{"id":14387,"date":"2026-10-06T12:06:32","date_gmt":"2026-10-06T03:06:32","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/insurer-notice-impact-agent\/"},"modified":"2026-10-06T12:06:32","modified_gmt":"2026-10-06T03:06:32","slug":"insurer-notice-impact-agent","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/insurer-notice-impact-agent\/","title":{"rendered":"\u4fdd\u967a\u4ee3\u7406\u5e97\u3067\u3001\u53d6\u6271\u3046\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u6bce\u65e5\u5c4a\u304f\u304a\u77e5\u3089\u305b\uff08\u5546\u54c1\u6539\u5b9a\u30fb\u4e8b\u52d9\u306e\u5909\u66f4\u30fb\u5f15\u53d7\u306e\u5236\u9650\uff09\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u898b\u56de\u308a\u3001\u5f71\u97ff\u3059\u308b\u5951\u7d04\u8005\u3068\u52df\u96c6\u4eba\u3092\u62fe\u3063\u3066\u5bfe\u5fdc\u306e\u4e00\u89a7\u3092\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u53d6\u6271\u3046\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u304a\u77e5\u3089\u305b\u3092\u6bce\u65e5\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8aad\u307f\u3001\u3069\u306e\u5951\u7d04\u8005\u30fb\u3069\u306e\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u30fb\u3069\u306e\u52df\u96c6\u4eba\u306b\u95a2\u4fc2\u3059\u308b\u304b\u3092\u5951\u7d04\u306e\u4e00\u89a7\u304b\u3089\u62fe\u3044\u307e\u3059\u3002\u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848\u3092\u4ed8\u3051\u305f\u4e00\u89a7\u306b\u3057\u3001\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u306b\u6e21\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0488","platform_main":"n8n","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u3067\u3059\u3002\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u52d5\u304f\u3082\u306e\u3068\u3001\u6bce\u671d\u306e\u901a\u77e5\u3067\u3059\u3002**\n\n\u5c4a\u3044\u305f\u3068\u304d\u306b\u52d5\u304f\u5074\u306f\u3001**n8n \u306e Gmail Trigger** \u3067\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30d5\u30a3\u30eb\u30bf\u306b\u3001\u30e9\u30d9\u30eb\u3001Gmail \u306e\u691c\u7d22\u5f0f\u3001\u65e2\u8aad\u30fb\u672a\u8aad\u3001\u9001\u308a\u4e3b\u306e\u6307\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002**\u4fdd\u967a\u4f1a\u793e\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u306e\u9001\u308a\u4e3b\u3068\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304cPDF\u3092\u9001\u308b\u30a2\u30c9\u30ec\u30b9\u306b\u3001Gmail \u306e\u5074\u3067\u30e9\u30d9\u30eb\u300c\u4fdd\u967a\u4f1a\u793e\u304a\u77e5\u3089\u305b\u300d\u3092\u4ed8\u3051\u3001\u305d\u306e\u30e9\u30d9\u30eb\u3067\u7d5e\u308a\u307e\u3059\u3002** \u65e2\u8aad\u306e\u72b6\u614b\u306f\u300c\u672a\u8aad\u306e\u307f\u300d\u306b\u3057\u3001\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u3089\u65e2\u8aad\u306b\u3057\u307e\u3059\u3002\n\n\u6bce\u671d\u306e\u901a\u77e5\u306f\u3001**Schedule Trigger \u3067\u55b6\u696d\u65e5\u306e8\u664230\u5206**\u306b\u52d5\u304b\u3057\u307e\u3059\u3002cron \u5f0f\u306f `(\u79d2) \u5206 \u6642 \u65e5 \u6708 \u66dc\u65e5` \u306e\u6b04\u3067\u66f8\u3051\u3001**\u79d2\u306e\u6b04\u306f\u7701\u7565\u3067\u304d\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6708\u66dc\u304b\u3089\u91d1\u66dc\u306e8\u664230\u5206\u306a\u3089 `30 8 * * 1-5` \u3067\u3059\u3002**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002** \u8a2d\u5b9a\u304c\u7121\u3044\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c\u4f7f\u308f\u308c\u3001**\u81ea\u5206\u3067\u30db\u30b9\u30c8\u3059\u308b\u5834\u5408\u306e\u65e2\u5b9a\u306f America\/New York** \u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**Schedule Trigger \u3092\u4f7f\u3046\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002**\n\n**\u5f15\u53d7\u306e\u5236\u9650\u3067\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u306f\u3001\u6bce\u671d\u3092\u5f85\u305f\u305a\u306b\u3059\u3050\u77e5\u3089\u305b\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u304a\u77e5\u3089\u305b\u306e\u672c\u6587 | \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3001PDF\u304b\u3089\u53d6\u308a\u51fa\u3057\u305f\u6587\u5b57 | Gmail\u3001Extract From File |\n| \u53d7\u4ed8\u306e\u53f0\u5e33 | \u4fdd\u967a\u4f1a\u793e\u3001\u63b2\u8f09\u65e5\u3001\u4ef6\u540d\u3001\u51e6\u7406\u306e\u72b6\u614b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u8a3c\u5238\u756a\u53f7\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u7279\u7d04\u3001\u59cb\u671f\u30fb\u6e80\u671f\u3001\u6255\u8fbc\u65b9\u6cd5\u3001\u5951\u7d04\u8005\u306e\u6240\u5728\u5730\u306e\u90fd\u9053\u5e9c\u770c\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba | \u9867\u5ba2\u7ba1\u7406\u306eCSV\u3092\u8aad\u307f\u8fbc\u3093\u3060 PostgreSQL |\n| \u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | \u7533\u8fbc\u65e5\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u59cb\u671f\u306e\u4e88\u5b9a\u3001\u9032\u6357\u306e\u6bb5\u968e\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba | \u7533\u8fbc\u306e\u9032\u6357\u306e\u7ba1\u7406\u8868\u3092\u8aad\u307f\u8fbc\u3093\u3060\u3082\u306e |\n| \u5546\u54c1\u306e\u8f9e\u66f8 | \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u5546\u54c1\u540d\u30fb\u7279\u7d04\u540d\u306e\u8868\u8a18\u3068\u3001\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u52df\u96c6\u4eba\u306e\u4e00\u89a7 | \u6c0f\u540d\u3001\u6240\u5c5e\u3001\u53d6\u6271\u3048\u308b\u4fdd\u967a\u4f1a\u793e\u3068\u5546\u54c1 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u306e\u8981\u65e8\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u3001\u62fe\u3063\u305f\u4ef6\u6570\u3001\u884c\u3063\u305f\u5bfe\u5fdc | \u5bfe\u5fdc\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5546\u54c1\u306e\u8f9e\u66f8\u3067\u3059\u3002** \u304a\u77e5\u3089\u305b\u306b\u306f\u300c\u3007\u3007\u4fdd\u967a\uff08\u5bb6\u5ead\u7dcf\u5408\uff09\u300d\u300c\u25b3\u25b3\u7279\u7d04\u300d\u306e\u3088\u3046\u306a\u4fdd\u967a\u4f1a\u793e\u306e\u6b63\u5f0f\u306a\u540d\u524d\u304c\u66f8\u304b\u308c\u3001\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u793e\u5185\u306e\u30b3\u30fc\u30c9\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u5bfe\u5fdc\u304c\u7121\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6761\u4ef6\u3092\u691c\u7d22\u306e\u8a00\u8449\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** **\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u3001\u6c0f\u540d\u3084\u9023\u7d61\u5148\u3092\u5165\u308c\u307e\u305b\u3093\u3002** \u3069\u306e\u5951\u7d04\u8005\u306b\u9023\u7d61\u3059\u308b\u304b\u306f\u3001\u8a3c\u5238\u756a\u53f7\u304b\u3089\u52df\u96c6\u4eba\u304c\u9867\u5ba2\u7ba1\u7406\u3067\u5f15\u304d\u307e\u3059\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u901a\u77e5\u30e1\u30fc\u30eb\u3068\u6dfb\u4ed8 | Gmail Trigger\uff08\u30e9\u30d9\u30eb\u3067\u7d5e\u308b\uff09 | \u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u3068PDF |\n| PDF\u306e\u6587\u5b57 | Extract From File \u306e Extract From PDF | \u304a\u77e5\u3089\u305b\u306e\u5168\u6587 |\n| \u5951\u7d04\u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | PostgreSQL \u306e\u30ce\u30fc\u30c9\uff08\u9053\u5177\u3002Select \u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u4ed8\u304d\u306e Execute Query\uff09 | \u5f71\u97ff\u3059\u308b\u4ef6\u6570\u3068\u62c5\u5f53\u306e\u52df\u96c6\u4eba |\n| \u5546\u54c1\u306e\u8f9e\u66f8\u30fb\u52df\u96c6\u4eba\u30fb\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a\uff08\u9053\u5177\uff09 | \u6761\u4ef6\u306e\u7f6e\u304d\u63db\u3048\u3001\u4f1d\u3048\u308b\u76f8\u624b\u3001\u524d\u4f8b |\n\n**\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306f\u3001\u6bce\u6669\u5225\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u8aad\u307f\u8fbc\u307f\u76f4\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3044\u3064\u6642\u70b9\u306e\u3082\u306e\u304b\u3092\u6301\u305f\u305b\u3001\u5bfe\u5fdc\u306e\u4e00\u89a7\u306b\u3082\u66f8\u304d\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u4ed8\u304d\u306e\u30af\u30a8\u30ea\u306b\u3057\u307e\u3059\u3002** PostgreSQL \u306e\u30ce\u30fc\u30c9\u306f `$1`\u3001`$2` \u306e\u3088\u3046\u306a\u8a18\u53f7\u3067\u5024\u3092\u6e21\u3059\u30af\u30a8\u30ea\u306b\u5bfe\u5fdc\u3057\u3001\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001**\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u5024\u306f n8n \u304c\u7121\u5bb3\u5316\u3059\u308b\u305f\u3081 SQL \u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306bSQL\u306e\u6587\u3092\u7d44\u307f\u7acb\u3066\u3055\u305b\u305a\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u691c\u7d22\u306e\u5f62\u306b\u5024\u3060\u3051\u3092\u6e21\u3055\u305b\u307e\u3059\u3002**","preprocessing":"1. **\u9001\u308a\u4e3b\u306e\u78ba\u8a8d** \u2026 \u30e9\u30d9\u30eb\u306e\u4ed8\u3044\u305f\u30e1\u30fc\u30eb\u304c\u3001\u767b\u9332\u3057\u305f\u4fdd\u967a\u4f1a\u793e\u304b\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304b\u3089\u5c4a\u3044\u305f\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u6587\u5b57\u306e\u53d6\u308a\u51fa\u3057** \u2026 \u672c\u6587\u3068\u3001\u6dfb\u4ed8\u306ePDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u53d6\u308a\u51fa\u305b\u305f\u6587\u5b57\u304c\u6975\u7aef\u306b\u5c11\u306a\u3051\u308c\u3070\u3001\u753b\u50cf\u3060\u3051\u306ePDF\u3068\u898b\u306a\u3057\u3066\u4eba\u3078\u56de\u3057\u307e\u3059**\n3. **\u5b9a\u578b\u306e\u90e8\u5206\u306e\u9664\u53bb** \u2026 \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u5b9a\u578b\u306e\u3042\u3044\u3055\u3064\u3001\u914d\u4fe1\u505c\u6b62\u306e\u6848\u5185\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u30ea\u30f3\u30af\u306e\u8aac\u660e\u3092\u5916\u3057\u307e\u3059\n4. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u30fb\u540c\u3058\u4ef6\u540d\u30fb\u540c\u3058\u63b2\u8f09\u65e5\u306e\u3082\u306e\u304c\u53f0\u5e33\u306b\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002**\u8a02\u6b63\u7248\u306f\u4ef6\u540d\u306b\u300c\u8a02\u6b63\u300d\u3068\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u5143\u306e\u3082\u306e\u306b\u7d50\u3073\u4ed8\u3051\u307e\u3059**\n5. **\u53d7\u4ed8\u306e\u53f0\u5e33\u3078\u306e\u8a18\u9332** \u2026 \u4fdd\u967a\u4f1a\u793e\u3001\u63b2\u8f09\u65e5\u3001\u4ef6\u540d\u3001\u51e6\u7406\u306e\u72b6\u614b\u30921\u884c\u8db3\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u8a02\u6b63\u7248\u306f\u3001\u898b\u843d\u3068\u3059\u3068\u5371\u967a\u3067\u3059\u3002** \u4fdd\u967a\u6599\u306e\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306b\u8a02\u6b63\u304c\u51fa\u305f\u3068\u304d\u3001**\u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u4ef6\u6570\u3067\u52df\u96c6\u4eba\u306b\u4f1d\u3048\u305f\u307e\u307e**\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8a02\u6b63\u7248\u304c\u5c4a\u3044\u305f\u3089\u3001\u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u5bfe\u5fdc\u306e\u4e00\u89a7\u306e\u884c\u306b\u300c\u8a02\u6b63\u3042\u308a\u300d\u3068\u51fa\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u304a\u77e5\u3089\u305b1\u4ef6\u3054\u3068\u306b\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3001\u5fc5\u8981\u306a\u9053\u5177\u3092\u9078\u3093\u3067\u5f15\u304d\u3001\u6b21\u306e4\u3064\u3092\u7d44\u307f\u7acb\u3066\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u7d44\u307f\u7acb\u3066\u308b\u3082\u306e | \u4e2d\u8eab |\n|:--|:--|\n| \u304a\u77e5\u3089\u305b\u306e\u8981\u65e8 | \u7a2e\u985e\uff08\u5546\u54c1\u6539\u5b9a\u30fb\u4fdd\u967a\u6599\u6539\u5b9a\u30fb\u4e8b\u52d9\u306e\u5909\u66f4\u30fb\u5f15\u53d7\u306e\u5236\u9650\u30fb\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u30fb\u305d\u306e\u4ed6\uff09\u3068\u3001\u4f55\u304c\u5909\u308f\u308b\u304b\u30922\u301c3\u6587\u3067 |\n| \u5f71\u97ff\u306e\u6761\u4ef6 | \u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u7279\u7d04\u3001\u9069\u7528\u306e\u65e5\u3001\u5bfe\u8c61\u306e\u5730\u57df\u30fb\u8077\u696d\u306a\u3069\u3092\u3001**\u304a\u77e5\u3089\u305b\u306e\u539f\u6587\u306e\u7b87\u6240\u4ed8\u304d\u3067** |\n| \u5f71\u97ff\u3059\u308b\u4ef6\u6570 | \u5951\u7d04\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u4ef6\u6570\u3092\u3001\u52df\u96c6\u4eba\u3054\u3068\u306b |\n| \u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848 | \u52df\u96c6\u4eba\u304c\u78ba\u304b\u3081\u308b\u3053\u3068\u3001\u5951\u7d04\u8005\u3078\u306e\u6848\u5185\u306e\u8981\u5426\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u3001\u7533\u8fbc\u306e\u898b\u76f4\u3057 |\n\n| \u9053\u5177 | \u4e2d\u8eab | \u547c\u3076\u5834\u9762 |\n|:--|:--|:--|\n| `lookup_product_code` | \u4fdd\u967a\u4f1a\u793e\u306e\u5546\u54c1\u540d\u30fb\u7279\u7d04\u540d\u304b\u3089\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5f15\u304f | \u5f71\u97ff\u306e\u6761\u4ef6\u306b\u5546\u54c1\u30fb\u7279\u7d04\u304c\u3042\u308b\u3068\u304d |\n| `count_policies` | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u7279\u7d04\u30fb\u59cb\u671f\u306e\u7bc4\u56f2\u30fb\u90fd\u9053\u5e9c\u770c\u3067\u5951\u7d04\u3092\u6570\u3048\u3001\u52df\u96c6\u4eba\u3054\u3068\u306b\u8fd4\u3059 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3059\u308b\u3068\u304d |\n| `find_pending_applications` | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u59cb\u671f\u306e\u4e88\u5b9a\u306e\u7bc4\u56f2\u3067\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u8fd4\u3059 | \u5f15\u53d7\u306e\u5236\u9650\u3001\u6539\u5b9a\u306e\u9069\u7528\u65e5\u304c\u3042\u308b\u3068\u304d |\n| `get_agents` | \u52df\u96c6\u4eba\u306e\u4e00\u89a7\u3068\u3001\u53d6\u6271\u3048\u308b\u5546\u54c1 | \u5168\u52df\u96c6\u4eba\u5411\u3051\u304b\u4e00\u90e8\u5411\u3051\u304b\u3092\u6c7a\u3081\u308b\u3068\u304d |\n| `get_past_notices` | \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u30fb\u540c\u3058\u7a2e\u985e\u306e\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u3068\u3001\u884c\u3063\u305f\u5bfe\u5fdc | \u3059\u3079\u3066\u306e\u304a\u77e5\u3089\u305b |\n\n**\u3069\u306e\u9053\u5177\u3092\u547c\u3076\u304b\u3092\u6c7a\u3081\u308b\u306e\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4ed5\u4e8b\u3067\u3059\u3002** \u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u306a\u3089 `get_agents` \u3060\u3051\u3067\u8db3\u308a\u3001\u5f15\u53d7\u306e\u5236\u9650\u306a\u3089 `find_pending_applications` \u3092\u5148\u306b\u3001\u4fdd\u967a\u6599\u306e\u6539\u5b9a\u306a\u3089 `lookup_product_code` \u304b\u3089 `count_policies` \u3078\u9032\u307f\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n| \u5f15\u53d7\u306e\u53ef\u5426\u306e\u5224\u65ad | \u4fdd\u967a\u4f1a\u793e\u304c\u6c7a\u3081\u308b\u3053\u3068\u3002\u4ee3\u7406\u5e97\u304c\u63a8\u3057\u91cf\u3089\u306a\u3044 |\n| \u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u540d\u306e\u63a8\u5b9a | \u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3067\u6570\u3048\u308b\u3068\u3001\u95a2\u4fc2\u306e\u7121\u3044\u5951\u7d04\u8005\u306b\u9023\u7d61\u304c\u884c\u304f |\n| \u5951\u7d04\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f | **\u9053\u5177\u306b\u66f8\u304d\u8fbc\u307f\u306e\u64cd\u4f5c\u3092\u6301\u305f\u305b\u306a\u3044** |\n| \u304a\u77e5\u3089\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u65e2\u5b58\u5951\u7d04\u306b\u3082\u9069\u7528\u300d\u306e\u3088\u3046\u306b\u5e83\u3052\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5bb6\u5ead\u7dcf\u5408\u4fdd\u967a\u300d\u3068\u300c\u5bb6\u5ead\u7dcf\u5408\u4fdd\u967a\uff082024\u5e74\u7248\uff09\u300d\u306e\u3088\u3046\u306b\u3001\u540d\u524d\u306e\u8fd1\u3044\u5546\u54c1\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002**\u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u3092\u3001\u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u3001\u4ef6\u6570\u306f\u305d\u308c\u3089\u3057\u304f\u51fa\u307e\u3059\u3002** \u9593\u9055\u3063\u3066\u3044\u3066\u3082\u3001\u4eba\u306e\u78ba\u8a8d\u3067\u306f\u6c17\u3065\u304d\u306b\u304f\u3044\u5f62\u3067\u3059\u3002","prompt_example":"AI Agent \u30ce\u30fc\u30c9\u306e System Message \u306b\u6b21\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4fdd\u967a\u4ee3\u7406\u5e97\u306e\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u304a\u77e5\u3089\u305b\u3092\u8aad\u307f\u3001\n\u81ea\u793e\u306e\u3069\u306e\u5951\u7d04\u30fb\u3069\u306e\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u30fb\u3069\u306e\u52df\u96c6\u4eba\u306b\u95a2\u4fc2\u3059\u308b\u304b\u3092\u8abf\u3079\u308b\u7acb\u5834\u3067\u3059\u3002\n\n\u3010\u304a\u77e5\u3089\u305b\u306e\u8aad\u307f\u65b9\u3011\n- \u7a2e\u985e\u3092\u3001\u5546\u54c1\u6539\u5b9a\u30fb\u4fdd\u967a\u6599\u6539\u5b9a\u30fb\u4e8b\u52d9\u306e\u5909\u66f4\u30fb\u5f15\u53d7\u306e\u5236\u9650\u30fb\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u30fb\u305d\u306e\u4ed6\n  \u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\n- \u5f71\u97ff\u306e\u6761\u4ef6\uff08\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u7279\u7d04\u3001\u9069\u7528\u306e\u65e5\u3001\u5bfe\u8c61\u306e\u5730\u57df\u30fb\u8077\u696d\u306a\u3069\uff09\u3092\u53d6\u308a\u51fa\u3057\u3001\n  \u305d\u308c\u305e\u308c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u304a\u77e5\u3089\u305b\u306e\u539f\u6587\u3092\u305d\u306e\u307e\u307e quote \u3068\u3057\u3066\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\n- \u304a\u77e5\u3089\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9069\u7528\u306e\u7bc4\u56f2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u3001scope_unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\n\n\u3010\u9053\u5177\u306e\u4f7f\u3044\u65b9\u3011\n- \u307e\u305a get_past_notices \u3067\u3001\u540c\u3058\u4fdd\u967a\u4f1a\u793e\u306e\u540c\u3058\u7a2e\u985e\u306e\u304a\u77e5\u3089\u305b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\n- \u5546\u54c1\u3084\u7279\u7d04\u304c\u6761\u4ef6\u306b\u3042\u308b\u3068\u304d\u306f\u3001lookup_product_code \u3067\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5f15\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u306f\u3001\u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  unmapped_products \u306b\u66f8\u304d\u3001\u305d\u306e\u5546\u54c1\u306b\u3064\u3044\u3066\u306f\u6570\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u9069\u7528\u306e\u65e5\u3084\u5f15\u53d7\u306e\u5236\u9650\u304c\u3042\u308b\u3068\u304d\u306f\u3001find_pending_applications \u3092\n  count_policies \u3088\u308a\u5148\u306b\u547c\u3093\u3067\u304f\u3060\u3055\u3044\n- \u540c\u3058\u9053\u5177\u3092\u540c\u3058\u6761\u4ef6\u30672\u56de\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u3010\u66f8\u304b\u306a\u3044\u3053\u3068\u3011\n- \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u3079\u304d\u304b\u3069\u3046\u304b\u3092\u3001\u7d50\u8ad6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6848\u5185\u306e\u8981\u5426\u3092\u691c\u8a0e\u3059\u308b\u300d\u306e\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\n- \u5f15\u53d7\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u4ef6\u6570\u306f\u9053\u5177\u304c\u8fd4\u3057\u305f\u5024\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u5b9a\u3057\u305f\u4ef6\u6570\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u3010\u304a\u77e5\u3089\u305b\u3011\n\u4fdd\u967a\u4f1a\u793e\uff1a{insurer} \uff0f \u63b2\u8f09\u65e5\uff1a{posted_on} \uff0f \u4ef6\u540d\uff1a{subject}\n\u672c\u6587\uff1a{notice_text}\n\u3010\u5951\u7d04\u306e\u4e00\u89a7\u306e\u6642\u70b9\u3011{snapshot_at}\n```\n\n**\u300c\u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u3092\u7f6e\u304d\u63db\u3048\u306a\u3044\u300d\u3068\u300c\u305d\u306e\u5546\u54c1\u306f\u6570\u3048\u306a\u3044\u300d\u3092\u4e21\u65b9\u66f8\u304f\u306e\u306f\u3001\u7247\u65b9\u3060\u3051\u3060\u3068\u629c\u3051\u9053\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u7f6e\u304d\u63db\u3048\u3092\u7981\u3058\u3066\u3082\u3001**\u300c\u304a\u305d\u3089\u304f\u3053\u306e\u5546\u54c1\u306e\u3053\u3068\u3068\u601d\u308f\u308c\u308b\u305f\u3081\u300d\u3068\u66f8\u3044\u3066\u6570\u3048\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6570\u3048\u308b\u3053\u3068\u307e\u3067\u7981\u3058\u3066\u3001\u521d\u3081\u3066\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**\u300c\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u5148\u306b\u5f15\u304f\u300d\u306f\u3001\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** Tools Agent \u306e\u547c\u3073\u51fa\u3057\u306b\u306f\u4e0a\u9650\uff08Max Iterations\u3001\u65e2\u5b9a\u306f10\uff09\u304c\u3042\u308a\u3001**\u4e0a\u9650\u3067\u6b62\u307e\u3063\u3066\u3082\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u691c\u7d22\u304c\u6e08\u3093\u3067\u3044\u308c\u3070\u3001\u53d6\u308a\u3053\u307c\u3057\u306e\u75db\u624b\u304c\u5c0f\u3055\u304f\u6e08\u307f\u307e\u3059\u3002**","output_data":"**Tools Agent \u306e\u300cRequire Specific Output Format\u300d\u3092\u6709\u52b9\u306b\u3057\u3001Structured Output Parser \u3092\u3064\u306a\u304e\u307e\u3059\u3002** \u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"notice_id\": \"\",\n  \"insurer\": \"\",\n  \"notice_type\": \"product_revision | premium_revision | procedure_change | underwriting_restriction | system_outage | other\",\n  \"summary\": \"\",\n  \"conditions\": [\n    { \"field\": \"product | rider | effective_date | region | occupation | other\", \"value\": \"\", \"quote\": \"\" }\n  ],\n  \"scope_unclear\": false,\n  \"unmapped_products\": [],\n  \"impact\": {\n    \"all_agents\": false,\n    \"policies_by_agent\": [ { \"agent_id\": \"\", \"count\": 0 } ],\n    \"pending_by_agent\": [ { \"agent_id\": \"\", \"application_ids\": [] } ]\n  },\n  \"deadline\": \"\",\n  \"actions\": [ \"\" ],\n  \"tools_called\": [ \"\" ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`quote` \u3067\u6761\u4ef6\u306e\u8aad\u307f\u9055\u3044\u3092\u4eba\u304c\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u306f\u3001\u6761\u4ef6\u3054\u3068\u306b\u539f\u6587\u306e\u7b87\u6240\u3092\u898b\u3066\u3001**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8aad\u307f\u53d6\u308a\u304c\u539f\u6587\u3069\u304a\u308a\u304b\u3092\u77ed\u3044\u6642\u9593\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002** \u539f\u6587\u306e\u5168\u4f53\u3092\u8aad\u307f\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`unmapped_products` \u3068 `scope_unclear` \u3067\u3001\u5206\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u4e00\u89a7\u306b\u51fa\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u6570\u304c0\u4ef6\u306e\u3068\u304d\u3001**\u672c\u5f53\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u304c\u7121\u3044\u306e\u304b\u3001\u8f9e\u66f8\u306b\u7121\u304f\u3066\u6570\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u306e\u304b**\u3092\u533a\u5225\u3067\u304d\u307e\u3059\u30020\u4ef6\u306e\u304a\u77e5\u3089\u305b\u3092\u8aad\u307f\u98db\u3070\u3059\u524d\u306b\u3001\u3053\u306e2\u3064\u3092\u898b\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u4ef6\u6570\u3092\u9053\u5177\u306e\u8fd4\u3057\u305f\u5024\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u3001`policies_by_agent` \u306e\u5408\u8a08\u304c `count_policies` \u306e\u623b\u308a\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6570\u5b57\u3092\u66f8\u304d\u63db\u3048\u305f\u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3001\u305d\u306e\u884c\u306f\u5dee\u3057\u623b\u3057\u307e\u3059\u3002** \u9014\u4e2d\u306e\u624b\u9806\u306f Tools Agent \u306e Return Intermediate Steps \u3092\u6709\u52b9\u306b\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\nStructured Output Parser \u306b\u306f\u6ce8\u610f\u304c\u3042\u308a\u307e\u3059\u3002**JSON \u30b9\u30ad\u30fc\u30de\u3067 `$ref` \u306b\u3088\u308b\u53c2\u7167\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044**\u3068\u3055\u308c\u3001\u4f8b\u304b\u3089\u4f5c\u308b\u65b9\u5f0f\u3067\u306f**\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002** \u4e0a\u306eJSON\u306f\u53c2\u7167\u3092\u4f7f\u308f\u306a\u3044\u5f62\u306b\u3057\u3066\u3042\u308a\u307e\u3059\u3002\n\n| \u4e00\u89a7\u306e\u512a\u5148\u5ea6 | \u4ed8\u3051\u308b\u6761\u4ef6\uff08\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u898f\u5247\uff09 |\n|:--|:--|\n| \u81f3\u6025 | \u5f15\u53d7\u306e\u5236\u9650\u30fb\u6539\u5b9a\u3067\u3001\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u304c1\u4ef6\u4ee5\u4e0a\u3042\u308b |\n| \u9ad8 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3057\u3001\u671f\u9650\u304c10\u65e5\u4ee5\u5185 |\n| \u901a\u5e38 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3057\u3001\u671f\u9650\u304c10\u65e5\u3088\u308a\u5148\u3002\u307e\u305f\u306f\u5168\u52df\u96c6\u4eba\u3078\u306e\u5468\u77e5\u3060\u3051\u306e\u3082\u306e |\n| \u8981\u78ba\u8a8d | `scope_unclear` \u304c true\u3001\u307e\u305f\u306f `unmapped_products` \u304c\u3042\u308b |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Gmail\uff08\u4ee3\u7406\u5e97\u306e\u767b\u9332\u30a2\u30c9\u30ec\u30b9\uff09 | Gmail Trigger\uff08\u30e9\u30d9\u30eb\u30fb\u672a\u8aad\u3067\u7d5e\u308b\uff09 | \u901a\u77e5\u30e1\u30fc\u30eb\u3068\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u9001\u3063\u305fPDF |\n| \u304a\u77e5\u3089\u305b\u306ePDF | Extract From File\uff08Extract From PDF\uff09 | \u6587\u5b57\u306e\u53d6\u308a\u51fa\u3057 |\n| \u5951\u7d04\u306e\u4e00\u89a7\u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | PostgreSQL \u306e\u30ce\u30fc\u30c9\uff08\u9053\u5177\u3002\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u4ef6\u6570\u3068\u62c5\u5f53\u306e\u52df\u96c6\u4eba |\n| \u5546\u54c1\u306e\u8f9e\u66f8\u30fb\u52df\u96c6\u4eba\u30fb\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a\uff08\u9053\u5177\uff09 | \u6761\u4ef6\u306e\u7f6e\u304d\u63db\u3048\u3001\u4f1d\u3048\u308b\u76f8\u624b\u3001\u524d\u4f8b |\n| \u53d7\u4ed8\u306e\u53f0\u5e33\u30fb\u5bfe\u5fdc\u306e\u4e00\u89a7 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u304a\u77e5\u3089\u305b\u3054\u3068\u306e\u884c\u3068\u3001\u512a\u5148\u5ea6\u30fb\u671f\u9650 |\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u901a\u77e5 | \u6bce\u671d\u306e\u4e00\u89a7\u3068\u3001\u81f3\u6025\u306e\u5373\u6642\u901a\u77e5\u3001\u671f\u9650\u524d\u306e\u672a\u5bfe\u5fdc\u306e\u901a\u77e5 |\n\n**\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u63a5\u7d9a\u306b\u4f7f\u3046\u5229\u7528\u8005\u306f\u8aad\u307f\u53d6\u308a\u306e\u6a29\u9650\u3060\u3051\u306b\u3057\u3001**\u9053\u5177\u306b Insert \u3084 Update \u3092\u3064\u306a\u304c\u306a\u3044**\u3053\u3068\u3067\u5b88\u308a\u307e\u3059\u3002\u6307\u793a\u3067\u7981\u3058\u308b\u3088\u308a\u78ba\u5b9f\u3067\u3059\u3002\n\n**\u52df\u96c6\u4eba\u3078\u306e\u9023\u7d61\u3082\u3001\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u884c\u3060\u3051\u3092\u3001\u62c5\u5f53\u8005\u304c\u52df\u96c6\u4eba\u306b\u9001\u308a\u307e\u3059\u3002**\u6761\u4ef6\u306e\u8aad\u307f\u9055\u3044\u306e\u307e\u307e\u5168\u54e1\u306b\u9001\u308b\u3068\u3001\u53d6\u308a\u6d88\u3057\u306e\u9023\u7d61\u3092\u3082\u3046\u4e00\u5ea6\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u6b21\u304b\u3089\u304a\u77e5\u3089\u305b\u304c\u8aad\u307e\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u6bce\u671d\u306e\u4e00\u89a7\u3067\u3059\u3002**\n\n1. **\u300c\u81f3\u6025\u300d\u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u3042\u308b\u5f15\u53d7\u306e\u5236\u9650\u3068\u6539\u5b9a\u3002**\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u306b\u3001\u305d\u306e\u65e5\u306e\u5348\u524d\u306e\u3046\u3061\u306b\u4f1d\u3048\u307e\u3059**\n2. **\u300c\u8981\u78ba\u8a8d\u300d\u3092\u898b\u308b** \u2026 `unmapped_products` \u306f\u8f9e\u66f8\u306b\u8db3\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u307e\u3059\u3002`scope_unclear` \u306f\u4fdd\u967a\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n3. **\u6761\u4ef6\u3068\u539f\u6587\u3092\u898b\u6bd4\u3079\u308b** \u2026 `quote` \u3092\u8aad\u307f\u3001\u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u304c\u539f\u6587\u3069\u304a\u308a\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u9069\u7528\u306e\u65e5\u3068\u5bfe\u8c61\u306e\u7bc4\u56f2\u306f\u5fc5\u305a\u898b\u307e\u3059**\n4. **\u52df\u96c6\u4eba\u3078\u4f1d\u3048\u308b** \u2026 \u4ef6\u6570\u3068\u5bfe\u8c61\u306e\u8a3c\u5238\u756a\u53f7\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3054\u3068\u306b\u9001\u308a\u307e\u3059\n5. **\u6848\u5185\u306e\u8981\u5426\u3092\u6c7a\u3081\u308b** \u2026 \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u3067\u6c7a\u3081\u307e\u3059\u3002**\u6848\u5185\u306e\u6587\u9762\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u304c\u7528\u610f\u3057\u305f\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059**\n6. **\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u8a18\u9332\u3059\u308b** \u2026 \u52df\u96c6\u4eba\u304c\u4f55\u3092\u3057\u305f\u304b\u3092\u5bfe\u5fdc\u306e\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u6b21\u306e `get_past_notices` \u306e\u4e2d\u8eab\u306b\u306a\u308a\u307e\u3059\n\n**3\u756a\u76ee\u306e\u9069\u7528\u306e\u65e5\u306f\u3001\u3044\u3061\u3070\u3093\u8aad\u307f\u9055\u3044\u306e\u8d77\u304d\u3084\u3059\u3044\u9805\u76ee\u3067\u3059\u3002** \u300c\u59cb\u671f\u304c11\u67081\u65e5\u4ee5\u964d\u306e\u5951\u7d04\u300d\u3068\u300c11\u67081\u65e5\u4ee5\u964d\u306b\u7533\u8fbc\u3092\u53d7\u3051\u305f\u5951\u7d04\u300d\u3067\u306f\u3001\u5bfe\u8c61\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002**\u539f\u6587\u306e\u8a00\u3044\u56de\u3057\u3092\u305d\u306e\u307e\u307e\u898b\u308b\u3053\u3068\u304c\u3001\u78ba\u8a8d\u306e\u4e2d\u5fc3\u3067\u3059\u3002**\n\n**6\u756a\u76ee\u3092\u7d9a\u3051\u308b\u3068\u3001\u524d\u56de\u306e\u5bfe\u5fdc\u306e\u624b\u9806\u3092\u6848\u3068\u3057\u3066\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| PDF\u304c\u753b\u50cf\u3060\u3051\u3067\u6587\u5b57\u304c\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u300c\u6587\u5b57\u306a\u3057\u300d\u3068\u3057\u3066\u4eba\u3078\u3002**\u62c5\u5f53\u8005\u304c\u672c\u6587\u3092\u8aad\u3093\u3067\u8981\u65e8\u3092\u53f0\u5e33\u306b\u66f8\u304f** |\n| \u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u540d\u304c\u51fa\u305f | `unmapped_products` \u306b\u51fa\u3057\u3001\u305d\u306e\u5546\u54c1\u306f\u6570\u3048\u306a\u3044\u3002\u8f9e\u66f8\u306b\u8db3\u3057\u3066\u304b\u3089\u5f15\u304d\u76f4\u3059 |\n| \u9069\u7528\u306e\u7bc4\u56f2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `scope_unclear` \u3092\u7acb\u3066\u3001\u4fdd\u967a\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b |\n| \u8a02\u6b63\u7248\u304c\u5c4a\u3044\u305f | \u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u884c\u306b\u300c\u8a02\u6b63\u3042\u308a\u300d\u3092\u51fa\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u308b |\n| \u5951\u7d04\u306e\u4e00\u89a7\u306e\u8aad\u307f\u8fbc\u307f\u304c\u524d\u306e\u6669\u306b\u5931\u6557\u3057\u305f | \u4e00\u89a7\u306e\u6642\u70b9\u304c\u53e4\u3044\u3053\u3068\u3092\u3001\u6bce\u671d\u306e\u901a\u77e5\u306e\u5148\u982d\u306b\u51fa\u3059 |\n| \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4e0a\u9650\u306e\u56de\u6570\u306b\u9054\u3057\u305f | \u300c\u9014\u4e2d\u3067\u505c\u6b62\u300d\u3068\u3057\u3066\u4eba\u3078\u3002**\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u691c\u7d22\u304c\u6e08\u3093\u3067\u3044\u308b\u304b\u3092\u793a\u3059** |\n| \u4ef6\u6570\u306e\u5408\u8a08\u304c\u9053\u5177\u306e\u623b\u308a\u5024\u3068\u5408\u308f\u306a\u3044 | \u305d\u306e\u884c\u3092\u5dee\u3057\u623b\u3057\u3001\u4eba\u304c\u4ef6\u6570\u3092\u78ba\u304b\u3081\u308b |\n| \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u7121\u3044\u4fdd\u967a\u4f1a\u793e\u306ePDF\u304c\u5c4a\u304b\u306a\u3044 | \u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u306e\u9001\u4ed8\u304c\u7121\u3044\u65e5\u306f\u3001\u6bce\u671d\u306e\u901a\u77e5\u3067\u77e5\u3089\u305b\u308b |\n\n**5\u884c\u76ee\u306f\u3001\u6c17\u3065\u304b\u308c\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002** \u524d\u306e\u6669\u306e\u8aad\u307f\u8fbc\u307f\u304c\u5931\u6557\u3059\u308b\u3068\u3001**\u524d\u3005\u65e5\u306e\u6642\u70b9\u306e\u4e00\u89a7\u3067\u3001\u305d\u308c\u3089\u3057\u3044\u4ef6\u6570\u304c\u51fa\u307e\u3059\u3002** \u6642\u70b9\u306e\u8868\u793a\u304c\u7121\u3044\u3068\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002","log_storage":"- \u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u3068PDF\u306e\u539f\u672c\u3001\u53d6\u308a\u51fa\u3057\u305f\u6587\u5b57\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5165\u529b\u3001**\u547c\u3093\u3060\u9053\u5177\u3068\u305d\u306e\u7d50\u679c\uff08Return Intermediate Steps \u3067\u53d6\u5f97\uff09**\u3001\u51fa\u529b\u306eJSON\n- \u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5951\u7d04\u306e\u4e00\u89a7\u306e\u6642\u70b9\u3068\u3001\u5546\u54c1\u306e\u8f9e\u66f8\u306e\u7248\n- \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u6761\u4ef6\u3068\u4ef6\u6570\u3001**\u76f4\u3059\u524d\u306e\u5024**\n- \u52df\u96c6\u4eba\u3078\u4f1d\u3048\u305f\u65e5\u6642\u3068\u3001\u52df\u96c6\u4eba\u304c\u884c\u3063\u305f\u5bfe\u5fdc\n- \u5951\u7d04\u8005\u3078\u6848\u5185\u3057\u305f\u304b\u3069\u3046\u304b\u3068\u3001\u305d\u306e\u5224\u65ad\u3092\u3057\u305f\u4eba\n\n**3\u3064\u76ee\u306e\u300c\u4e00\u89a7\u306e\u6642\u70b9\u3068\u8f9e\u66f8\u306e\u7248\u300d\u306f\u3001\u5f8c\u304b\u3089\u4ef6\u6570\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u6b8b\u3057\u307e\u3059\u3002** \u300c\u306a\u305c\u3053\u306e\u5951\u7d04\u8005\u306b\u9023\u7d61\u304c\u6765\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306e\u4e00\u89a7\u306b\u5951\u7d04\u304c\u8f09\u3063\u3066\u3044\u305f\u304b\u3001\u8f9e\u66f8\u306b\u5546\u54c1\u304c\u3042\u3063\u305f\u304b**\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u3069\u306e\u304a\u77e5\u3089\u305b\u3092\u3001\u3044\u3064\u3001\u8ab0\u306b\u4f1d\u3048\u3001\u3069\u3046\u5bfe\u5fdc\u3057\u305f\u304b\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u6b8b\u3057\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":150,"assumption_workdays":20,"volume_month":150,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":50,"after_hours_month":15,"saved_hours_month":35,"reduction_rate":70,"saved_hours_year":420,"annual_cost_effect":1470000,"summary":"\u53d6\u6271\u3046\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u304a\u77e5\u3089\u305b\u3092\u6bce\u65e5\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8aad\u307f\u3001\u3069\u306e\u5951\u7d04\u8005\u30fb\u3069\u306e\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u30fb\u3069\u306e\u52df\u96c6\u4eba\u306b\u95a2\u4fc2\u3059\u308b\u304b\u3092\u5951\u7d04\u306e\u4e00\u89a7\u304b\u3089\u62fe\u3044\u307e\u3059\u3002\u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848\u3092\u4ed8\u3051\u305f\u4e00\u89a7\u306b\u3057\u3001\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u306b\u6e21\u3057\u307e\u3059\u3002","before_flow":"1. \u6bce\u671d\u3001\u5404\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u3068PDF\u3092\u8aad\u3080\n2. \u304a\u77e5\u3089\u305b\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b\uff08\u5546\u54c1\u6539\u5b9a\u3001\u4e8b\u52d9\u306e\u5909\u66f4\u3001\u5f15\u53d7\u306e\u5236\u9650\u3001\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u306a\u3069\uff09\n3. \u4e00\u90e8\u306e\u5951\u7d04\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u306f\u3001\u5bfe\u8c61\u306e\u5546\u54c1\u30fb\u7279\u7d04\u30fb\u9069\u7528\u306e\u65e5\u3092\u8aad\u307f\u53d6\u308b\n4. \u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u3001\u305d\u306e\u6761\u4ef6\u306e\u5951\u7d04\u3092\u691c\u7d22\u3059\u308b\u3002\u7533\u8fbc\u306e\u9032\u6357\u306e\u7ba1\u7406\u8868\u3067\u3082\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u63a2\u3059\n5. \u8a72\u5f53\u3057\u305f\u5951\u7d04\u3068\u6848\u4ef6\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\n6. \u52df\u96c6\u4eba\u3078\u30e1\u30fc\u30eb\u3084\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u3067\u4f1d\u3048\u3001\u5fc5\u8981\u306a\u5bfe\u5fdc\uff08\u5951\u7d04\u8005\u3078\u306e\u6848\u5185\u3001\u7533\u8fbc\u306e\u898b\u76f4\u3057\uff09\u3092\u983c\u3080\n7. \u5bfe\u5fdc\u306e\u671f\u9650\u3092\u7ba1\u7406\u8868\u306b\u66f8\u304d\u3001\u671f\u9650\u304c\u8fd1\u3065\u3044\u305f\u3089\u78ba\u8a8d\u3059\u308b\n\n**\uff08a\uff09\u8aad\u307f\u5207\u308c\u306a\u3044\u3002** 