u78ba\u8a8d\u4f9d\u983c\n \u2502\n \u25bc\n\u3010\u4eba\u3011\u90e8\u9580\u304c\u4fee\u6b63 \u2192\u3010\u4eba\u3011IR\u8cac\u4efb\u8005\u304c\u958b\u793a\u7bc4\u56f2\u3092\u5224\u65ad \u2192\u3010\u4eba\u3011\u30ea\u30cf\u30fc\u30b5\u30eb\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Python\uff08\u524d\u51e6\u7406\u30fb\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u30fb\u6570\u5024\u7167\u5408\uff09 | \u2015 |\n| \u751f\u6210AI | Azure OpenAI Service\uff08Structured Outputs\uff09 | OpenAI API\u3001Claude API\u3001Gemini API |\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Power Automate\uff08\u5dee\u3057\u66ff\u3048\u306e\u901a\u77e5\u30fb\u90e8\u9580\u78ba\u8a8d\u306e\u4f9d\u983c\uff09 | Make\u3001n8n |\n| \u691c\u7d22\u57fa\u76e4 | Azure AI Search\uff08\u672c\u683c\u69cb\u6210\u3067\u8ffd\u52a0\uff09 | OpenSearch\u3001Amazon Kendra |\n| \u751f\u6210AI | Microsoft 365 Copilot \u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u6700\u5c0f\u69cb\u6210\uff09 | ChatGPT\u3001Claude\u3001Gemini |\n| \u4fdd\u7ba1 | SharePoint\uff08IR\u90e8\u9650\u5b9a\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30ea\u30b9\u30c8\uff09 | Box\u3001Google Drive |\n\n\u6700\u5c0f\u69cb\u6210\u306f Microsoft 365 Copilot \u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u8a66\u3057\u3001\u534a\u81ea\u52d5\u5316\u304b\u3089 Azure OpenAI Service \u3092\u4f7f\u3044\u307e\u3059\u3002**\u56de\u7b54\u6848\u3092JSON\u3067\u53d7\u3051\u53d6\u308a\u3001\u6570\u5024\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3059\u308b\u305f\u3081**\u3067\u3059\u3002\n\n**\u691c\u7d22\u57fa\u76e4\u306f\u6700\u521d\u306f\u8981\u308a\u307e\u305b\u3093\u3002** \u958b\u793a\u8cc7\u6599\u306f\u6570\u5341\u30da\u30fc\u30b8\u3067\u3001\u95a2\u4fc2\u3059\u308b\u30da\u30fc\u30b8\u3060\u3051\u3092\u6e21\u305b\u3070\u8db3\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n| \u8d77\u70b9 | \u52d5\u304f\u3082\u306e |\n|:--|:--|\n| \u8cc7\u6599\u306e\u539f\u7a3f\u304c\u305d\u308d\u3063\u305f\uff08\u767a\u8868\u306e2\u301c3\u9031\u9593\u524d\uff09 | IR\u62c5\u5f53\u304c\u5b9f\u884c\u3057\u3001\u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u308b |\n| \u8cc7\u6599\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f | Power Automate \u304c\u901a\u77e5\u3057\u3001**\u7167\u5408\u3060\u3051**\u3092\u518d\u5b9f\u884c\u3059\u308b |\n| \u554f\u7b54\u3092\u300c\u90e8\u9580\u78ba\u8a8d\u4f9d\u983c\u300d\u306b\u3057\u305f | Power Automate \u304c\u62c5\u5f53\u90e8\u9580\u3078\u4f9d\u983c\u3092\u9001\u308b |\n\n**\u751f\u6210\u306f\u30d5\u30a1\u30a4\u30eb\u4fdd\u5b58\u306e\u305f\u3073\u306b\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u539f\u7a3f\u306f\u4f55\u5ea6\u3082\u5909\u308f\u308a\u3001\u305d\u306e\u305f\u3073\u306b\u672a\u516c\u8868\u306e\u8cc7\u6599\u3092\u9001\u308b\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002\n\n\u5dee\u3057\u66ff\u3048\u306e\u76e3\u8996\u306b\u306f\u3001SharePoint \u30c8\u30ea\u30ac\u30fc\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u307e\u305f\u306f\u5909\u66f4\u3055\u308c\u305f\u3068\u304d\uff08\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f\uff09\u300d\u3092\u4f7f\u3044\u3001\u300cFolder\u300d\u3067\u5bfe\u8c61\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6c7a\u7b97\u77ed\u4fe1\u30fb\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599 | **\u958b\u793a\u3059\u308bPDF\u3068\u540c\u3058\u3082\u306e** | SharePoint\uff08IR\u90e8\u9650\u5b9a\uff09 |\n| \u6c7a\u7b97\u6570\u5024\u4e00\u89a7 | \u4e3b\u8981\u9805\u76ee\u00d7\u56db\u534a\u671f\u306e\u6570\u5024\uff08\u767e\u4e07\u5186\uff09 | \u7d4c\u7406\u90e8\u3068\u5171\u6709\u3059\u308bExcel |\n| \u904e\u53bb\u306e\u8cea\u7591\u8a18\u9332 | 8\u56db\u534a\u671f\u5206\u306e\u66f8\u304d\u8d77\u3053\u3057\uff08\u8cea\u554f\u8005\u3001\u8cea\u554f\u3001\u56de\u7b54\u8005\u3001\u56de\u7b54\uff09 | SharePoint |\n| \u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u96c6 | \u8ad6\u70b9\u3001\u8cea\u554f\u3001\u56de\u7b54 | SharePoint |\n| \u8ad6\u70b9\u30ab\u30c6\u30b4\u30ea\u8868 | \u696d\u7e3e\u5168\u4f53\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u53d7\u6ce8\u3001\u4fa1\u683c\u30fb\u539f\u4fa1\u3001\u70ba\u66ff\u3001\u682a\u4e3b\u9084\u5143\u306a\u3069 | IR\u62c5\u5f53\u304c\u4f5c\u6210 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u958b\u793a\u8cc7\u6599\uff1a** PowerPoint\u3067\u306f\u306a\u304f**\u958b\u793a\u3059\u308bPDF\u3092\u4f7f\u3044\u307e\u3059\u3002** \u6839\u62e0\u3092\u30da\u30fc\u30b8\u756a\u53f7\u3067\u793a\u3059\u305f\u3081\u3001\u8aad\u307f\u624b\u306e\u8cc7\u6599\u3068\u30da\u30fc\u30b8\u304c\u305a\u308c\u308b\u3068\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u3002**\u6c7a\u7b97\u6570\u5024\u4e00\u89a7**\u306f\u3001\u7d4c\u7406\u90e8\u304c\u8cc7\u6599\u3068\u306e\u4e00\u81f4\u3092\u78ba\u8a8d\u6e08\u307f\u306e\u7248\u3092\u4f7f\u3044\u307e\u3059\u3002\n\nSharePoint \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u74b0\u5883\u3078\u6e21\u3059\u65b9\u6cd5\uff08\u540c\u671f\u30d5\u30a9\u30eb\u30c0\u304bAPI\u304b\uff09\u306f\u3001**\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u30da\u30fc\u30b8\u5358\u4f4d\u306e\u30c6\u30ad\u30b9\u30c8\u5316** \u2026 \u5404\u30da\u30fc\u30b8\u306e\u5148\u982d\u306b\u300c\u8cc7\u6599\u540d\uff0b\u30da\u30fc\u30b8\u756a\u53f7\u300d\u3092\u4ed8\u3051\u307e\u3059\u3002\u8868\u7d19\u30921\u30da\u30fc\u30b8\u76ee\u3068\u6570\u3048\u308b\u304b\u3001\u5370\u5b57\u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u4f7f\u3046\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\n2. **\u6587\u5b57\u5316\u3051\u306e\u78ba\u8a8d** \u2026 PDF\u306b\u3088\u3063\u3066\u306f\u53d6\u308a\u51fa\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u5316\u3051\u307e\u3059\u3002**\u5316\u3051\u305f\u307e\u307e\u7167\u5408\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u300c\u4e0d\u4e00\u81f4\u300d\u306b\u306a\u308a\u307e\u3059**\n3. **\u8cea\u7591\u306e\u5206\u5272\u3068\u533f\u540d\u5316** \u2026 \u8cea\u554f\u3068\u56de\u7b54\u306e\u7d44\u306bID\uff08\u4f8b\uff1a2026Q1-07\uff09\u3092\u4ed8\u3051\u3001\u8cea\u554f\u8005\u306e\u6c0f\u540d\u3068\u793e\u540d\u3092\u300c\u30a2\u30ca\u30ea\u30b9\u30c8A\u300d\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n4. **\u524d\u671f\u6bd4\u306e\u8a08\u7b97\u3068\u512a\u5148\u9806\u4f4d** \u2026 \u524d\u671f\u6bd4\u304c\u793e\u5185\u3067\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u9805\u76ee\u3092\u300c\u52d5\u3044\u305f\u9805\u76ee\u300d\u306b\u3057\u3001\u8ad6\u70b9\u3092 A\uff1d\u805e\u304b\u308c\u3066\u3044\u3066\u52d5\u3044\u305f\u3001B\uff1d\u805e\u304b\u308c\u3066\u3044\u306a\u3044\u304c\u5927\u304d\u304f\u52d5\u3044\u305f\u3001C\uff1d\u805e\u304b\u308c\u3066\u3044\u308b\u304c\u52d5\u3044\u3066\u3044\u306a\u3044\u3001\u306b\u5206\u3051\u307e\u3059\n5. **\u95a2\u4fc2\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u8ad6\u70b9\u306b\u7d10\u3065\u304f\u9805\u76ee\u540d\u3084\u30bb\u30b0\u30e1\u30f3\u30c8\u540d\u3067\u30da\u30fc\u30b8\u3092\u6587\u5b57\u5217\u691c\u7d22\u3057\u3001\u8a72\u5f53\u30da\u30fc\u30b8\u3060\u3051\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u904e\u53bb\u306e\u8cea\u7591\u306e\u5206\u985e | \u8cea\u554f\u3092\u30ab\u30c6\u30b4\u30ea\u3068\u8ad6\u70b9\uff08\u4f8b\uff1a\u300c\u8eca\u8f09\u5411\u3051\u53d7\u6ce8\u306e\u56de\u5fa9\u6642\u671f\u300d\uff09\u306b\u5206\u3051\u3001\u95a2\u4fc2\u3059\u308b\u6570\u5024\u9805\u76ee\u3092\u4ed8\u3051\u308b |\n| \u60f3\u5b9a\u8cea\u554f\u306e\u4f5c\u6210 | \u512a\u5148\u5ea6A\u30fbB\u306e\u8ad6\u70b9\u3054\u3068\u306b\u3001\u6570\u5024\u306e\u52d5\u304d\u3092\u3075\u307e\u3048\u305f\u8cea\u554f\u30922\u301c3\u901a\u308a\u306e\u5207\u308a\u53e3\u3067\u4f5c\u308b |\n| \u56de\u7b54\u6848\u3068\u6839\u62e0 | \u8a72\u5f53\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u3060\u3051\u3067\u56de\u7b54\u6848\u3092\u66f8\u304d\u3001\u8cc7\u6599\u540d\u30fb\u30da\u30fc\u30b8\u30fb\u539f\u6587\u3092\u4ed8\u3051\u308b |\n| \u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u306e\u660e\u793a | \u8cc7\u6599\u306b\u7b54\u3048\u304c\u306a\u3051\u308c\u3070\u56de\u7b54\u6848\u3092\u66f8\u304b\u305a\u3001\u7406\u7531\u3068\u78ba\u8a8d\u5148\u306e\u90e8\u9580\u3092\u793a\u3059 |\n\n**\u3055\u305b\u306a\u3044\u3053\u3068\u3082\u6c7a\u3081\u307e\u3059\u3002** \u524d\u671f\u6bd4\u306e\u8a08\u7b97\u3001\u5358\u4f4d\u306e\u63db\u7b97\u3001\u8cc7\u6599\u306b\u306a\u3044\u898b\u901a\u3057\u3001\u6570\u5024\u306e\u7167\u5408\u3067\u3059\u3002**\u7167\u5408\u3092\u751f\u6210AI\u306b\u3055\u305b\u308b\u3068\u3001\u7167\u5408\u7d50\u679c\u305d\u306e\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u624b\u6bb5\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u4e0a\u5834\u4f01\u696d\u306eIR\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4e0b\u306e\u3010\u8ad6\u70b9\u3011\u306b\u3064\u3044\u3066\u3001\u6c7a\u7b97\u8aac\u660e\u4f1a\u3067\u51fa\u305d\u3046\u306a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u56de\u7b54\u6848\u306b\u306f\u3010\u958b\u793a\u8cc7\u6599\u3011\u306e\u8a18\u8f09\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8cc7\u6599\u306b\u306a\u3044\u6570\u5024\u3001\u898b\u901a\u3057\u3001\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3010\u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u3011\u306f\u8a00\u3044\u56de\u3057\u306e\u53c2\u8003\u306b\u3060\u3051\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u305d\u3053\u306b\u3042\u308b\u6570\u5024\u306f\u53e4\u3044\u671f\u306e\u3082\u306e\u306a\u306e\u3067\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u306f\u8cc7\u6599\u306e\u8868\u8a18\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\uff08\u5104\u5186\u306b\u76f4\u3055\u306a\u3044\u3001\u25b3\u3092\u300c\u6e1b\u300d\u306b\n  \u8a00\u3044\u63db\u3048\u306a\u3044\uff09\u3002\u524d\u671f\u6bd4\u3084\u69cb\u6210\u6bd4\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u8cc7\u6599\u540d\u30fb\u30da\u30fc\u30b8\u30fb\u539f\u6587\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u539f\u6587\u306f\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cc7\u6599\u3067\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306f answer_draft \u3092 null \u306b\u3057\u3001\n  cannot_answer_reason \u3068 needs_department \u3092\u57cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8ad6\u70b9\u3011{topic}\uff08\u512a\u5148\u5ea6\uff1a{priority}\uff09\n\u3010\u4eca\u56de\u52d5\u3044\u305f\u6570\u5024\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3011{moved_items}\n\u3010\u904e\u53bb\u306e\u8cea\u7591\u3011{past_qa}\n\u3010\u524d\u56de\u307e\u3067\u306e\u60f3\u5b9a\u554f\u7b54\u3011{previous_qa}\n\u3010\u958b\u793a\u8cc7\u6599\uff08\u95a2\u4fc2\u30da\u30fc\u30b8\u306e\u307f\u3002\u5148\u982d\u306b\u8cc7\u6599\u540d\u3068\u30da\u30fc\u30b8\u756a\u53f7\uff09\u3011{pages}\n```\n\n**\u300c\u524d\u56de\u306e\u6570\u5024\u3092\u4f7f\u308f\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u3067\u3059\u3002** \u751f\u6210AI\u306f\u8a00\u3044\u56de\u3057\u3068\u4e00\u7dd2\u306b\u6570\u5024\u3082\u5f15\u304d\u7d99\u304e\u3084\u3059\u304f\u3001**\u53e4\u3044\u6570\u5024\u304c\u81ea\u7136\u306a\u6587\u7ae0\u306b\u7d1b\u308c\u308b\u3068\u4eba\u306e\u76ee\u3067\u306f\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"topic_id\": \"\",\n  \"priority\": \"A | B | C\",\n  \"questions\": [\n    {\n      \"question\": \"\",\n      \"based_on_past\": [\"2026Q1-07\"],\n      \"answer_draft\": \"\",\n      \"evidence\": [{ \"doc\": \"\u6c7a\u7b97\u8aac\u660e\u8cc7\u6599\", \"page\": 0, \"quote\": \"\" }],\n      \"cannot_answer_reason\": null,\n      \"needs_department\": []\n    }\n  ]\n}\n```\n\nAzure OpenAI Service \u306e Structured Outputs \u3067\u3001\u3053\u306e\u5f62\u3092 JSON Schema \u3068\u3057\u3066\u6307\u5b9a\u3057\u307e\u3059\uff08Chat Completions \u306f `response_format`\u3001Responses \u306f `text.format`\u3001`strict: true`\uff09\u3002**\u5168\u9805\u76ee\u3092 required \u306b\u3057\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u7a7a\u3067\u8fd4\u3059\u9805\u76ee\u306f\u578b\u3092 `[\"string\", \"null\"]` \u306b\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n**\u6570\u5024\u306e\u7167\u5408\uff08Python\uff09\uff1a** \u56de\u7b54\u6848\u306e\u6570\u5024\u304c\u6839\u62e0\u30da\u30fc\u30b8\u306b\u3042\u308b\u304b\u3001\u5f15\u7528\u3057\u305f\u539f\u6587\u304c\u305d\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u304b\u3092\u6587\u5b57\u5217\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\n\n```python\nimport re, unicodedata\nNUM = re.compile(r\"-?\\d+(?:\\.\\d+)?\")\n\ndef norm(s):  # \u5168\u89d2\u2192\u534a\u89d2\u300112,345\u219212345\u3001\u25b31,234\u2192-1234\n    s = unicodedata.normalize(\"NFKC\", s)\n    s = re.sub(r\"(?<=\\d),(?=\\d)\", \"\", s)\n    return re.sub(r\"[\u25b3\u25b2]\\s*\", \"-\", s)\n\ndef check(answer, evidence, pages):\n    bad, cited = [], \"\"\n    sq = lambda s: re.sub(r\"\\s+\", \"\", norm(s))\n    for e in evidence:\n        text = pages.get((e[\"doc\"], e[\"page\"]))\n        if text is None or sq(e[\"quote\"]) not in sq(text):\n            bad.append(e)  # \u30da\u30fc\u30b8\u3084\u539f\u6587\u304c\u898b\u3064\u304b\u3089\u306a\u3044\n        else:\n            cited += \"\\n\" + text\n    missing = set(NUM.findall(norm(answer))) - set(NUM.findall(norm(cited)))\n    return {\"bad_evidence\": bad, \"missing_numbers\": sorted(missing)}\n```\n\n\u7d50\u679c\u306f\u300c\u4e00\u81f4\u300d\u300c\u4e0d\u4e00\u81f4\u300d\u300c\u6839\u62e0\u4e0d\u6b63\u300d\u300c\u56de\u7b54\u306a\u3057\u300d\u306b\u5206\u3051\u3066Excel\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\u8cc7\u6599\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f\u3089\u7167\u5408\u3060\u3051\u3092\u3084\u308a\u76f4\u3057\u307e\u3059\u3002** \u300c\u4e0d\u4e00\u81f4\u300d\u306b\u5909\u308f\u3063\u305f\u554f\u7b54\u306f\u3001\u6570\u5024\u304c\u53e4\u304f\u306a\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\n\n**\u90e8\u9580\u3078\u306e\u78ba\u8a8d\u4f9d\u983c\uff08Power Automate\uff09\uff1a** \u78ba\u8a8d\u3092\u7d42\u3048\u305f\u554f\u7b54\u3092 SharePoint \u30ea\u30b9\u30c8\u300c\u90e8\u9580\u78ba\u8a8d\u300d\u306b1\u554f1\u884c\u3067\u767b\u9332\u3057\u3001\u72b6\u614b\u3092\u300c\u90e8\u9580\u78ba\u8a8d\u4f9d\u983c\u300d\u306b\u3059\u308b\u3068\u3001\u300c\u30a2\u30a4\u30c6\u30e0\u3092\u4f5c\u6210\u304b\u5909\u66f4\u3057\u305f\u5834\u5408\u300d\u30c8\u30ea\u30ac\u30fc\u3067\u62c5\u5f53\u90e8\u9580\u3078\u901a\u77e5\u3057\u307e\u3059\u3002\u90e8\u9580\u306f\u30ea\u30b9\u30c8\u306b\u76f4\u63a5\u4fee\u6b63\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002**\u6570\u5024\u304c\u66f8\u304d\u8db3\u3055\u308c\u305f\u554f\u7b54\u306b\u306f\u7167\u5408\u3092\u3082\u3046\u4e00\u5ea6\u304b\u3051\u307e\u3059\u3002** \u3053\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u5b9f\u884c\u307e\u3067\u6570\u5206\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u904b\u7528\u304c\u5b89\u5b9a\u3057\u3066\u3082\u5909\u3048\u307e\u305b\u3093\u3002** \u7d4c\u55b6\u9663\u304c\u53e3\u306b\u3059\u308b\u5185\u5bb9\u3067\u3042\u308a\u3001\u6570\u5024\u3092\u8aa4\u308c\u3070\u8a02\u6b63\u304c\u8981\u308a\u3001**\u672a\u516c\u8868\u306e\u91cd\u8981\u306a\u60c5\u5831\u3092\u8a71\u305b\u3070\u958b\u793a\u306e\u554f\u984c\u306b\u306a\u308b**\u305f\u3081\u3067\u3059\u3002\n\n| \u8ab0\u304c | \u4f55\u3092\u898b\u308b\u304b |\n|:--|:--|\n| IR\u62c5\u5f53 | \u300c\u4e00\u81f4\u300d\u4ee5\u5916\u306e\u554f\u7b54\u306e\u6570\u5024\u3001\u6839\u62e0\u30da\u30fc\u30b8\u3068\u306e\u5bfe\u5fdc\u3001\u8a00\u3044\u56de\u3057 |\n| \u4e8b\u696d\u90e8\u9580 | \u4e8b\u5b9f\u95a2\u4fc2\uff08\u53d7\u6ce8\u306e\u72b6\u6cc1\u3001\u4fa1\u683c\u6539\u5b9a\u306e\u6642\u671f\u306a\u3069\uff09 |\n| IR\u8cac\u4efb\u8005 | \u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u3092\u542b\u3080\u554f\u7b54\u3092\u4f7f\u3046\u304b\u3001\u3069\u3046\u7b54\u3048\u308b\u304b |\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3001\u300c\u4e00\u81f4\u300d\u3068\u305d\u308c\u4ee5\u5916\u3092\u5206\u3051\u3066\u4e26\u3079\u3001\u56de\u7b54\u6848\u306e\u6a2a\u306b\u6839\u62e0\u306e\u539f\u6587\u3092\u8868\u793a\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8cc7\u6599\u3067\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f | \u56de\u7b54\u6848\u3092\u7a7a\u6b04\u306b\u3057\u3001\u78ba\u8a8d\u5148\u90e8\u9580\u3092\u4ed8\u3051\u3066\u4eba\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u3067\u66f8\u304b\u305b\u306a\u3044** |\n| \u6839\u62e0\u30da\u30fc\u30b8\u306b\u306a\u3044\u6570\u5024\u304c\u3042\u308b | \u300c\u4e0d\u4e00\u81f4\u300d\u3067\u6b62\u3081\u308b\u3002\u76f4\u3059\u306e\u306f\u4eba |\n| \u5f15\u7528\u3057\u305f\u539f\u6587\u304c\u8cc7\u6599\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u6839\u62e0\u4e0d\u6b63\u300d\u3067\u6b62\u3081\u308b\u3002\u539f\u6587\u3092\u8981\u7d04\u30fb\u5275\u4f5c\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b |\n| \u8cc7\u6599\u304c\u5dee\u3057\u66ff\u308f\u3063\u305f | \u7167\u5408\u3060\u3051\u3092\u518d\u5b9f\u884c\u3057\u3001\u7d50\u679c\u304c\u5909\u308f\u3063\u305f\u554f\u7b54\u3092\u4e00\u89a7\u306b\u3059\u308b |\n| \u90e8\u9580\u306e\u4fee\u6b63\u3067\u8cc7\u6599\u306b\u306a\u3044\u60c5\u5831\u304c\u52a0\u308f\u3063\u305f | IR\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002**\u81ea\u52d5\u3067\u554f\u7b54\u96c6\u306b\u53cd\u6620\u3057\u306a\u3044** |\n| \u696d\u7e3e\u4e88\u60f3\u306e\u4fee\u6b63\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u671f | \u696d\u7e3e\u4e88\u60f3\u30ab\u30c6\u30b4\u30ea\u306f\u51e6\u7406\u304b\u3089\u5916\u3057\u3001IR\u8cac\u4efb\u8005\u306e\u7ba1\u7406\u4e0b\u3067\u4eba\u304c\u4f5c\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f7f\u3063\u305f\u8cc7\u6599\u306e\u7248\u3001\u751f\u6210AI\u306b\u9001\u3063\u305f\u5185\u5bb9\uff08\u8ad6\u70b9\u3068\u30da\u30fc\u30b8\uff09\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u7167\u5408\u7d50\u679c\u3068\u3001\u7167\u5408\u306b\u4f7f\u3063\u305f\u8cc7\u6599\u306e\u7248\n- IR\u62c5\u5f53\u30fb\u90e8\u9580\u30fbIR\u8cac\u4efb\u8005\u306e\u4fee\u6b63\u524d\u5f8c\u3001\u78ba\u8a8d\u8005\u3001\u65e5\u6642\n- \u8aac\u660e\u4f1a\u3067\u5b9f\u969b\u306b\u51fa\u305f\u8cea\u554f\u3068\u3001\u60f3\u5b9a\u554f\u7b54\u3068\u306e\u5bfe\u5fdc\n\n**\u9001\u3063\u305f\u5185\u5bb9\u306e\u8a18\u9332\u306f\u3001\u767a\u8868\u524d\u306e\u60c5\u5831\u3092\u3044\u3064\u30fb\u3069\u3053\u3078\u51fa\u3057\u305f\u304b\u306e\u8a18\u9332\u3067\u3059\u3002** \u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u9632\u6b62\u306e\u793e\u5185\u7ba1\u7406\u3068\u5408\u308f\u305b\u3066\u4fdd\u7ba1\u671f\u9593\u3068\u95b2\u89a7\u8005\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup":"**\u767a\u8868\u6e08\u307f\u306e\u524d\u56de\u6c7a\u7b97\u3067\u8a66\u3057\u307e\u3059\u3002** \u516c\u8868\u6e08\u307f\u306e\u8cc7\u6599\u3060\u3051\u306a\u3089\u3001\u672a\u516c\u8868\u60c5\u5831\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b\u524d\u306b\u691c\u8a3c\u3067\u304d\u307e\u3059\u3002\n\n1. \u524d\u56de\uff08\u767a\u8868\u6e08\u307f\uff09\u306e\u6c7a\u7b97\u77ed\u4fe1\u30fb\u8aac\u660e\u8cc7\u6599\u306ePDF\u3068\u3001\u305d\u308c\u4ee5\u524d8\u56db\u534a\u671f\u5206\u306e\u8cea\u7591\u8a18\u9332\u3092\u3001IR\u90e8\u3060\u3051\u304c\u958b\u3051\u308b SharePoint \u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\n2. Microsoft 365 Copilot \u3067\u65b0\u3057\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u308a\u3001\u305d\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u30ca\u30ec\u30c3\u30b8\u306b\u8ffd\u52a0\u3059\u308b\n3. \u300cOnly use specified