{"id":15661,"date":"2026-10-15T14:08:22","date_gmt":"2026-10-15T05:08:22","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/n8n-saas-license-usage-audit\/"},"modified":"2026-10-15T14:08:22","modified_gmt":"2026-10-15T05:08:22","slug":"n8n-saas-license-usage-audit","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/n8n-saas-license-usage-audit\/","title":{"rendered":"SaaS \u3054\u3068\u306e\u5229\u7528\u8005\u3068\u30ed\u30b0\u30a4\u30f3\u306e\u8a18\u9332\u3092 n8n \u3067\u6bce\u65e5\u305f\u3081\u3066\u3001\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u5019\u88dc\u3092\u5224\u5b9a\u3057\u3001\u672c\u4eba\u3078\u306e\u56de\u53ce\u306e\u6848\u5185\u307e\u3067\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>SaaS \u3078\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u6bce\u65e5\u305f\u3081\u3001\u6708\u521d\u306b SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u3057\u3070\u3089\u304f\u4f7f\u3063\u3066\u3044\u306a\u3044\u4eba\u3092\u62fe\u3044\u307e\u3059\u3002AI \u304c\u305d\u306e\u4eba\u306e\u7533\u8acb\u306e\u7406\u7531\u3068\u5728\u7c4d\u306e\u72b6\u614b\u3092\u8aad\u3093\u3067\u56de\u53ce\u5019\u88dc\u304b\u4fdd\u7559\u304b\u3092\u5224\u5b9a\u3057\u3001\u672c\u4eba\u306b\u4f7f\u3044\u7d9a\u3051\u308b\u304b\u3092\u5c0b\u306d\u308b\u6848\u5185\u307e\u3067\u51fa\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1650","platform_main":"n8n","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-15","trigger":"**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u306b\u5206\u3051\u307e\u3059\u3002** \u6bce\u65e5\u6df1\u591c\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u305f\u3081\u308b\u6d41\u308c\u3068\u3001\u6708\u521d\u306b\u5224\u5b9a\u3068\u6848\u5185\u3092\u3059\u308b\u6d41\u308c\u3067\u3059\u3002**1\u3064\u306b\u307e\u3068\u3081\u308b\u3068\u3001\u6708\u521d\u306e\u51e6\u7406\u306e\u4e0d\u5177\u5408\u3067\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u307e\u3067\u6b62\u307e\u308a\u3001\u5224\u5b9a\u306e\u6750\u6599\u304c\u6b20\u3051\u307e\u3059\u3002**\n\n\u6bce\u65e5\u306e\u6d41\u308c\u306f Schedule Trigger \u30672:00\u306b\u52d5\u304b\u3057\u3001**\u524d\u65e5\u306e0:00\u304b\u308923:59\u307e\u3067\u3092\u53d6\u308a\u307e\u3059\u3002** \u6708\u521d\u306e\u6d41\u308c\u306f\u3001Schedule Trigger \u306e Months \u306e\u9593\u9694\u3067\u6bce\u67081\u65e5\u306e8:00\u306b\u3057\u307e\u3059\u3002\n\n**\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3067\u52d5\u304d\u3001**\u81ea\u524d\u3067\u7acb\u3066\u305f n8n \u306e\u65e2\u5b9a\u306f America\/New York \u3067\u3059\u3002** \u305d\u306e\u307e\u307e\u3060\u3068\u300c2:00\u300d\u304c\u65e5\u672c\u306e\u663c\u904e\u304e\u306b\u306a\u308a\u3001\u300c\u524d\u65e5\u300d\u306e\u7bc4\u56f2\u304c13\u301c14\u6642\u9593\u305a\u308c\u307e\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a\u3067 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332 | \u5229\u7528\u8005\u3001\u30a2\u30d7\u30ea\u3001\u65e5\u6642\u3001\u7d50\u679c | Microsoft Graph \u306e List signIns |\n| \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33 | \u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u6210\u529f\u3057\u305f\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5 | n8n \u306e Data Table\uff08\u6bce\u65e5\u305f\u3081\u305f\u3082\u306e\uff09 |\n| \u5272\u308a\u5f53\u3066\u306e\u4e00\u89a7 | SaaS \u3054\u3068\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u5229\u7528\u8005\u30fb\u30b0\u30eb\u30fc\u30d7\u3068\u3001\u5272\u308a\u5f53\u3066\u305f\u65e5 | Microsoft Graph \u306e appRoleAssignedTo |\n| \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u3044 SaaS \u306e\u5229\u7528\u8005 | \u5229\u7528\u8005\u3001\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u65e5\uff08\u7ba1\u7406\u753b\u9762\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u62c5\u5f53\u8005\u304c\u7f6e\u304f\u30d5\u30a9\u30eb\u30c0 |\n| SaaS \u53f0\u5e33 | \u57fa\u6e96\u65e5\u6570\u3001\u5951\u7d04\u306e\u5358\u4f4d\u3001\u6708\u984d\u3001\u66f4\u65b0\u65e5\u3001\u6ce8\u8a18\u3001\u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4e00\u89a7 | n8n \u306e Data Table |\n| \u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf | \u793e\u54e1\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u5728\u7c4d\u306e\u533a\u5206\u3001\u4f11\u8077\u306e\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u4e88\u5b9a\u65e5\u3001\u90e8\u7f72\u3001\u5165\u793e\u65e5 | \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u5229\u7528\u306e\u7533\u8acb\u306e\u8a18\u9332 | \u7533\u8acb\u65e5\u3001\u7533\u8acb\u8005\u3001\u7533\u8acb\u306e\u7406\u7531\uff08\u81ea\u7531\u8a18\u8ff0\uff09 | \u7533\u8acb\u30d5\u30a9\u30fc\u30e0\u306e\u56de\u7b54 |\n| \u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332 | \u524d\u56de\u307e\u3067\u306b\u672c\u4eba\u304c\u7b54\u3048\u305f\u5185\u5bb9\u3068\u65e5\u4ed8 | n8n \u306e Data Table |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7533\u8acb\u306e\u7406\u7531\u3068\u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332\u3067\u3059\u3002** \u65e5\u6570\u3068\u5728\u7c4d\u306e\u533a\u5206\u3060\u3051\u306a\u3089\u898f\u5247\u3067\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002**AI \u306b\u8aad\u307e\u305b\u308b\u610f\u5473\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u300c\u6c7a\u7b97\u306e\u3068\u304d\u3060\u3051\u300d\u3092\u8aad\u307f\u5206\u3051\u308b\u3068\u3053\u308d\u306b\u3042\u308a\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u65e5\u6570\u306f SaaS \u3054\u3068\u306b\u5909\u3048\u307e\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306a\u308930\u65e5\u3001\u7d4c\u8cbb\u7cbe\u7b97\u306a\u308960\u65e5\u3001\u76e3\u67fb\u5bfe\u5fdc\u306e\u9053\u5177\u306a\u3089180\u65e5\u3002**\u540c\u3058\u65e5\u6570\u3067\u898b\u308b\u3068\u3001\u983b\u5ea6\u306e\u4f4e\u3044 SaaS \u307b\u3069\u8aa4\u3063\u3066\u5019\u88dc\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002**","data_source":"**\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306f\u3001HTTP Request \u30ce\u30fc\u30c9\u3067 Microsoft Graph \u3092\u547c\u3073\u307e\u3059\u3002** \u8a8d\u8a3c\u306f\u3001Entra ID \u306b\u767b\u9332\u3057\u305f\u30a2\u30d7\u30ea\u306e OAuth2 \u306e\u8cc7\u683c\u60c5\u5831\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u547c\u3073\u65b9 | \u8981\u308b\u6a29\u9650 |\n|:--|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332 | `GET \/auditLogs\/signIns?$filter=createdDateTime ge {\u524d\u65e50\u6642} and createdDateTime le {\u524d\u65e523\u664259\u5206}` | AuditLog.Read.All |\n| SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066 | `GET \/servicePrincipals\/{id}\/appRoleAssignedTo` | Application.Read.All |\n\n**\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306f\u3001\u5fc5\u305a\u671f\u9593\u3067\u7d5e\u3063\u3066\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u3082\u3001\u8981\u6c42\u304c\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u306a\u3044\u3088\u3046\u306b `$filter` \u3067\u671f\u9593\u3092\u4ed8\u3051\u308b\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u30021\u56de\u306b\u8fd4\u308b\u306e\u306f\u6700\u59271,000\u4ef6\u3067\u3001\u7d9a\u304d\u306f `@odata.nextLink` \u306b\u5165\u308a\u307e\u3059\u3002**HTTP Request \u30ce\u30fc\u30c9\u306e\u30da\u30fc\u30b8\u9001\u308a\u3092\u300cResponse Contains Next URL\u300d\u306b\u3057\u3001Next URL \u306b `{{ $response.body[\"@odata.nextLink\"] }}` \u3092\u5165\u308c\u307e\u3059\u3002**\n\n**22\u672c\u306e appId \u3092 SaaS \u53f0\u5e33\u306b\u6301\u305f\u305b\u3001Code \u30ce\u30fc\u30c9\u3067\u305d\u306e\u8a18\u9332\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\u3002** \u305d\u306e\u3046\u3061`status.errorCode` \u304c0\uff08\u6210\u529f\uff09\u306e\u3082\u306e\u3060\u3051\u3092\u53d6\u308a\u3001**\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306b\u4e00\u756a\u65b0\u3057\u3044 `createdDateTime` \u3092 Data Table \u306b Upsert \u3057\u307e\u3059\u3002**\n\n**\u5272\u308a\u5f53\u3066\u306e\u4e00\u89a7\u306b\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u3067\u5272\u308a\u5f53\u3066\u305f\u3082\u306e\u304c\u6df7\u3056\u308a\u307e\u3059\u3002** `principalType` \u304c `Group` \u306e\u884c\u306f\u4eba\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30e1\u30f3\u30d0\u30fc\u3092\u5225\u306b\u5f15\u3044\u3066\u4eba\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\n\n**\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u30448\u672c\u306f\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304d\u51fa\u3057\u305f CSV \u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u8aad\u307f\u307e\u3059\u3002** \u5217\u540d\u304c SaaS \u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001SaaS \u53f0\u5e33\u306b\u5217\u306e\u5bfe\u5fdc\u3092\u6301\u305f\u305b\u3001**Code \u30ce\u30fc\u30c9\u3067\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002**","preprocessing":"1. **\u6642\u523b\u3092\u65e5\u672c\u6642\u9593\u306b\u305d\u308d\u3048\u308b** \u2026 Graph \u306e\u65e5\u6642\u306f ISO 8601 \u306e UTC \u3067\u3059\u3002\u65e5\u6570\u3092\u6570\u3048\u308b\u524d\u306b\u65e5\u672c\u6642\u9593\u306b\u76f4\u3057\u3001**\u65e5\u4ed8\u306e\u5883\u76ee\u30671\u65e5\u305a\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059**\n2. **\u5229\u7528\u8005\u3092\u793e\u54e1\u756a\u53f7\u306b\u7d50\u3073\u4ed8\u3051\u308b** \u2026 \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u3001\u4eba\u4e8b\u30c7\u30fc\u30bf\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002**\u6539\u59d3\u3084\u7570\u52d5\u3067\u30a2\u30c9\u30ec\u30b9\u304c\u5909\u308f\u3063\u305f\u4eba\u306f\u3001`userId` \u3067\u7d50\u3073\u4ed8\u3051\u76f4\u3057\u307e\u3059**\n3. **\u65e5\u6570\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089\u4eca\u65e5\u307e\u3067\u3001\u5272\u308a\u5f53\u3066\u306e\u65e5\u304b\u3089\u4eca\u65e5\u307e\u3067\u306e\u65e5\u6570\u3092\u51fa\u3057\u307e\u3059\n4. **\u57fa\u6e96\u3092\u8d85\u3048\u305f\u4eba\u3092\u62fe\u3046** \u2026 SaaS \u53f0\u5e33\u306e\u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u305f\u4eba\u3001\u5272\u308a\u5f53\u3066\u304b\u308930\u65e5\u4ee5\u4e0a\u305f\u3063\u3066\u4e00\u5ea6\u3082\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u4eba\u3092\u62fe\u3044\u307e\u3059\n5. **\u898f\u5247\u3067\u5148\u306b\u5206\u3051\u308b** \u2026 \u5272\u308a\u5f53\u3066\u304b\u308930\u65e5\u672a\u6e80\u306e\u4eba\u306f\u300c\u65b0\u898f\u300d\u3068\u3057\u3066\u5916\u3057\u3001SaaS \u53f0\u5e33\u306e\u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4e00\u89a7\u306b\u8f09\u308b\u3082\u306e\u306f\u300c\u5bfe\u8c61\u5916\u300d\u306b\u3057\u307e\u3059\n6. **\u4f11\u8077\u4e2d\u306e\u4eba\u3092\u4fdd\u7559\u306b\u3059\u308b** \u2026 \u4eba\u4e8b\u30c7\u30fc\u30bf\u3067\u4f11\u8077\u4e2d\u306e\u4eba\u306f\u3001**\u898f\u5247\u3067\u4fdd\u7559\u306b\u3057\u3001AI \u306b\u56de\u3057\u307e\u305b\u3093**\n7. **\u7533\u8acb\u306e\u7406\u7531\u3068\u904e\u53bb\u306e\u8fd4\u7b54\u3092\u4ed8\u3051\u308b** \u2026 \u305d\u306e\u4eba \u00d7 \u305d\u306e SaaS \u306e\u3082\u306e\u3092\u5f15\u3044\u3066\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092 AI \u3088\u308a\u5148\u306b\u7f6e\u304f\u306e\u306f\u3001\u898f\u5247\u3067\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3092 AI \u306b\u4efb\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u898f\u5247\u3067\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u4eba\u306b\u3064\u3044\u3066\u30015\u3064\u306e\u533a\u5206\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u3092\u5199\u3057\u3001\u6848\u5185\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u533a\u5206 | \u5224\u5b9a\u306e\u76ee\u5b89 | \u6839\u62e0\u306b\u3059\u308b\u8a18\u9332 |\n|:--|:--|:--|\n| `reclaim_candidate`\uff08\u56de\u53ce\u5019\u88dc\uff09 | \u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u3066\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u4f7f\u3046\u4e88\u5b9a\u3092\u793a\u3059\u8a18\u9332\u304c\u7121\u3044 | \u65e5\u6570\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54 |\n| `hold_seasonal`\uff08\u4fdd\u7559\uff1a\u5b63\u7bc0\u306e\u5229\u7528\uff09 | \u7533\u8acb\u306e\u7406\u7531\u3084\u904e\u53bb\u306e\u8fd4\u7b54\u306b\u3001\u6c7a\u307e\u3063\u305f\u6642\u671f\u306b\u3060\u3051\u4f7f\u3046\u65e8\u304c\u3042\u308b | \u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54 |\n| `hold_project`\uff08\u4fdd\u7559\uff1a\u671f\u9593\u306e\u5229\u7528\uff09 | \u6848\u4ef6\u30fb\u671f\u9593\u306e\u7d42\u308f\u308a\u304c\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u307e\u3060\u305d\u306e\u524d\u3067\u3042\u308b | \u7533\u8acb\u306e\u7406\u7531 |\n| `out_of_scope`\uff08\u5bfe\u8c61\u5916\uff09 | \u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u8aad\u3081\u308b | \u53f0\u5e33\u306e\u6ce8\u8a18\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u540d |\n| `needs_review`\uff08\u4eba\u304c\u898b\u308b\uff09 | \u8a18\u9332\u304c\u98df\u3044\u9055\u3046\u3001\u8aad\u307f\u53d6\u308c\u306a\u3044\u3001\u5224\u65ad\u306e\u6750\u6599\u304c\u8db3\u308a\u306a\u3044 | \uff0d |\n\n**AI \u306b\u8aad\u307e\u305b\u308b\u7406\u7531\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u8868\u73fe\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u300cQ\u672b\u3060\u3051\u300d\u300c\u6c7a\u7b97\u671f\u306b\u5229\u7528\u300d\u300c3\u30fb6\u30fb9\u30fb12\u6708\u300d\u300c\u76e3\u67fb\u5bfe\u5fdc\u7528\u300d\u306f\u3069\u308c\u3082\u5b63\u7bc0\u306e\u5229\u7528\u3067\u3059\u304c\u3001**\u898f\u5247\u306e\u8a00\u8449\u3067\u62fe\u304a\u3046\u3068\u3059\u308b\u3068\u3001\u66f8\u304d\u65b9\u306e\u6570\u3060\u3051\u6761\u4ef6\u304c\u8981\u308a\u307e\u3059\u3002** \u9006\u306b\u300c\u5f53\u9762\u300d\u300c\u3057\u3070\u3089\u304f\u300d\u300c\u3044\u305a\u308c\u4f7f\u3046\u300d\u306f\u3001\u4f7f\u3046\u6642\u671f\u3092\u793a\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u5b63\u7bc0\u306e\u5229\u7528\u306b\u306f\u5f53\u305f\u308a\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65e5\u6570\u306e\u8a08\u7b97\u3068\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u304b\u306e\u5224\u65ad | \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u6c7a\u3081\u308b\u3002AI \u306b\u6570\u3048\u3055\u305b\u308b\u3068\u65e5\u4ed8\u3092\u53d6\u308a\u9055\u3048\u308b |\n| \u56de\u53ce\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u672c\u4eba\u306e\u8fd4\u4e8b\u3068\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u6c7a\u3081\u308b |\n| \u672c\u4eba\u306e\u4ed5\u4e8b\u306e\u5185\u5bb9\u306e\u63a8\u6e2c | \u8a18\u9332\u306b\u7121\u3044\u300c\u3053\u306e\u8077\u7a2e\u306a\u3089\u4f7f\u308f\u306a\u3044\u306f\u305a\u300d\u3092\u6839\u62e0\u306b\u3057\u306a\u3044 |\n| \u6b21\u306b\u4f7f\u3046\u6642\u671f\u306e\u63a8\u6e2c | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3059\u308b |\n\n**3\u884c\u76ee\u304c\u4e00\u756a\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u90e8\u7f72\u304c\u300c\u55b6\u696d\u300d\u3067 SaaS \u304c\u300c\u8a2d\u8a08\u306e\u9053\u5177\u300d\u3060\u3068\u3001**\u300c\u55b6\u696d\u8077\u306b\u306f\u4e0d\u8981\u300d\u3068\u66f8\u3044\u3066\u56de\u53ce\u5019\u88dc\u306b\u3057\u304c\u3061\u3067\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3067\u3001SaaS \u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u898b\u76f4\u3057\u3092\u624b\u4f1d\u3046\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8a18\u9332\u3060\u3051\u3092\u898b\u3066\u3001\u3053\u306e\u5229\u7528\u8005\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u3069\u306e\u533a\u5206\u306b\u5f53\u305f\u308b\u304b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u56de\u53ce\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u533a\u5206\u3011\n- reclaim_candidate ... \u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u3066\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u4f7f\u3046\u4e88\u5b9a\u3092\u793a\u3059\u8a18\u9332\u304c\u7121\u3044\n- hold_seasonal ....... \u7533\u8acb\u306e\u7406\u7531\u3084\u904e\u53bb\u306e\u8fd4\u7b54\u306b\u3001\u6c7a\u307e\u3063\u305f\u6642\u671f\u306b\u3060\u3051\u4f7f\u3046\u65e8\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\n- hold_project ........ \u6848\u4ef6\u3084\u671f\u9593\u306e\u7d42\u308f\u308a\u304c\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u4eca\u65e5\u304c\u305d\u306e\u524d\u3067\u3042\u308b\n- out_of_scope ........ \u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u53f0\u5e33\u306e\u6ce8\u8a18\u304b\u3089\u8aad\u3081\u308b\n- needs_review ........ \u8a18\u9332\u3069\u3046\u3057\u304c\u98df\u3044\u9055\u3046\u3001\u6750\u6599\u304c\u8db3\u308a\u306a\u3044\u3001\u5224\u65ad\u304c\u3064\u304b\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306f needs_review \u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002reclaim_candidate \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u6570\u306f\u3010\u8a08\u7b97\u7d50\u679c\u3011\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u4ed8\u304b\u3089\u6570\u3048\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u5f53\u9762\u300d\u300c\u3057\u3070\u3089\u304f\u300d\u300c\u3044\u305a\u308c\u300d\u306f\u3001\u4f7f\u3046\u6642\u671f\u3092\u793a\u3057\u3066\u3044\u306a\u3044\u306e\u3067 hold_seasonal \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u7f72\u30fb\u5f79\u8077\u30fb\u8077\u7a2e\u304b\u3089\u3001\u305d\u306e SaaS \u304c\u8981\u308b\u304b\u8981\u3089\u306a\u3044\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306b\u4f7f\u3046\u6642\u671f\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 next_use_period \u3092\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u6587\u9762\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u3069\u306e\u8a18\u9332\u304b\u3092 source \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u8fd4\u7b54\u3067\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u3068\u7b54\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u65e5\u4ed8\u3068\u5185\u5bb9\u3092 evidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6848\u5185\u6587\u306f\u672c\u4eba\u3042\u3066\u306b\u3001\u3067\u3059\u30fb\u307e\u3059\u8abf\u3067\u3001\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u3068\u3001\u8fd4\u4e8b\u306e\u671f\u9650\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u56de\u53ce\u304c\u6c7a\u307e\u3063\u305f\u3088\u3046\u306a\u66f8\u304d\u65b9\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u5834\u5408\u306f\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3066\u304f\u3060\u3055\u3044\u300d\n  \u306e\u3088\u3046\u306b\u3001\u672c\u4eba\u304c\u9078\u3079\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5229\u7528\u8005\u3011{user}\n\u3010SaaS\u3011{saas_name}\uff08\u57fa\u6e96\u65e5\u6570 {threshold_days} \u65e5\uff09\n\u3010\u8a08\u7b97\u7d50\u679c\u3011\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089 {days_since_signin} \u65e5\u3001\u5272\u308a\u5f53\u3066\u304b\u3089 {days_since_assigned} \u65e5\n\u3010\u7533\u8acb\u306e\u7406\u7531\u3011{request_reason}\n\u3010\u904e\u53bb\u306e\u8fd4\u7b54\u3011{past_answers}\n\u3010\u53f0\u5e33\u306e\u6ce8\u8a18\u3011{saas_note}\n\u3010\u8fd4\u4e8b\u306e\u671f\u9650\u3011{reply_deadline}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3089 reclaim_candidate \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u56de\u53ce\u5019\u88dc\u306b\u5bc4\u308a\u307e\u3059\u3002** \u300c\u898b\u76f4\u3057\u3092\u624b\u4f1d\u3046\u300d\u3068\u3044\u3046\u5f79\u5272\u3092\u4e0e\u3048\u308b\u3068\u3001AI \u306f\u6e1b\u3089\u3059\u65b9\u5411\u306e\u7b54\u3048\u3092\u51fa\u305d\u3046\u3068\u3057\u307e\u3059\u3002**\u898b\u76f4\u3057\u306e\u76ee\u7684\u306f\u6e1b\u3089\u3059\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3060\u3068\u3001\u533a\u5206\u306e\u9078\u3073\u65b9\u3067\u793a\u3057\u307e\u3059\u3002**\n\n**\u300c\u65e5\u6570\u3092\u6570\u3048\u76f4\u3055\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u6570\u3048\u76f4\u3057\u305f\u5024\u304c\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u306e\u5024\u3068\u98df\u3044\u9055\u3046\u3068\u3001\u78ba\u8a8d\u3059\u308b\u4eba\u304c\u8ff7\u3046\u304b\u3089\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** n8n \u306e Structured Output Parser \u306b JSON Schema \u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u3053\u306e\u30ce\u30fc\u30c9\u306f JSON Schema \u306e `$ref` \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001**\u5b9a\u7fa9\u306f1\u3064\u306e\u584a\u306b\u5c55\u958b\u3057\u3066\u66f8\u304d\u307e\u3059\u3002**\n\n```json\n{\n  \"user_id\": \"\",\n  \"saas_id\": \"\",\n  \"category\": \"reclaim_candidate | hold_seasonal | hold_project | out_of_scope | needs_review\",\n  \"next_use_period\": \"\",\n  \"evidence\": [\n    { \"source\": \"request_reason | past_answer | saas_note\", \"text\": \"\" }\n  ],\n  \"conflicts\": [],\n  \"notice_draft\": {\n    \"subject\": \"\",\n    \"body\": \"\"\n  }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`category` \u3092\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u8aad\u307f\u66ff\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u300c`hold_seasonal` \u306e\u4eba\u306b\u306f\u6848\u5185\u3092\u9001\u3089\u305a\u3001\u6b21\u306e\u5b63\u7bc0\u304c\u904e\u304e\u305f\u6708\u306b\u3082\u3046\u4e00\u5ea6\u898b\u308b\u300d\u300c`reclaim_candidate` \u3060\u3051\u3092\u6848\u5185\u306e\u5bfe\u8c61\u306b\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u6271\u3044\u306f\u3001**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5206\u5c90\u3067\u6c7a\u3081\u307e\u3059\u3002** \u6271\u3044\u3092\u5909\u3048\u3066\u3082\u3001AI \u306e\u6307\u793a\u306f\u76f4\u3057\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`evidence` \u306b\u8a18\u9332\u306e\u7a2e\u985e\u304c\u4ed8\u304f\u3053\u3068\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u4e00\u89a7\u3067\u300c\u7533\u8acb\u306e\u7406\u7531\u306b\u3053\u3046\u66f8\u3044\u3066\u3042\u308b\u304b\u3089\u5b63\u7bc0\u306e\u5229\u7528\u300d\u3068\u8aad\u3081\u307e\u3059\u3002**\u8a18\u9332\u3092\u958b\u304d\u76f4\u3055\u305a\u306b\u3001\u5224\u5b9a\u304c\u59a5\u5f53\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`conflicts` \u3067\u98df\u3044\u9055\u3044\u3092\u62fe\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u306e\u7406\u7531\u306b\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u671f\u9593\u306e\u307f\u300d\u3068\u3042\u308b\u306e\u306b\u3001\u524d\u56de\u300c\u4eca\u5f8c\u3082\u4f7f\u3046\u300d\u3068\u7b54\u3048\u3066\u3044\u308b\u3088\u3046\u306a\u5834\u5408\u3067\u3001**`category` \u306b\u95a2\u4fc2\u306a\u304f\u4eba\u304c\u898b\u308b\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Microsoft Graph\uff08\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\uff09 | HTTP Request \u30ce\u30fc\u30c9\u3001OAuth2 | \u6bce\u65e5\u3001\u524d\u65e5\u5206\u3092\u53d6\u308b\u3002\u8aad\u307f\u53d6\u308a\u3060\u3051 |\n| Microsoft Graph\uff08\u5272\u308a\u5f53\u3066\uff09 | HTTP Request \u30ce\u30fc\u30c9\u3001OAuth2 | \u6708\u521d\u306b SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3092\u53d6\u308b\u3002\u8aad\u307f\u53d6\u308a\u3060\u3051 |\n| n8n \u306e Data Table | Data Table \u30ce\u30fc\u30c9\uff08Upsert\uff0fGet\uff0fUpdate\uff09 | \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\u3001SaaS \u53f0\u5e33\u3001\u8fd4\u7b54\u306e\u8a18\u9332 |\n| \u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf | \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u8fbc\u307f | \u5728\u7c4d\u306e\u533a\u5206\u3001\u4f11\u8077\u306e\u4e88\u5b9a\u3001\u90e8\u7f72 |\n| Microsoft Outlook | Microsoft Outlook \u30ce\u30fc\u30c9\uff08Send\uff0fSend and Wait for Response\uff09 | \u62c5\u5f53\u8005\u3078\u306e\u4e00\u89a7\u3068\u3001\u672c\u4eba\u3078\u306e\u6848\u5185 |\n\n**\u672c\u4eba\u3078\u306e\u6848\u5185\u306f\u3001Microsoft Outlook \u30ce\u30fc\u30c9\u306e Send and Wait for Response \u3067\u9001\u308a\u307e\u3059\u3002** \u5fdc\u7b54\u306e\u5f62\u306f Approval\u3001Free Text\u3001Custom Form \u306e3\u3064\u304c\u3042\u308a\u3001\u3053\u3053\u3067\u306f **Custom Form \u3067\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u306e\u9078\u629e\u3068\u3001\u4efb\u610f\u306e\u4e00\u8a00\u306e\u6b04\u3092\u4f5c\u308a\u307e\u3059\u3002** Limit Wait Time \u3067\u5f85\u3064\u671f\u9593\u309214\u65e5\u306b\u3057\u3001\u671f\u9650\u3092\u904e\u304e\u305f\u3089\u8fd4\u4e8b\u304c\u7121\u3044\u3082\u306e\u3068\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u518d\u958b\u3055\u305b\u307e\u3059\u3002\n\n**Microsoft Graph \u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5272\u308a\u5f53\u3066\u3092\u5916\u3059\u6a29\u9650\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6301\u305f\u305b\u308b\u3068\u3001**\u5224\u5b9a\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u8ab0\u304b\u306e\u4ed5\u4e8b\u3092\u6b62\u3081\u307e\u3059\u3002** \u5916\u3059\u306e\u306f\u62c5\u5f53\u8005\u304c\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u884c\u3044\u3001\u5916\u3057\u305f\u3053\u3068\u3092\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u66f8\u304d\u307e\u3059\u3002\u6a29\u9650\u3082\u3001\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u8aad\u3080 AuditLog.Read.All \u3068\u3001\u5272\u308a\u5f53\u3066\u3092\u8aad\u3080 Application.Read.All \u3060\u3051\u306b\u3057\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f2\u56de\u3067\u3059\u3002** \u6848\u5185\u3092\u9001\u308b\u524d\u3068\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\u524d\u3067\u3059\u3002\n\n1. **\u6848\u5185\u3092\u9001\u308b\u524d\u306b\u3001SaaS \u3054\u3068\u306e\u4e00\u89a7\u3092\u898b\u308b** \u2026 `reclaim_candidate` \u306e\u4eba\u306b\u6848\u5185\u3092\u9001\u3063\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5f79\u54e1\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u7a93\u53e3\u306b\u306a\u3063\u3066\u3044\u308b\u4eba\u306a\u3069\u3001\u6848\u5185\u306e\u9001\u308a\u65b9\u306b\u914d\u616e\u304c\u8981\u308b\u4eba\u306f\u3053\u3053\u3067\u5916\u3057\u307e\u3059**\n2. **`needs_review` \u3068 `conflicts` \u306e\u3042\u308b\u4eba\u3092\u898b\u308b** \u2026 \u8a18\u9332\u3092\u958b\u304d\u3001\u533a\u5206\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u533a\u5206\u3068\u7406\u7531\u3092\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059**\n3. **\u8fd4\u4e8b\u3092\u898b\u3066\u3001\u5916\u3059\u304b\u3092\u6c7a\u3081\u308b** \u2026 \u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u3068\u7b54\u3048\u305f\u4eba\u306f\u5916\u3057\u307e\u3059\u3002**\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u3068\u7b54\u3048\u305f\u4eba\u306f\u3001\u6b21\u306e\u898b\u76f4\u3057\u3067\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304b\u306a\u3044\u3088\u3046\u3001\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u671f\u9593\u3092\u6b8b\u3057\u307e\u3059**\n4. **\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u3092\u90e8\u9580\u9577\u306b\u56de\u3059** \u2026 14\u65e5\u3067\u8fd4\u4e8b\u304c\u7121\u3044\u4eba\u3060\u3051\u3092\u90e8\u9580\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u90e8\u9580\u9577\u306b\u9001\u308a\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u3092\u7406\u7531\u306b\u3001\u62c5\u5f53\u8005\u3060\u3051\u3067\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n\n**4\u756a\u76ee\u304c\u4fe1\u983c\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4f11\u6687\u306714\u65e5\u30e1\u30fc\u30eb\u3092\u898b\u306a\u3044\u4eba\u306f\u3044\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u3060\u3051\u3067\u5916\u3059\u3068\u3001\u6b21\u306e\u6848\u5185\u304c\u8aad\u307e\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u53d6\u5f97\u304c\u5931\u6557\u3057\u305f\u65e5\u304c\u3042\u308b | \u305d\u306e\u65e5\u3092\u300c\u6b20\u3051\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u3001**\u6b20\u3051\u304c\u3042\u308b\u671f\u9593\u306e\u5224\u5b9a\u306b\u306f `needs_review` \u3092\u4ed8\u3051\u308b** |\n| \u305f\u3081\u306f\u3058\u3081\u306660\u65e5\u305f\u3063\u3066\u3044\u306a\u3044 | \u57fa\u6e96\u65e5\u6570\u306b\u6e80\u305f\u306a\u3044 SaaS \u306f\u5224\u5b9a\u305b\u305a\u3001**\u305f\u3081\u305f\u65e5\u6570\u3092\u4e00\u89a7\u306b\u66f8\u304f** |\n| \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u3044 SaaS \u306e\u66f8\u304d\u51fa\u3057\u304c\u7f6e\u304b\u308c\u3066\u3044\u306a\u3044 | \u305d\u306e SaaS \u3092\u300c\u672a\u53d6\u5f97\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u3001\u5224\u5b9a\u3057\u306a\u3044 |\n| \u66f8\u304d\u51fa\u3057\u306e\u5217\u540d\u304c\u5909\u308f\u3063\u305f | \u53f0\u5e33\u306e\u5bfe\u5fdc\u3068\u5408\u308f\u306a\u3044\u5217\u304c\u3042\u308c\u3070\u6b62\u3081\u3001**\u63a8\u6e2c\u3067\u5217\u3092\u5f53\u3066\u306a\u3044** |\n| \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u793e\u54e1\u306b\u7d50\u3073\u4ed8\u304b\u306a\u3044 | `userId` \u3067\u7d50\u3073\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_review` |\n| \u9577\u304f\u540c\u3058\u753b\u9762\u3092\u958b\u3044\u305f\u307e\u307e\u4f7f\u3046 SaaS | \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u304c\u6b8b\u308a\u306b\u304f\u3044\u3002**\u53f0\u5e33\u306b\u300c\u8a18\u9332\u304c\u5c11\u306a\u3044 SaaS\u300d\u3068\u6ce8\u8a18\u3057\u3001\u57fa\u6e96\u65e5\u6570\u3092\u9577\u304f\u3059\u308b** |\n| \u672c\u4eba\u304c\u3059\u3067\u306b\u9000\u8077\u3057\u3066\u3044\u308b | \u4eba\u4e8b\u30c7\u30fc\u30bf\u3067\u9000\u8077\u3068\u5206\u304b\u308c\u3070\u3001\u3053\u306e\u6d41\u308c\u304b\u3089\u5916\u3057\u3066\u9000\u8077\u8005\u306e\u624b\u7d9a\u304d\u306b\u56de\u3059 |\n| AI \u306e\u5fdc\u7b54\u304c JSON \u306e\u5f62\u306b\u306a\u3089\u306a\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_review` |\n| \u8fd4\u4e8b\u306e\u671f\u9650\u5185\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u6b62\u307e\u3063\u305f | \u8fd4\u7b54\u306e\u8a18\u9332\u306e\u672a\u56de\u53ce\u3092\u7fcc\u671d\u306b\u898b\u76f4\u3057\u3001**\u6848\u5185\u3092\u4e8c\u91cd\u306b\u9001\u3089\u306a\u3044** |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u306f\u898b\u843d\u3068\u3055\u308c\u3084\u3059\u3044\u4f8b\u5916\u3067\u3059\u3002** List signIns \u304c\u8fd4\u3059\u306e\u306f\u5bfe\u8a71\u578b\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u3068\u6210\u529f\u3057\u305f\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u3067\u3001**\u753b\u9762\u3092\u958b\u3044\u305f\u307e\u307e\u4f7f\u3046 SaaS \u3067\u306f\u3001\u4f7f\u3063\u3066\u3044\u3066\u3082\u8a18\u9332\u304c\u6b8b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","log_storage":"- \u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u306e\u7d50\u679c\uff08\u53d6\u3063\u305f\u4ef6\u6570\u3001\u30da\u30fc\u30b8\u6570\u3001\u5931\u6557\u3057\u305f\u65e5\uff09\n- \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\uff08\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u65e5\u3068\u3001\u305d\u306e\u65e5\u3092\u53d6\u308a\u8fbc\u3093\u3060\u65e5\uff09\n- \u6708\u521d\u306e\u5224\u5b9a\u306e\u5165\u529b\uff08\u65e5\u6570\u3001\u5728\u7c4d\u306e\u533a\u5206\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54\uff09\u3068 AI \u306e\u51fa\u529b\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c\u533a\u5206\u3092\u5909\u3048\u305f\u8a18\u9332**\uff08\u3069\u306e\u4eba\u3092\u3001\u3069\u306e\u533a\u5206\u304b\u3089\u3001\u3069\u306e\u533a\u5206\u306b\u3001\u306a\u305c\uff09\n- \u6848\u5185\u3092\u9001\u3063\u305f\u65e5\u6642\u3001\u8fd4\u4e8b\u306e\u5185\u5bb9\u3068\u65e5\u6642\u3001\u8fd4\u4e8b\u306e\u7121\u304b\u3063\u305f\u4eba\n- **\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3057\u305f\u65e5\u3068\u3001\u5916\u3057\u305f\u62c5\u5f53\u8005**\n- \u5916\u3057\u305f\u3042\u306830\u65e5\u4ee5\u5185\u306b\u3001\u540c\u3058\u4eba\u304b\u3089\u518d\u3073\u5229\u7528\u306e\u7533\u8acb\u304c\u3042\u3063\u305f\u304b\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u57fa\u6e96\u65e5\u6570\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5916\u3057\u3066\u3059\u3050\u7533\u8acb\u3057\u76f4\u3055\u308c\u305f\u4eba\u304c\u591a\u3044 SaaS \u306f\u3001\u57fa\u6e96\u65e5\u6570\u304c\u77ed\u3059\u304e\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":30,"assumption_workdays":20,"volume_month":30,"before_minutes_per_case":120,"after_minutes_per_case":30,"hourly_cost":4500,"before_hours_month":60,"after_hours_month":15,"saved_hours_month":45,"reduction_rate":75,"saved_hours_year":540,"annual_cost_effect":2430000,"summary":"SaaS \u3078\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u6bce\u65e5\u305f\u3081\u3001\u6708\u521d\u306b SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u3057\u3070\u3089\u304f\u4f7f\u3063\u3066\u3044\u306a\u3044\u4eba\u3092\u62fe\u3044\u307e\u3059\u3002AI \u304c\u305d\u306e\u4eba\u306e\u7533\u8acb\u306e\u7406\u7531\u3068\u5728\u7c4d\u306e\u72b6\u614b\u3092\u8aad\u3093\u3067\u56de\u53ce\u5019\u88dc\u304b\u4fdd\u7559\u304b\u3092\u5224\u5b9a\u3057\u3001\u672c\u4eba\u306b\u4f7f\u3044\u7d9a\u3051\u308b\u304b\u3092\u5c0b\u306d\u308b\u6848\u5185\u307e\u3067\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. \u62c5\u5f53\u8005\u304c\u6708\u521d\u306b\u3001SaaS \u306e\u7ba1\u7406\u753b\u9762\u306b1\u3064\u305a\u3064\u5165\u308a\u3001\u5229\u7528\u8005\u3068\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u65e5\u3092\u66f8\u304d\u51fa\u3059\n2. \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\u306e\u793e\u54e1\u30c7\u30fc\u30bf\u3068\u793e\u54e1\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\n3. 60\u65e5\u4ee5\u4e0a\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u4eba\u306b\u5370\u3092\u4ed8\u3051\u3001\u4f11\u8077\u4e2d\u3084\u5165\u793e\u76f4\u5f8c\u306e\u4eba\u3092\u76ee\u3067\u5916\u3059\n4. \u6b8b\u3063\u305f\u4eba\u306e\u7533\u8acb\u306e\u7406\u7531\u3092\u63a2\u3057\u3066\u8aad\u307f\u3001\u5b63\u7bc0\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u306e\u5229\u7528\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u5206\u304b\u3089\u306a\u3044\u4eba\u3092\u90e8\u9580\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u90e8\u9580\u9577\u306b\u30e1\u30fc\u30eb\u3067\u5c0b\u306d\u308b\n6. \u90e8\u9580\u9577\u304b\u3089\u672c\u4eba\u306b\u805e\u3044\u3066\u3082\u3089\u3044\u3001\u8fd4\u4e8b\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u5199\u3059\n7. \u8fd4\u3057\u3066\u3088\u3044\u4eba\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u3001\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u5916\u3059\n\n**\uff08a\uff0930\u672c\u306e\u7ba1\u7406\u753b\u9762\u3092\u56de\u308b\u3060\u3051\u3067\u534a\u65e5\u304c\u6d88\u3048\u308b\u3002** \u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u8868\u793a\u306e\u3057\u304b\u305f\u3082\u66f8\u304d\u51fa\u3057\u306e\u5f62\u5f0f\u3082 SaaS \u3054\u3068\u306b\u9055\u3044\u3001**\u540c\u3058\u300c\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u300d\u309230\u901a\u308a\u306e\u65b9\u6cd5\u3067\u53d6\u3063\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u300c\u4f7f\u3063\u3066\u3044\u306a\u3044\u300d\u306e\u4e2d\u8eab\u304c\u65e5\u6570\u3067\u306f\u5206\u304b\u3089\u306a\u3044\u3002** 90\u65e5\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u4eba\u306e\u4e2d\u306b\u3001\u80b2\u5150\u4f11\u696d\u4e2d\u306e\u4eba\u3082\u3001\u5e744\u56de\u306e\u6c7a\u7b97\u306e\u3068\u304d\u3060\u3051\u4f7f\u3046\u4eba\u3082\u3001\u672c\u5f53\u306b\u8981\u3089\u306a\u304f\u306a\u3063\u305f\u4eba\u3082\u3044\u307e\u3059\u3002**\u898b\u5206\u3051\u308b\u306b\u306f\u8a18\u9332\u30921\u4eba\u305a\u3064\u958b\u304f\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u805e\u3044\u3066\u304b\u3089\u8fd4\u4e8b\u304c\u6765\u308b\u307e\u3067\u304c\u9577\u3044\u3002** \u90e8\u9580\u9577\u3092\u7d4c\u7531\u3059\u308b\u3068\u8fd4\u4e8b\u307e\u30671\u301c2\u9031\u9593\u304b\u304b\u308a\u3001**\u8ffd\u3044\u304b\u3051\u304d\u308c\u306a\u3044\u307e\u307e\u66f4\u65b0\u65e5\u3092\u8fce\u3048\u308b