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\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u3092\u65e5\u4ed8\u3068\u5e97\u8217\u3067\u7d22\u5f15\u5316\u3057\u3001\u7570\u5e38\u306e\u3042\u3063\u305f\u65e5\u3068\u7d50\u3073\u4ed8\u3051\u307e\u3059","ai_processing":"**\u5224\u5b9a\u306f\u8a08\u7b97\u3067\u884c\u3044\u307e\u3059\u3002** \u4f7f\u3046\u57fa\u6e96\u306f\u6cd5\u4ee4\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\n\n| \u5224\u5b9a\u9805\u76ee | \u57fa\u6e96 |\n|:--|:--|\n| \u6642\u9593\u5916\u52b4\u50cd\uff08\u539f\u5247\uff09 | \u670845\u6642\u9593\u30fb\u5e74360\u6642\u9593 |\n| \u5358\u6708\uff08\u7279\u5225\u6761\u9805\uff09 | \u6642\u9593\u5916\u52b4\u50cd\u3068\u4f11\u65e5\u52b4\u50cd\u306e\u5408\u8a08\u304c**\u6708100\u6642\u9593\u672a\u6e80** |\n| \u8907\u6570\u6708\u5e73\u5747\uff08\u7279\u5225\u6761\u9805\uff09 | 2\u301c6\u304b\u6708\u306e\u3044\u305a\u308c\u306e\u5e73\u5747\u3082\u3001\u6642\u9593\u5916\u52b4\u50cd\u3068\u4f11\u65e5\u52b4\u50cd\u306e\u5408\u8a08\u304c**80\u6642\u9593\u4ee5\u5185** |\n| \u5e74\u9593\uff08\u7279\u5225\u6761\u9805\uff09 | \u6642\u9593\u5916\u52b4\u50cd\u304c**\u5e74720\u6642\u9593\u4ee5\u5185** |\n| 45\u6642\u9593\u8d85\u306e\u56de\u6570 | \u539f\u5247\u306e\u670845\u6642\u9593\u3092\u8d85\u3048\u3089\u308c\u308b\u306e\u306f**\u5e746\u56de\u307e\u3067** |\n| \u5e74\u6b21\u6709\u7d66\u4f11\u6687 | \u5e7410\u65e5\u4ee5\u4e0a\u4ed8\u4e0e\u3055\u308c\u308b\u52b4\u50cd\u8005\u306b\u3001**\u5e745\u65e5**\u3092\u4f7f\u7528\u8005\u304c\u6642\u5b63\u6307\u5b9a\u3057\u3066\u53d6\u5f97\u3055\u305b\u308b |\n\n**\u3053\u306e6\u3064\u306f\u3001\u3057\u304d\u3044\u5024\u3067\u6a5f\u68b0\u7684\u306b\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002LLM\u306b\u5224\u65ad\u3055\u305b\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u5224\u5b9a\u3092LLM\u306b\u4efb\u305b\u308b\u3068\u3001\u6839\u62e0\u3092\u8ffd\u8de1\u3067\u304d\u306a\u304f\u306a\u308a\u3001\u76e3\u7763\u7f72\u306e\u8abf\u67fb\u3067\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u7570\u5e38\u306e\u7406\u7531\u306e\u63a8\u5b9a | \u30b7\u30d5\u30c8\u30fb\u7533\u8acb\u30fb\u696d\u52d9\u9023\u7d61\u304b\u3089\u3001\u305d\u306e\u6253\u523b\u306b\u306a\u3063\u305f\u4e8b\u60c5\u3092\u63a8\u3057\u91cf\u308b |\n| \u78ba\u8a8d\u6587\u306e\u4f5c\u6210 | \u5e97\u9577\u304c\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u308b |\n| \u7533\u8acb\u7406\u7531\u306e\u8aad\u307f\u53d6\u308a | \u81ea\u7531\u8a18\u8ff0\u306e\u7533\u8acb\u7406\u7531\u3092\u8aad\u307f\u3001\u5185\u5bb9\u304c\u7533\u8acb\u533a\u5206\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b |\n| \u91cd\u5927\u5ea6\u306e\u8aac\u660e | \u300c\u4eca\u6708\u3042\u3068\u4f55\u6642\u9593\u3067\u4e0a\u9650\u306b\u5f53\u305f\u308b\u304b\u300d\u3092\u3001\u5e97\u9577\u304c\u884c\u52d5\u306b\u79fb\u305b\u308b\u8a00\u8449\u3067\u66f8\u304f |\n| \u672a\u56de\u7b54\u306e\u50ac\u4fc3\u6587 | \u7d4c\u904e\u65e5\u6570\u3068\u7de0\u3081\u65e5\u307e\u3067\u306e\u6b8b\u308a\u3092\u6dfb\u3048\u305f\u50ac\u4fc3\u6587\u3092\u4f5c\u308b |\n\n**\u78ba\u8a8d\u6587\u306e\u8cea\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6210\u5426\u3092\u6c7a\u3081\u307e\u3059\u3002** \u60aa\u3044\u4f8b\u3068\u826f\u3044\u4f8b\u3092\u4e26\u3079\u307e\u3059\u3002\n\n- \u60aa\u3044\u4f8b\uff1a\u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\n- \u826f\u3044\u4f8b\uff1a\u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5f53\u65e5\u306f\u5e97\u8217\u30c1\u30e3\u30cd\u30eb\u306b\u300e\u68da\u5378\u306e\u305f\u308121\u6642\u307e\u3067\u6b8b\u308b\u300f\u3068\u3044\u3046\u9023\u7d61\u304c\u51fa\u3066\u3044\u307e\u3057\u305f\u3002\u9000\u52e4\u6642\u523b\u306f21\u664230\u5206\u3054\u308d\u3067\u3088\u308d\u3057\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u9055\u3046\u5834\u5408\u306f\u5b9f\u969b\u306e\u6642\u523b\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u300d\n\n**\u5f8c\u8005\u306a\u3089\u3001\u5e97\u9577\u306f\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002** \u5dee\u3057\u623b\u3057\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u539f\u56e0\u306e\u5927\u534a\u306f\u3001\u805e\u304b\u308c\u305f\u5074\u304c\u601d\u3044\u51fa\u305b\u306a\u3044\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u3001\u52e4\u6020\u306e\u7de0\u3081\u524d\u306e\u70b9\u691c\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u51fa\u3055\u308c\u305f\u7570\u5e38\u306b\u3064\u3044\u3066\u3001\u5e97\u8217\u306e\u7ba1\u7406\u8005\u304c\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u78ba\u8a8d\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6cd5\u4ee4\u306e\u5224\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e0a\u9650\u306b\u5f53\u305f\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u306f\n  \u3059\u3067\u306b\u8a08\u7b97\u6e08\u307f\u3067\u3001\u5165\u529b\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\n  \u305d\u306e\u5224\u5b9a\u3092\u8a00\u3044\u63db\u3048\u308b\u3060\u3051\u306b\u3057\u3001\u3042\u306a\u305f\u304c\u57fa\u6e96\u3092\u89e3\u91c8\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6253\u523b\u306e\u6642\u523b\u3092\u3001\u3042\u306a\u305f\u304c\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u5b9a\u3057\u305f\u6642\u523b\u306f\u5019\u88dc\u3068\u3057\u3066\u793a\u3057\u3001\u5fc5\u305a\u7591\u554f\u5f62\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c21\u664230\u5206\u306b\u4fee\u6b63\u3057\u307e\u3057\u305f\u300d\u3067\u306f\u306a\u304f\u300c21\u664230\u5206\u3054\u308d\u3067\u3088\u308d\u3057\u3044\u3067\u3057\u3087\u3046\u304b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u63a8\u5b9a\u306e\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u63a8\u5b9a\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u66f8\u304d\u3001\n  basis \u3092 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6839\u62e0\u306e\u306a\u3044\u63a8\u6e2c\u3092\u6dfb\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306b\u4f7f\u3063\u305f\u60c5\u5831\uff08\u30b7\u30d5\u30c8\u3001\u7533\u8acb\u3001\u696d\u52d9\u9023\u7d61\uff09\u306f\u3001\n  \u65e5\u4ed8\u3068\u51fa\u3069\u3053\u308d\u304c\u5206\u304b\u308b\u5f62\u3067 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u672c\u4eba\u306e\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u3001\u52e4\u52d9\u614b\u5ea6\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u50cd\u304d\u3059\u304e\u3067\u3059\u300d\u300c\u9045\u523b\u304c\u591a\u3044\u3067\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e8b\u5b9f\u3068\u3001\u78ba\u8a8d\u3057\u305f\u3044\u70b9\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0a\u9650\u306b\u8fd1\u3044\u4eba\u3078\u306e\u9023\u7d61\u6587\u3067\u306f\u3001\u6b8b\u308a\u306e\u6642\u9593\u6570\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u4e0a\u9650\u306b\u8fd1\u3065\u3044\u3066\u3044\u307e\u3059\u300d\u3060\u3051\u3067\u306f\u884c\u52d5\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u3010\u5f93\u696d\u54e1\u306e\u60c5\u5831\u3011\n\u6c0f\u540d: {name} \/ \u6240\u5c5e: {store} \/ \u96c7\u7528\u533a\u5206: {employment_type}\n\n\u3010\u8a08\u7b97\u6e08\u307f\u306e\u5224\u5b9a\u7d50\u679c\u3011\n{findings}\n\n\u3010\u5f53\u6708\u306e\u30b7\u30d5\u30c8\u3068\u6253\u523b\u3011\n{shift_and_punch}\n\n\u3010\u7533\u8acb\u8a18\u9332\u3011\n{requests}\n\n\u3010\u5f53\u65e5\u306e\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u3011\n{store_notes}\n```\n\n**\u300c\u6cd5\u4ee4\u306e\u5224\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001LLM\u306f\u89aa\u5207\u306b\u300c\u3053\u308c\u306f36\u5354\u5b9a\u9055\u53cd\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u305d\u306e\u5224\u65ad\u304c\u8aa4\u3063\u3066\u3044\u3066\u3082\u3001\u8aad\u3093\u3060\u62c5\u5f53\u8005\u306f\u6c17\u3065\u3051\u307e\u305b\u3093\u3002** \u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u51fa\u529b\u3092\u8a00\u3044\u63db\u3048\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n**\u300c\u672c\u4eba\u306e\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u3001\u52e4\u52d9\u614b\u5ea6\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u3057\u306a\u3044\u300d\u3082\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u52e4\u6020\u306e\u6307\u6458\u306b\u8a55\u4fa1\u306e\u8272\u304c\u3064\u304f\u3068\u3001\u52b4\u52d9\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002","output_data":"\u8a08\u7b97\u90e8\u5206\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u306e\u51fa\u529b\uff1a\n\n```json\n{\n  \"employee_id\": \"\",\n  \"store\": \"\",\n  \"employment_type\": \"regular | part_time | manager\",\n  \"findings\": [\n    {\n      \"type\": \"punch_missing | shift_mismatch | break_shortage | unapproved_overtime | limit_month | limit_average | limit_year | limit_count | annual_leave_5days\",\n      \"date\": \"\",\n      \"detail\": {\n        \"actual\": 0,\n        \"threshold\": 0,\n        \"remaining\": 0,\n        \"unit\": \"hours | days | times\"\n      },\n      \"severity\": \"critical | high | medium | low\"\n    }\n  ],\n  \"overtime_status\": {\n    \"current_month_hours\": 0,\n    \"months_over_45h_this_year\": 0,\n    \"remaining_times_over_45h\": 0,\n    \"annual_hours\": 0,\n    \"remaining_annual_hours\": 0,\n    \"rolling_average_2to6_months\": []\n  },\n  \"annual_leave_status\": {\n    \"base_date\": \"\",\n    \"months_elapsed\": 0,\n    \"days_taken\": 0,\n    \"days_required\": 5,\n    \"deadline\": \"\"\n  }\n}\n```\n\nLLM\u90e8\u5206\u306e\u51fa\u529b\uff1a\n\n```json\n{\n  \"employee_id\": \"\",\n  \"messages\": [\n    {\n      \"finding_type\": \"\",\n      \"date\": \"\",\n      \"question_text\": \"\",\n      \"estimated_value\": \"\",\n      \"basis\": \"\",\n      \"basis_source\": \"shift | request | store_note | none\"\n    }\n  ],\n  \"store_summary\": \"\",\n  \"needs_review\": []\n}\n```\n\n**\u8a08\u7b97\u3068LLM\u306e\u51fa\u529b\u3092\u5206\u3051\u307e\u3059\u3002** \u5224\u5b9a\u306e\u6839\u62e0\u306f\u8a08\u7b97\u5074\u306eJSON\u3060\u3051\u3067\u8aac\u660e\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u76e3\u7763\u7f72\u306e\u8abf\u67fb\u3067\u793a\u3059\u306e\u306f\u3053\u3061\u3089\u3067\u3059\u3002**LLM\u304c\u4f5c\u3063\u305f\u6587\u306f\u3001\u73fe\u5834\u306b\u805e\u304f\u305f\u3081\u306e\u9053\u5177\u306b\u3059\u304e\u307e\u305b\u3093\u3002**\n\n`basis_source` \u306b `none` \u3092\u7528\u610f\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u6839\u62e0\u306e\u306a\u3044\u63a8\u5b9a\u3068\u3001\u6839\u62e0\u306e\u3042\u308b\u63a8\u5b9a\u3092\u533a\u5225\u3059\u308b\u305f\u3081**\u3067\u3059\u3002`none` \u306e\u78ba\u8a8d\u6587\u306b\u306f\u63a8\u5b9a\u3092\u542b\u3081\u307e\u305b\u3093\u3002\n\n\u306a\u304a\u3001Claude API \u306b\u306f\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b**\u69cb\u9020\u5316\u51fa\u529b**\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\u3068\u3057\u3066\u63d0\u4f9b\uff09\u3002\u9805\u76ee\u304c\u591a\u3044\u51fa\u529b\u306a\u306e\u3067\u3001\u5229\u7528\u3067\u304d\u308b\u5834\u5408\u306f\u5f62\u306e\u5d29\u308c\u3092\u9632\u3052\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u6253\u523b\u30fb\u7533\u8acb\u30fb\u30b7\u30d5\u30c8\u30fb\u5e74\u4f11\u306e\u53d6\u5f97\u72b6\u6cc1\u3092\u53d6\u5f97\u3059\u308b |\n| \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u5f93\u696d\u54e1\u30de\u30b9\u30bf\u3068\u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u3092\u53d6\u5f97\u3059\u308b |\n| SharePoint \u30ea\u30b9\u30c8 | \u70b9\u691c\u30ea\u30b9\u30c8\u3092\u51fa\u3059\u3002\u56de\u7b54\u3068\u5bfe\u5fdc\u72b6\u6cc1\u3082\u3053\u3053\u3067\u7ba1\u7406\u3059\u308b |\n| Outlook \/ Teams | \u5e97\u9577\u3078\u78ba\u8a8d\u4f9d\u983c\u3092\u9001\u308b\u3002\u672a\u56de\u7b54\u3092\u50ac\u4fc3\u3059\u308b |\n| \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u66f8\u304d\u8fbc\u307f\uff09 | **\u884c\u3044\u307e\u305b\u3093**\uff08\u5f8c\u8ff0\uff09 |\n\n**\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u81ea\u52d5\u5316\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u52e4\u6020\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\u306f\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u4eba\u304c\u884c\u3046\u3082\u306e\u3067\u3059\u3002\u63a8\u5b9a\u5024\u3092\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u3080\u69cb\u6210\u306f\u3001**\u8a18\u9332\u306e\u6539\u3056\u3093\u3068\u898b\u306a\u3055\u308c\u304b\u306d\u307e\u305b\u3093\u3002** \u52b4\u52d9\u62c5\u5f53\u304c\u5e97\u9577\u306e\u56de\u7b54\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u3001\u5f93\u6765\u3069\u304a\u308a\u624b\u3067\u4fee\u6b63\u3057\u307e\u3059\u3002","human_review":"**\u3059\u3079\u3066\u306e\u6307\u6458\u3092\u52b4\u52d9\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u3001\u5e97\u9577\u3078\u9001\u308a\u307e\u3059\u3002** \u81ea\u52d5\u9001\u4fe1\u3057\u307e\u305b\u3093\u3002\n\n\u898b\u308b\u512a\u5148\u9806\u4f4d\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u512a\u5148 | \u5bfe\u8c61 | \u5bfe\u5fdc |\n|:--|:--|:--|\n| 1 | `limit_month` \/ `limit_average`\uff08\u5358\u6708100\u6642\u9593\u3001\u8907\u6570\u6708\u5e73\u574780\u6642\u9593\uff09 | **\u5373\u65e5\u3002** \u5f53\u6708\u306e\u6b8b\u308a\u306e\u52e4\u52d9\u4e88\u5b9a\u306e\u8abf\u6574\u304c\u5fc5\u8981 |\n| 2 | `limit_count`\uff0845\u6642\u9593\u8d85\u306e\u56de\u6570\u306e\u6b8b\u308a\u304c0\uff09 | \u5f53\u6708\u4e2d\u306b\u5bfe\u5fdc\u65b9\u91dd\u3092\u6c7a\u3081\u308b |\n| 3 | `limit_year`\uff08\u5e74\u9593720\u6642\u9593\u306e\u6b8b\u308a\u304c\u5c11\u306a\u3044\uff09 | \u5e74\u5ea6\u306e\u6b8b\u308a\u671f\u9593\u3068\u5408\u308f\u305b\u3066\u898b\u308b |\n| 4 | `annual_leave_5days`\uff08\u671f\u9650\u307e\u30673\u304b\u6708\u3092\u5207\u3063\u3066\u672a\u9054\uff09 | \u5e97\u9577\u3068\u672c\u4eba\u306b\u53d6\u5f97\u8a08\u753b\u3092\u78ba\u8a8d\u3059\u308b |\n| 5 | `punch_missing` \/ `shift_mismatch` | \u78ba\u8a8d\u6587\u3092\u9001\u308b |\n| 6 | `break_shortage` \/ `low` \u306e\u6307\u6458 | \u307e\u3068\u3081\u3066\u5e97\u8217\u3054\u3068\u306b\u9001\u308b |\n\n**\u512a\u5148\u5ea61\u306f\u3001\u70b9\u691c\u3067\u306f\u306a\u304f\u5bfe\u5fdc\u3067\u3059\u3002** \u4e0a\u9650\u306b\u5f53\u305f\u3063\u3066\u304b\u3089\u3067\u306f\u624b\u9045\u308c\u306a\u306e\u3067\u3001**\u6b8b\u308a\u6642\u9593\u304c\u4e00\u5b9a\u3092\u5207\u3063\u305f\u6642\u70b9\u3067\u901a\u77e5\u3059\u308b\u4ed5\u7d44\u307f\u3092\u3001\u6708\u6b21\u306e\u7de0\u3081\u3068\u306f\u5225\u306b\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7ba1\u7406\u76e3\u7763\u8005\u306e\u6642\u9593\u5916\u3092\u4e0a\u9650\u898f\u5236\u3067\u5224\u5b9a\u3057\u3066\u3057\u307e\u3046 | \u96c7\u7528\u533a\u5206\u3067\u5206\u3051\u308b\u3002**\u305f\u3060\u3057\u5e74\u4f11\u306e\u5e745\u65e5\u306f\u7ba1\u7406\u76e3\u7763\u8005\u3082\u5bfe\u8c61** |\n| \u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u306e\u65b9\u5f0f\u304c\u793e\u5185\u3067\u6df7\u5728\u3057\u3066\u3044\u308b | \u5165\u793e\u65e5\u8d77\u7b97\u3068\u5168\u793e\u4e00\u6589\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3059\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u4eba\u306f\u4eba\u4e8b\u306b\u78ba\u8a8d\u3059\u308b |\n| \u4e8b\u696d\u5834\u3054\u3068\u306b36\u5354\u5b9a\u306e\u5185\u5bb9\u304c\u9055\u3046 | \u4e8b\u696d\u5834\u5358\u4f4d\u3067\u8a2d\u5b9a\u8868\u3092\u6301\u3064\u30021\u3064\u306e\u8a2d\u5b9a\u3067\u5168\u793e\u3092\u5224\u5b9a\u3057\u306a\u3044 |\n| \u6253\u523b\u304c\u306a\u3044\u304c\u3001\u30b7\u30d5\u30c8\u3082\u5165\u3063\u3066\u3044\u306a\u3044 | \u7570\u5e38\u3067\u306f\u306a\u3044\u3002\u6307\u6458\u3057\u306a\u3044 |\n| \u6253\u523b\u306e\u7570\u5e38\u306b\u3064\u3044\u3066\u7533\u8acb\u304c\u51fa\u3066\u3044\u308b | \u7570\u5e38\u304b\u3089\u5916\u3059\u3002\u305f\u3060\u3057\u7533\u8acb\u533a\u5206\u3068\u5b9f\u614b\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u898b\u308b |\n| \u696d\u52d9\u9023\u7d61\u304b\u3089\u7406\u7531\u304c\u63a8\u5b9a\u3067\u304d\u306a\u3044 | \u63a8\u5b9a\u3092\u66f8\u304b\u305a\u3001\u4e8b\u5b9f\u3060\u3051\u3092\u805e\u304f |\n| \u5e97\u9577\u304b\u3089\u56de\u7b54\u304c\u6765\u306a\u3044 | \u6bce\u65e5\u518d\u63b2\u3057\u3001\u7de0\u3081\u65e5\u306e2\u55b6\u696d\u65e5\u524d\u306b\u30a8\u30ea\u30a2\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3078\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b |\n| \u7de0\u3081\u65e5\u76f4\u524d\u306b\u5927\u91cf\u306e\u4fee\u6b63\u304c\u767a\u751f\u3059\u308b | \u7de0\u30813\u55b6\u696d\u65e5\u524d\u306e\u4e8b\u524d\u70b9\u691c\u3067\u524d\u5012\u3057\u3059\u308b |\n| \u9000\u8077\u8005\u30fb\u4f11\u8077\u8005\u306e\u52e4\u6020 | \u5728\u7c4d\u533a\u5206\u3067\u5206\u3051\u308b\u3002**\u4f11\u8077\u8005\u3092\u300c\u6253\u523b\u6f0f\u308c\u300d\u3068\u5224\u5b9a\u3057\u306a\u3044** |\n| \u77ed\u6642\u9593\u52e4\u52d9\u30fb\u5909\u5f62\u52b4\u50cd\u6642\u9593\u5236\u306e\u5f93\u696d\u54e1 | \u9069\u7528\u3055\u308c\u308b\u52b4\u50cd\u6642\u9593\u306e\u67a0\u304c\u9055\u3046\u3002**\u5236\u5ea6\u3054\u3068\u306b\u8a2d\u5b9a\u3092\u5206\u3051\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3044\u306a\u3089\u5224\u5b9a\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u4eba\u304c\u898b\u308b** |\n| \u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u306b\u5931\u6557\u3057\u305f | \u672a\u53d6\u5f97\u3092\u660e\u793a\u3059\u308b\u3002**\u53d6\u5f97\u3067\u304d\u305f\u5206\u3060\u3051\u3067\u70b9\u691c\u5b8c\u4e86\u3068\u3057\u306a\u3044** |","log_storage":"- \u53d6\u308a\u8fbc\u3093\u3060\u52e4\u6020\u30c7\u30fc\u30bf\uff08\u53d6\u5f97\u65e5\u6642\u3064\u304d\uff09\n- \u8a08\u7b97\u306b\u3088\u308b\u5224\u5b9a\u7d50\u679c\uff08`overtime_status` \u3068 `annual_leave_status` \u3092\u542b\u3080\uff09\n- LLM\u304c\u4f5c\u3063\u305f\u78ba\u8a8d\u6587\u3068\u3001\u305d\u306e\u6839\u62e0\n- \u5e97\u9577\u306e\u56de\u7b54\n- \u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3057\u305f\u5185\u5bb9\u3068\u3001\u4fee\u6b63\u8005\u30fb\u4fee\u6b63\u65e5\u6642\n- **\u4e0a\u9650\u306b\u8fd1\u3065\u3044\u305f\u4eba\u3078\u306e\u901a\u77e5\u306e\u8a18\u9332**\n\n**\u6700\u5f8c\u306e\u9805\u76ee\u306f\u3001\u52b4\u52d9\u7ba1\u7406\u3092\u884c\u3063\u3066\u3044\u305f\u8a3c\u8de1\u306b\u306a\u308a\u307e\u3059\u3002** \u52b4\u50cd\u6642\u9593\u306e\u7ba1\u7406\u306f\u4f7f\u7528\u8005\u306e\u7fa9\u52d9\u3067\u3042\u308a\u3001**\u300c\u628a\u63e1\u3057\u3066\u3044\u305f\u304b\u300d\u300c\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u624b\u3092\u6253\u3063\u305f\u304b\u300d\u304c\u554f\u308f\u308c\u307e\u3059\u3002** \u901a\u77e5\u3057\u305f\u8a18\u9332\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u52e4\u6020\u30c7\u30fc\u30bf\u306f\u500b\u4eba\u60c5\u5831\u3067\u3059\u3002** \u4fdd\u7ba1\u5834\u6240\u3068\u95b2\u89a7\u6a29\u9650\u3092\u3001\u4eba\u4e8b\u90e8\u9580\u3068\u5f53\u8a72\u5e97\u8217\u306e\u7ba1\u7406\u8005\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":800,"assumption_workdays":20,"volume_month":800,"before_minutes_per_case":3,"after_minutes_per_case":1,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":13.300000000000000710542735760100185871124267578125,"saved_hours_month":26.699999999999999289457264239899814128875732421875,"reduction_rate":67,"saved_hours_year":320,"annual_cost_effect":960000,"summary":"\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u51fa\u3057\u305f\u7de0\u3081\u524d\u306e\u30c7\u30fc\u30bf\u3092\u5165\u529b\u306b\u3001\u6253\u523b\u306e\u6f0f\u308c\u3001\u6642\u9593\u5916\u52b4\u50cd\u306e\u4e0a\u9650\u306b\u8fd1\u3065\u3044\u3066\u3044\u308b\u4eba\u3001\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u304c\u5e745\u65e5\u306b\u5c4a\u304b\u306a\u3044\u4eba\u3092\u6d17\u3044\u51fa\u3057\u3001\u73fe\u5834\u306e\u7ba1\u7406\u8005\u3078\u5dee\u3057\u623b\u3059\u78ba\u8a8d\u6587\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002\u52b4\u52d9\u62c5\u5f53\u306e\u4f5c\u696d\u306f\u3001\u4e00\u89a7\u3092\u4e0a\u304b\u3089\u898b\u308b\u3053\u3068\u304b\u3089\u3001\u6307\u6458\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u7de0\u3081\u65e5\u306e\u7fcc\u55b6\u696d\u65e5\u306b\u3001\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30a8\u30e9\u30fc\u4e00\u89a7\u3092\u51fa\u3059\n2. \u6253\u523b\u6f0f\u308c\u3001\u9045\u523b\u30fb\u65e9\u9000\u306e\u672a\u7533\u8acb\u3001\u4f11\u61a9\u6642\u9593\u306e\u4e0d\u8db3\u30921\u4ef6\u305a\u3064\u898b\u308b\n3. \u6642\u9593\u5916\u52b4\u50cd\u306e\u5f53\u6708\u5206\u3068\u7d2f\u8a08\u3092\u4e00\u89a7\u3067\u898b\u3066\u3001\u4e0a\u9650\u306b\u8fd1\u3044\u4eba\u3092\u62fe\u3046\n4. \u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u53d6\u5f97\u65e5\u6570\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u57fa\u6e96\u65e5\u304b\u3089\u898b\u3066\u5e745\u65e5\u306b\u5c4a\u304b\u306a\u3044\u898b\u8fbc\u307f\u306e\u4eba\u3092\u62fe\u3046\n5. \u8a72\u5f53\u8005\u3092\u5e97\u8217\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u5e97\u9577\u3078\u30e1\u30fc\u30eb\u3067\u5dee\u3057\u623b\u3059\n6. \u5e97\u9577\u304b\u3089\u306e\u56de\u7b54\u3092\u5f85\u3064\uff08\u50ac\u4fc3\u3059\u308b\u3053\u3068\u3082\u591a\u3044\uff09\n7. \u56de\u7b54\u3092\u3082\u3068\u306b\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3059\u308b\n8. \u7de0\u3081\u3066\u7d66\u4e0e\u30b7\u30b9\u30c6\u30e0\u3078\u6e21\u3059\n\n\u554f\u984c\u306f5\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff094\u3064\u306e\u4e0a\u9650\u3092\u540c\u6642\u306b\u898b\u308b\u306e\u304c\u96e3\u3057\u3044\u3002** \u6642\u9593\u5916\u52b4\u50cd\u306f\u3001\u7279\u5225\u6761\u9805\u3092\u7d50\u3093\u3067\u3044\u3066\u3082\u3001**\u5358\u6708100\u6642\u9593\u672a\u6e80\uff08\u4f11\u65e5\u52b4\u50cd\u3092\u542b\u3080\uff09\u30012\u301c6\u304b\u6708\u5e73\u5747\u306780\u6642\u9593\u4ee5\u5185\uff08\u4f11\u65e5\u52b4\u50cd\u3092\u542b\u3080\uff09\u3001\u5e74720\u6642\u9593\u4ee5\u5185\u3001\u670845\u6642\u9593\u3092\u8d85\u3048\u3089\u308c\u308b\u306e\u306f\u5e746\u56de\u307e\u3067**\u3092\u540c\u6642\u306b\u6e80\u305f\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5f53\u6708\u3060\u3051\u3092\u898b\u3066\u3082\u3001\u8907\u6570\u6708\u5e73\u5747\u3084\u56de\u6570\u306e\u6b8b\u308a\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u304c\u4eba\u3054\u3068\u306b\u9055\u3046\u3002** \u5e7410\u65e5\u4ee5\u4e0a\u306e\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u304c\u4ed8\u4e0e\u3055\u308c\u308b\u52b4\u50cd\u8005\u306b\u306f\u3001\u305d\u306e\u3046\u3061\u5e745\u65e5\u306b\u3064\u3044\u3066\u4f7f\u7528\u8005\u304c\u6642\u5b63\u3092\u6307\u5b9a\u3057\u3066\u53d6\u5f97\u3055\u305b\u308b\u7fa9\u52d9\u304c\u3042\u308a\u307e\u3059\u3002\u57fa\u6e96\u65e5\u304c\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u305f\u3081\u3001**\u300c\u4eca\u6708\u304c\u671f\u9650\u306e\u4eba\u300d\u3092\u6bce\u6708\u62fe\u3044\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5dee\u3057\u623b\u3057\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u3002** \u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u5e97\u9577\u306b\u9001\u3063\u3066\u3082\u3001\u5e97\u9577\u306f\u5f53\u65e5\u306e\u72b6\u6cc1\u3092\u601d\u3044\u51fa\u305b\u307e\u305b\u3093\u3002\u7d50\u679c\u3068\u3057\u3066\u56de\u7b54\u304c\u9045\u308c\u3001\u7de0\u3081\u65e5\u306b\u9593\u306b\u5408\u308f\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u3069\u306e\u30a8\u30e9\u30fc\u3092\u653e\u7f6e\u3057\u3066\u3088\u3044\u304b\u306e\u5224\u65ad\u304c\u4eba\u306b\u3088\u308b\u3002** \u30d1\u30fc\u30c8\u306e1\u5206\u306e\u6253\u523b\u305a\u308c\u3068\u3001\u6b63\u793e\u54e1\u306e\u9000\u52e4\u6253\u523b\u6f0f\u308c\u3067\u306f\u91cd\u307f\u304c\u9055\u3044\u307e\u3059\u3002\u57fa\u6e96\u304c\u6587\u66f8\u5316\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u62c5\u5f53\u80052\u540d\u306e\u9593\u3067\u3082\u6271\u3044\u304c\u63c3\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08e\uff09\u7de0\u3081\u5f8c\u306e3\u65e5\u9593\u306b\u96c6\u4e2d\u3059\u308b\u3002** \u3053\u306e\u671f\u9593\u306f\u4ed6\u306e\u696d\u52d9\u304c\u6b62\u307e\u308a\u307e\u3059\u3002","before_flow_steps":["\u7de0\u3081\u65e5\u306e\u7fcc\u55b6\u696d\u65e5\u306b\u3001\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30a8\u30e9\u30fc\u4e00\u89a7\u3092\u51fa\u3059","\u6253\u523b\u6f0f\u308c\u3001\u9045\u523b\u30fb\u65e9\u9000\u306e\u672a\u7533\u8acb\u3001\u4f11\u61a9\u6642\u9593\u306e\u4e0d\u8db3\u30921\u4ef6\u305a\u3064\u898b\u308b","\u6642\u9593\u5916\u52b4\u50cd\u306e\u5f53\u6708\u5206\u3068\u7d2f\u8a08\u3092\u4e00\u89a7\u3067\u898b\u3066\u3001\u4e0a\u9650\u306b\u8fd1\u3044\u4eba\u3092\u62fe\u3046","\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u53d6\u5f97\u65e5\u6570\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u57fa\u6e96\u65e5\u304b\u3089\u898b\u3066\u5e745\u65e5\u306b\u5c4a\u304b\u306a\u3044\u898b\u8fbc\u307f\u306e\u4eba\u3092\u62fe\u3046","\u8a72\u5f53\u8005\u3092\u5e97\u8217\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u5e97\u9577\u3078\u30e1\u30fc\u30eb\u3067\u5dee\u3057\u623b\u3059","\u5e97\u9577\u304b\u3089\u306e\u56de\u7b54\u3092\u5f85\u3064\uff08\u50ac\u4fc3\u3059\u308b\u3053\u3068\u3082\u591a\u3044\uff09","\u56de\u7b54\u3092\u3082\u3068\u306b\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3059\u308b","\u7de0\u3081\u3066\u7d66\u4e0e\u30b7\u30b9\u30c6\u30e0\u3078\u6e21\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u7de0\u3081\u65e5\u306e\u7fcc\u65e5\u672a\u660e\u306b\u3001\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5f53\u6708\u5206\u3068\u904e\u53bb12\u304b\u6708\u5206\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\n2. **\u3010\u81ea\u52d5\u3011** \u6253\u523b\u306e\u7570\u5e38\u3092\u691c\u51fa\u3059\u308b\uff08\u6f0f\u308c\u3001\u30b7\u30d5\u30c8\u3068\u306e\u4e56\u96e2\u3001\u4f11\u61a9\u4e0d\u8db3\u3001\u6df1\u591c\u30fb\u4f11\u65e5\u306e\u672a\u7533\u8acb\uff09\n3. **\u3010\u81ea\u52d5\u3011** \u6642\u9593\u5916\u52b4\u50cd\u306e4\u3064\u306e\u4e0a\u9650\u306b\u3064\u3044\u3066\u3001\u5f53\u6708\u306e\u5b9f\u7e3e\u3068\u6b8b\u308a\u3092\u8a08\u7b97\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u57fa\u6e96\u65e5\u3054\