sources\uff08\u6307\u5b9a\u3057\u305f\u30bd\u30fc\u30b9\u306e\u307f\u3092\u4f7f\u7528\uff09\u300d\u3092\u30aa\u30f3\u306b\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8aac\u660e\u306b\u7b2c7\u7ae0\u306e\u53b3\u5b88\u4e8b\u9805\u3092\u66f8\u304f\n4. \u300c\u524d\u56de\u306e\u8aac\u660e\u4f1a\u3067\u51fa\u305d\u3046\u306a\u8cea\u554f\u3092\u8ad6\u70b9\u3054\u3068\u306b20\u554f\u3002\u56de\u7b54\u6848\u3068\u8cc7\u6599\u540d\u30fb\u30da\u30fc\u30b8\u3082\u300d\u3068\u983c\u3080\n5. \u5b9f\u969b\u306e\u524d\u56de\u306e\u8cea\u7591\u3068\u6bd4\u3079\u3066\u3001\u5f53\u305f\u3063\u305f\u8ad6\u70b9\u306e\u6570\u3068\u3001\u56de\u7b54\u6848\u306e\u6570\u5024\u306e\u8aa4\u308a\u306e\u4ef6\u6570\u3092\u6570\u3048\u308b\n\nAgent Builder \u3067\u306f SharePoint \u306e\u30d5\u30a1\u30a4\u30eb\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30b5\u30a4\u30c8\u3092\u6700\u5927100\u4ef6\u307e\u3067\u30ca\u30ec\u30c3\u30b8\u306b\u3067\u304d\u3001**\u65e2\u5b58\u306e\u6a29\u9650\u3068\u79d8\u5bc6\u5ea6\u30e9\u30d9\u30eb\u306b\u5f93\u3044\u307e\u3059\u3002** \u305f\u3060\u3057 **\u3053\u306e\u8a2d\u5b9a\u3067\u3082\u4e00\u822c\u77e5\u8b58\u306e\u5229\u7528\u3092\u5b8c\u5168\u306b\u306f\u6b62\u3081\u3089\u308c\u306a\u3044**\u3068\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30d5\u30a1\u30a4\u30eb\u3092\u76f4\u63a5\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u3048\u308b\u5168\u54e1\u304c\u305d\u306e\u5185\u5bb9\u306b\u57fa\u3065\u304f\u56de\u7b54\u3092\u898b\u3089\u308c\u308b**\u305f\u3081\u3001\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n| \u7d50\u679c | \u5224\u65ad |\n|:--|:--|\n| \u5b9f\u969b\u306e\u8cea\u554f\u306e\u8ad6\u70b9\u3092\u534a\u5206\u4ee5\u4e0a\u5f53\u3066\u305f | \u534a\u81ea\u52d5\u5316\u3078\u9032\u3080\u4fa1\u5024\u304c\u3042\u308b |\n| \u8ad6\u70b9\u306f\u5f53\u305f\u308b\u304c\u3001\u6570\u5024\u306e\u8aa4\u308a\u304c\u591a\u3044 | \u60f3\u5b9a\u3069\u304a\u308a\u3002\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3059\u308b\u610f\u5473\u304c\u3042\u308b |\n| \u8ad6\u70b9\u304c\u307b\u3068\u3093\u3069\u5f53\u305f\u3089\u306a\u3044 | \u8cea\u7591\u8a18\u9332\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u30ab\u30c6\u30b4\u30ea\u304c\u7c97\u3044\u3002\u30ab\u30c6\u30b4\u30ea\u8868\u304b\u3089\u4f5c\u308a\u76f4\u3059 |","minimal_setup_short":"Microsoft 365 Copilot \u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u60f3\u5b9a\u8cea\u554f\u3068\u56de\u7b54\u6848\u3092\u4f5c\u308b\u3002\u6570\u5024\u306f\u4eba\u304c\u7167\u5408 \uff0f \u4e0b\u66f8\u304d\u306e\u307f","semi_auto_setup":"Python \u3067\u524d\u51e6\u7406\u30fb\u512a\u5148\u9806\u4f4d\u30fb\u7167\u5408\u3001Azure OpenAI Service \u3067\u5206\u985e\u3068\u56de\u7b54\u6848\u3001Power Automate \u3067\u901a\u77e5\u3068\u4f9d\u983c \uff0f \u6574\u7406\u3001\u512a\u5148\u9806\u4f4d\u3001\u56de\u7b54\u6848\u3001\u7167\u5408\u3001\u4f9d\u983c\u306e\u9001\u4ed8","full_setup":"\u4e0a\u8a18\uff0bAzure AI Search \u3067\u6570\u5e74\u5206\u306e\u8cea\u7591\u3092\u6a2a\u65ad\u691c\u7d22\uff0b\u8aac\u660e\u4f1a\u5f8c\u306e\u8cea\u7591\u306e\u53d6\u308a\u8fbc\u307f \uff0f \u4e0a\u8a18\uff0b\u671f\u3092\u307e\u305f\u3044\u3060\u691c\u7d22","level_note":"**\u3053\u306e\u8a18\u4e8b\u306e\u8a66\u7b97\uff081\u554f45\u5206\u219217\u5206\uff09\u306f\u534a\u81ea\u52d5\u5316\u304c\u524d\u63d0\u3067\u3059\u3002** \u6700\u5c0f\u69cb\u6210\u3067\u306f\u6570\u5024\u306e\u78ba\u8a8d\u304c\u6e1b\u308a\u307e\u305b\u3093\u3002\u672c\u683c\u69cb\u6210\u306e\u4fa1\u5024\u306f\u6642\u9593\u3067\u306f\u306a\u304f\u3001\u300c3\u5e74\u524d\u306e\u540c\u3058\u5c40\u9762\u3067\u3069\u3046\u7b54\u3048\u305f\u304b\u300d\u3092\u63a2\u305b\u308b\u3053\u3068\u3067\u3059\u3002\n\u691c\u7d22\u3092\u3064\u306a\u3050\u969b\u3001Azure OpenAI \u306e **On Your Data \u306f2026\u5e7410\u670814\u65e5\u306b\u63d0\u4f9b\u7d42\u4e86\u4e88\u5b9a**\u3067\u3001\u79fb\u884c\u5148\u306e Foundry Agent Service \u3067\u306f\u73fe\u6642\u70b9\u3067 Structured Outputs \u304c\u4f7f\u3048\u307e\u305b\u3093\u3002**\u691c\u7d22\u306f Python \u5074\u3067 Azure AI Search \u306b\u554f\u3044\u5408\u308f\u305b\u3001\u7d50\u679c\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5165\u308c\u308b\u5f62**\u304c\u5408\u3044\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u524d\u56de\u306e\u554f\u7b54\u96c6\u306e\u53e4\u3044\u6570\u5024\u304c\u56de\u7b54\u6848\u306b\u6df7\u3056\u308b | \u524d\u56de\u306e\u554f\u7b54\u306f\u8a00\u3044\u56de\u3057\u306e\u53c2\u8003\u306b\u9650\u5b9a\u3059\u308b\u3002\u7167\u5408\u3067\u62fe\u3046 |\n| \u767e\u4e07\u5186\u3068\u5104\u5186\u306e\u63db\u7b97\u3067\u7167\u5408\u304c\u5408\u308f\u306a\u3044 | \u8cc7\u6599\u306e\u8868\u8a18\u306e\u307e\u307e\u66f8\u304b\u305b\u308b\u3002\u8a71\u3057\u8a00\u8449\u3078\u306e\u8a00\u3044\u63db\u3048\u306f\u30ea\u30cf\u30fc\u30b5\u30eb\u3067\u4eba\u304c\u884c\u3046 |\n| \u6e1b\u5c11\u3092\u300c\u6e1b\u300d\u3068\u8a00\u3044\u63db\u3048\u3066\u4e0d\u4e00\u81f4\u306b\u306a\u308b | \u25b3\u8868\u8a18\u306e\u307e\u307e\u66f8\u304b\u305b\u3001\u7167\u5408\u5074\u3067\u8ca0\u306e\u6570\u306b\u305d\u308d\u3048\u308b |\n| \u8cc7\u6599\u306e\u5dee\u3057\u66ff\u3048\u5f8c\u306b\u7167\u5408\u3092\u3084\u308a\u76f4\u3057\u5fd8\u308c\u308b | Power Automate \u3067\u901a\u77e5\u3057\u3001\u7167\u5408\u7d50\u679c\u306b\u8cc7\u6599\u306e\u7248\u3092\u8a18\u9332\u3059\u308b |\n| \u30e9\u30d9\u30eb\u4ed8\u304d\u30d5\u30a1\u30a4\u30eb\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f5c\u308c\u306a\u3044 | \u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u6301\u3064\u30e9\u30d9\u30eb\u3067\u306f\u5931\u6557\u3059\u308b\u3068\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u3002\u30d5\u30a9\u30eb\u30c0\u6307\u5b9a\u306b\u3059\u308b |\n| \u691c\u7d22\u57fa\u76e4\u3092 On Your Data \u3067\u7d44\u3093\u3067\u3057\u307e\u3046 | 2026\u5e7410\u670814\u65e5\u306b\u63d0\u4f9b\u7d42\u4e86\u4e88\u5b9a\u3002\u65b0\u898f\u306b\u7d44\u307e\u306a\u3044 |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u767a\u8868\u524d\u306e\u6c7a\u7b97\u8cc7\u6599\u306e\u539f\u7a3f\u3001\u6c7a\u7b97\u6570\u5024\u4e00\u89a7\u3001\u90e8\u9580\u304b\u3089\u306e\u88dc\u8db3\u60c5\u5831\u3001\u8cea\u7591\u8a18\u9332\u3002**\u767a\u8868\u524d\u306e\u6c7a\u7b97\u6570\u5024\u306f\u3001\u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u898f\u5236\u306e\u91cd\u8981\u4e8b\u5b9f\u3084\u3001FD\u30eb\u30fc\u30eb\u306e\u91cd\u8981\u60c5\u5831\u306b\u5f53\u305f\u308a\u3046\u308b\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u672a\u516c\u8868\u306e\u6c7a\u7b97\u60c5\u5831\u3067\u3042\u308b\u3053\u3068** \u2026 \u91d1\u878d\u5e81\u306eQ&A\u3067\u306f\u3001\u6c7a\u7b97\u4e88\u60f3\u5024\u306e\u5927\u5e45\u306a\u4fee\u6b63\u304c\u91cd\u8981\u4e8b\u5b9f\u306e\u4f8b\u3067\u3059\u3002FD\u30eb\u30fc\u30eb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u6700\u4f4e\u9650\u7ba1\u7406\u3059\u3079\u304d\u60c5\u5831\u306b\u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u898f\u5236\u306e\u5bfe\u8c61\u60c5\u5831\u3068\u6c7a\u7b97\u60c5\u5831\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u539f\u7a3f\u3092\u51e6\u7406\u3059\u308b\u6642\u70b9\u3067\u7ba1\u7406\u306e\u5bfe\u8c61\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044**\n2. **\u767a\u8868\u524d\u5f8c\u3067\u6271\u3044\u3092\u5909\u3048\u308b** \u2026 \u540c\u3058Q&A\u3067\u306f\u3001TDnet\u3067\u901a\u77e5\u3057\u305f\u60c5\u5831\u304c\u300c\u9069\u6642\u958b\u793a\u60c5\u5831\u95b2\u89a7\u30b5\u30fc\u30d3\u30b9\u300d\u306b\u63b2\u8f09\u3055\u308c\u308b\u3068\u516c\u8868\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u63b2\u8f09\u524d\u306f\u3001\u898f\u7a0b\u3067\u8a8d\u3081\u3089\u308c\u305f\u74b0\u5883\u3068\u62c5\u5f53\u8005\u3060\u3051\u304c\u6271\u3044\u307e\u3059\u3002** \u63b2\u8f09\u5f8c\u3082\u3001\u90e8\u9580\u306e\u88dc\u8db3\u3092\u542b\u3080\u60f3\u5b9a\u554f\u7b54\u96c6\u306f\u793e\u5916\u79d8\u3067\u3059\n3. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 Azure OpenAI \u3067\u306f\u3001\u5165\u51fa\u529b\u304c\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u305a\u3001Global\u30fbDataZone \u4ee5\u5916\u306e\u914d\u7f6e\u3067\u306f\u6307\u5b9a\u5730\u57df\u5185\u3067\u51e6\u7406\u3055\u308c\u308b\u3068\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e0d\u6b63\u5229\u7528\u306e\u76e3\u8996\u3067\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u3082\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u914d\u7f6e\u306e\u7a2e\u985e\u3068\u76e3\u8996\u306e\u6271\u3044\u3092\u898f\u7a0b\u306b\u7167\u3089\u3057\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n4. **\u56de\u7b54\u306e\u7bc4\u56f2\uff08FD\u30eb\u30fc\u30eb\uff09** \u2026 \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u516c\u8868\u6e08\u307f\u60c5\u5831\u306e\u8a73\u7d30\u306a\u5185\u8a33\u3084\u88dc\u8db3\u8aac\u660e\u306f\u4e00\u822c\u306b\u305d\u308c\u81ea\u4f53\u3067\u306f\u5bfe\u8c61\u5916\u3068\u3059\u308b\u4e00\u65b9\u3001\u5951\u7d04\u6e08\u307f\u306e\u70ba\u66ff\u4e88\u7d04\u30ec\u30fc\u30c8\u306e\u3088\u3046\u306b\u696d\u7e3e\u306e\u5909\u5316\u304c\u5bb9\u6613\u306b\u4e88\u6e2c\u3067\u304d\u308b\u60c5\u5831\u306f\u91cd\u8981\u60c5\u5831\u306b\u5f53\u305f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u90e8\u9580\u306e\u88dc\u8db3\u304c\u3069\u3061\u3089\u304b\u306f\u958b\u793a\u62c5\u5f53\u3068\u6cd5\u52d9\u304c\u5224\u65ad\u3057\u307e\u3059**\n5. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3068\u500b\u4eba\u60c5\u5831** \u2026 \u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30ea\u30b9\u30c8\u3001\u51e6\u7406\u74b0\u5883\u3092IR\u90e8\u3068\u627f\u8a8d\u8005\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u6c0f\u540d\u3068\u6240\u5c5e\u306f\u9001\u308b\u524d\u306b\u8a18\u53f7\u306b\u3057\u307e\u3059\n6. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u4e0b\u66f8\u304d\u3001\u7167\u5408\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u9001\u4ed8\u307e\u3067\u3067\u3059\u3002**\u554f\u7b54\u96c6\u3092\u793e\u5916\u3078\u51fa\u3059\u64cd\u4f5c\u306f\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093**\n\n\u5236\u5ea6\u306f\u6539\u6b63\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u904b\u7528\u3092\u6c7a\u3081\u308b\u6642\u70b9\u3067\u91d1\u878d\u5e81\u306e\u6700\u65b0\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002","recommended_for":"\u56db\u534a\u671f\u3054\u3068\u306b\u6c7a\u7b97\u8aac\u660e\u4f1a\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u53d6\u6750\u3092\u884c\u3046\u4e0a\u5834\u4f01\u696d\u3067\u3001\u60f3\u5b9a\u554f\u7b54\u96c6\u304c1\u56de100\u554f\u4ee5\u4e0a\u3042\u308b\u5834\u5408\u3002\u904e\u53bb\u306e\u8aac\u660e\u4f1a\u306e\u8cea\u7591\u3092\u66f8\u304d\u8d77\u3053\u3057\u3066\u4fdd\u5b58\u3057\u3066\u3044\u308b\u3053\u3068\u3002\u6c7a\u7b97\u8cc7\u6599\u3068\u6c7a\u7b97\u6570\u5024\u306e\u4e00\u89a7\u3092 SharePoint \u306a\u3069\u3067\u7248\u7ba1\u7406\u3057\u3066\u3044\u308b\u3053\u3068\u3002Microsoft 365 \u307e\u305f\u306f Azure 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Data, privacy, and security for Foundry Models sold by Azure](https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/responsible-ai\/openai\/data-privacy) | 2026-09-14 |\n| On Your Data \u304c2026\u5e7410\u670814\u65e5\u306b\u63d0\u4f9b\u7d42\u4e86\u4e88\u5b9a\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: Azure OpenAI On Your Data (classic)](https:\/\/learn.microsoft.com\/en-us\/azure\/foundry-classic\/openai\/concepts\/use-your-data) | 2026-09-14 |\n| SharePoint \u30c8\u30ea\u30ac\u30fc\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u307e\u305f\u306f\u5909\u66f4\u3055\u308c\u305f\u3068\u304d\uff08\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u307f\uff09\u300d\u300c\u30a2\u30a4\u30c6\u30e0\u3092\u4f5c\u6210\u304b\u5909\u66f4\u3057\u305f\u5834\u5408\u300d\u304c\u3042\u308a\u3001\u5b9f\u884c\u307e\u3067\u6570\u5206\u304b\u304b\u308a\u3046\u308b\u3053\u3068 | [Microsoft Learn: Power Automate \u7528 SharePoint 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