SaaS \u304c\u6bce\u6708\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u540c\u3058\u4eba\u306b\u6bce\u6708\u540c\u3058\u3053\u3068\u3092\u805e\u3044\u3066\u3057\u307e\u3046\u3002** \u300c\u6c7a\u7b97\u306e\u3068\u304d\u3060\u3051\u4f7f\u3046\u300d\u3068\u7b54\u3048\u305f\u8a18\u9332\u304c\u57cb\u3082\u308c\u3001**\u7fcc\u6708\u307e\u305f\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304d\u307e\u3059\u3002**","before_flow_steps":["\u62c5\u5f53\u8005\u304c\u6708\u521d\u306b\u3001SaaS \u306e\u7ba1\u7406\u753b\u9762\u306b1\u3064\u305a\u3064\u5165\u308a\u3001\u5229\u7528\u8005\u3068\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u65e5\u3092\u66f8\u304d\u51fa\u3059","\u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\u306e\u793e\u54e1\u30c7\u30fc\u30bf\u3068\u793e\u54e1\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u308b","60\u65e5\u4ee5\u4e0a\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u4eba\u306b\u5370\u3092\u4ed8\u3051\u3001\u4f11\u8077\u4e2d\u3084\u5165\u793e\u76f4\u5f8c\u306e\u4eba\u3092\u76ee\u3067\u5916\u3059","\u6b8b\u3063\u305f\u4eba\u306e\u7533\u8acb\u306e\u7406\u7531\u3092\u63a2\u3057\u3066\u8aad\u307f\u3001\u5b63\u7bc0\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u306e\u5229\u7528\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u5206\u304b\u3089\u306a\u3044\u4eba\u3092\u90e8\u9580\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u90e8\u9580\u9577\u306b\u30e1\u30fc\u30eb\u3067\u5c0b\u306d\u308b","\u90e8\u9580\u9577\u304b\u3089\u672c\u4eba\u306b\u805e\u3044\u3066\u3082\u3089\u3044\u3001\u8fd4\u4e8b\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u5199\u3059","\u8fd4\u3057\u3066\u3088\u3044\u4eba\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u3001\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u5916\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u65e5\u6df1\u591c\u3001\u524d\u65e5\u306e Entra ID \u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u53d6\u308a\u3001\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u65e5\u3092\u305f\u3081\u308b\n2. **\u3010\u4eba\u3011** \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u30448\u672c\u306f\u3001\u62c5\u5f53\u8005\u304c\u6708\u521d\u306b\u5229\u7528\u8005\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3057\u3066\u7f6e\u304f\n3. **\u3010\u81ea\u52d5\u3011** \u6708\u521d\u306e\u671d\u3001SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3092\u5f15\u304d\u3001\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u3068\u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf\u3092\u7d50\u3073\u4ed8\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u3001\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089\u306e\u65e5\u6570\u3068\u5272\u308a\u5f53\u3066\u304b\u3089\u306e\u65e5\u6570\u3092\u51fa\u3057\u3001SaaS \u3054\u3068\u306e\u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u305f\u4eba\u3092\u62fe\u3046\n5. **\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u4eba\u3054\u3068\u306b\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u5728\u7c4d\u306e\u533a\u5206\u3068\u4f11\u8077\u306e\u4e88\u5b9a\u3001\u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332\u3001\u53f0\u5e33\u306e\u6ce8\u8a18\u3092\u307e\u3068\u3081\u3066 AI \u306b\u6e21\u3059\n6. **\u3010\u81ea\u52d5\u3011** AI \u304c\u3001\u56de\u53ce\u5019\u88dc\u30fb\u4fdd\u7559\uff08\u5b63\u7bc0\uff09\u30fb\u4fdd\u7559\uff08\u671f\u9593\uff09\u30fb\u5bfe\u8c61\u5916\u30fb\u4eba\u304c\u898b\u308b\u306e5\u3064\u306b\u5224\u5b9a\u3057\u3001\u6839\u62e0\u3068\u6848\u5185\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8fd4\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u4f11\u8077\u4e2d\u306e\u4eba\u306f\u30014\u756a\u76ee\u306e\u6642\u70b9\u3067\u898f\u5247\u306b\u3088\u308a\u4fdd\u7559\u306b\u3057\u3066\u3042\u308b\uff08AI \u306e\u5224\u5b9a\u3067\u5909\u3048\u306a\u3044\uff09\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c SaaS \u3054\u3068\u306e\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u6848\u5185\u3092\u9001\u308b\u4eba\u3092\u6c7a\u3081\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u3042\u3066\u306b\u3001\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u3092\u9078\u3079\u308b\u6848\u5185\u3092\u30e1\u30fc\u30eb\u3067\u9001\u308a\u3001\u8fd4\u4e8b\u309214\u65e5\u5f85\u3064\n10. **\u3010\u81ea\u52d5\u3011** \u8fd4\u4e8b\u3092\u53f0\u5e33\u306b\u623b\u3057\u3001\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u3092\u4e00\u89a7\u306b\u307e\u3068\u3081\u308b\n11. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u8fd4\u4e8b\u3068\u4e00\u89a7\u3092\u898b\u3066\u3001\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\n\n**8\u756a\u76ee\u306811\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u6848\u5185\u3092\u9001\u308b\u76f8\u624b\u3092\u6c7a\u3081\u308b\u306e\u3082\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\u306e\u3082\u4eba\u3067\u3059\u3002**AI \u306e\u5224\u5b9a\u306f\u8a18\u9332\u3092\u8aad\u3080\u624b\u9593\u3092\u7701\u304f\u305f\u3081\u306e\u3082\u306e\u3067\u3001\u56de\u53ce\u3092\u6c7a\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**9\u756a\u76ee\u3067\u306f\u90e8\u9580\u9577\u3092\u7d4c\u7531\u305b\u305a\u672c\u4eba\u306b\u76f4\u63a5\u805e\u304d\u3001** \u90e8\u9580\u9577\u306b\u306f\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u306e\u4e00\u89a7\u3060\u3051\u3092\u9001\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u65e5\u6df1\u591c\u3001\u524d\u65e5\u306e Entra ID \u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u53d6\u308a\u3001\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u65e5\u3092\u305f\u3081\u308b","**\u3010\u4eba\u3011** \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u30448\u672c\u306f\u3001\u62c5\u5f53\u8005\u304c\u6708\u521d\u306b\u5229\u7528\u8005\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3057\u3066\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u6708\u521d\u306e\u671d\u3001SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3092\u5f15\u304d\u3001\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u3068\u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf\u3092\u7d50\u3073\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u3001\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089\u306e\u65e5\u6570\u3068\u5272\u308a\u5f53\u3066\u304b\u3089\u306e\u65e5\u6570\u3092\u51fa\u3057\u3001SaaS \u3054\u3068\u306e\u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u305f\u4eba\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u4eba\u3054\u3068\u306b\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u5728\u7c4d\u306e\u533a\u5206\u3068\u4f11\u8077\u306e\u4e88\u5b9a\u3001\u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332\u3001\u53f0\u5e33\u306e\u6ce8\u8a18\u3092\u307e\u3068\u3081\u3066 AI \u306b\u6e21\u3059","**\u3010\u81ea\u52d5\u3011** AI \u304c\u3001\u56de\u53ce\u5019\u88dc\u30fb\u4fdd\u7559\uff08\u5b63\u7bc0\uff09\u30fb\u4fdd\u7559\uff08\u671f\u9593\uff09\u30fb\u5bfe\u8c61\u5916\u30fb\u4eba\u304c\u898b\u308b\u306e5\u3064\u306b\u5224\u5b9a\u3057\u3001\u6839\u62e0\u3068\u6848\u5185\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4f11\u8077\u4e2d\u306e\u4eba\u306f\u30014\u756a\u76ee\u306e\u6642\u70b9\u3067\u898f\u5247\u306b\u3088\u308a\u4fdd\u7559\u306b\u3057\u3066\u3042\u308b\uff08AI \u306e\u5224\u5b9a\u3067\u5909\u3048\u306a\u3044\uff09","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c SaaS \u3054\u3068\u306e\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u6848\u5185\u3092\u9001\u308b\u4eba\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u3042\u3066\u306b\u3001\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u3092\u9078\u3079\u308b\u6848\u5185\u3092\u30e1\u30fc\u30eb\u3067\u9001\u308a\u3001\u8fd4\u4e8b\u309214\u65e5\u5f85\u3064","**\u3010\u81ea\u52d5\u3011** \u8fd4\u4e8b\u3092\u53f0\u5e33\u306b\u623b\u3057\u3001\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u3092\u4e00\u89a7\u306b\u307e\u3068\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u8fd4\u4e8b\u3068\u4e00\u89a7\u3092\u898b\u3066\u3001\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059"],"architecture":"```\n\u3010\u30c8\u30ea\u30ac\u30fc1\u3011\u6bce\u65e5 2:00\uff08Schedule Trigger\uff09\n   \u25bc\nn8n\n   \u251c\u2500 HTTP Request\uff08Microsoft Graph\uff09\u2500\u2500 \u524d\u65e5\u5206\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\uff08auditLogs\/signIns\uff09\n   \u251c\u2500 Code \u2500\u2500 \u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306b\u6700\u5f8c\u306e\u6210\u529f\u3057\u305f\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u3092\u307e\u3068\u3081\u308b\n   \u2514\u2500 Data Table \u2500\u2500 \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\u306b Upsert\n\n\u3010\u30c8\u30ea\u30ac\u30fc2\u3011\u6bce\u67081\u65e5 8:00\uff08Schedule Trigger\uff09\n   \u25bc\nn8n\n   \u251c\u2500 Data Table \u2500\u2500 SaaS \u53f0\u5e33\uff08\u57fa\u6e96\u65e5\u6570\u3001\u6ce8\u8a18\u3001\u5951\u7d04\u306e\u5358\u4f4d\uff09\n   \u251c\u2500 HTTP Request\uff08Microsoft Graph\uff09\u2500\u2500 SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\uff08appRoleAssignedTo\uff09\n   \u251c\u2500 \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u8fbc\u307f \u2500\u2500 \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u3044 SaaS \u306e\u5229\u7528\u8005\u4e00\u89a7\n   \u251c\u2500 \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u8fbc\u307f \u2500\u2500 \u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf\uff08\u5728\u7c4d\u3001\u4f11\u8077\u306e\u4e88\u5b9a\u3001\u90e8\u7f72\uff09\n   \u251c\u2500 Code \u2500\u2500 \u65e5\u6570\u306e\u8a08\u7b97\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u4eba\u306e\u62bd\u51fa\u3001\u4f11\u8077\u306e\u898f\u5247\n   \u25bc\nBasic LLM Chain \uff0b Anthropic Chat Model \uff0b Structured Output Parser\n   \u2502   \u56de\u53ce\u5019\u88dc\uff0f\u4fdd\u7559\uff0f\u5bfe\u8c61\u5916\uff0f\u4eba\u304c\u898b\u308b \u306e\u5224\u5b9a\u3068\u6848\u5185\u6587\n   \u25bc\nMicrosoft Outlook \u2500\u2500 \u62c5\u5f53\u8005\u3078 SaaS \u3054\u3068\u306e\u5224\u5b9a\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u6848\u5185\u3092\u9001\u308b\u4eba\u3092\u6c7a\u3081\u308b\u3011\n   \u25bc\nMicrosoft Outlook\uff08Send and Wait for Response\uff1aCustom Form\uff09\u2500\u2500 \u672c\u4eba\u3078\n   \u25bc\nData Table \u2500\u2500 \u8fd4\u7b54\u306e\u8a18\u9332 \uff0f \u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5404 SaaS \u3067\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | n8n | Make\u3001Zapier\u3001Power Automate |\n| \u751f\u6210AI | Claude\uff08n8n \u306e Anthropic Chat Model \u30ce\u30fc\u30c9\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | Microsoft Graph\uff08Entra ID \u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3068\u5272\u308a\u5f53\u3066\uff09 | Google Workspace \u306e Admin SDK Reports API |\n| \u4fdd\u7ba1 | n8n \u306e Data Table\uff08\u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\u3001\u8fd4\u7b54\u306e\u8a18\u9332\uff09 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3001\u793e\u5185\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u901a\u77e5 | Microsoft Outlook\uff08n8n \u306e Microsoft Outlook \u30ce\u30fc\u30c9\uff09 | Slack\u3001Microsoft Teams |\n\n**\u5229\u7528\u306e\u8a18\u9332\u3092 Entra ID \u304b\u3089\u53d6\u308b\u306e\u306f\u300122\u672c\u306e SaaS \u306e\u8a18\u9332\u304c1\u304b\u6240\u306b\u305d\u308d\u3046\u304b\u3089\u3067\u3059\u3002** Microsoft Graph \u306e List signIns \u304c\u8fd4\u30591\u4ef6\u306b\u306f\u3001\u5229\u7528\u8005\uff08`userPrincipalName`\u3001`userId`\uff09\u3001\u30a2\u30d7\u30ea\uff08`appDisplayName`\u3001`appId`\uff09\u3001\u65e5\u6642\uff08`createdDateTime`\uff09\u3001\u7d50\u679c\uff08`status.errorCode`\uff09\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u6bce\u65e5\u305f\u3081\u308b\u306e\u306f\u3001\u8a18\u9332\u304c30\u65e5\u3067\u6d88\u3048\u308b\u304b\u3089\u3067\u3059\u3002** \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u3001Free \u30677\u65e5\u3001P1 \u3068 P2 \u306730\u65e5\u3067\u3059\u3002**60\u65e5\u4f7f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\u306b\u306f\u300130\u65e5\u3088\u308a\u9577\u3044\u8a18\u9332\u304c\u8981\u308a\u307e\u3059\u3002** \u6bce\u65e5\u524d\u65e5\u5206\u3092\u53d6\u308a\u3001\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u65e5\u3060\u3051\u3092 n8n \u306e Data Table \u306b\u4e0a\u66f8\u304d\u3057\u307e\u3059\u3002Data Table \u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5168\u4f53\u3067\u65e2\u5b9a200 MiB\u307e\u3067\u306a\u306e\u3067\u3001**\u8a18\u9332\u3092\u5168\u90e8\u305f\u3081\u308b\u4f7f\u3044\u65b9\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u306b\u5206\u3051\u307e\u3059\u3002** \u6bce\u65e5\u6df1\u591c\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u305f\u3081\u308b\u6d41\u308c\u3068\u3001\u6708\u521d\u306b\u5224\u5b9a\u3068\u6848\u5185\u3092\u3059\u308b\u6d41\u308c\u3067\u3059\u3002**1\u3064\u306b\u307e\u3068\u3081\u308b\u3068\u3001\u6708\u521d\u306e\u51e6\u7406\u306e\u4e0d\u5177\u5408\u3067\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u307e\u3067\u6b62\u307e\u308a\u3001\u5224\u5b9a\u306e\u6750\u6599\u304c\u6b20\u3051\u307e\u3059\u3002**\n\n\u6bce\u65e5\u306e\u6d41\u308c\u306f Schedule Trigger \u30672:00\u306b\u52d5\u304b\u3057\u3001**\u524d\u65e5\u306e0:00\u304b\u308923:59\u307e\u3067\u3092\u53d6\u308a\u307e\u3059\u3002** \u6708\u521d\u306e\u6d41\u308c\u306f\u3001Schedule Trigger \u306e Months \u306e\u9593\u9694\u3067\u6bce\u67081\u65e5\u306e8:00\u306b\u3057\u307e\u3059\u3002\n\n**\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3067\u52d5\u304d\u3001**\u81ea\u524d\u3067\u7acb\u3066\u305f n8n \u306e\u65e2\u5b9a\u306f America\/New York \u3067\u3059\u3002** \u305d\u306e\u307e\u307e\u3060\u3068\u300c2:00\u300d\u304c\u65e5\u672c\u306e\u663c\u904e\u304e\u306b\u306a\u308a\u3001\u300c\u524d\u65e5\u300d\u306e\u7bc4\u56f2\u304c13\u301c14\u6642\u9593\u305a\u308c\u307e\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a\u3067 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332 | \u5229\u7528\u8005\u3001\u30a2\u30d7\u30ea\u3001\u65e5\u6642\u3001\u7d50\u679c | Microsoft Graph \u306e List signIns |\n| \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33 | \u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u6210\u529f\u3057\u305f\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5 | n8n \u306e Data Table\uff08\u6bce\u65e5\u305f\u3081\u305f\u3082\u306e\uff09 |\n| \u5272\u308a\u5f53\u3066\u306e\u4e00\u89a7 | SaaS \u3054\u3068\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u5229\u7528\u8005\u30fb\u30b0\u30eb\u30fc\u30d7\u3068\u3001\u5272\u308a\u5f53\u3066\u305f\u65e5 | Microsoft Graph \u306e appRoleAssignedTo |\n| \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u3044 SaaS \u306e\u5229\u7528\u8005 | \u5229\u7528\u8005\u3001\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u65e5\uff08\u7ba1\u7406\u753b\u9762\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u62c5\u5f53\u8005\u304c\u7f6e\u304f\u30d5\u30a9\u30eb\u30c0 |\n| SaaS \u53f0\u5e33 | \u57fa\u6e96\u65e5\u6570\u3001\u5951\u7d04\u306e\u5358\u4f4d\u3001\u6708\u984d\u3001\u66f4\u65b0\u65e5\u3001\u6ce8\u8a18\u3001\u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4e00\u89a7 | n8n \u306e Data Table |\n| \u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf | \u793e\u54e1\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u5728\u7c4d\u306e\u533a\u5206\u3001\u4f11\u8077\u306e\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u4e88\u5b9a\u65e5\u3001\u90e8\u7f72\u3001\u5165\u793e\u65e5 | \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u5229\u7528\u306e\u7533\u8acb\u306e\u8a18\u9332 | \u7533\u8acb\u65e5\u3001\u7533\u8acb\u8005\u3001\u7533\u8acb\u306e\u7406\u7531\uff08\u81ea\u7531\u8a18\u8ff0\uff09 | \u7533\u8acb\u30d5\u30a9\u30fc\u30e0\u306e\u56de\u7b54 |\n| \u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332 | \u524d\u56de\u307e\u3067\u306b\u672c\u4eba\u304c\u7b54\u3048\u305f\u5185\u5bb9\u3068\u65e5\u4ed8 | n8n \u306e Data Table |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7533\u8acb\u306e\u7406\u7531\u3068\u904e\u53bb\u306e\u8fd4\u7b54\u306e\u8a18\u9332\u3067\u3059\u3002** \u65e5\u6570\u3068\u5728\u7c4d\u306e\u533a\u5206\u3060\u3051\u306a\u3089\u898f\u5247\u3067\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002**AI \u306b\u8aad\u307e\u305b\u308b\u610f\u5473\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u300c\u6c7a\u7b97\u306e\u3068\u304d\u3060\u3051\u300d\u3092\u8aad\u307f\u5206\u3051\u308b\u3068\u3053\u308d\u306b\u3042\u308a\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u65e5\u6570\u306f SaaS \u3054\u3068\u306b\u5909\u3048\u307e\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306a\u308930\u65e5\u3001\u7d4c\u8cbb\u7cbe\u7b97\u306a\u308960\u65e5\u3001\u76e3\u67fb\u5bfe\u5fdc\u306e\u9053\u5177\u306a\u3089180\u65e5\u3002**\u540c\u3058\u65e5\u6570\u3067\u898b\u308b\u3068\u3001\u983b\u5ea6\u306e\u4f4e\u3044 SaaS \u307b\u3069\u8aa4\u3063\u3066\u5019\u88dc\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306f\u3001HTTP Request \u30ce\u30fc\u30c9\u3067 Microsoft Graph \u3092\u547c\u3073\u307e\u3059\u3002** \u8a8d\u8a3c\u306f\u3001Entra ID \u306b\u767b\u9332\u3057\u305f\u30a2\u30d7\u30ea\u306e OAuth2 \u306e\u8cc7\u683c\u60c5\u5831\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u547c\u3073\u65b9 | \u8981\u308b\u6a29\u9650 |\n|:--|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332 | `GET \/auditLogs\/signIns?$filter=createdDateTime ge {\u524d\u65e50\u6642} and createdDateTime le {\u524d\u65e523\u664259\u5206}` | AuditLog.Read.All |\n| SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066 | `GET \/servicePrincipals\/{id}\/appRoleAssignedTo` | Application.Read.All |\n\n**\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306f\u3001\u5fc5\u305a\u671f\u9593\u3067\u7d5e\u3063\u3066\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u3082\u3001\u8981\u6c42\u304c\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u306a\u3044\u3088\u3046\u306b `$filter` \u3067\u671f\u9593\u3092\u4ed8\u3051\u308b\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u30021\u56de\u306b\u8fd4\u308b\u306e\u306f\u6700\u59271,000\u4ef6\u3067\u3001\u7d9a\u304d\u306f `@odata.nextLink` \u306b\u5165\u308a\u307e\u3059\u3002**HTTP Request \u30ce\u30fc\u30c9\u306e\u30da\u30fc\u30b8\u9001\u308a\u3092\u300cResponse Contains Next URL\u300d\u306b\u3057\u3001Next URL \u306b `{{ $response.body[\"@odata.nextLink\"] }}` \u3092\u5165\u308c\u307e\u3059\u3002**\n\n**22\u672c\u306e appId \u3092 SaaS \u53f0\u5e33\u306b\u6301\u305f\u305b\u3001Code \u30ce\u30fc\u30c9\u3067\u305d\u306e\u8a18\u9332\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\u3002** \u305d\u306e\u3046\u3061`status.errorCode` \u304c0\uff08\u6210\u529f\uff09\u306e\u3082\u306e\u3060\u3051\u3092\u53d6\u308a\u3001**\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306b\u4e00\u756a\u65b0\u3057\u3044 `createdDateTime` \u3092 Data Table \u306b Upsert \u3057\u307e\u3059\u3002**\n\n**\u5272\u308a\u5f53\u3066\u306e\u4e00\u89a7\u306b\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u3067\u5272\u308a\u5f53\u3066\u305f\u3082\u306e\u304c\u6df7\u3056\u308a\u307e\u3059\u3002** `principalType` \u304c `Group` \u306e\u884c\u306f\u4eba\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30e1\u30f3\u30d0\u30fc\u3092\u5225\u306b\u5f15\u3044\u3066\u4eba\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\n\n**\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u30448\u672c\u306f\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304d\u51fa\u3057\u305f CSV \u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u8aad\u307f\u307e\u3059\u3002** \u5217\u540d\u304c SaaS \u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001SaaS \u53f0\u5e33\u306b\u5217\u306e\u5bfe\u5fdc\u3092\u6301\u305f\u305b\u3001**Code \u30ce\u30fc\u30c9\u3067\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u6642\u523b\u3092\u65e5\u672c\u6642\u9593\u306b\u305d\u308d\u3048\u308b** \u2026 Graph \u306e\u65e5\u6642\u306f ISO 8601 \u306e UTC \u3067\u3059\u3002\u65e5\u6570\u3092\u6570\u3048\u308b\u524d\u306b\u65e5\u672c\u6642\u9593\u306b\u76f4\u3057\u3001**\u65e5\u4ed8\u306e\u5883\u76ee\u30671\u65e5\u305a\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059**\n2. **\u5229\u7528\u8005\u3092\u793e\u54e1\u756a\u53f7\u306b\u7d50\u3073\u4ed8\u3051\u308b** \u2026 \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u3001\u4eba\u4e8b\u30c7\u30fc\u30bf\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002**\u6539\u59d3\u3084\u7570\u52d5\u3067\u30a2\u30c9\u30ec\u30b9\u304c\u5909\u308f\u3063\u305f\u4eba\u306f\u3001`userId` \u3067\u7d50\u3073\u4ed8\u3051\u76f4\u3057\u307e\u3059**\n3. **\u65e5\u6570\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089\u4eca\u65e5\u307e\u3067\u3001\u5272\u308a\u5f53\u3066\u306e\u65e5\u304b\u3089\u4eca\u65e5\u307e\u3067\u306e\u65e5\u6570\u3092\u51fa\u3057\u307e\u3059\n4. **\u57fa\u6e96\u3092\u8d85\u3048\u305f\u4eba\u3092\u62fe\u3046** \u2026 SaaS \u53f0\u5e33\u306e\u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u305f\u4eba\u3001\u5272\u308a\u5f53\u3066\u304b\u308930\u65e5\u4ee5\u4e0a\u305f\u3063\u3066\u4e00\u5ea6\u3082\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u4eba\u3092\u62fe\u3044\u307e\u3059\n5. **\u898f\u5247\u3067\u5148\u306b\u5206\u3051\u308b** \u2026 \u5272\u308a\u5f53\u3066\u304b\u308930\u65e5\u672a\u6e80\u306e\u4eba\u306f\u300c\u65b0\u898f\u300d\u3068\u3057\u3066\u5916\u3057\u3001SaaS \u53f0\u5e33\u306e\u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4e00\u89a7\u306b\u8f09\u308b\u3082\u306e\u306f\u300c\u5bfe\u8c61\u5916\u300d\u306b\u3057\u307e\u3059\n6. **\u4f11\u8077\u4e2d\u306e\u4eba\u3092\u4fdd\u7559\u306b\u3059\u308b** \u2026 \u4eba\u4e8b\u30c7\u30fc\u30bf\u3067\u4f11\u8077\u4e2d\u306e\u4eba\u306f\u3001**\u898f\u5247\u3067\u4fdd\u7559\u306b\u3057\u3001AI \u306b\u56de\u3057\u307e\u305b\u3093**\n7. **\u7533\u8acb\u306e\u7406\u7531\u3068\u904e\u53bb\u306e\u8fd4\u7b54\u3092\u4ed8\u3051\u308b** \u2026 \u305d\u306e\u4eba \u00d7 \u305d\u306e SaaS \u306e\u3082\u306e\u3092\u5f15\u3044\u3066\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092 AI \u3088\u308a\u5148\u306b\u7f6e\u304f\u306e\u306f\u3001\u898f\u5247\u3067\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3092 AI \u306b\u4efb\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u898f\u5247\u3067\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u4eba\u306b\u3064\u3044\u3066\u30015\u3064\u306e\u533a\u5206\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u3092\u5199\u3057\u3001\u6848\u5185\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u533a\u5206 | \u5224\u5b9a\u306e\u76ee\u5b89 | \u6839\u62e0\u306b\u3059\u308b\u8a18\u9332 |\n|:--|:--|:--|\n| `reclaim_candidate`\uff08\u56de\u53ce\u5019\u88dc\uff09 | \u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u3066\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u4f7f\u3046\u4e88\u5b9a\u3092\u793a\u3059\u8a18\u9332\u304c\u7121\u3044 | \u65e5\u6570\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54 |\n| `hold_seasonal`\uff08\u4fdd\u7559\uff1a\u5b63\u7bc0\u306e\u5229\u7528\uff09 | \u7533\u8acb\u306e\u7406\u7531\u3084\u904e\u53bb\u306e\u8fd4\u7b54\u306b\u3001\u6c7a\u307e\u3063\u305f\u6642\u671f\u306b\u3060\u3051\u4f7f\u3046\u65e8\u304c\u3042\u308b | \u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54 |\n| `hold_project`\uff08\u4fdd\u7559\uff1a\u671f\u9593\u306e\u5229\u7528\uff09 | \u6848\u4ef6\u30fb\u671f\u9593\u306e\u7d42\u308f\u308a\u304c\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u307e\u3060\u305d\u306e\u524d\u3067\u3042\u308b | \u7533\u8acb\u306e\u7406\u7531 |\n| `out_of_scope`\uff08\u5bfe\u8c61\u5916\uff09 | \u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u8aad\u3081\u308b | \u53f0\u5e33\u306e\u6ce8\u8a18\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u540d |\n| `needs_review`\uff08\u4eba\u304c\u898b\u308b\uff09 | \u8a18\u9332\u304c\u98df\u3044\u9055\u3046\u3001\u8aad\u307f\u53d6\u308c\u306a\u3044\u3001\u5224\u65ad\u306e\u6750\u6599\u304c\u8db3\u308a\u306a\u3044 | \uff0d |\n\n**AI \u306b\u8aad\u307e\u305b\u308b\u7406\u7531\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u8868\u73fe\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u300cQ\u672b\u3060\u3051\u300d\u300c\u6c7a\u7b97\u671f\u306b\u5229\u7528\u300d\u300c3\u30fb6\u30fb9\u30fb12\u6708\u300d\u300c\u76e3\u67fb\u5bfe\u5fdc\u7528\u300d\u306f\u3069\u308c\u3082\u5b63\u7bc0\u306e\u5229\u7528\u3067\u3059\u304c\u3001**\u898f\u5247\u306e\u8a00\u8449\u3067\u62fe\u304a\u3046\u3068\u3059\u308b\u3068\u3001\u66f8\u304d\u65b9\u306e\u6570\u3060\u3051\u6761\u4ef6\u304c\u8981\u308a\u307e\u3059\u3002** \u9006\u306b\u300c\u5f53\u9762\u300d\u300c\u3057\u3070\u3089\u304f\u300d\u300c\u3044\u305a\u308c\u4f7f\u3046\u300d\u306f\u3001\u4f7f\u3046\u6642\u671f\u3092\u793a\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u5b63\u7bc0\u306e\u5229\u7528\u306b\u306f\u5f53\u305f\u308a\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65e5\u6570\u306e\u8a08\u7b97\u3068\u3001\u57fa\u6e96\u3092\u8d85\u3048\u305f\u304b\u306e\u5224\u65ad | \u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u304c\u6c7a\u3081\u308b\u3002AI \u306b\u6570\u3048\u3055\u305b\u308b\u3068\u65e5\u4ed8\u3092\u53d6\u308a\u9055\u3048\u308b |\n| \u56de\u53ce\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u672c\u4eba\u306e\u8fd4\u4e8b\u3068\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u6c7a\u3081\u308b |\n| \u672c\u4eba\u306e\u4ed5\u4e8b\u306e\u5185\u5bb9\u306e\u63a8\u6e2c | \u8a18\u9332\u306b\u7121\u3044\u300c\u3053\u306e\u8077\u7a2e\u306a\u3089\u4f7f\u308f\u306a\u3044\u306f\u305a\u300d\u3092\u6839\u62e0\u306b\u3057\u306a\u3044 |\n| \u6b21\u306b\u4f7f\u3046\u6642\u671f\u306e\u63a8\u6e2c | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3059\u308b |\n\n**3\u884c\u76ee\u304c\u4e00\u756a\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u90e8\u7f72\u304c\u300c\u55b6\u696d\u300d\u3067 SaaS \u304c\u300c\u8a2d\u8a08\u306e\u9053\u5177\u300d\u3060\u3068\u3001**\u300c\u55b6\u696d\u8077\u306b\u306f\u4e0d\u8981\u300d\u3068\u66f8\u3044\u3066\u56de\u53ce\u5019\u88dc\u306b\u3057\u304c\u3061\u3067\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\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3067\u3001SaaS \u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u898b\u76f4\u3057\u3092\u624b\u4f1d\u3046\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8a18\u9332\u3060\u3051\u3092\u898b\u3066\u3001\u3053\u306e\u5229\u7528\u8005\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u3069\u306e\u533a\u5206\u306b\u5f53\u305f\u308b\u304b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u56de\u53ce\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u533a\u5206\u3011\n- reclaim_candidate ... \u57fa\u6e96\u65e5\u6570\u3092\u8d85\u3048\u3066\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u4f7f\u3046\u4e88\u5b9a\u3092\u793a\u3059\u8a18\u9332\u304c\u7121\u3044\n- hold_seasonal ....... \u7533\u8acb\u306e\u7406\u7531\u3084\u904e\u53bb\u306e\u8fd4\u7b54\u306b\u3001\u6c7a\u307e\u3063\u305f\u6642\u671f\u306b\u3060\u3051\u4f7f\u3046\u65e8\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\n- hold_project ........ \u6848\u4ef6\u3084\u671f\u9593\u306e\u7d42\u308f\u308a\u304c\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u4eca\u65e5\u304c\u305d\u306e\u524d\u3067\u3042\u308b\n- out_of_scope ........ \u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u53f0\u5e33\u306e\u6ce8\u8a18\u304b\u3089\u8aad\u3081\u308b\n- needs_review ........ \u8a18\u9332\u3069\u3046\u3057\u304c\u98df\u3044\u9055\u3046\u3001\u6750\u6599\u304c\u8db3\u308a\u306a\u3044\u3001\u5224\u65ad\u304c\u3064\u304b\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306f needs_review \u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002reclaim_candidate \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u6570\u306f\u3010\u8a08\u7b97\u7d50\u679c\u3011\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u4ed8\u304b\u3089\u6570\u3048\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u5f53\u9762\u300d\u300c\u3057\u3070\u3089\u304f\u300d\u300c\u3044\u305a\u308c\u300d\u306f\u3001\u4f7f\u3046\u6642\u671f\u3092\u793a\u3057\u3066\u3044\u306a\u3044\u306e\u3067 hold_seasonal \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u7f72\u30fb\u5f79\u8077\u30fb\u8077\u7a2e\u304b\u3089\u3001\u305d\u306e SaaS \u304c\u8981\u308b\u304b\u8981\u3089\u306a\u3044\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306b\u4f7f\u3046\u6642\u671f\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 next_use_period \u3092\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u6587\u9762\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u3069\u306e\u8a18\u9332\u304b\u3092 source \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u8fd4\u7b54\u3067\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u3068\u7b54\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u65e5\u4ed8\u3068\u5185\u5bb9\u3092 evidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6848\u5185\u6587\u306f\u672c\u4eba\u3042\u3066\u306b\u3001\u3067\u3059\u30fb\u307e\u3059\u8abf\u3067\u3001\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u3068\u3001\u8fd4\u4e8b\u306e\u671f\u9650\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u56de\u53ce\u304c\u6c7a\u307e\u3063\u305f\u3088\u3046\u306a\u66f8\u304d\u65b9\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u5834\u5408\u306f\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3066\u304f\u3060\u3055\u3044\u300d\n  \u306e\u3088\u3046\u306b\u3001\u672c\u4eba\u304c\u9078\u3079\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5229\u7528\u8005\u3011{user}\n\u3010SaaS\u3011{saas_name}\uff08\u57fa\u6e96\u65e5\u6570 {threshold_days} \u65e5\uff09\n\u3010\u8a08\u7b97\u7d50\u679c\u3011\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u304b\u3089 {days_since_signin} \u65e5\u3001\u5272\u308a\u5f53\u3066\u304b\u3089 {days_since_assigned} \u65e5\n\u3010\u7533\u8acb\u306e\u7406\u7531\u3011{request_reason}\n\u3010\u904e\u53bb\u306e\u8fd4\u7b54\u3011{past_answers}\n\u3010\u53f0\u5e33\u306e\u6ce8\u8a18\u3011{saas_note}\n\u3010\u8fd4\u4e8b\u306e\u671f\u9650\u3011{reply_deadline}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3089 reclaim_candidate \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u56de\u53ce\u5019\u88dc\u306b\u5bc4\u308a\u307e\u3059\u3002** \u300c\u898b\u76f4\u3057\u3092\u624b\u4f1d\u3046\u300d\u3068\u3044\u3046\u5f79\u5272\u3092\u4e0e\u3048\u308b\u3068\u3001AI \u306f\u6e1b\u3089\u3059\u65b9\u5411\u306e\u7b54\u3048\u3092\u51fa\u305d\u3046\u3068\u3057\u307e\u3059\u3002**\u898b\u76f4\u3057\u306e\u76ee\u7684\u306f\u6e1b\u3089\u3059\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3060\u3068\u3001\u533a\u5206\u306e\u9078\u3073\u65b9\u3067\u793a\u3057\u307e\u3059\u3002**\n\n**\u300c\u65e5\u6570\u3092\u6570\u3048\u76f4\u3055\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u6570\u3048\u76f4\u3057\u305f\u5024\u304c\u8a08\u7b97\u306e\u30ce\u30fc\u30c9\u306e\u5024\u3068\u98df\u3044\u9055\u3046\u3068\u3001\u78ba\u8a8d\u3059\u308b\u4eba\u304c\u8ff7\u3046\u304b\u3089\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** n8n \u306e Structured Output Parser \u306b JSON Schema \u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u3053\u306e\u30ce\u30fc\u30c9\u306f JSON Schema \u306e `$ref` \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001**\u5b9a\u7fa9\u306f1\u3064\u306e\u584a\u306b\u5c55\u958b\u3057\u3066\u66f8\u304d\u307e\u3059\u3002**\n\n```json\n{\n  \"user_id\": \"\",\n  \"saas_id\": \"\",\n  \"category\": \"reclaim_candidate | hold_seasonal | hold_project | out_of_scope | needs_review\",\n  \"next_use_period\": \"\",\n  \"evidence\": [\n    { \"source\": \"request_reason | past_answer | saas_note\", \"text\": \"\" }\n  ],\n  \"conflicts\": [],\n  \"notice_draft\": {\n    \"subject\": \"\",\n    \"body\": \"\"\n  }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`category` \u3092\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u8aad\u307f\u66ff\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u300c`hold_seasonal` \u306e\u4eba\u306b\u306f\u6848\u5185\u3092\u9001\u3089\u305a\u3001\u6b21\u306e\u5b63\u7bc0\u304c\u904e\u304e\u305f\u6708\u306b\u3082\u3046\u4e00\u5ea6\u898b\u308b\u300d\u300c`reclaim_candidate` \u3060\u3051\u3092\u6848\u5185\u306e\u5bfe\u8c61\u306b\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u6271\u3044\u306f\u3001**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5206\u5c90\u3067\u6c7a\u3081\u307e\u3059\u3002** \u6271\u3044\u3092\u5909\u3048\u3066\u3082\u3001AI \u306e\u6307\u793a\u306f\u76f4\u3057\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`evidence` \u306b\u8a18\u9332\u306e\u7a2e\u985e\u304c\u4ed8\u304f\u3053\u3068\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u4e00\u89a7\u3067\u300c\u7533\u8acb\u306e\u7406\u7531\u306b\u3053\u3046\u66f8\u3044\u3066\u3042\u308b\u304b\u3089\u5b63\u7bc0\u306e\u5229\u7528\u300d\u3068\u8aad\u3081\u307e\u3059\u3002**\u8a18\u9332\u3092\u958b\u304d\u76f4\u3055\u305a\u306b\u3001\u5224\u5b9a\u304c\u59a5\u5f53\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`conflicts` \u3067\u98df\u3044\u9055\u3044\u3092\u62fe\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u306e\u7406\u7531\u306b\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u671f\u9593\u306e\u307f\u300d\u3068\u3042\u308b\u306e\u306b\u3001\u524d\u56de\u300c\u4eca\u5f8c\u3082\u4f7f\u3046\u300d\u3068\u7b54\u3048\u3066\u3044\u308b\u3088\u3046\u306a\u5834\u5408\u3067\u3001**`category` \u306b\u95a2\u4fc2\u306a\u304f\u4eba\u304c\u898b\u308b\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Microsoft Graph\uff08\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\uff09 | HTTP Request \u30ce\u30fc\u30c9\u3001OAuth2 | \u6bce\u65e5\u3001\u524d\u65e5\u5206\u3092\u53d6\u308b\u3002\u8aad\u307f\u53d6\u308a\u3060\u3051 |\n| Microsoft Graph\uff08\u5272\u308a\u5f53\u3066\uff09 | HTTP Request \u30ce\u30fc\u30c9\u3001OAuth2 | \u6708\u521d\u306b SaaS \u3054\u3068\u306e\u5272\u308a\u5f53\u3066\u3092\u53d6\u308b\u3002\u8aad\u307f\u53d6\u308a\u3060\u3051 |\n| n8n \u306e Data Table | Data Table \u30ce\u30fc\u30c9\uff08Upsert\uff0fGet\uff0fUpdate\uff09 | \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\u3001SaaS \u53f0\u5e33\u3001\u8fd4\u7b54\u306e\u8a18\u9332 |\n| \u4eba\u4e8b\u306e\u793e\u54e1\u30c7\u30fc\u30bf | \u66f8\u304d\u51fa\u3057\u306e\u8aad\u307f\u8fbc\u307f | \u5728\u7c4d\u306e\u533a\u5206\u3001\u4f11\u8077\u306e\u4e88\u5b9a\u3001\u90e8\u7f72 |\n| Microsoft Outlook | Microsoft Outlook \u30ce\u30fc\u30c9\uff08Send\uff0fSend and Wait for Response\uff09 | \u62c5\u5f53\u8005\u3078\u306e\u4e00\u89a7\u3068\u3001\u672c\u4eba\u3078\u306e\u6848\u5185 |\n\n**\u672c\u4eba\u3078\u306e\u6848\u5185\u306f\u3001Microsoft Outlook \u30ce\u30fc\u30c9\u306e Send and Wait for Response \u3067\u9001\u308a\u307e\u3059\u3002** \u5fdc\u7b54\u306e\u5f62\u306f Approval\u3001Free Text\u3001Custom Form \u306e3\u3064\u304c\u3042\u308a\u3001\u3053\u3053\u3067\u306f **Custom Form \u3067\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u306e\u9078\u629e\u3068\u3001\u4efb\u610f\u306e\u4e00\u8a00\u306e\u6b04\u3092\u4f5c\u308a\u307e\u3059\u3002** Limit Wait Time \u3067\u5f85\u3064\u671f\u9593\u309214\u65e5\u306b\u3057\u3001\u671f\u9650\u3092\u904e\u304e\u305f\u3089\u8fd4\u4e8b\u304c\u7121\u3044\u3082\u306e\u3068\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u518d\u958b\u3055\u305b\u307e\u3059\u3002\n\n**Microsoft Graph \u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5272\u308a\u5f53\u3066\u3092\u5916\u3059\u6a29\u9650\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6301\u305f\u305b\u308b\u3068\u3001**\u5224\u5b9a\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u8ab0\u304b\u306e\u4ed5\u4e8b\u3092\u6b62\u3081\u307e\u3059\u3002** \u5916\u3059\u306e\u306f\u62c5\u5f53\u8005\u304c\u5404 SaaS \u306e\u7ba1\u7406\u753b\u9762\u3067\u884c\u3044\u3001\u5916\u3057\u305f\u3053\u3068\u3092\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u66f8\u304d\u307e\u3059\u3002\u6a29\u9650\u3082\u3001\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u8aad\u3080 AuditLog.Read.All \u3068\u3001\u5272\u308a\u5f53\u3066\u3092\u8aad\u3080 Application.Read.All \u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f2\u56de\u3067\u3059\u3002** \u6848\u5185\u3092\u9001\u308b\u524d\u3068\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\u524d\u3067\u3059\u3002\n\n1. **\u6848\u5185\u3092\u9001\u308b\u524d\u306b\u3001SaaS \u3054\u3068\u306e\u4e00\u89a7\u3092\u898b\u308b** \u2026 `reclaim_candidate` \u306e\u4eba\u306b\u6848\u5185\u3092\u9001\u3063\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5f79\u54e1\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u7a93\u53e3\u306b\u306a\u3063\u3066\u3044\u308b\u4eba\u306a\u3069\u3001\u6848\u5185\u306e\u9001\u308a\u65b9\u306b\u914d\u616e\u304c\u8981\u308b\u4eba\u306f\u3053\u3053\u3067\u5916\u3057\u307e\u3059**\n2. **`needs_review` \u3068 `conflicts` \u306e\u3042\u308b\u4eba\u3092\u898b\u308b** \u2026 \u8a18\u9332\u3092\u958b\u304d\u3001\u533a\u5206\u3092\u6c7a\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u533a\u5206\u3068\u7406\u7531\u3092\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059**\n3. **\u8fd4\u4e8b\u3092\u898b\u3066\u3001\u5916\u3059\u304b\u3092\u6c7a\u3081\u308b** \u2026 \u300c\u8fd4\u3057\u3066\u3088\u3044\u300d\u3068\u7b54\u3048\u305f\u4eba\u306f\u5916\u3057\u307e\u3059\u3002**\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u3068\u7b54\u3048\u305f\u4eba\u306f\u3001\u6b21\u306e\u898b\u76f4\u3057\u3067\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304b\u306a\u3044\u3088\u3046\u3001\u8fd4\u7b54\u306e\u8a18\u9332\u306b\u671f\u9593\u3092\u6b8b\u3057\u307e\u3059**\n4. **\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u3092\u90e8\u9580\u9577\u306b\u56de\u3059** \u2026 14\u65e5\u3067\u8fd4\u4e8b\u304c\u7121\u3044\u4eba\u3060\u3051\u3092\u90e8\u9580\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u90e8\u9580\u9577\u306b\u9001\u308a\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u3092\u7406\u7531\u306b\u3001\u62c5\u5f53\u8005\u3060\u3051\u3067\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n\n**4\u756a\u76ee\u304c\u4fe1\u983c\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4f11\u6687\u306714\u65e5\u30e1\u30fc\u30eb\u3092\u898b\u306a\u3044\u4eba\u306f\u3044\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u3060\u3051\u3067\u5916\u3059\u3068\u3001\u6b21\u306e\u6848\u5185\u304c\u8aad\u307e\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u53d6\u5f97\u304c\u5931\u6557\u3057\u305f\u65e5\u304c\u3042\u308b | \u305d\u306e\u65e5\u3092\u300c\u6b20\u3051\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u3001**\u6b20\u3051\u304c\u3042\u308b\u671f\u9593\u306e\u5224\u5b9a\u306b\u306f `needs_review` \u3092\u4ed8\u3051\u308b** |\n| \u305f\u3081\u306f\u3058\u3081\u306660\u65e5\u305f\u3063\u3066\u3044\u306a\u3044 | \u57fa\u6e96\u65e5\u6570\u306b\u6e80\u305f\u306a\u3044 SaaS \u306f\u5224\u5b9a\u305b\u305a\u3001**\u305f\u3081\u305f\u65e5\u6570\u3092\u4e00\u89a7\u306b\u66f8\u304f** |\n| \u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306e\u7121\u3044 SaaS \u306e\u66f8\u304d\u51fa\u3057\u304c\u7f6e\u304b\u308c\u3066\u3044\u306a\u3044 | \u305d\u306e SaaS \u3092\u300c\u672a\u53d6\u5f97\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u3001\u5224\u5b9a\u3057\u306a\u3044 |\n| \u66f8\u304d\u51fa\u3057\u306e\u5217\u540d\u304c\u5909\u308f\u3063\u305f | \u53f0\u5e33\u306e\u5bfe\u5fdc\u3068\u5408\u308f\u306a\u3044\u5217\u304c\u3042\u308c\u3070\u6b62\u3081\u3001**\u63a8\u6e2c\u3067\u5217\u3092\u5f53\u3066\u306a\u3044** |\n| \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u793e\u54e1\u306b\u7d50\u3073\u4ed8\u304b\u306a\u3044 | `userId` \u3067\u7d50\u3073\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_review` |\n| \u9577\u304f\u540c\u3058\u753b\u9762\u3092\u958b\u3044\u305f\u307e\u307e\u4f7f\u3046 SaaS | \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u304c\u6b8b\u308a\u306b\u304f\u3044\u3002**\u53f0\u5e33\u306b\u300c\u8a18\u9332\u304c\u5c11\u306a\u3044 SaaS\u300d\u3068\u6ce8\u8a18\u3057\u3001\u57fa\u6e96\u65e5\u6570\u3092\u9577\u304f\u3059\u308b** |\n| \u672c\u4eba\u304c\u3059\u3067\u306b\u9000\u8077\u3057\u3066\u3044\u308b | \u4eba\u4e8b\u30c7\u30fc\u30bf\u3067\u9000\u8077\u3068\u5206\u304b\u308c\u3070\u3001\u3053\u306e\u6d41\u308c\u304b\u3089\u5916\u3057\u3066\u9000\u8077\u8005\u306e\u624b\u7d9a\u304d\u306b\u56de\u3059 |\n| AI \u306e\u5fdc\u7b54\u304c JSON \u306e\u5f62\u306b\u306a\u3089\u306a\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_review` |\n| \u8fd4\u4e8b\u306e\u671f\u9650\u5185\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u6b62\u307e\u3063\u305f | \u8fd4\u7b54\u306e\u8a18\u9332\u306e\u672a\u56de\u53ce\u3092\u7fcc\u671d\u306b\u898b\u76f4\u3057\u3001**\u6848\u5185\u3092\u4e8c\u91cd\u306b\u9001\u3089\u306a\u3044** |\n\n**\u4e0a\u304b\u30896\u884c\u76ee\u306f\u898b\u843d\u3068\u3055\u308c\u3084\u3059\u3044\u4f8b\u5916\u3067\u3059\u3002** List signIns \u304c\u8fd4\u3059\u306e\u306f\u5bfe\u8a71\u578b\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u3068\u6210\u529f\u3057\u305f\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u3067\u3001**\u753b\u9762\u3092\u958b\u3044\u305f\u307e\u307e\u4f7f\u3046 SaaS \u3067\u306f\u3001\u4f7f\u3063\u3066\u3044\u3066\u3082\u8a18\u9332\u304c\u6b8b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u306e\u7d50\u679c\uff08\u53d6\u3063\u305f\u4ef6\u6570\u3001\u30da\u30fc\u30b8\u6570\u3001\u5931\u6557\u3057\u305f\u65e5\uff09\n- \u6700\u7d42\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u53f0\u5e33\uff08\u5229\u7528\u8005 \u00d7 SaaS \u3054\u3068\u306e\u6700\u5f8c\u306e\u65e5\u3068\u3001\u305d\u306e\u65e5\u3092\u53d6\u308a\u8fbc\u3093\u3060\u65e5\uff09\n- \u6708\u521d\u306e\u5224\u5b9a\u306e\u5165\u529b\uff08\u65e5\u6570\u3001\u5728\u7c4d\u306e\u533a\u5206\u3001\u7533\u8acb\u306e\u7406\u7531\u3001\u904e\u53bb\u306e\u8fd4\u7b54\uff09\u3068 AI \u306e\u51fa\u529b\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c\u533a\u5206\u3092\u5909\u3048\u305f\u8a18\u9332**\uff08\u3069\u306e\u4eba\u3092\u3001\u3069\u306e\u533a\u5206\u304b\u3089\u3001\u3069\u306e\u533a\u5206\u306b\u3001\u306a\u305c\uff09\n- \u6848\u5185\u3092\u9001\u3063\u305f\u65e5\u6642\u3001\u8fd4\u4e8b\u306e\u5185\u5bb9\u3068\u65e5\u6642\u3001\u8fd4\u4e8b\u306e\u7121\u304b\u3063\u305f\u4eba\n- **\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3057\u305f\u65e5\u3068\u3001\u5916\u3057\u305f\u62c5\u5f53\u8005**\n- \u5916\u3057\u305f\u3042\u306830\u65e5\u4ee5\u5185\u306b\u3001\u540c\u3058\u4eba\u304b\u3089\u518d\u3073\u5229\u7528\u306e\u7533\u8acb\u304c\u3042\u3063\u305f\u304b\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u57fa\u6e96\u65e5\u6570\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5916\u3057\u3066\u3059\u3050\u7533\u8acb\u3057\u76f4\u3055\u308c\u305f\u4eba\u304c\u591a\u3044 SaaS \u306f\u3001\u57fa\u6e96\u65e5\u6570\u304c\u77ed\u3059\u304e\u307e\u3059\u3002","minimal_setup":"1. \u898b\u76f4\u3057\u306e\u5bfe\u8c61\u304b\u3089\u3001\u4eba\u6570\u306e\u591a\u3044 SaaS \u30923\u672c\u9078\u3076\n2. \u5229\u7528\u8005\u3068\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u306e\u65e5\u3001\u5728\u7c4d\u306e\u533a\u5206\u3092\u66f8\u304d\u51fa\u3059\n3. 60\u65e5\u4ee5\u4e0a\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u5728\u7c4d\u8005\u306b\u3064\u3044\u3066\u3001\u7533\u8acb\u306e\u7406\u7531\u3068\u904e\u53bb\u306e\u8fd4\u7b54\u30921\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u308b\n4. \u624b\u5143\u306e Claude \u306e\u753b\u9762\u306b\u8868\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u3053\u306e\u8868\u306e1\u884c\u305a\u3064\u306b\u3064\u3044\u3066\u3001\u56de\u53ce\u5019\u88dc\u30fb\u5b63\u7bc0\u306e\u5229\u7528\u30fb\u671f\u9593\u306e\u5229\u7528\u30fb\u5171\u7528\u30fb\u4eba\u304c\u898b\u308b \u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u9762\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u90e8\u7f72\u3084\u8077\u7a2e\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8ff7\u3063\u305f\u3089\u4eba\u304c\u898b\u308b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5224\u5b9a\u3092\u3001\u62c5\u5f53\u8005\u304c1\u884c\u305a\u3064\u5224\u5b9a\u3057\u305f\u7d50\u679c\u3068\u898b\u6bd4\u3079\u308b\n\n**\u3053\u3053\u3067\u78ba\u304b\u3081\u308b\u306e\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u3092\u8aad\u307f\u5206\u3051\u3089\u308c\u308b\u304b\u3060\u3051\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u5f53\u8005\u306e\u5224\u5b9a\u3068\u307b\u307c\u540c\u3058 | **\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u3068\u6708\u521d\u306e\u5224\u5b9a\u3092\u3064\u306a\u3050\u6bb5\u968e\u306b\u9032\u3080** |\n| \u5b63\u7bc0\u306e\u5229\u7528\u3092\u56de\u53ce\u5019\u88dc\u306b\u3057\u305f | \u7533\u8acb\u306e\u7406\u7531\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u3002**\u7533\u8acb\u30d5\u30a9\u30fc\u30e0\u306b\u300c\u4f7f\u3046\u6642\u671f\u300d\u306e\u6b04\u3092\u8db3\u3059** |\n| \u8077\u7a2e\u304b\u3089\u63a8\u6e2c\u3057\u3066\u5224\u5b9a\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u66f8\u304d\u51fa\u3057\u305f\u8868\u3092 Claude \u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u533a\u5206\u3092\u5224\u5b9a\u3055\u305b\u308b \uff0f \u81ea\u7531\u8a18\u8ff0\u306e\u8aad\u307f\u5206\u3051","semi_auto_setup":"\u4e0a\u8a18\uff0b\u6bce\u65e5\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u6708\u521d\u306e\u65e5\u6570\u306e\u8a08\u7b97\u3068\u5224\u5b9a\u306e\u4e00\u89a7\u5316 \uff0f \u66f8\u304d\u51fa\u3057\u30fb\u7a81\u304d\u5408\u308f\u305b\u30fb\u5224\u5b9a","full_setup":"\u4e0a\u8a18\uff0b\u672c\u4eba\u3078\u306e\u6848\u5185\u3068\u8fd4\u4e8b\u306e\u56de\u53ce\u3001\u8fd4\u7b54\u306e\u8a18\u9332\u3001\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u306e\u90e8\u9580\u9577\u3078\u306e\u56de\u4ed8 \uff0f \u5224\u5b9a\u304b\u3089\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3068\u53d6\u308a\u307e\u3068\u3081\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef6120\u5206\u304c60\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** **\u90e8\u9580\u9577\u306b\u805e\u3044\u3066\u8fd4\u4e8b\u3092\u53d6\u308a\u307e\u3068\u3081\u308b\u2463\u306e\u4f5c\u696d\u304c\u6b8b\u308b\u305f\u3081\u3067\u3059\u3002** \u672c\u683c\u69cb\u6210\u306730\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30922\u301c3\u304b\u6708\u898b\u3066\u57fa\u6e96\u65e5\u6570\u3092\u76f4\u3057\u3066\u304b\u3089\u6848\u5185\u3092\u9001\u308b\u307b\u3046\u304c\u3001\u5916\u308c\u306e\u6848\u5185\u304c\u6e1b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| 60\u65e5\u306e\u5224\u5b9a\u304c\u6700\u521d\u306e2\u304b\u6708\u6b63\u3057\u304f\u51fa\u306a\u3044 | **\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f P1 \u306730\u65e5\u3002** \u305f\u3081\u306f\u3058\u3081\u3066\u304b\u3089\u306e\u65e5\u6570\u3092\u4e00\u89a7\u306b\u51fa\u3057\u3001\u6e80\u305f\u306a\u3044\u9593\u306f\u5224\u5b9a\u3057\u306a\u3044 |\n| \u300c\u524d\u65e5\u300d\u306e\u7bc4\u56f2\u304c\u305a\u308c\u308b | **\u81ea\u524d\u306e n8n \u306e\u65e2\u5b9a\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u306f America\/New York\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092 Asia\/Tokyo \u306b\u3057\u3001Graph \u306e UTC \u3092\u76f4\u3059 |\n| \u53d6\u5f97\u304c\u9014\u4e2d\u3067\u5207\u308c\u308b | 1\u56de\u306b\u6700\u59271,000\u4ef6\u3002**`@odata.nextLink` \u3067\u30da\u30fc\u30b8\u3092\u9001\u308b\u3002** \u671f\u9593\u3067\u7d5e\u3089\u306a\u3044\u3068\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3059\u308b |\n| \u4f7f\u3063\u3066\u3044\u308b\u306e\u306b\u5019\u88dc\u306b\u4e0a\u304c\u308b | \u9577\u304f\u753b\u9762\u3092\u958b\u3044\u305f\u307e\u307e\u4f7f\u3046 SaaS \u306f\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u304c\u6b8b\u308a\u306b\u304f\u3044\u3002**SaaS \u5074\u306e\u8a18\u9332\u3067\u88dc\u3046\u304b\u57fa\u6e96\u65e5\u6570\u3092\u9577\u304f\u3059\u308b** |\n| \u30b0\u30eb\u30fc\u30d7\u3067\u5272\u308a\u5f53\u3066\u305f\u4eba\u304c\u6f0f\u308c\u308b | `principalType` \u304c `Group` \u306e\u884c\u3092\u5c55\u958b\u3059\u308b |\n| \u4f11\u8077\u4e2d\u306e\u4eba\u306b\u6848\u5185\u304c\u5c4a\u304f | **\u4eba\u4e8b\u30c7\u30fc\u30bf\u3067\u898f\u5247\u3067\u4fdd\u7559\u306b\u3057\u3001AI \u306b\u5224\u5b9a\u3055\u305b\u306a\u3044** |\n| \u8077\u7a2e\u304b\u3089\u300c\u4e0d\u8981\u300d\u3068\u63a8\u6e2c\u3059\u308b | \u6307\u793a\u3067\u7981\u3058\u3001**\u6839\u62e0\u306e\u8a18\u9332\u306e\u7a2e\u985e\u3092 `evidence` \u306b\u4ed8\u3051\u3055\u305b\u308b** |\n| \u540c\u3058\u4eba\u306b\u6bce\u6708\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304f | \u8fd4\u7b54\u306e\u8a18\u9332\u306b\u300c\u4f7f\u3044\u7d9a\u3051\u308b\u300d\u3068\u7b54\u3048\u305f\u671f\u9593\u3092\u6b8b\u3057\u3001\u305d\u306e\u9593\u306f\u6848\u5185\u3057\u306a\u3044 |\n| \u8fd4\u4e8b\u304c\u7121\u3044\u4eba\u3092\u5916\u3057\u3066\u3057\u307e\u3046 | **\u8fd4\u4e8b\u306e\u7121\u3044\u4eba\u306f\u90e8\u9580\u9577\u306b\u56de\u3059\u3002** \u62c5\u5f53\u8005\u3060\u3051\u3067\u5916\u3055\u306a\u3044 |\n\n**\u4e0a\u306e4\u884c\u304c\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082 AI \u3067\u306f\u306a\u304f\u3001**\u300c\u6700\u5f8c\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u300d\u3068\u3044\u3046\u6570\u5b57\u306e\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u793e\u54e1\u306e\u6c0f\u540d\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u6240\u5c5e\u3001SaaS \u3054\u3068\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u65e5\u6642\u3068\u7d50\u679c\u3001**\u4f11\u8077\u30fb\u80b2\u5150\u4f11\u696d\u306e\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u4e88\u5b9a\u65e5**\u3001\u5229\u7528\u306e\u7533\u8acb\u306e\u7406\u7531\u3067\u3059\u3002\n\n1. **\u4f11\u8077\u306e\u60c5\u5831\u3092 AI \u306b\u6e21\u3055\u306a\u3044** \u2026 \u4f11\u8077\u4e2d\u306e\u4eba\u306f\u898f\u5247\u3067\u4fdd\u7559\u306b\u3057\u3001AI \u306b\u56de\u3057\u307e\u305b\u3093\u3002**\u4f11\u8077\u306e\u7406\u7531\u306f\u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u3082\u3057\u307e\u305b\u3093**\n2. **\u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u3092\u3001\u4eba\u306e\u50cd\u304d\u3076\u308a\u3092\u6e2c\u308b\u6750\u6599\u306b\u3057\u306a\u3044** \u2026 **\u300c\u30ed\u30b0\u30a4\u30f3\u304c\u5c11\u306a\u3044\u4eba\u300d\u306e\u4e00\u89a7\u3092\u3001\u8a55\u4fa1\u3084\u52e4\u6020\u306e\u78ba\u8a8d\u306b\u6d41\u7528\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4f7f\u3044\u9053\u3092\u6700\u521d\u306b\u6c7a\u3081\u3001\u793e\u5185\u306b\u793a\u3057\u3066\u304a\u304d\u307e\u3059\n3. **\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u66f8\u304d\u8fbc\u307f\u306e\u6a29\u9650\u3092\u6301\u305f\u305b\u306a\u3044** \u2026 \u6a29\u9650\u306f AuditLog.Read.All \u3068 Application.Read.All \u306e\u8aad\u307f\u53d6\u308a\u3060\u3051\u306b\u3057\u307e\u3059\n4. **\u6848\u5185\u6587\u3067\u56de\u53ce\u3092\u6c7a\u3081\u305f\u3088\u3046\u306b\u66f8\u304b\u306a\u3044** \u2026 \u672c\u4eba\u304c\u9078\u3079\u308b\u5f62\u306b\u3057\u3001\u8fd4\u4e8b\u306e\u671f\u9650\u3068\u554f\u3044\u5408\u308f\u305b\u5148\u3092\u66f8\u304d\u307e\u3059\n5. **IP \u30a2\u30c9\u30ec\u30b9\u3084\u5834\u6240\u306f\u6b8b\u3055\u306a\u3044** \u2026 \u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u968e\u3067\u3001\u65e5\u6642\u30fb\u5229\u7528\u8005\u30fb\u30a2\u30d7\u30ea\u30fb\u7d50\u679c\u4ee5\u5916\u3092\u6368\u3066\u307e\u3059\u3002**Data Table \u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3060\u3051\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7f6e\u304d\u307e\u3059**\n\n\u8aa4\u308a\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4f7f\u3063\u3066\u3044\u308b\u4eba\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u5916\u3059\u3053\u3068\u3068\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u4eba\u3092\u898b\u9003\u3057\u7d9a\u3051\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** **\u524d\u8005\u306e\u307b\u3046\u304c\u5f71\u97ff\u304c\u5927\u304d\u3044\u306e\u3067\u3001\u8ff7\u3063\u305f\u3089\u5916\u3055\u306a\u3044\u5074\u306b\u5012\u3057\u307e\u3059\u3002**","recommended_for":"\u5f93\u696d\u54e1\u304c\u6570\u767e\u540d\u4ee5\u4e0a\u3067\u3001\u4eba\u6570\u8ab2\u91d1\u306e SaaS \u3092\u6570\u5341\u672c\u4f7f\u3063\u3066\u3044\u308b\u4f1a\u793e\u306e\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3002SaaS \u306e\u591a\u304f\u3092 Microsoft Entra ID \u306e\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u306b\u3064\u306a\u3044\u3067\u3044\u308b\u304c\u3001\u300c\u8ab0\u304c\u3057\u3070\u3089\u304f\u4f7f\u3063\u3066\u3044\u306a\u3044\u304b\u300d\u3092 SaaS \u3054\u3068\u306e\u7ba1\u7406\u753b\u9762\u3067\u6570\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u56de\u53ce\u306e\u524d\u306b\u672c\u4eba\u3084\u90e8\u9580\u306b\u78ba\u304b\u3081\u308b\u624b\u9593\u304c\u91cd\u304f\u3001\u78ba\u304b\u3081\u304d\u308c\u306a\u3044\u307e\u307e\u66f4\u65b0\u65e5\u3092\u8fce\u3048\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"SaaS \u304c\u6570\u672c\u3067\u3001\u7ba1\u7406\u753b\u9762\u3092\u898b\u308c\u3070\u6570\u5206\u3067\u5206\u304b\u308b\u5834\u5408\u3002\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u3092\u4f7f\u3063\u3066\u304a\u3089\u305a\u3001\u3069\u306e SaaS \u304b\u3089\u3082\u5229\u7528\u8005\u3068\u30ed\u30b0\u30a4\u30f3\u306e\u8a18\u9332\u3092\u66f8\u304d\u51fa\u305b\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u66f8\u304d\u51fa\u3057\u306e\u7d4c\u8def\u3092\u4f5c\u308b\uff09\u3002\u4eba\u4e8b\u306e\u5728\u7c4d\u30fb\u4f11\u8077\u306e\u60c5\u5831\u3092\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u306b\u6e21\u305b\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u56de\u53ce\u3059\u308b\u304b\u3001\u5951\u7d04\u6570\u3092\u6e1b\u3089\u3059\u304b\u306e\u5224\u65ad\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u3092\u59cb\u3081\u308b**\n\nEntra ID \u306b\u30a2\u30d7\u30ea\u3092\u767b\u9332\u3057\u3066\u7ba1\u7406\u8005\u306e\u540c\u610f\u3092\u5f97\u3001\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\u306e\u6d41\u308c\u3060\u3051\u3092\u4f5c\u308a\u307e\u3059\u3002**\u8a18\u9332\u306f30\u65e5\u3067\u6d88\u3048\u308b\u306e\u3067\u3001\u305f\u3081\u306f\u3058\u3081\u308b\u306e\u306f\u65e9\u3044\u307b\u3069\u826f\u3044**\u3067\u3059\u3002\n\n**2\u9031\u76ee\uff1aSaaS \u53f0\u5e33\u3092\u6574\u3048\u308b**\n\n30\u672c\u306b\u3064\u3044\u3066\u3001appId\u3001\u57fa\u6e96\u65e5\u6570\u3001\u5171\u7528\u30fb\u9023\u643a\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u66f8\u304d\u51fa\u3057\u306e\u5217\u306e\u5bfe\u5fdc\u3092 SaaS \u53f0\u5e33\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a3\u672c\u3067\u8a66\u3059**\n\n\u4eba\u6570\u306e\u591a\u3044 SaaS \u30923\u672c\u9078\u3073\u3001\u624b\u5143\u306e Claude \u306e\u753b\u9762\u3067\u5224\u5b9a\u3092\u8a66\u3057\u3066\u62c5\u5f53\u8005\u306e\u5224\u5b9a\u3068\u898b\u6bd4\u3079\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u7533\u8acb\u30d5\u30a9\u30fc\u30e0\u3092\u76f4\u3059**\n\n\u5229\u7528\u306e\u7533\u8acb\u30d5\u30a9\u30fc\u30e0\u306b\u300c\u4f7f\u3046\u6642\u671f\u300d\u306e\u6b04\u3092\u9078\u629e\u5f0f\u3067\u8db3\u3057\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u8a18\u9332\u304c60\u65e5\u5206\u305f\u307e\u3063\u305f\u3089\u3001\u6708\u521d\u306e\u5224\u5b9a\u306e\u6d41\u308c\u3092\u4f5c\u308a\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u672c\u4eba\u3078\u306e\u6848\u5185\u306f\u9001\u3089\u305a\u3001\u4e00\u89a7\u3068\u62c5\u5f53\u8005\u306e\u5224\u5b9a\u306e\u98df\u3044\u9055\u3044\u3092\u6570\u3048\u307e\u3059\u3002** **3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u672c\u4eba\u3078\u306e\u6848\u5185\u3068\u8fd4\u4e8b\u306e\u56de\u53ce\u3092\u8db3\u3057\u30011\u672c120\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5916\u3057\u305f\u3042\u306830\u65e5\u4ee5\u5185\u306b\u7533\u8acb\u3057\u76f4\u3055\u308c\u305f\u4eba\u306e\u6570\u3092 SaaS \u3054\u3068\u306b\u898b\u3066\u3001\u57fa\u6e96\u65e5\u6570\u3092\u76f4\u3057\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0379","UC-1125","UC-0945","UC-1086"],"related_articles":[{"id":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u8a71\u578b\u3068\u6210\u529f\u3057\u305f\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30a4\u30f3\u30a4\u30f3\u3092\u8fd4\u3059\u3053\u3068\u30021\u30da\u30fc\u30b8\u6700\u59271,000\u4ef6\u3002\u671f\u9593\u3067\u7d5e\u308b\u3053\u3068\u3002\u6a29\u9650 AuditLog.Read.All\u3002\u8fd4\u308b\u9805\u76ee\u3068 `@odata.nextLink` | [Microsoft Learn: List signIns](https:\/\/learn.microsoft.com\/en-us\/graph\/api\/signin-list?view=graph-rest-1.0) | 2026-10-15 |\n| \u30b5\u30a4\u30f3\u30a4\u30f3\u306e\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\uff08Free 7\u65e5\u3001P1\u30fbP2 30\u65e5\uff09 | [Microsoft Learn: Microsoft Entra data retention](https:\/\/learn.microsoft.com\/en-us\/entra\/identity\/monitoring-health\/reference-reports-data-retention) | 2026-10-15 |\n| \u4f11\u6687\u306a\u3069\u6b63\u5f53\u306a\u7406\u7531\u3092\u8003\u3048\u308b\u3053\u3068\u300290\u301c180\u65e5\u304c\u76ee\u5b89\u3068\u3055\u308c\u308b\u3053\u3068\u3002\u53cd\u6620\u306b\u6700\u592724\u6642\u9593\u304b\u304b\u308a\u3046\u308b\u3053\u3068 | [Microsoft Learn: How to manage inactive user accounts](https:\/\/learn.microsoft.com\/en-us\/entra\/identity\/monitoring-health\/howto-manage-inactive-user-accounts) | 2026-10-15 |\n| \u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u5229\u7528\u8005\u30fb\u30b0\u30eb\u30fc\u30d7\uff08`principalType`\u3001`createdDateTime`\uff09\u3002\u6a29\u9650 Application.Read.All\u3002\u53cd\u6620\u306e\u9045\u308c | [Microsoft Learn: List appRoleAssignments granted for a service principal](https:\/\/learn.microsoft.com\/en-us\/graph\/api\/serviceprincipal-list-approleassignedto?view=graph-rest-1.0) | 2026-10-15 |\n| Months\u30fbCron \u306e\u6307\u5b9a\u3001\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\uff08\u81ea\u524d\u306e\u65e2\u5b9a America\/New York\uff09\u3001\u516c\u958b\u6642\u306e\u307f\u52d5\u304f\u3053\u3068 | [n8n Docs: Schedule Trigger](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.scheduletrigger\/) | 2026-10-15 |\n| OAuth2 \u306a\u3069\u306e\u8a8d\u8a3c\u3068\u3001\u30da\u30fc\u30b8\u9001\u308a\u300cResponse Contains Next URL\u300d | [n8n Docs: HTTP Request](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.httprequest\/) | 2026-10-15 |\n| Insert\uff0fUpsert\uff0fGet\uff0fUpdate \u306a\u3069\u306e\u64cd\u4f5c | [n8n Docs: Data Table](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.datatable\/) | 2026-10-15 |\n| \u65e2\u5b9a200 MiB\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u898b\u3089\u308c\u308b\u3053\u3068 | [n8n Docs: Data tables](https:\/\/docs.n8n.io\/data\/data-tables\/) | 2026-10-15 |\n| 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