u3068\u306b\u3001\u5e745\u65e5\u306e\u9054\u6210\u72b6\u6cc1\u3068\u6b8b\u308a\u671f\u9593\u3092\u8a08\u7b97\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u691c\u51fa\u3057\u305f\u7570\u5e38\u306b\u3064\u3044\u3066\u3001\u30b7\u30d5\u30c8\u8868\u30fb\u7533\u8acb\u8a18\u9332\u30fb\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u304b\u3089\u7406\u7531\u3092\u63a8\u3057\u91cf\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5e97\u8217\u3054\u3068\u306b\u3001\u7ba1\u7406\u8005\u304c\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u78ba\u8a8d\u6587\u3092\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u91cd\u5927\u5ea6\u3067\u4e26\u3079\u305f\u4e00\u89a7\u3092\u52b4\u52d9\u62c5\u5f53\u306b\u51fa\u3059\n8. **\u3010\u4eba\u3011** \u52b4\u52d9\u62c5\u5f53\u304c\u6307\u6458\u3092\u78ba\u304b\u3081\u3001\u78ba\u8a8d\u6587\u3092\u5e97\u9577\u3078\u9001\u308b\n9. **\u3010\u4eba\u3011** \u5e97\u9577\u304c\u56de\u7b54\u3057\u3001\u52b4\u52d9\u62c5\u5f53\u304c\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3059\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u672a\u56de\u7b54\u306e\u3082\u306e\u3092\u7fcc\u65e5\u4ee5\u964d\u306b\u518d\u63b2\u3059\u308b\n11. **\u3010\u4eba\u3011** \u7de0\u3081\u3066\u7d66\u4e0e\u30b7\u30b9\u30c6\u30e0\u3078\u6e21\u3059\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u96c6\u3081\u308b\u300d\u300c\u8a08\u7b97\u3059\u308b\u300d\u300c\u7406\u7531\u3092\u63a8\u3057\u91cf\u308b\u300d\u300c\u6587\u3092\u4f5c\u308b\u300d\u300c\u50ac\u4fc3\u3059\u308b\u300d\u306e5\u3064\u3067\u3059\u3002**\u6b8b\u308b\u306e\u306f\u300c\u4fee\u6b63\u3057\u3066\u3088\u3044\u304b\u3092\u5224\u65ad\u3059\u308b\u300d\u3067\u3001\u3053\u308c\u306f\u52b4\u52d9\u62c5\u5f53\u3068\u5e97\u9577\u306e\u4ed5\u4e8b\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u7de0\u3081\u65e5\u306e\u7fcc\u65e5\u672a\u660e\u306b\u3001\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5f53\u6708\u5206\u3068\u904e\u53bb12\u304b\u6708\u5206\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** \u6253\u523b\u306e\u7570\u5e38\u3092\u691c\u51fa\u3059\u308b\uff08\u6f0f\u308c\u3001\u30b7\u30d5\u30c8\u3068\u306e\u4e56\u96e2\u3001\u4f11\u61a9\u4e0d\u8db3\u3001\u6df1\u591c\u30fb\u4f11\u65e5\u306e\u672a\u7533\u8acb\uff09","**\u3010\u81ea\u52d5\u3011** \u6642\u9593\u5916\u52b4\u50cd\u306e4\u3064\u306e\u4e0a\u9650\u306b\u3064\u3044\u3066\u3001\u5f53\u6708\u306e\u5b9f\u7e3e\u3068\u6b8b\u308a\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u57fa\u6e96\u65e5\u3054\u3068\u306b\u3001\u5e745\u65e5\u306e\u9054\u6210\u72b6\u6cc1\u3068\u6b8b\u308a\u671f\u9593\u3092\u8a08\u7b97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u51fa\u3057\u305f\u7570\u5e38\u306b\u3064\u3044\u3066\u3001\u30b7\u30d5\u30c8\u8868\u30fb\u7533\u8acb\u8a18\u9332\u30fb\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u304b\u3089\u7406\u7531\u3092\u63a8\u3057\u91cf\u308b","**\u3010\u81ea\u52d5\u3011** \u5e97\u8217\u3054\u3068\u306b\u3001\u7ba1\u7406\u8005\u304c\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u78ba\u8a8d\u6587\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u91cd\u5927\u5ea6\u3067\u4e26\u3079\u305f\u4e00\u89a7\u3092\u52b4\u52d9\u62c5\u5f53\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u52b4\u52d9\u62c5\u5f53\u304c\u6307\u6458\u3092\u78ba\u304b\u3081\u3001\u78ba\u8a8d\u6587\u3092\u5e97\u9577\u3078\u9001\u308b","**\u3010\u4eba\u3011** \u5e97\u9577\u304c\u56de\u7b54\u3057\u3001\u52b4\u52d9\u62c5\u5f53\u304c\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u672a\u56de\u7b54\u306e\u3082\u306e\u3092\u7fcc\u65e5\u4ee5\u964d\u306b\u518d\u63b2\u3059\u308b","**\u3010\u4eba\u3011** \u7de0\u3081\u3066\u7d66\u4e0e\u30b7\u30b9\u30c6\u30e0\u3078\u6e21\u3059"],"architecture":"```\n\u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u6253\u523b\u30fb\u7533\u8acb\u30fb\u30b7\u30d5\u30c8\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u6708 \u7de0\u3081\u65e5\u306e\u7fcc\u65e5 3\u6642\uff08\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\uff09\nPower Automate\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u5f53\u6708\uff0b\u904e\u53bb12\u304b\u6708\u306e\u52e4\u6020\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u5224\u5b9a\uff08\u8a08\u7b97\u3002AI\u306f\u4f7f\u308f\u306a\u3044\uff09\n   \u2502       \u251c\u2500 \u6253\u523b\u306e\u7570\u5e38\uff08\u6f0f\u308c\uff0f\u30b7\u30d5\u30c8\u3068\u306e\u4e56\u96e2\uff0f\u4f11\u61a9\u4e0d\u8db3\uff09\n   \u2502       \u251c\u2500 \u6642\u9593\u5916\u306e4\u3064\u306e\u4e0a\u9650\uff08\u5358\u6708\u30fb\u8907\u6570\u6708\u5e73\u5747\u30fb\u5e74\u9593\u30fb\u56de\u6570\uff09\n   \u2502       \u2514\u2500 \u5e74\u4f11\u306e\u5e745\u65e5\uff08\u57fa\u6e96\u65e5\u3054\u3068\u306e\u9054\u6210\u72b6\u6cc1\u3068\u6b8b\u308a\u671f\u9593\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 LLM API \u2500\u2500 \u7570\u5e38\u306e\u7406\u7531\u306e\u63a8\u5b9a \uff0b \u5e97\u9577\u5411\u3051\u306e\u78ba\u8a8d\u6587\u306e\u4f5c\u6210\n   \u2502\n   \u25bc\n\u70b9\u691c\u30ea\u30b9\u30c8\uff08SharePoint \u30ea\u30b9\u30c8\uff09\u2500\u2500\u3010\u52b4\u52d9\u62c5\u5f53\u304c\u78ba\u8a8d\u3011\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u5e97\u9577\u3078\u78ba\u8a8d\u4f9d\u983c\uff08Outlook \/ Teams\uff09\n   \u2514\u2500\u2500\u25b6 \u672a\u56de\u7b54\u306e\u518d\u63b2\uff08\u6bce\u65e5 9\u6642\uff09\n   \u2502\n   \u25bc\n\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u306e\u4fee\u6b63 \u2500\u2500 \u7de0\u3081 \u2500\u2500 \u7d66\u4e0e\u30b7\u30b9\u30c6\u30e0\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Power Automate | Make\u3001n8n\u3001Google Apps Script |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306e\u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \uff0d |\n| \u4fdd\u7ba1 | SharePoint | Box\u3001Google Drive |\n\n**\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u306b36\u5354\u5b9a\u306e\u4e0a\u9650\u30a2\u30e9\u30fc\u30c8\u3068\u5e74\u4f11\u306e\u53d6\u5f97\u72b6\u6cc1\u306e\u7ba1\u7406\u6a5f\u80fd\u304c\u3042\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u308c\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u8fd1\u5e74\u306e\u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u591a\u304f\u306f\u3001\u3053\u306e2\u3064\u3092\u6a19\u6e96\u6a5f\u80fd\u3068\u3057\u3066\u6301\u3063\u3066\u3044\u307e\u3059\u3002**\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u306f\u300c\u8907\u6570\u6708\u5e73\u5747\u300d\u3084\u300c\u56de\u6570\u306e\u6b8b\u308a\u300d\u307e\u3067\u898b\u3089\u308c\u306a\u3044\u5834\u5408\u3068\u3001\u5dee\u3057\u623b\u3057\u306e\u904b\u7528\u307e\u3067\u542b\u3081\u3066\u56de\u3057\u305f\u3044\u5834\u5408\u3067\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u6708\u3001\u7de0\u3081\u65e5\u306e\u7fcc\u65e5\u672a\u660e\u306b\u5b9a\u6642\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002** \u52b4\u52d9\u62c5\u5f53\u304c\u51fa\u793e\u3057\u305f\u3068\u304d\u306b\u306f\u70b9\u691c\u30ea\u30b9\u30c8\u304c\u51fa\u6765\u3066\u3044\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002\n\n\u7de0\u3081\u65e5\u76f4\u524d\u306e\u70b9\u691c\u3082\u6709\u52b9\u3067\u3059\u3002**\u7de0\u3081\u65e5\u306e3\u55b6\u696d\u65e5\u524d\u306b\u4e00\u5ea6\u8d70\u3089\u305b\u308b\u3068\u3001\u4fee\u6b63\u306e\u305f\u3081\u306e\u6642\u9593\u304c\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u6708\u672b\u307e\u3067\u306e\u52e4\u52d9\u4e88\u5b9a\u304c\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u6642\u9593\u5916\u306e\u4e0a\u9650\u5224\u5b9a\u306f\u300c\u898b\u8fbc\u307f\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n\u672a\u56de\u7b54\u306e\u518d\u63b2\u306f\u3001\u6bce\u65e59\u6642\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u884c\u3044\u307e\u3059\u3002**\u3053\u306e\u4ed5\u7d44\u307f\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u52b9\u679c\u304c\u51fa\u308b\u90e8\u5206\u3067\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6253\u523b\u30c7\u30fc\u30bf | \u5f93\u696d\u54e1\u3054\u3068\u306e\u51fa\u52e4\u30fb\u9000\u52e4\u30fb\u4f11\u61a9\u306e\u6642\u523b\uff08\u5f53\u6708\u5206\uff09 | \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u904e\u53bb\u306e\u52e4\u52d9\u5b9f\u7e3e | \u6642\u9593\u5916\u52b4\u50cd\u3068\u4f11\u65e5\u52b4\u50cd\u306e\u6708\u5225\u5b9f\u7e3e\uff08**\u904e\u53bb12\u304b\u6708\u5206**\uff09 | \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u7533\u8acb\u8a18\u9332 | \u9045\u523b\u30fb\u65e9\u9000\u30fb\u4f11\u6687\u30fb\u6642\u9593\u5916\u306e\u7533\u8acb\u3068\u627f\u8a8d\u72b6\u6cc1\u3001\u7533\u8acb\u7406\u7531\u306e\u81ea\u7531\u8a18\u8ff0 | \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u30b7\u30d5\u30c8\u8868 | \u5f93\u696d\u54e1\u3054\u3068\u306e\u52e4\u52d9\u4e88\u5b9a\uff08\u5f53\u6708\u5206\uff09 | \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u5f93\u696d\u54e1\u30de\u30b9\u30bf | \u793e\u54e1\u756a\u53f7\u3001\u6c0f\u540d\u3001\u6240\u5c5e\u5e97\u8217\u3001\u96c7\u7528\u533a\u5206\u3001\u5165\u793e\u65e5\u3001**\u5e74\u4f11\u306e\u57fa\u6e96\u65e5**\u3001\u4ed8\u4e0e\u65e5\u6570 | \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0 |\n| \u5e74\u4f11\u306e\u53d6\u5f97\u72b6\u6cc1 | \u57fa\u6e96\u65e5\u4ee5\u964d\u306e\u53d6\u5f97\u65e5\u6570 | \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61 | \u68da\u5378\u3001\u50ac\u4e8b\u3001\u8a2d\u5099\u30c8\u30e9\u30d6\u30eb\u306a\u3069\u3001\u5f53\u65e5\u306e\u72b6\u6cc1\u304c\u5206\u304b\u308b\u8a18\u9332 | Teams \u306e\u30c1\u30e3\u30cd\u30eb |\n| 36\u5354\u5b9a\u306e\u5185\u5bb9 | \u81ea\u793e\u304c\u7de0\u7d50\u3057\u3066\u3044\u308b\u5354\u5b9a\u306e\u4e0a\u9650\u6642\u9593\u3068\u7279\u5225\u6761\u9805\u306e\u6709\u7121 | \u4eba\u4e8b\uff08\u6587\u66f8\uff09 |\n\n**\u300c\u904e\u53bb12\u304b\u6708\u5206\u300d\u3092\u5fc5\u305a\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u8907\u6570\u6708\u5e73\u5747\u3068\u5e74\u9593\u306e\u4e0a\u9650\u306f\u3001\u5f53\u6708\u306e\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306f\u8a08\u7b97\u3067\u304d\u307e\u305b\u3093\u3002**\u305d\u3057\u3066\u300c\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u304d\u76ee\u3092\u6c7a\u3081\u307e\u3059\u3002** \u6253\u523b\u6f0f\u308c\u306e\u7406\u7531\u3092\u63a8\u3057\u91cf\u308b\u6750\u6599\u306f\u3001\u52e4\u6020\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\uff1a** API\u304c\u3042\u308c\u3070API\u3092\u3001\u306a\u3051\u308c\u3070\u7ba1\u7406\u753b\u9762\u304b\u3089\u306eCSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u4f7f\u3044\u307e\u3059\u3002**\u591a\u304f\u306e\u56fd\u7523\u306e\u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306fCSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u5099\u3048\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u305a\u305d\u3053\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** API\u306e\u6709\u7121\u3068\u4ed5\u69d8\u306f\u3001\u81ea\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u30d9\u30f3\u30c0\u30fc\u3078\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002\n\n**\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\uff1a** Teams \u306e\u30c1\u30e3\u30cd\u30eb\u304b\u3089\u3001\u5f53\u6708\u306e\u6295\u7a3f\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002**\u500b\u4eba\u306e\u30c1\u30e3\u30c3\u30c8\u306f\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002** \u696d\u52d9\u9023\u7d61\u306e\u30c1\u30e3\u30cd\u30eb\u306b\u9650\u308a\u307e\u3059\u3002\n\n**36\u5354\u5b9a\u306e\u5185\u5bb9\uff1a** \u6587\u66f8\u304b\u3089\u624b\u3067\u8a2d\u5b9a\u8868\u306b\u5199\u3057\u307e\u3059\u3002\u5e74\u306b1\u56de\u306e\u66f4\u65b0\u3067\u8db3\u308a\u307e\u3059\u3002**\u5354\u5b9a\u306e\u5185\u5bb9\u306f\u4e8b\u696d\u5834\u3054\u3068\u306b\u9055\u3046\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u4e8b\u696d\u5834\u5358\u4f4d\u3067\u8a2d\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u96c7\u7528\u533a\u5206\u3054\u3068\u306e\u5206\u96e2** \u2026 \u6b63\u793e\u54e1\u3001\u30d1\u30fc\u30c8\u3001\u7ba1\u7406\u76e3\u7763\u8005\u3067\u9069\u7528\u3055\u308c\u308b\u57fa\u6e96\u304c\u9055\u3044\u307e\u3059\u3002\u7ba1\u7406\u76e3\u7763\u8005\u306f\u6642\u9593\u5916\u52b4\u50cd\u306e\u4e0a\u9650\u898f\u5236\u306e\u5bfe\u8c61\u5916\u3067\u3059\u304c\u3001**\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u5e745\u65e5\u306f\u7ba1\u7406\u76e3\u7763\u8005\u3082\u5bfe\u8c61\u3067\u3059\u3002** \u3053\u3053\u3092\u4e00\u7dd2\u306b\u51e6\u7406\u3059\u308b\u3068\u8aa4\u5224\u5b9a\u306b\u306a\u308a\u307e\u3059\n2. **\u30b7\u30d5\u30c8\u3068\u306e\u7a81\u5408** \u2026 \u6253\u523b\u304c\u306a\u3044\u65e5\u306b\u3064\u3044\u3066\u3001\u30b7\u30d5\u30c8\u4e0a\u306e\u52e4\u52d9\u4e88\u5b9a\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4e88\u5b9a\u304c\u306a\u3051\u308c\u3070\u7570\u5e38\u3067\u306f\u3042\u308a\u307e\u305b\u3093\n3. **\u7533\u8acb\u3068\u306e\u7a81\u5408** \u2026 \u6253\u523b\u306e\u7570\u5e38\u306b\u3064\u3044\u3066\u3001\u5bfe\u5fdc\u3059\u308b\u7533\u8acb\u304c\u51fa\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u7533\u8acb\u6e08\u307f\u306a\u3089\u7570\u5e38\u304b\u3089\u5916\u3057\u307e\u3059\n4. **\u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u306e\u7b97\u51fa** \u2026 \u5165\u793e\u65e5\u304b\u3089\u57fa\u6e96\u65e5\u3092\u6c42\u3081\u3001\u305d\u3053\u304b\u3089\u4f55\u304b\u6708\u7d4c\u904e\u3057\u3066\u3044\u308b\u304b\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002**\u5165\u793e\u65e5\u304b\u3089\u8d77\u7b97\u3059\u308b\u65b9\u5f0f\u3068\u3001\u5168\u793e\u4e00\u6589\u306e\u57fa\u6e96\u65e5\u65b9\u5f0f\u3068\u3067\u8a08\u7b97\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u65b9\u5f0f\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044**\n5. **\u696d\u52d9\u9023\u7d61\u306e\u65e5\u4ed8\u3067\u306e\u7d10\u4ed8\u3051** \u2026 \u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u3092\u65e5\u4ed8\u3068\u5e97\u8217\u3067\u7d22\u5f15\u5316\u3057\u3001\u7570\u5e38\u306e\u3042\u3063\u305f\u65e5\u3068\u7d50\u3073\u4ed8\u3051\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u5224\u5b9a\u306f\u8a08\u7b97\u3067\u884c\u3044\u307e\u3059\u3002** \u4f7f\u3046\u57fa\u6e96\u306f\u6cd5\u4ee4\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\n\n| \u5224\u5b9a\u9805\u76ee | \u57fa\u6e96 |\n|:--|:--|\n| \u6642\u9593\u5916\u52b4\u50cd\uff08\u539f\u5247\uff09 | \u670845\u6642\u9593\u30fb\u5e74360\u6642\u9593 |\n| \u5358\u6708\uff08\u7279\u5225\u6761\u9805\uff09 | \u6642\u9593\u5916\u52b4\u50cd\u3068\u4f11\u65e5\u52b4\u50cd\u306e\u5408\u8a08\u304c**\u6708100\u6642\u9593\u672a\u6e80** |\n| \u8907\u6570\u6708\u5e73\u5747\uff08\u7279\u5225\u6761\u9805\uff09 | 2\u301c6\u304b\u6708\u306e\u3044\u305a\u308c\u306e\u5e73\u5747\u3082\u3001\u6642\u9593\u5916\u52b4\u50cd\u3068\u4f11\u65e5\u52b4\u50cd\u306e\u5408\u8a08\u304c**80\u6642\u9593\u4ee5\u5185** |\n| \u5e74\u9593\uff08\u7279\u5225\u6761\u9805\uff09 | \u6642\u9593\u5916\u52b4\u50cd\u304c**\u5e74720\u6642\u9593\u4ee5\u5185** |\n| 45\u6642\u9593\u8d85\u306e\u56de\u6570 | \u539f\u5247\u306e\u670845\u6642\u9593\u3092\u8d85\u3048\u3089\u308c\u308b\u306e\u306f**\u5e746\u56de\u307e\u3067** |\n| \u5e74\u6b21\u6709\u7d66\u4f11\u6687 | \u5e7410\u65e5\u4ee5\u4e0a\u4ed8\u4e0e\u3055\u308c\u308b\u52b4\u50cd\u8005\u306b\u3001**\u5e745\u65e5**\u3092\u4f7f\u7528\u8005\u304c\u6642\u5b63\u6307\u5b9a\u3057\u3066\u53d6\u5f97\u3055\u305b\u308b |\n\n**\u3053\u306e6\u3064\u306f\u3001\u3057\u304d\u3044\u5024\u3067\u6a5f\u68b0\u7684\u306b\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002LLM\u306b\u5224\u65ad\u3055\u305b\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u5224\u5b9a\u3092LLM\u306b\u4efb\u305b\u308b\u3068\u3001\u6839\u62e0\u3092\u8ffd\u8de1\u3067\u304d\u306a\u304f\u306a\u308a\u3001\u76e3\u7763\u7f72\u306e\u8abf\u67fb\u3067\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u7570\u5e38\u306e\u7406\u7531\u306e\u63a8\u5b9a | \u30b7\u30d5\u30c8\u30fb\u7533\u8acb\u30fb\u696d\u52d9\u9023\u7d61\u304b\u3089\u3001\u305d\u306e\u6253\u523b\u306b\u306a\u3063\u305f\u4e8b\u60c5\u3092\u63a8\u3057\u91cf\u308b |\n| \u78ba\u8a8d\u6587\u306e\u4f5c\u6210 | \u5e97\u9577\u304c\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u308b |\n| \u7533\u8acb\u7406\u7531\u306e\u8aad\u307f\u53d6\u308a | \u81ea\u7531\u8a18\u8ff0\u306e\u7533\u8acb\u7406\u7531\u3092\u8aad\u307f\u3001\u5185\u5bb9\u304c\u7533\u8acb\u533a\u5206\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b |\n| \u91cd\u5927\u5ea6\u306e\u8aac\u660e | \u300c\u4eca\u6708\u3042\u3068\u4f55\u6642\u9593\u3067\u4e0a\u9650\u306b\u5f53\u305f\u308b\u304b\u300d\u3092\u3001\u5e97\u9577\u304c\u884c\u52d5\u306b\u79fb\u305b\u308b\u8a00\u8449\u3067\u66f8\u304f |\n| \u672a\u56de\u7b54\u306e\u50ac\u4fc3\u6587 | \u7d4c\u904e\u65e5\u6570\u3068\u7de0\u3081\u65e5\u307e\u3067\u306e\u6b8b\u308a\u3092\u6dfb\u3048\u305f\u50ac\u4fc3\u6587\u3092\u4f5c\u308b |\n\n**\u78ba\u8a8d\u6587\u306e\u8cea\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u6210\u5426\u3092\u6c7a\u3081\u307e\u3059\u3002** \u60aa\u3044\u4f8b\u3068\u826f\u3044\u4f8b\u3092\u4e26\u3079\u307e\u3059\u3002\n\n- \u60aa\u3044\u4f8b\uff1a\u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\n- \u826f\u3044\u4f8b\uff1a\u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5f53\u65e5\u306f\u5e97\u8217\u30c1\u30e3\u30cd\u30eb\u306b\u300e\u68da\u5378\u306e\u305f\u308121\u6642\u307e\u3067\u6b8b\u308b\u300f\u3068\u3044\u3046\u9023\u7d61\u304c\u51fa\u3066\u3044\u307e\u3057\u305f\u3002\u9000\u52e4\u6642\u523b\u306f21\u664230\u5206\u3054\u308d\u3067\u3088\u308d\u3057\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u9055\u3046\u5834\u5408\u306f\u5b9f\u969b\u306e\u6642\u523b\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u300d\n\n**\u5f8c\u8005\u306a\u3089\u3001\u5e97\u9577\u306f\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002** \u5dee\u3057\u623b\u3057\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u539f\u56e0\u306e\u5927\u534a\u306f\u3001\u805e\u304b\u308c\u305f\u5074\u304c\u601d\u3044\u51fa\u305b\u306a\u3044\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u3001\u52e4\u6020\u306e\u7de0\u3081\u524d\u306e\u70b9\u691c\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u691c\u51fa\u3055\u308c\u305f\u7570\u5e38\u306b\u3064\u3044\u3066\u3001\u5e97\u8217\u306e\u7ba1\u7406\u8005\u304c\u7b54\u3048\u3089\u308c\u308b\u5f62\u306e\u78ba\u8a8d\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6cd5\u4ee4\u306e\u5224\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e0a\u9650\u306b\u5f53\u305f\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u306f\n  \u3059\u3067\u306b\u8a08\u7b97\u6e08\u307f\u3067\u3001\u5165\u529b\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\n  \u305d\u306e\u5224\u5b9a\u3092\u8a00\u3044\u63db\u3048\u308b\u3060\u3051\u306b\u3057\u3001\u3042\u306a\u305f\u304c\u57fa\u6e96\u3092\u89e3\u91c8\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6253\u523b\u306e\u6642\u523b\u3092\u3001\u3042\u306a\u305f\u304c\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u5b9a\u3057\u305f\u6642\u523b\u306f\u5019\u88dc\u3068\u3057\u3066\u793a\u3057\u3001\u5fc5\u305a\u7591\u554f\u5f62\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c21\u664230\u5206\u306b\u4fee\u6b63\u3057\u307e\u3057\u305f\u300d\u3067\u306f\u306a\u304f\u300c21\u664230\u5206\u3054\u308d\u3067\u3088\u308d\u3057\u3044\u3067\u3057\u3087\u3046\u304b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u63a8\u5b9a\u306e\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u63a8\u5b9a\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c3\u67085\u65e5\u306e\u9000\u52e4\u6253\u523b\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u66f8\u304d\u3001\n  basis \u3092 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6839\u62e0\u306e\u306a\u3044\u63a8\u6e2c\u3092\u6dfb\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306b\u4f7f\u3063\u305f\u60c5\u5831\uff08\u30b7\u30d5\u30c8\u3001\u7533\u8acb\u3001\u696d\u52d9\u9023\u7d61\uff09\u306f\u3001\n  \u65e5\u4ed8\u3068\u51fa\u3069\u3053\u308d\u304c\u5206\u304b\u308b\u5f62\u3067 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u672c\u4eba\u306e\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u3001\u52e4\u52d9\u614b\u5ea6\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u50cd\u304d\u3059\u304e\u3067\u3059\u300d\u300c\u9045\u523b\u304c\u591a\u3044\u3067\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e8b\u5b9f\u3068\u3001\u78ba\u8a8d\u3057\u305f\u3044\u70b9\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0a\u9650\u306b\u8fd1\u3044\u4eba\u3078\u306e\u9023\u7d61\u6587\u3067\u306f\u3001\u6b8b\u308a\u306e\u6642\u9593\u6570\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u4e0a\u9650\u306b\u8fd1\u3065\u3044\u3066\u3044\u307e\u3059\u300d\u3060\u3051\u3067\u306f\u884c\u52d5\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u3010\u5f93\u696d\u54e1\u306e\u60c5\u5831\u3011\n\u6c0f\u540d: {name} \/ \u6240\u5c5e: {store} \/ \u96c7\u7528\u533a\u5206: {employment_type}\n\n\u3010\u8a08\u7b97\u6e08\u307f\u306e\u5224\u5b9a\u7d50\u679c\u3011\n{findings}\n\n\u3010\u5f53\u6708\u306e\u30b7\u30d5\u30c8\u3068\u6253\u523b\u3011\n{shift_and_punch}\n\n\u3010\u7533\u8acb\u8a18\u9332\u3011\n{requests}\n\n\u3010\u5f53\u65e5\u306e\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u3011\n{store_notes}\n```\n\n**\u300c\u6cd5\u4ee4\u306e\u5224\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001LLM\u306f\u89aa\u5207\u306b\u300c\u3053\u308c\u306f36\u5354\u5b9a\u9055\u53cd\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u305d\u306e\u5224\u65ad\u304c\u8aa4\u3063\u3066\u3044\u3066\u3082\u3001\u8aad\u3093\u3060\u62c5\u5f53\u8005\u306f\u6c17\u3065\u3051\u307e\u305b\u3093\u3002** \u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u51fa\u529b\u3092\u8a00\u3044\u63db\u3048\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n**\u300c\u672c\u4eba\u306e\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u3001\u52e4\u52d9\u614b\u5ea6\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u3057\u306a\u3044\u300d\u3082\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u52e4\u6020\u306e\u6307\u6458\u306b\u8a55\u4fa1\u306e\u8272\u304c\u3064\u304f\u3068\u3001\u52b4\u52d9\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n\u8a08\u7b97\u90e8\u5206\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u306e\u51fa\u529b\uff1a\n\n```json\n{\n  \"employee_id\": \"\",\n  \"store\": \"\",\n  \"employment_type\": \"regular | part_time | manager\",\n  \"findings\": [\n    {\n      \"type\": \"punch_missing | shift_mismatch | break_shortage | unapproved_overtime | limit_month | limit_average | limit_year | limit_count | annual_leave_5days\",\n      \"date\": \"\",\n      \"detail\": {\n        \"actual\": 0,\n        \"threshold\": 0,\n        \"remaining\": 0,\n        \"unit\": \"hours | days | times\"\n      },\n      \"severity\": \"critical | high | medium | low\"\n    }\n  ],\n  \"overtime_status\": {\n    \"current_month_hours\": 0,\n    \"months_over_45h_this_year\": 0,\n    \"remaining_times_over_45h\": 0,\n    \"annual_hours\": 0,\n    \"remaining_annual_hours\": 0,\n    \"rolling_average_2to6_months\": []\n  },\n  \"annual_leave_status\": {\n    \"base_date\": \"\",\n    \"months_elapsed\": 0,\n    \"days_taken\": 0,\n    \"days_required\": 5,\n    \"deadline\": \"\"\n  }\n}\n```\n\nLLM\u90e8\u5206\u306e\u51fa\u529b\uff1a\n\n```json\n{\n  \"employee_id\": \"\",\n  \"messages\": [\n    {\n      \"finding_type\": \"\",\n      \"date\": \"\",\n      \"question_text\": \"\",\n      \"estimated_value\": \"\",\n      \"basis\": \"\",\n      \"basis_source\": \"shift | request | store_note | none\"\n    }\n  ],\n  \"store_summary\": \"\",\n  \"needs_review\": []\n}\n```\n\n**\u8a08\u7b97\u3068LLM\u306e\u51fa\u529b\u3092\u5206\u3051\u307e\u3059\u3002** \u5224\u5b9a\u306e\u6839\u62e0\u306f\u8a08\u7b97\u5074\u306eJSON\u3060\u3051\u3067\u8aac\u660e\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u76e3\u7763\u7f72\u306e\u8abf\u67fb\u3067\u793a\u3059\u306e\u306f\u3053\u3061\u3089\u3067\u3059\u3002**LLM\u304c\u4f5c\u3063\u305f\u6587\u306f\u3001\u73fe\u5834\u306b\u805e\u304f\u305f\u3081\u306e\u9053\u5177\u306b\u3059\u304e\u307e\u305b\u3093\u3002**\n\n`basis_source` \u306b `none` \u3092\u7528\u610f\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u6839\u62e0\u306e\u306a\u3044\u63a8\u5b9a\u3068\u3001\u6839\u62e0\u306e\u3042\u308b\u63a8\u5b9a\u3092\u533a\u5225\u3059\u308b\u305f\u3081**\u3067\u3059\u3002`none` \u306e\u78ba\u8a8d\u6587\u306b\u306f\u63a8\u5b9a\u3092\u542b\u3081\u307e\u305b\u3093\u3002\n\n\u306a\u304a\u3001Claude API \u306b\u306f\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b**\u69cb\u9020\u5316\u51fa\u529b**\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\u3068\u3057\u3066\u63d0\u4f9b\uff09\u3002\u9805\u76ee\u304c\u591a\u3044\u51fa\u529b\u306a\u306e\u3067\u3001\u5229\u7528\u3067\u304d\u308b\u5834\u5408\u306f\u5f62\u306e\u5d29\u308c\u3092\u9632\u3052\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u6253\u523b\u30fb\u7533\u8acb\u30fb\u30b7\u30d5\u30c8\u30fb\u5e74\u4f11\u306e\u53d6\u5f97\u72b6\u6cc1\u3092\u53d6\u5f97\u3059\u308b |\n| \u4eba\u4e8b\u30b7\u30b9\u30c6\u30e0\uff08\u8aad\u307f\u53d6\u308a\uff09 | \u5f93\u696d\u54e1\u30de\u30b9\u30bf\u3068\u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u3092\u53d6\u5f97\u3059\u308b |\n| SharePoint \u30ea\u30b9\u30c8 | \u70b9\u691c\u30ea\u30b9\u30c8\u3092\u51fa\u3059\u3002\u56de\u7b54\u3068\u5bfe\u5fdc\u72b6\u6cc1\u3082\u3053\u3053\u3067\u7ba1\u7406\u3059\u308b |\n| Outlook \/ Teams | \u5e97\u9577\u3078\u78ba\u8a8d\u4f9d\u983c\u3092\u9001\u308b\u3002\u672a\u56de\u7b54\u3092\u50ac\u4fc3\u3059\u308b |\n| \u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u66f8\u304d\u8fbc\u307f\uff09 | **\u884c\u3044\u307e\u305b\u3093**\uff08\u5f8c\u8ff0\uff09 |\n\n**\u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u81ea\u52d5\u5316\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u52e4\u6020\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\u306f\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u4eba\u304c\u884c\u3046\u3082\u306e\u3067\u3059\u3002\u63a8\u5b9a\u5024\u3092\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u3080\u69cb\u6210\u306f\u3001**\u8a18\u9332\u306e\u6539\u3056\u3093\u3068\u898b\u306a\u3055\u308c\u304b\u306d\u307e\u305b\u3093\u3002** \u52b4\u52d9\u62c5\u5f53\u304c\u5e97\u9577\u306e\u56de\u7b54\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u3001\u5f93\u6765\u3069\u304a\u308a\u624b\u3067\u4fee\u6b63\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u3059\u3079\u3066\u306e\u6307\u6458\u3092\u52b4\u52d9\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u3001\u5e97\u9577\u3078\u9001\u308a\u307e\u3059\u3002** \u81ea\u52d5\u9001\u4fe1\u3057\u307e\u305b\u3093\u3002\n\n\u898b\u308b\u512a\u5148\u9806\u4f4d\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u512a\u5148 | \u5bfe\u8c61 | \u5bfe\u5fdc |\n|:--|:--|:--|\n| 1 | `limit_month` \/ `limit_average`\uff08\u5358\u6708100\u6642\u9593\u3001\u8907\u6570\u6708\u5e73\u574780\u6642\u9593\uff09 | **\u5373\u65e5\u3002** \u5f53\u6708\u306e\u6b8b\u308a\u306e\u52e4\u52d9\u4e88\u5b9a\u306e\u8abf\u6574\u304c\u5fc5\u8981 |\n| 2 | `limit_count`\uff0845\u6642\u9593\u8d85\u306e\u56de\u6570\u306e\u6b8b\u308a\u304c0\uff09 | \u5f53\u6708\u4e2d\u306b\u5bfe\u5fdc\u65b9\u91dd\u3092\u6c7a\u3081\u308b |\n| 3 | `limit_year`\uff08\u5e74\u9593720\u6642\u9593\u306e\u6b8b\u308a\u304c\u5c11\u306a\u3044\uff09 | \u5e74\u5ea6\u306e\u6b8b\u308a\u671f\u9593\u3068\u5408\u308f\u305b\u3066\u898b\u308b |\n| 4 | `annual_leave_5days`\uff08\u671f\u9650\u307e\u30673\u304b\u6708\u3092\u5207\u3063\u3066\u672a\u9054\uff09 | \u5e97\u9577\u3068\u672c\u4eba\u306b\u53d6\u5f97\u8a08\u753b\u3092\u78ba\u8a8d\u3059\u308b |\n| 5 | `punch_missing` \/ `shift_mismatch` | \u78ba\u8a8d\u6587\u3092\u9001\u308b |\n| 6 | `break_shortage` \/ `low` \u306e\u6307\u6458 | \u307e\u3068\u3081\u3066\u5e97\u8217\u3054\u3068\u306b\u9001\u308b |\n\n**\u512a\u5148\u5ea61\u306f\u3001\u70b9\u691c\u3067\u306f\u306a\u304f\u5bfe\u5fdc\u3067\u3059\u3002** \u4e0a\u9650\u306b\u5f53\u305f\u3063\u3066\u304b\u3089\u3067\u306f\u624b\u9045\u308c\u306a\u306e\u3067\u3001**\u6b8b\u308a\u6642\u9593\u304c\u4e00\u5b9a\u3092\u5207\u3063\u305f\u6642\u70b9\u3067\u901a\u77e5\u3059\u308b\u4ed5\u7d44\u307f\u3092\u3001\u6708\u6b21\u306e\u7de0\u3081\u3068\u306f\u5225\u306b\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7ba1\u7406\u76e3\u7763\u8005\u306e\u6642\u9593\u5916\u3092\u4e0a\u9650\u898f\u5236\u3067\u5224\u5b9a\u3057\u3066\u3057\u307e\u3046 | \u96c7\u7528\u533a\u5206\u3067\u5206\u3051\u308b\u3002**\u305f\u3060\u3057\u5e74\u4f11\u306e\u5e745\u65e5\u306f\u7ba1\u7406\u76e3\u7763\u8005\u3082\u5bfe\u8c61** |\n| \u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u306e\u65b9\u5f0f\u304c\u793e\u5185\u3067\u6df7\u5728\u3057\u3066\u3044\u308b | \u5165\u793e\u65e5\u8d77\u7b97\u3068\u5168\u793e\u4e00\u6589\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3059\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u4eba\u306f\u4eba\u4e8b\u306b\u78ba\u8a8d\u3059\u308b |\n| \u4e8b\u696d\u5834\u3054\u3068\u306b36\u5354\u5b9a\u306e\u5185\u5bb9\u304c\u9055\u3046 | \u4e8b\u696d\u5834\u5358\u4f4d\u3067\u8a2d\u5b9a\u8868\u3092\u6301\u3064\u30021\u3064\u306e\u8a2d\u5b9a\u3067\u5168\u793e\u3092\u5224\u5b9a\u3057\u306a\u3044 |\n| \u6253\u523b\u304c\u306a\u3044\u304c\u3001\u30b7\u30d5\u30c8\u3082\u5165\u3063\u3066\u3044\u306a\u3044 | \u7570\u5e38\u3067\u306f\u306a\u3044\u3002\u6307\u6458\u3057\u306a\u3044 |\n| \u6253\u523b\u306e\u7570\u5e38\u306b\u3064\u3044\u3066\u7533\u8acb\u304c\u51fa\u3066\u3044\u308b | \u7570\u5e38\u304b\u3089\u5916\u3059\u3002\u305f\u3060\u3057\u7533\u8acb\u533a\u5206\u3068\u5b9f\u614b\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u898b\u308b |\n| \u696d\u52d9\u9023\u7d61\u304b\u3089\u7406\u7531\u304c\u63a8\u5b9a\u3067\u304d\u306a\u3044 | \u63a8\u5b9a\u3092\u66f8\u304b\u305a\u3001\u4e8b\u5b9f\u3060\u3051\u3092\u805e\u304f |\n| \u5e97\u9577\u304b\u3089\u56de\u7b54\u304c\u6765\u306a\u3044 | \u6bce\u65e5\u518d\u63b2\u3057\u3001\u7de0\u3081\u65e5\u306e2\u55b6\u696d\u65e5\u524d\u306b\u30a8\u30ea\u30a2\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3078\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b |\n| \u7de0\u3081\u65e5\u76f4\u524d\u306b\u5927\u91cf\u306e\u4fee\u6b63\u304c\u767a\u751f\u3059\u308b | \u7de0\u30813\u55b6\u696d\u65e5\u524d\u306e\u4e8b\u524d\u70b9\u691c\u3067\u524d\u5012\u3057\u3059\u308b |\n| \u9000\u8077\u8005\u30fb\u4f11\u8077\u8005\u306e\u52e4\u6020 | \u5728\u7c4d\u533a\u5206\u3067\u5206\u3051\u308b\u3002**\u4f11\u8077\u8005\u3092\u300c\u6253\u523b\u6f0f\u308c\u300d\u3068\u5224\u5b9a\u3057\u306a\u3044** |\n| \u77ed\u6642\u9593\u52e4\u52d9\u30fb\u5909\u5f62\u52b4\u50cd\u6642\u9593\u5236\u306e\u5f93\u696d\u54e1 | \u9069\u7528\u3055\u308c\u308b\u52b4\u50cd\u6642\u9593\u306e\u67a0\u304c\u9055\u3046\u3002**\u5236\u5ea6\u3054\u3068\u306b\u8a2d\u5b9a\u3092\u5206\u3051\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3044\u306a\u3089\u5224\u5b9a\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u4eba\u304c\u898b\u308b** |\n| \u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u306b\u5931\u6557\u3057\u305f | \u672a\u53d6\u5f97\u3092\u660e\u793a\u3059\u308b\u3002**\u53d6\u5f97\u3067\u304d\u305f\u5206\u3060\u3051\u3067\u70b9\u691c\u5b8c\u4e86\u3068\u3057\u306a\u3044** |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u308a\u8fbc\u3093\u3060\u52e4\u6020\u30c7\u30fc\u30bf\uff08\u53d6\u5f97\u65e5\u6642\u3064\u304d\uff09\n- \u8a08\u7b97\u306b\u3088\u308b\u5224\u5b9a\u7d50\u679c\uff08`overtime_status` \u3068 `annual_leave_status` \u3092\u542b\u3080\uff09\n- LLM\u304c\u4f5c\u3063\u305f\u78ba\u8a8d\u6587\u3068\u3001\u305d\u306e\u6839\u62e0\n- \u5e97\u9577\u306e\u56de\u7b54\n- \u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3092\u4fee\u6b63\u3057\u305f\u5185\u5bb9\u3068\u3001\u4fee\u6b63\u8005\u30fb\u4fee\u6b63\u65e5\u6642\n- **\u4e0a\u9650\u306b\u8fd1\u3065\u3044\u305f\u4eba\u3078\u306e\u901a\u77e5\u306e\u8a18\u9332**\n\n**\u6700\u5f8c\u306e\u9805\u76ee\u306f\u3001\u52b4\u52d9\u7ba1\u7406\u3092\u884c\u3063\u3066\u3044\u305f\u8a3c\u8de1\u306b\u306a\u308a\u307e\u3059\u3002** \u52b4\u50cd\u6642\u9593\u306e\u7ba1\u7406\u306f\u4f7f\u7528\u8005\u306e\u7fa9\u52d9\u3067\u3042\u308a\u3001**\u300c\u628a\u63e1\u3057\u3066\u3044\u305f\u304b\u300d\u300c\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u624b\u3092\u6253\u3063\u305f\u304b\u300d\u304c\u554f\u308f\u308c\u307e\u3059\u3002** \u901a\u77e5\u3057\u305f\u8a18\u9332\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u52e4\u6020\u30c7\u30fc\u30bf\u306f\u500b\u4eba\u60c5\u5831\u3067\u3059\u3002** \u4fdd\u7ba1\u5834\u6240\u3068\u95b2\u89a7\u6a29\u9650\u3092\u3001\u4eba\u4e8b\u90e8\u9580\u3068\u5f53\u8a72\u5e97\u8217\u306e\u7ba1\u7406\u8005\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup":"1. \u76f4\u8fd13\u304b\u6708\u306e\u52e4\u6020\u30c7\u30fc\u30bf\u3092CSV\u3067\u51fa\u3059\uff08\u6642\u9593\u5916\u306e\u6708\u5225\u5b9f\u7e3e\u3092\u542b\u3080\uff09\n2. Excel\u3067\u3001\u6642\u9593\u5916\u52b4\u50cd\u306e4\u3064\u306e\u4e0a\u9650\u306b\u3064\u3044\u3066\u3001\u5f93\u696d\u54e1\u3054\u3068\u306b\u6b8b\u308a\u3092\u8a08\u7b97\u3059\u308b\n3. **\u4e0a\u9650\u306b\u8fd1\u3044\u4eba\u304c\u4f55\u540d\u3044\u308b\u304b\u3092\u6570\u3048\u308b**\n4. \u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u3068\u53d6\u5f97\u65e5\u6570\u304b\u3089\u3001\u671f\u9650\u307e\u30673\u304b\u6708\u3092\u5207\u3063\u3066\u672a\u9054\u306e\u4eba\u3092\u6570\u3048\u308b\n\n**\u3053\u306e2\u3064\u306e\u6570\u5b57\u3060\u3051\u3067\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u306f\u60f3\u5b9a\u3088\u308a\u591a\u3044\u4eba\u6570\u304c\u51fa\u307e\u3059\u3002** \u305d\u3057\u3066AI\u306f\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u3002Excel\u3067\u8db3\u308a\u307e\u3059\u3002\n\n\u6b21\u306bAI\u306e\u90e8\u5206\u3092\u8a66\u3057\u307e\u3059\u3002\n\n5. \u6253\u523b\u306e\u7570\u5e38\u304c\u51fa\u305f\u4e8b\u4f8b\u30925\u4ef6\u9078\u3073\u3001\u5f53\u65e5\u306e\u30b7\u30d5\u30c8\u30fb\u7533\u8acb\u30fb\u5e97\u8217\u306e\u696d\u52d9\u9023\u7d61\u3092\u96c6\u3081\u308b\n6. \u751f\u6210AI\u306b\u8cbc\u308a\u3001\u5e97\u9577\u5411\u3051\u306e\u78ba\u8a8d\u6587\u3092\u4f5c\u3089\u305b\u308b\n7. **\u305d\u306e\u6587\u3092\u5e97\u9577\u306b\u898b\u305b\u3066\u3001\u300c\u3053\u308c\u306a\u3089\u7b54\u3048\u3089\u308c\u308b\u304b\u300d\u3092\u805e\u304f**\n\n\u898b\u308b\u306e\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002\n\n| \u898b\u308b\u70b9 | \u5224\u65ad |\n|:--|:--|\n| \u5e97\u9577\u304c\u305d\u306e\u5834\u3067\u7b54\u3048\u3089\u308c\u308b\u6587\u306b\u306a\u3063\u3066\u3044\u308b\u304b | \u306a\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u6839\u62e0\u306b\u4f7f\u3046\u60c5\u5831\u304c\u8db3\u308a\u3066\u3044\u306a\u3044 |\n| \u6839\u62e0\u306e\u306a\u3044\u63a8\u5b9a\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b | **\u66f8\u3044\u3066\u3044\u305f\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5f37\u3081\u308b\u3002\u3053\u3053\u304c\u6700\u91cd\u8981** |\n| \u6cd5\u4ee4\u306e\u89e3\u91c8\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b | \u66f8\u3044\u3066\u3044\u305f\u3089\u540c\u4e0a |\n\n**2\u756a\u76ee\u30683\u756a\u76ee\u3092\u5fc5\u305a\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u63a8\u5b9a\u306e\u6642\u523b\u3092\u65ad\u5b9a\u5f62\u3067\u66f8\u304b\u308c\u308b\u3068\u3001\u5e97\u9577\u304c\u78ba\u8a8d\u305b\u305a\u306b\u627f\u8a8d\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u308c\u306f\u8a18\u9332\u306e\u6b63\u78ba\u6027\u3092\u640d\u306a\u3044\u307e\u3059\u3002","minimal_setup_short":"\u52e4\u6020\u30c7\u30fc\u30bf\u3092CSV\u3067\u51fa\u3057\u3001Excel\u30674\u3064\u306e\u4e0a\u9650\u3068\u5e74\u4f11\u306e\u6b8b\u308a\u3092\u8a08\u7b97\u3059\u308b \uff0f \u5224\u5b9a","semi_auto_setup":"\u7de0\u3081\u65e5\u306e\u7fcc\u65e5\u306b\u81ea\u52d5\u3067\u53d6\u308a\u8fbc\u307f\u3001\u5224\u5b9a\u3057\u3066\u70b9\u691c\u30ea\u30b9\u30c8\u3092\u4f5c\u308b\u3002\u78ba\u8a8d\u6587\u3082\u81ea\u52d5\u751f\u6210\u3057\u3001\u52b4\u52d9\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u3066\u9001\u308b \uff0f \u53d6\u308a\u8fbc\u307f\u30fb\u5224\u5b9a\u30fb\u78ba\u8a8d\u6587","full_setup":"\u4e0a\u8a18\uff0b\u672a\u56de\u7b54\u306e\u518d\u63b2\u3068\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\uff0b\u7de0\u30813\u55b6\u696d\u65e5\u524d\u306e\u4e8b\u524d\u70b9\u691c\uff0b\u4e0a\u9650\u304c\u8fd1\u3044\u4eba\u3078\u306e\u968f\u6642\u901a\u77e5 \uff0f \u5dee\u3057\u623b\u3057\u306e\u9032\u884c\u7ba1\u7406\u307e\u3067\uff08\u4fee\u6b63\u306f\u4eba\uff09","level_note":"**\u534a\u81ea\u52d5\u5316\u30673\u5206\u304c1.5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5224\u5b9a\u3068\u78ba\u8a8d\u6587\u306e\u4f5c\u6210\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30681\u5206\u7a0b\u5ea6\u3067\u3059\u304c\u3001**\u672c\u683c\u69cb\u6210\u306e\u4fa1\u5024\u306f\u6642\u9593\u3088\u308a\u300c\u5dee\u3057\u623b\u3057\u304c\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u300d\u3068\u300c\u4e0a\u9650\u306b\u5f53\u305f\u308b\u524d\u306b\u624b\u3092\u6253\u3066\u308b\u3053\u3068\u300d\u306b\u3042\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| **LLM\u304c\u6cd5\u4ee4\u306e\u5224\u5b9a\u3092\u3059\u308b** | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u78ba\u306b\u7981\u6b62\u3059\u308b\u3002\u751f\u6210\u6587\u306b\u300c\u9055\u53cd\u300d\u300c\u4e0a\u9650\u3092\u8d85\u3048\u3066\u3044\u307e\u3059\u300d\u3068\u3044\u3063\u305f\u5224\u5b9a\u8a9e\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u6a5f\u68b0\u7684\u306b\u691c\u67fb\u3059\u308b |\n| \u63a8\u5b9a\u3057\u305f\u6253\u523b\u6642\u523b\u304c\u65ad\u5b9a\u5f62\u3067\u66f8\u304b\u308c\u308b | \u5fc5\u305a\u7591\u554f\u5f62\u306b\u3055\u305b\u308b\u3002\u65ad\u5b9a\u5f62\u306e\u6587\u3092\u6a5f\u68b0\u7684\u306b\u5f3e\u304f |\n| \u904e\u53bb12\u304b\u6708\u3092\u53d6\u3089\u305a\u306b\u5f53\u6708\u3060\u3051\u3067\u5224\u5b9a\u3059\u308b | \u8907\u6570\u6708\u5e73\u5747\u3068\u5e74\u9593\u306e\u4e0a\u9650\u306f\u5f53\u6708\u3060\u3051\u3067\u306f\u51fa\u306a\u3044\u3002\u53d6\u5f97\u7bc4\u56f2\u3092\u8a2d\u8a08\u6642\u306b\u56fa\u5b9a\u3059\u308b |\n| \u7ba1\u7406\u76e3\u7763\u8005\u3092\u4e0a\u9650\u898f\u5236\u3067\u5224\u5b9a\u3059\u308b | \u96c7\u7528\u533a\u5206\u3067\u5206\u3051\u308b\u3002**\u5e74\u4f11\u306e\u5e745\u65e5\u306f\u7ba1\u7406\u76e3\u7763\u8005\u3082\u5bfe\u8c61**\u306a\u306e\u3067\u3001\u305d\u3061\u3089\u306f\u5916\u3055\u306a\u3044 |\n| \u5e74\u4f11\u306e\u57fa\u6e96\u65e5\u306e\u65b9\u5f0f\u3092\u53d6\u308a\u9055\u3048\u308b | \u5165\u793e\u65e5\u8d77\u7b97\u304b\u5168\u793e\u4e00\u6589\u304b\u3092\u4eba\u4e8b\u306b\u78ba\u8a8d\u3059\u308b\u3002\u6df7\u5728\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308b |\n| \u5909\u5f62\u52b4\u50cd\u6642\u9593\u5236\u306e\u5f93\u696d\u54e1\u3092\u901a\u5e38\u306e\u67a0\u3067\u5224\u5b9a\u3059\u308b | \u5236\u5ea6\u3054\u3068\u306b\u8a2d\u5b9a\u3092\u5206\u3051\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3044\u306a\u3089\u5224\u5b9a\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u4eba\u304c\u898b\u308b |\n| \u5dee\u3057\u623b\u3057\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044 | \u78ba\u8a8d\u6587\u306b\u6839\u62e0\u3092\u6dfb\u3048\u308b\u3002\u672a\u56de\u7b54\u3092\u6bce\u65e5\u518d\u63b2\u3059\u308b\u3002\u7de0\u30812\u55b6\u696d\u65e5\u524d\u306b\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b |\n| \u52e4\u6020\u30b7\u30b9\u30c6\u30e0\u3078\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u3093\u3067\u3057\u307e\u3046 | \u66f8\u304d\u8fbc\u307f\u306f\u884c\u308f\u306a\u3044\u3002\u8a18\u9332\u306e\u6539\u3056\u3093\u3068\u898b\u306a\u3055\u308c\u308b\u5371\u967a\u304c\u3042\u308b |\n| \u6307\u6458\u306b\u8a55\u4fa1\u306e\u8272\u304c\u3064\u304f | \u5065\u5eb7\u30fb\u79c1\u751f\u6d3b\u30fb\u52e4\u52d9\u614b\u5ea6\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u3092\u7981\u6b62\u3059\u308b |\n| \u4e8b\u696d\u5834\u3054\u3068\u306e36\u5354\u5b9a\u306e\u9055\u3044\u3092\u7121\u8996\u3059\u308b | \u4e8b\u696d\u5834\u5358\u4f4d\u306e\u8a2d\u5b9a\u8868\u3092\u6301\u3064 |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5f93\u696d\u54e1\u306e\u6c0f\u540d\u3001\u6240\u5c5e\u3001\u52e4\u52d9\u6642\u9593\u3001\u4f11\u6687\u306e\u53d6\u5f97\u72b6\u6cc1\u3001\u7533\u8acb\u7406\u7531\u3002**\u500b\u4eba\u60c5\u5831\u3067\u3042\u308a\u3001\u52b4\u50cd\u6642\u9593\u306f\u52b4\u52d9\u7ba1\u7406\u306e\u8a18\u9332\u3068\u3057\u3066\u6cd5\u4ee4\u4e0a\u306e\u4fdd\u5b58\u7fa9\u52d9\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002**\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u5f93\u696d\u54e1\u306e\u52e4\u52d9\u6642\u9593\u3068\u7533\u8acb\u7406\u7531\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u7533\u8acb\u7406\u7531\u306b\u306f\u901a\u9662\u3084\u5bb6\u65cf\u306e\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**LLM\u306b\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u300c\u6253\u523b\u306e\u7570\u5e38\u300d\u3068\u300c\u5f53\u65e5\u306e\u72b6\u6cc1\u300d\u3067\u3042\u3063\u3066\u3001\u7533\u8acb\u7406\u7531\u306e\u4e2d\u8eab\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u79c1\u7684\u306a\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3046\u308b\u6b04\u306f\u3001\u6e21\u3059\u524d\u306b\u9664\u3044\u3066\u304f\u3060\u3055\u3044\n2. **\u4eba\u4e8b\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044** \u2026 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| [\u539a\u751f\u52b4\u50cd\u7701 \u50cd\u304d\u65b9\u6539\u9769\u7279\u8a2d\u30b5\u30a4\u30c8\uff1a\u6642\u9593\u5916\u52b4\u50cd\u306e\u4e0a\u9650\u898f\u5236](https:\/\/hatarakikatakaikaku.mhlw.go.jp\/overtime.html) | 2026-09-15 |\n| 2019\u5e744\u6708\u304b\u3089\u3001\u5e7410\u65e5\u4ee5\u4e0a\u306e\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u304c\u4ed8\u4e0e\u3055\u308c\u308b\u52b4\u50cd\u8005\uff08\u7ba1\u7406\u76e3\u7763\u8005\u3092\u542b\u3080\uff09\u306b\u5bfe\u3057\u3001\u5e745\u65e5\u306b\u3064\u3044\u3066\u4f7f\u7528\u8005\u304c\u6642\u5b63\u3092\u6307\u5b9a\u3057\u3066\u53d6\u5f97\u3055\u305b\u308b\u3053\u3068\u304c\u7fa9\u52d9\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u52b4\u50cd\u8005\u304c\u81ea\u30895\u65e5\u4ee5\u4e0a\u53d6\u5f97\u6e08\u307f\u306e\u5834\u5408\u306f\u4f7f\u7528\u8005\u306b\u3088\u308b\u6642\u5b63\u6307\u5b9a\u304c\u4e0d\u8981\u3067\u3042\u308b\u3053\u3068 | [\u539a\u751f\u52b4\u50cd\u7701\uff1a\u5e74\u6b21\u6709\u7d66\u4f11\u6687\u306e\u6642\u5b63\u6307\u5b9a\u7fa9\u52d9](https:\/\/www.mhlw.go.jp\/content\/000350327.pdf) | 2026-09-15 |\n| Office 365 Outlook \u30b3\u30cd\u30af\u30bf\u3067\u30e1\u30fc\u30eb\u306e\u9001\u4fe1\u304c\u3067\u304d\u308b\u3053\u3068\uff08\u78ba\u8a8d\u4f9d\u983c\u30fb\u50ac\u4fc3\u306e\u9001\u4fe1\u306b\u4f7f\u7528\uff09 | [Microsoft Learn: Office 365 Outlook \u30b3\u30cd\u30af\u30bf](https:\/\/learn.microsoft.com\/en-us\/connectors\/office365\/) | 2026-09-15 |\n| Claude API \u306b\u3001\u51fa\u529b\u3092JSON\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u308f\u305b\u308b\u69cb\u9020\u5316\u51fa\u529b\u306e\u6a5f\u80fd\u304c\u3042\u308b\u3053\u3068\uff082026-09-15\u6642\u70b9\u3067\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\uff09 | [Claude Platform Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-15 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