7\u793e\u304b\u3089\u6bce\u65e5\u5c4a\u304f\u304a\u77e5\u3089\u305b\u306e\u3059\u3079\u3066\u306b\u76ee\u3092\u901a\u3059\u3068\u3001\u305d\u308c\u3060\u3051\u3067\u671d\u306e1\u6642\u9593\u304c\u7d42\u308f\u308a\u307e\u3059\u3002**\u5fd9\u3057\u3044\u65e5\u306f\u4ef6\u540d\u3060\u3051\u3092\u898b\u3066\u3001\u81ea\u793e\u306b\u95a2\u4fc2\u306a\u3055\u305d\u3046\u306a\u3082\u306e\u3092\u8aad\u307f\u98db\u3070\u3057\u307e\u3059\u3002** \u8aad\u307f\u98db\u3070\u3057\u305f\u3082\u306e\u306e\u4e2d\u306b\u3001\u95a2\u4fc2\u3059\u308b\u3082\u306e\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u691c\u7d22\u306e\u6761\u4ef6\u3065\u304f\u308a\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u304a\u77e5\u3089\u305b\u306b\u306f\u300c\u3007\u3007\u4fdd\u967a\u306e\u3046\u3061\u3001\u25b3\u25b3\u7279\u7d04\u3092\u4ed8\u5e2f\u3057\u305f\u5951\u7d04\u3067\u3001\u4fdd\u967a\u59cb\u671f\u304c2026\u5e7411\u67081\u65e5\u4ee5\u964d\u306e\u3082\u306e\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u308c\u3092\u9867\u5ba2\u7ba1\u7406\u306e\u691c\u7d22\u6761\u4ef6\u306b\u7f6e\u304d\u63db\u3048\u308b\u306e\u306f\u3001\u5546\u54c1\u306e\u540d\u524d\u3068\u793e\u5185\u306e\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc\u3092\u77e5\u3063\u3066\u3044\u308b\u62c5\u5f53\u8005\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u304c\u6f0f\u308c\u308b\u3002** \u9867\u5ba2\u7ba1\u7406\u3092\u691c\u7d22\u3057\u3066\u3082\u3001\u307e\u3060\u5951\u7d04\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002**\u7533\u8fbc\u306e\u9032\u6357\u306e\u7ba1\u7406\u8868\u3092\u5225\u306b\u898b\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u3053\u3053\u3092\u5fd8\u308c\u308b\u3068\u3001\u5f15\u53d7\u306e\u5236\u9650\u306b\u639b\u304b\u308b\u7533\u8fbc\u3092\u305d\u306e\u307e\u307e\u9032\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u671f\u9650\u304c\u7ba1\u7406\u8868\u306e\u4e2d\u306b\u57cb\u3082\u308c\u308b\u3002** \u671f\u9650\u306f\u304a\u77e5\u3089\u305b\u3054\u3068\u306b\u9055\u3044\u3001**\u7ba1\u7406\u8868\u306b\u66f8\u3044\u3066\u3082\u3001\u898b\u306b\u884c\u304b\u306a\u3051\u308c\u3070\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**","before_flow_steps":["\u6bce\u671d\u3001\u5404\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u3068PDF\u3092\u8aad\u3080","\u304a\u77e5\u3089\u305b\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b\uff08\u5546\u54c1\u6539\u5b9a\u3001\u4e8b\u52d9\u306e\u5909\u66f4\u3001\u5f15\u53d7\u306e\u5236\u9650\u3001\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u306a\u3069\uff09","\u4e00\u90e8\u306e\u5951\u7d04\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u306f\u3001\u5bfe\u8c61\u306e\u5546\u54c1\u30fb\u7279\u7d04\u30fb\u9069\u7528\u306e\u65e5\u3092\u8aad\u307f\u53d6\u308b","\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u3001\u305d\u306e\u6761\u4ef6\u306e\u5951\u7d04\u3092\u691c\u7d22\u3059\u308b\u3002\u7533\u8fbc\u306e\u9032\u6357\u306e\u7ba1\u7406\u8868\u3067\u3082\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u63a2\u3059","\u8a72\u5f53\u3057\u305f\u5951\u7d04\u3068\u6848\u4ef6\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059","\u52df\u96c6\u4eba\u3078\u30e1\u30fc\u30eb\u3084\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u3067\u4f1d\u3048\u3001\u5fc5\u8981\u306a\u5bfe\u5fdc\uff08\u5951\u7d04\u8005\u3078\u306e\u6848\u5185\u3001\u7533\u8fbc\u306e\u898b\u76f4\u3057\uff09\u3092\u983c\u3080","\u5bfe\u5fdc\u306e\u671f\u9650\u3092\u7ba1\u7406\u8868\u306b\u66f8\u304d\u3001\u671f\u9650\u304c\u8fd1\u3065\u3044\u305f\u3089\u78ba\u8a8d\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u4fdd\u967a\u4f1a\u793e\u304b\u3089\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u3068\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u672c\u6587\u3068\u6dfb\u4ed8\u306ePDF\u3092\u53d6\u308a\u8fbc\u3080\n2. **\u3010\u4eba\u3011** \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u7121\u3044\u4fdd\u967a\u4f1a\u793e\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u6bce\u671d\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u304b\u3089PDF\u3092\u6240\u5b9a\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u9001\u308b\n3. **\u3010\u81ea\u52d5\u3011** PDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u3001\u4fdd\u967a\u4f1a\u793e\u30fb\u63b2\u8f09\u65e5\u30fb\u4ef6\u540d\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u306e\u53f0\u5e33\u306b1\u884c\u8db3\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u304a\u77e5\u3089\u305b1\u4ef6\u3054\u3068\u306b\u7a2e\u985e\u3068\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u9053\u5177\u3092\u9078\u3073\u3001\u5951\u7d04\u306e\u4e00\u89a7\u3001\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3001\u52df\u96c6\u4eba\u306e\u4e00\u89a7\u3001\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u3092\u5f15\u304f\n6. **\u3010\u81ea\u52d5\u3011** \u5f71\u97ff\u3059\u308b\u5951\u7d04\u30fb\u6848\u4ef6\u306e\u4ef6\u6570\u3092\u52df\u96c6\u4eba\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848\u3092\u4ed8\u3051\u3066\u3001\u6c7a\u307e\u3063\u305f\u5f62\u306eJSON\u3067\u8fd4\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d8\u664230\u5206\u306b\u3001\u524d\u65e5\u304b\u3089\u306e\u304a\u77e5\u3089\u305b\u306e\u4e00\u89a7\u3092\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u3078\u901a\u77e5\u3059\u308b\u3002**\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u3092\u5148\u982d\u306b\u51fa\u3059**\n8. **\u3010\u4eba\u3011** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u3068\u4ef6\u6570\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3078\u4f1d\u3048\u308b\u3002\u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u3067\u6c7a\u3081\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u671f\u9650\u306e3\u55b6\u696d\u65e5\u524d\u306b\u3001\u5bfe\u5fdc\u304c\u6e08\u3093\u3067\u3044\u306a\u3044\u52df\u96c6\u4eba\u3092\u4e00\u89a7\u306b\u3057\u3066\u901a\u77e5\u3059\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62fe\u3063\u305f\u4ef6\u6570\u3092\u305d\u306e\u307e\u307e\u56de\u3055\u305a\u3001**\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u304a\u77e5\u3089\u305b\u306e\u539f\u6587\u3068\u898b\u6bd4\u3079\u3066\u304b\u3089\u56de\u3057\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3092\u4eba\u306e\u4f5c\u696d\u3068\u3057\u3066\u6b8b\u3059\u306e\u306f\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u306e**\u753b\u9762\u306e\u81ea\u52d5\u64cd\u4f5c\u3084\u30ed\u30b0\u30a4\u30f3\u306e\u81ea\u52d5\u5316\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u4fdd\u967a\u4f1a\u793e\u304b\u3089\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u3068\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u672c\u6587\u3068\u6dfb\u4ed8\u306ePDF\u3092\u53d6\u308a\u8fbc\u3080","**\u3010\u4eba\u3011** \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u7121\u3044\u4fdd\u967a\u4f1a\u793e\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u6bce\u671d\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u304b\u3089PDF\u3092\u6240\u5b9a\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u9001\u308b","**\u3010\u81ea\u52d5\u3011** PDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u3001\u4fdd\u967a\u4f1a\u793e\u30fb\u63b2\u8f09\u65e5\u30fb\u4ef6\u540d\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u306e\u53f0\u5e33\u306b1\u884c\u8db3\u3059","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u304a\u77e5\u3089\u305b1\u4ef6\u3054\u3068\u306b\u7a2e\u985e\u3068\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u9053\u5177\u3092\u9078\u3073\u3001\u5951\u7d04\u306e\u4e00\u89a7\u3001\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3001\u52df\u96c6\u4eba\u306e\u4e00\u89a7\u3001\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u5f71\u97ff\u3059\u308b\u5951\u7d04\u30fb\u6848\u4ef6\u306e\u4ef6\u6570\u3092\u52df\u96c6\u4eba\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848\u3092\u4ed8\u3051\u3066\u3001\u6c7a\u307e\u3063\u305f\u5f62\u306eJSON\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u6bce\u671d8\u664230\u5206\u306b\u3001\u524d\u65e5\u304b\u3089\u306e\u304a\u77e5\u3089\u305b\u306e\u4e00\u89a7\u3092\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u3078\u901a\u77e5\u3059\u308b\u3002**\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u3092\u5148\u982d\u306b\u51fa\u3059**","**\u3010\u4eba\u3011** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u3068\u4ef6\u6570\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3078\u4f1d\u3048\u308b\u3002\u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u671f\u9650\u306e3\u55b6\u696d\u65e5\u524d\u306b\u3001\u5bfe\u5fdc\u304c\u6e08\u3093\u3067\u3044\u306a\u3044\u52df\u96c6\u4eba\u3092\u4e00\u89a7\u306b\u3057\u3066\u901a\u77e5\u3059\u308b"],"architecture":"```\n\u5404\u4fdd\u967a\u4f1a\u793e\u306e\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\n   \u251c\u2500 \u304a\u77e5\u3089\u305b\u63b2\u8f09\u306e\u901a\u77e5\u30e1\u30fc\u30eb\uff08\u672c\u6587\u30fbPDF\u6dfb\u4ed8\uff09\n   \u2514\u2500 \u3010\u4eba\u3011\u901a\u77e5\u306e\u7121\u3044\u4f1a\u793e\u306fPDF\u3092\u6240\u5b9a\u306e\u30a2\u30c9\u30ec\u30b9\u3078\u9001\u308b\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011n8n \u306e Gmail Trigger\uff08\u30e9\u30d9\u30eb\u300c\u4fdd\u967a\u4f1a\u793e\u304a\u77e5\u3089\u305b\u300d\uff09\nn8n \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\n   \u251c\u2500\u2500\u25b6 Extract From File\uff08Extract From PDF\uff09\u3067\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059\n   \u251c\u2500\u2500\u25b6 \u53d7\u4ed8\u306e\u53f0\u5e33\u30781\u884c\uff08\u4fdd\u967a\u4f1a\u793e\u30fb\u63b2\u8f09\u65e5\u30fb\u4ef6\u540d\uff09\n   \u25bc\nAI Agent \u30ce\u30fc\u30c9\uff08Tools Agent\uff09\uff0b Claude\n   \u2502  \u304a\u77e5\u3089\u305b1\u4ef6\u3054\u3068\u306b\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3001\u9053\u5177\u3092\u9078\u3093\u3067\u5f15\u304f\n   \u2502   \u30fb\u5546\u54c1\u306e\u8f9e\u66f8\u3092\u5f15\u304f        \u30fb\u5951\u7d04\u306e\u4e00\u89a7\u3092\u5f15\u304f\uff08Postgres\uff09\n   \u2502   \u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u5f15\u304f       \u30fb\u52df\u96c6\u4eba\u306e\u4e00\u89a7\u3092\u5f15\u304f\n   \u2502   \u30fb\u904e\u53bb\u306e\u540c\u3058\u7a2e\u985e\u306e\u304a\u77e5\u3089\u305b\u3068\u5bfe\u5fdc\u3092\u5f15\u304f\n   \u2502  Structured Output Parser \u3067\u6c7a\u307e\u3063\u305f\u5f62\u306eJSON\u3092\u8fd4\u3059\n   \u25bc\n\u5bfe\u5fdc\u306e\u4e00\u89a7\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Schedule Trigger\uff08\u6bce\u671d8\u664230\u5206\u3001Asia\/Tokyo\uff09\n\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u3078\u306e\u901a\u77e5 \u2192 \u3010\u4eba\u3011\u78ba\u8a8d\u3057\u3066\u52df\u96c6\u4eba\u3078\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 API\uff08n8n \u306e Anthropic Chat Model \u30ce\u30fc\u30c9\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | PostgreSQL\uff08\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u5199\u3057\uff09 | MySQL |\n| \u4fdd\u7ba1 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08\u53d7\u4ed8\u306e\u53f0\u5e33\u3068\u5bfe\u5fdc\u306e\u4e00\u89a7\uff09 | SharePoint \u30ea\u30b9\u30c8 |\n| \u901a\u77e5 | \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u30e1\u30fc\u30eb |\n\n**\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u305d\u306e\u3082\u306e\u306b\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u6bce\u6669\u66f8\u304d\u51fa\u3057\u3066\u3044\u308b\u5951\u7d04\u306e\u4e00\u89a7\u306eCSV\u3092\u3001**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f15\u304f\u305f\u3081\u306e PostgreSQL \u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002** \u5199\u3057\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u691c\u7d22\u304c\u672c\u756a\u306e\u9867\u5ba2\u7ba1\u7406\u306b\u8ca0\u8377\u3092\u304b\u3051\u308b\u3053\u3068\u3082\u3001\u8aa4\u3063\u3066\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002\n\n**n8n \u3092\u9078\u3076\u7406\u7531\u306f\u3001\u9053\u5177\u3092\u9078\u3070\u305b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e2d\u306b\u7d44\u3081\u308b\u3053\u3068\u3067\u3059\u3002** AI Agent \u30ce\u30fc\u30c9\u306f\u3001\u3064\u306a\u3044\u3060\u9053\u5177\u306e\u4e2d\u304b\u3089\u4f55\u3092\u547c\u3076\u304b\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6c7a\u3081\u308b\u4f5c\u308a\u3067\u3001**\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u9053\u5177\u3092\u3064\u306a\u3050\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u304a\u77e5\u3089\u305b\u306e\u7a2e\u985e\u3054\u3068\u306e\u5206\u304b\u308c\u65b9\u3092\u56fa\u5b9a\u306e\u5206\u5c90\u3067\u66f8\u304f\u3068\u3001\u7a2e\u985e\u306e\u6570\u3060\u3051\u679d\u304c\u5897\u3048\u307e\u3059\u3002**\n\n**PostgreSQL \u306e\u30ce\u30fc\u30c9\u306f\u3001AI\u306e\u9053\u5177\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9053\u5177\u3068\u3057\u3066\u4f7f\u3046\u3068\u304d\u3001**\u591a\u304f\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u81ea\u52d5\u3067\u3001\u307e\u305f\u306fAI\u306e\u6307\u793a\u3057\u305f\u60c5\u5831\u3067\u8a2d\u5b9a\u3067\u304d\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u64cd\u4f5c\u306f Delete\u3001Execute Query\u3001Insert\u3001Insert or Update\u3001Select\u3001Update \u306e6\u3064\u3067\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f Select \u3068\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u4ed8\u304d\u306e Execute Query \u3060\u3051\u3092\u4f7f\u3044\u3001\u66f8\u304d\u8fbc\u307f\u306e\u64cd\u4f5c\u306f\u9053\u5177\u306b\u3057\u307e\u305b\u3093\u3002**\n\n**PDF\u306e\u6587\u5b57\u306f\u3001Extract From File \u30ce\u30fc\u30c9\u3067\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u3053\u306e\u30ce\u30fc\u30c9\u306b\u306f Extract From PDF \u306e\u307b\u304b\u3001CSV\u3001HTML\u3001XLSX \u306a\u3069\u304b\u3089\u53d6\u308a\u51fa\u3059\u64cd\u4f5c\u304c\u3042\u308a\u307e\u3059\u3002**\u304a\u77e5\u3089\u305b\u306ePDF\u304c\u753b\u50cf\u3060\u3051\u306e\u3082\u306e\uff08\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\uff09\u3060\u3068\u3001\u6587\u5b57\u304c\u53d6\u308a\u51fa\u305b\u307e\u305b\u3093\u3002** \u305d\u306e\u5834\u5408\u306f\u4f8b\u5916\u51e6\u7406\u306b\u56de\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u3067\u3059\u3002\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u52d5\u304f\u3082\u306e\u3068\u3001\u6bce\u671d\u306e\u901a\u77e5\u3067\u3059\u3002**\n\n\u5c4a\u3044\u305f\u3068\u304d\u306b\u52d5\u304f\u5074\u306f\u3001**n8n \u306e Gmail Trigger** \u3067\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30d5\u30a3\u30eb\u30bf\u306b\u3001\u30e9\u30d9\u30eb\u3001Gmail \u306e\u691c\u7d22\u5f0f\u3001\u65e2\u8aad\u30fb\u672a\u8aad\u3001\u9001\u308a\u4e3b\u306e\u6307\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002**\u4fdd\u967a\u4f1a\u793e\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u306e\u9001\u308a\u4e3b\u3068\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304cPDF\u3092\u9001\u308b\u30a2\u30c9\u30ec\u30b9\u306b\u3001Gmail \u306e\u5074\u3067\u30e9\u30d9\u30eb\u300c\u4fdd\u967a\u4f1a\u793e\u304a\u77e5\u3089\u305b\u300d\u3092\u4ed8\u3051\u3001\u305d\u306e\u30e9\u30d9\u30eb\u3067\u7d5e\u308a\u307e\u3059\u3002** \u65e2\u8aad\u306e\u72b6\u614b\u306f\u300c\u672a\u8aad\u306e\u307f\u300d\u306b\u3057\u3001\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u3089\u65e2\u8aad\u306b\u3057\u307e\u3059\u3002\n\n\u6bce\u671d\u306e\u901a\u77e5\u306f\u3001**Schedule Trigger \u3067\u55b6\u696d\u65e5\u306e8\u664230\u5206**\u306b\u52d5\u304b\u3057\u307e\u3059\u3002cron \u5f0f\u306f `(\u79d2) \u5206 \u6642 \u65e5 \u6708 \u66dc\u65e5` \u306e\u6b04\u3067\u66f8\u3051\u3001**\u79d2\u306e\u6b04\u306f\u7701\u7565\u3067\u304d\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6708\u66dc\u304b\u3089\u91d1\u66dc\u306e8\u664230\u5206\u306a\u3089 `30 8 * * 1-5` \u3067\u3059\u3002**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002** \u8a2d\u5b9a\u304c\u7121\u3044\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c\u4f7f\u308f\u308c\u3001**\u81ea\u5206\u3067\u30db\u30b9\u30c8\u3059\u308b\u5834\u5408\u306e\u65e2\u5b9a\u306f America\/New York** \u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**Schedule Trigger \u3092\u4f7f\u3046\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002**\n\n**\u5f15\u53d7\u306e\u5236\u9650\u3067\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306b\u95a2\u4fc2\u3059\u308b\u3082\u306e\u306f\u3001\u6bce\u671d\u3092\u5f85\u305f\u305a\u306b\u3059\u3050\u77e5\u3089\u305b\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u304a\u77e5\u3089\u305b\u306e\u672c\u6587 | \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3001PDF\u304b\u3089\u53d6\u308a\u51fa\u3057\u305f\u6587\u5b57 | Gmail\u3001Extract From File |\n| \u53d7\u4ed8\u306e\u53f0\u5e33 | \u4fdd\u967a\u4f1a\u793e\u3001\u63b2\u8f09\u65e5\u3001\u4ef6\u540d\u3001\u51e6\u7406\u306e\u72b6\u614b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u8a3c\u5238\u756a\u53f7\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u7279\u7d04\u3001\u59cb\u671f\u30fb\u6e80\u671f\u3001\u6255\u8fbc\u65b9\u6cd5\u3001\u5951\u7d04\u8005\u306e\u6240\u5728\u5730\u306e\u90fd\u9053\u5e9c\u770c\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba | \u9867\u5ba2\u7ba1\u7406\u306eCSV\u3092\u8aad\u307f\u8fbc\u3093\u3060 PostgreSQL |\n| \u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | \u7533\u8fbc\u65e5\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u59cb\u671f\u306e\u4e88\u5b9a\u3001\u9032\u6357\u306e\u6bb5\u968e\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba | \u7533\u8fbc\u306e\u9032\u6357\u306e\u7ba1\u7406\u8868\u3092\u8aad\u307f\u8fbc\u3093\u3060\u3082\u306e |\n| \u5546\u54c1\u306e\u8f9e\u66f8 | \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u5546\u54c1\u540d\u30fb\u7279\u7d04\u540d\u306e\u8868\u8a18\u3068\u3001\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u52df\u96c6\u4eba\u306e\u4e00\u89a7 | \u6c0f\u540d\u3001\u6240\u5c5e\u3001\u53d6\u6271\u3048\u308b\u4fdd\u967a\u4f1a\u793e\u3068\u5546\u54c1 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u306e\u8981\u65e8\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u3001\u62fe\u3063\u305f\u4ef6\u6570\u3001\u884c\u3063\u305f\u5bfe\u5fdc | \u5bfe\u5fdc\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5546\u54c1\u306e\u8f9e\u66f8\u3067\u3059\u3002** \u304a\u77e5\u3089\u305b\u306b\u306f\u300c\u3007\u3007\u4fdd\u967a\uff08\u5bb6\u5ead\u7dcf\u5408\uff09\u300d\u300c\u25b3\u25b3\u7279\u7d04\u300d\u306e\u3088\u3046\u306a\u4fdd\u967a\u4f1a\u793e\u306e\u6b63\u5f0f\u306a\u540d\u524d\u304c\u66f8\u304b\u308c\u3001\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u793e\u5185\u306e\u30b3\u30fc\u30c9\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u5bfe\u5fdc\u304c\u7121\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6761\u4ef6\u3092\u691c\u7d22\u306e\u8a00\u8449\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** **\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u3001\u6c0f\u540d\u3084\u9023\u7d61\u5148\u3092\u5165\u308c\u307e\u305b\u3093\u3002** \u3069\u306e\u5951\u7d04\u8005\u306b\u9023\u7d61\u3059\u308b\u304b\u306f\u3001\u8a3c\u5238\u756a\u53f7\u304b\u3089\u52df\u96c6\u4eba\u304c\u9867\u5ba2\u7ba1\u7406\u3067\u5f15\u304d\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u901a\u77e5\u30e1\u30fc\u30eb\u3068\u6dfb\u4ed8 | Gmail Trigger\uff08\u30e9\u30d9\u30eb\u3067\u7d5e\u308b\uff09 | \u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u3068PDF |\n| PDF\u306e\u6587\u5b57 | Extract From File \u306e Extract From PDF | \u304a\u77e5\u3089\u305b\u306e\u5168\u6587 |\n| \u5951\u7d04\u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | PostgreSQL \u306e\u30ce\u30fc\u30c9\uff08\u9053\u5177\u3002Select \u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u4ed8\u304d\u306e Execute Query\uff09 | \u5f71\u97ff\u3059\u308b\u4ef6\u6570\u3068\u62c5\u5f53\u306e\u52df\u96c6\u4eba |\n| \u5546\u54c1\u306e\u8f9e\u66f8\u30fb\u52df\u96c6\u4eba\u30fb\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a\uff08\u9053\u5177\uff09 | \u6761\u4ef6\u306e\u7f6e\u304d\u63db\u3048\u3001\u4f1d\u3048\u308b\u76f8\u624b\u3001\u524d\u4f8b |\n\n**\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306f\u3001\u6bce\u6669\u5225\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u8aad\u307f\u8fbc\u307f\u76f4\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3044\u3064\u6642\u70b9\u306e\u3082\u306e\u304b\u3092\u6301\u305f\u305b\u3001\u5bfe\u5fdc\u306e\u4e00\u89a7\u306b\u3082\u66f8\u304d\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u4ed8\u304d\u306e\u30af\u30a8\u30ea\u306b\u3057\u307e\u3059\u3002** PostgreSQL \u306e\u30ce\u30fc\u30c9\u306f `$1`\u3001`$2` \u306e\u3088\u3046\u306a\u8a18\u53f7\u3067\u5024\u3092\u6e21\u3059\u30af\u30a8\u30ea\u306b\u5bfe\u5fdc\u3057\u3001\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001**\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u5024\u306f n8n \u304c\u7121\u5bb3\u5316\u3059\u308b\u305f\u3081 SQL \u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306bSQL\u306e\u6587\u3092\u7d44\u307f\u7acb\u3066\u3055\u305b\u305a\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u691c\u7d22\u306e\u5f62\u306b\u5024\u3060\u3051\u3092\u6e21\u3055\u305b\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u9001\u308a\u4e3b\u306e\u78ba\u8a8d** \u2026 \u30e9\u30d9\u30eb\u306e\u4ed8\u3044\u305f\u30e1\u30fc\u30eb\u304c\u3001\u767b\u9332\u3057\u305f\u4fdd\u967a\u4f1a\u793e\u304b\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304b\u3089\u5c4a\u3044\u305f\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u6587\u5b57\u306e\u53d6\u308a\u51fa\u3057** \u2026 \u672c\u6587\u3068\u3001\u6dfb\u4ed8\u306ePDF\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u53d6\u308a\u51fa\u305b\u305f\u6587\u5b57\u304c\u6975\u7aef\u306b\u5c11\u306a\u3051\u308c\u3070\u3001\u753b\u50cf\u3060\u3051\u306ePDF\u3068\u898b\u306a\u3057\u3066\u4eba\u3078\u56de\u3057\u307e\u3059**\n3. **\u5b9a\u578b\u306e\u90e8\u5206\u306e\u9664\u53bb** \u2026 \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u5b9a\u578b\u306e\u3042\u3044\u3055\u3064\u3001\u914d\u4fe1\u505c\u6b62\u306e\u6848\u5185\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u30ea\u30f3\u30af\u306e\u8aac\u660e\u3092\u5916\u3057\u307e\u3059\n4. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u30fb\u540c\u3058\u4ef6\u540d\u30fb\u540c\u3058\u63b2\u8f09\u65e5\u306e\u3082\u306e\u304c\u53f0\u5e33\u306b\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002**\u8a02\u6b63\u7248\u306f\u4ef6\u540d\u306b\u300c\u8a02\u6b63\u300d\u3068\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u5143\u306e\u3082\u306e\u306b\u7d50\u3073\u4ed8\u3051\u307e\u3059**\n5. **\u53d7\u4ed8\u306e\u53f0\u5e33\u3078\u306e\u8a18\u9332** \u2026 \u4fdd\u967a\u4f1a\u793e\u3001\u63b2\u8f09\u65e5\u3001\u4ef6\u540d\u3001\u51e6\u7406\u306e\u72b6\u614b\u30921\u884c\u8db3\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u8a02\u6b63\u7248\u306f\u3001\u898b\u843d\u3068\u3059\u3068\u5371\u967a\u3067\u3059\u3002** \u4fdd\u967a\u6599\u306e\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306b\u8a02\u6b63\u304c\u51fa\u305f\u3068\u304d\u3001**\u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u4ef6\u6570\u3067\u52df\u96c6\u4eba\u306b\u4f1d\u3048\u305f\u307e\u307e**\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8a02\u6b63\u7248\u304c\u5c4a\u3044\u305f\u3089\u3001\u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u5bfe\u5fdc\u306e\u4e00\u89a7\u306e\u884c\u306b\u300c\u8a02\u6b63\u3042\u308a\u300d\u3068\u51fa\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u304a\u77e5\u3089\u305b1\u4ef6\u3054\u3068\u306b\u3001\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3001\u5fc5\u8981\u306a\u9053\u5177\u3092\u9078\u3093\u3067\u5f15\u304d\u3001\u6b21\u306e4\u3064\u3092\u7d44\u307f\u7acb\u3066\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u7d44\u307f\u7acb\u3066\u308b\u3082\u306e | \u4e2d\u8eab |\n|:--|:--|\n| \u304a\u77e5\u3089\u305b\u306e\u8981\u65e8 | \u7a2e\u985e\uff08\u5546\u54c1\u6539\u5b9a\u30fb\u4fdd\u967a\u6599\u6539\u5b9a\u30fb\u4e8b\u52d9\u306e\u5909\u66f4\u30fb\u5f15\u53d7\u306e\u5236\u9650\u30fb\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u30fb\u305d\u306e\u4ed6\uff09\u3068\u3001\u4f55\u304c\u5909\u308f\u308b\u304b\u30922\u301c3\u6587\u3067 |\n| \u5f71\u97ff\u306e\u6761\u4ef6 | \u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u7279\u7d04\u3001\u9069\u7528\u306e\u65e5\u3001\u5bfe\u8c61\u306e\u5730\u57df\u30fb\u8077\u696d\u306a\u3069\u3092\u3001**\u304a\u77e5\u3089\u305b\u306e\u539f\u6587\u306e\u7b87\u6240\u4ed8\u304d\u3067** |\n| \u5f71\u97ff\u3059\u308b\u4ef6\u6570 | \u5951\u7d04\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u4ef6\u6570\u3092\u3001\u52df\u96c6\u4eba\u3054\u3068\u306b |\n| \u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848 | \u52df\u96c6\u4eba\u304c\u78ba\u304b\u3081\u308b\u3053\u3068\u3001\u5951\u7d04\u8005\u3078\u306e\u6848\u5185\u306e\u8981\u5426\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u3001\u7533\u8fbc\u306e\u898b\u76f4\u3057 |\n\n| \u9053\u5177 | \u4e2d\u8eab | \u547c\u3076\u5834\u9762 |\n|:--|:--|:--|\n| `lookup_product_code` | \u4fdd\u967a\u4f1a\u793e\u306e\u5546\u54c1\u540d\u30fb\u7279\u7d04\u540d\u304b\u3089\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5f15\u304f | \u5f71\u97ff\u306e\u6761\u4ef6\u306b\u5546\u54c1\u30fb\u7279\u7d04\u304c\u3042\u308b\u3068\u304d |\n| `count_policies` | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u7279\u7d04\u30fb\u59cb\u671f\u306e\u7bc4\u56f2\u30fb\u90fd\u9053\u5e9c\u770c\u3067\u5951\u7d04\u3092\u6570\u3048\u3001\u52df\u96c6\u4eba\u3054\u3068\u306b\u8fd4\u3059 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3059\u308b\u3068\u304d |\n| `find_pending_applications` | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u59cb\u671f\u306e\u4e88\u5b9a\u306e\u7bc4\u56f2\u3067\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u8fd4\u3059 | \u5f15\u53d7\u306e\u5236\u9650\u3001\u6539\u5b9a\u306e\u9069\u7528\u65e5\u304c\u3042\u308b\u3068\u304d |\n| `get_agents` | \u52df\u96c6\u4eba\u306e\u4e00\u89a7\u3068\u3001\u53d6\u6271\u3048\u308b\u5546\u54c1 | \u5168\u52df\u96c6\u4eba\u5411\u3051\u304b\u4e00\u90e8\u5411\u3051\u304b\u3092\u6c7a\u3081\u308b\u3068\u304d |\n| `get_past_notices` | \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u30fb\u540c\u3058\u7a2e\u985e\u306e\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b\u3068\u3001\u884c\u3063\u305f\u5bfe\u5fdc | \u3059\u3079\u3066\u306e\u304a\u77e5\u3089\u305b |\n\n**\u3069\u306e\u9053\u5177\u3092\u547c\u3076\u304b\u3092\u6c7a\u3081\u308b\u306e\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4ed5\u4e8b\u3067\u3059\u3002** \u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u306a\u3089 `get_agents` \u3060\u3051\u3067\u8db3\u308a\u3001\u5f15\u53d7\u306e\u5236\u9650\u306a\u3089 `find_pending_applications` \u3092\u5148\u306b\u3001\u4fdd\u967a\u6599\u306e\u6539\u5b9a\u306a\u3089 `lookup_product_code` \u304b\u3089 `count_policies` \u3078\u9032\u307f\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n| \u5f15\u53d7\u306e\u53ef\u5426\u306e\u5224\u65ad | \u4fdd\u967a\u4f1a\u793e\u304c\u6c7a\u3081\u308b\u3053\u3068\u3002\u4ee3\u7406\u5e97\u304c\u63a8\u3057\u91cf\u3089\u306a\u3044 |\n| \u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u540d\u306e\u63a8\u5b9a | \u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3067\u6570\u3048\u308b\u3068\u3001\u95a2\u4fc2\u306e\u7121\u3044\u5951\u7d04\u8005\u306b\u9023\u7d61\u304c\u884c\u304f |\n| \u5951\u7d04\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f | **\u9053\u5177\u306b\u66f8\u304d\u8fbc\u307f\u306e\u64cd\u4f5c\u3092\u6301\u305f\u305b\u306a\u3044** |\n| \u304a\u77e5\u3089\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u65e2\u5b58\u5951\u7d04\u306b\u3082\u9069\u7528\u300d\u306e\u3088\u3046\u306b\u5e83\u3052\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5bb6\u5ead\u7dcf\u5408\u4fdd\u967a\u300d\u3068\u300c\u5bb6\u5ead\u7dcf\u5408\u4fdd\u967a\uff082024\u5e74\u7248\uff09\u300d\u306e\u3088\u3046\u306b\u3001\u540d\u524d\u306e\u8fd1\u3044\u5546\u54c1\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002**\u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u3092\u3001\u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u3001\u4ef6\u6570\u306f\u305d\u308c\u3089\u3057\u304f\u51fa\u307e\u3059\u3002** \u9593\u9055\u3063\u3066\u3044\u3066\u3082\u3001\u4eba\u306e\u78ba\u8a8d\u3067\u306f\u6c17\u3065\u304d\u306b\u304f\u3044\u5f62\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nAI Agent \u30ce\u30fc\u30c9\u306e System Message \u306b\u6b21\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4fdd\u967a\u4ee3\u7406\u5e97\u306e\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u304a\u77e5\u3089\u305b\u3092\u8aad\u307f\u3001\n\u81ea\u793e\u306e\u3069\u306e\u5951\u7d04\u30fb\u3069\u306e\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u30fb\u3069\u306e\u52df\u96c6\u4eba\u306b\u95a2\u4fc2\u3059\u308b\u304b\u3092\u8abf\u3079\u308b\u7acb\u5834\u3067\u3059\u3002\n\n\u3010\u304a\u77e5\u3089\u305b\u306e\u8aad\u307f\u65b9\u3011\n- \u7a2e\u985e\u3092\u3001\u5546\u54c1\u6539\u5b9a\u30fb\u4fdd\u967a\u6599\u6539\u5b9a\u30fb\u4e8b\u52d9\u306e\u5909\u66f4\u30fb\u5f15\u53d7\u306e\u5236\u9650\u30fb\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u30fb\u305d\u306e\u4ed6\n  \u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\n- \u5f71\u97ff\u306e\u6761\u4ef6\uff08\u4fdd\u967a\u4f1a\u793e\u3001\u5546\u54c1\u3001\u7279\u7d04\u3001\u9069\u7528\u306e\u65e5\u3001\u5bfe\u8c61\u306e\u5730\u57df\u30fb\u8077\u696d\u306a\u3069\uff09\u3092\u53d6\u308a\u51fa\u3057\u3001\n  \u305d\u308c\u305e\u308c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u304a\u77e5\u3089\u305b\u306e\u539f\u6587\u3092\u305d\u306e\u307e\u307e quote \u3068\u3057\u3066\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\n- \u304a\u77e5\u3089\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9069\u7528\u306e\u7bc4\u56f2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u3001scope_unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\n\n\u3010\u9053\u5177\u306e\u4f7f\u3044\u65b9\u3011\n- \u307e\u305a get_past_notices \u3067\u3001\u540c\u3058\u4fdd\u967a\u4f1a\u793e\u306e\u540c\u3058\u7a2e\u985e\u306e\u304a\u77e5\u3089\u305b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\n- \u5546\u54c1\u3084\u7279\u7d04\u304c\u6761\u4ef6\u306b\u3042\u308b\u3068\u304d\u306f\u3001lookup_product_code \u3067\u793e\u5185\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u5f15\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u306f\u3001\u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  unmapped_products \u306b\u66f8\u304d\u3001\u305d\u306e\u5546\u54c1\u306b\u3064\u3044\u3066\u306f\u6570\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u9069\u7528\u306e\u65e5\u3084\u5f15\u53d7\u306e\u5236\u9650\u304c\u3042\u308b\u3068\u304d\u306f\u3001find_pending_applications \u3092\n  count_policies \u3088\u308a\u5148\u306b\u547c\u3093\u3067\u304f\u3060\u3055\u3044\n- \u540c\u3058\u9053\u5177\u3092\u540c\u3058\u6761\u4ef6\u30672\u56de\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u3010\u66f8\u304b\u306a\u3044\u3053\u3068\u3011\n- \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u3079\u304d\u304b\u3069\u3046\u304b\u3092\u3001\u7d50\u8ad6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6848\u5185\u306e\u8981\u5426\u3092\u691c\u8a0e\u3059\u308b\u300d\u306e\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\n- \u5f15\u53d7\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n- \u4ef6\u6570\u306f\u9053\u5177\u304c\u8fd4\u3057\u305f\u5024\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u5b9a\u3057\u305f\u4ef6\u6570\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u3010\u304a\u77e5\u3089\u305b\u3011\n\u4fdd\u967a\u4f1a\u793e\uff1a{insurer} \uff0f \u63b2\u8f09\u65e5\uff1a{posted_on} \uff0f \u4ef6\u540d\uff1a{subject}\n\u672c\u6587\uff1a{notice_text}\n\u3010\u5951\u7d04\u306e\u4e00\u89a7\u306e\u6642\u70b9\u3011{snapshot_at}\n```\n\n**\u300c\u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u3092\u7f6e\u304d\u63db\u3048\u306a\u3044\u300d\u3068\u300c\u305d\u306e\u5546\u54c1\u306f\u6570\u3048\u306a\u3044\u300d\u3092\u4e21\u65b9\u66f8\u304f\u306e\u306f\u3001\u7247\u65b9\u3060\u3051\u3060\u3068\u629c\u3051\u9053\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u7f6e\u304d\u63db\u3048\u3092\u7981\u3058\u3066\u3082\u3001**\u300c\u304a\u305d\u3089\u304f\u3053\u306e\u5546\u54c1\u306e\u3053\u3068\u3068\u601d\u308f\u308c\u308b\u305f\u3081\u300d\u3068\u66f8\u3044\u3066\u6570\u3048\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6570\u3048\u308b\u3053\u3068\u307e\u3067\u7981\u3058\u3066\u3001\u521d\u3081\u3066\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**\u300c\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u5148\u306b\u5f15\u304f\u300d\u306f\u3001\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** Tools Agent \u306e\u547c\u3073\u51fa\u3057\u306b\u306f\u4e0a\u9650\uff08Max Iterations\u3001\u65e2\u5b9a\u306f10\uff09\u304c\u3042\u308a\u3001**\u4e0a\u9650\u3067\u6b62\u307e\u3063\u3066\u3082\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u691c\u7d22\u304c\u6e08\u3093\u3067\u3044\u308c\u3070\u3001\u53d6\u308a\u3053\u307c\u3057\u306e\u75db\u624b\u304c\u5c0f\u3055\u304f\u6e08\u307f\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Tools Agent \u306e\u300cRequire Specific Output Format\u300d\u3092\u6709\u52b9\u306b\u3057\u3001Structured Output Parser \u3092\u3064\u306a\u304e\u307e\u3059\u3002** \u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"notice_id\": \"\",\n  \"insurer\": \"\",\n  \"notice_type\": \"product_revision | premium_revision | procedure_change | underwriting_restriction | system_outage | other\",\n  \"summary\": \"\",\n  \"conditions\": [\n    { \"field\": \"product | rider | effective_date | region | occupation | other\", \"value\": \"\", \"quote\": \"\" }\n  ],\n  \"scope_unclear\": false,\n  \"unmapped_products\": [],\n  \"impact\": {\n    \"all_agents\": false,\n    \"policies_by_agent\": [ { \"agent_id\": \"\", \"count\": 0 } ],\n    \"pending_by_agent\": [ { \"agent_id\": \"\", \"application_ids\": [] } ]\n  },\n  \"deadline\": \"\",\n  \"actions\": [ \"\" ],\n  \"tools_called\": [ \"\" ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`quote` \u3067\u6761\u4ef6\u306e\u8aad\u307f\u9055\u3044\u3092\u4eba\u304c\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u306f\u3001\u6761\u4ef6\u3054\u3068\u306b\u539f\u6587\u306e\u7b87\u6240\u3092\u898b\u3066\u3001**\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8aad\u307f\u53d6\u308a\u304c\u539f\u6587\u3069\u304a\u308a\u304b\u3092\u77ed\u3044\u6642\u9593\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002** \u539f\u6587\u306e\u5168\u4f53\u3092\u8aad\u307f\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`unmapped_products` \u3068 `scope_unclear` \u3067\u3001\u5206\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u4e00\u89a7\u306b\u51fa\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u6570\u304c0\u4ef6\u306e\u3068\u304d\u3001**\u672c\u5f53\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u304c\u7121\u3044\u306e\u304b\u3001\u8f9e\u66f8\u306b\u7121\u304f\u3066\u6570\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u306e\u304b**\u3092\u533a\u5225\u3067\u304d\u307e\u3059\u30020\u4ef6\u306e\u304a\u77e5\u3089\u305b\u3092\u8aad\u307f\u98db\u3070\u3059\u524d\u306b\u3001\u3053\u306e2\u3064\u3092\u898b\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u4ef6\u6570\u3092\u9053\u5177\u306e\u8fd4\u3057\u305f\u5024\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u3001`policies_by_agent` \u306e\u5408\u8a08\u304c `count_policies` \u306e\u623b\u308a\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6570\u5b57\u3092\u66f8\u304d\u63db\u3048\u305f\u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3001\u305d\u306e\u884c\u306f\u5dee\u3057\u623b\u3057\u307e\u3059\u3002** \u9014\u4e2d\u306e\u624b\u9806\u306f Tools Agent \u306e Return Intermediate Steps \u3092\u6709\u52b9\u306b\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\nStructured Output Parser \u306b\u306f\u6ce8\u610f\u304c\u3042\u308a\u307e\u3059\u3002**JSON \u30b9\u30ad\u30fc\u30de\u3067 `$ref` \u306b\u3088\u308b\u53c2\u7167\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044**\u3068\u3055\u308c\u3001\u4f8b\u304b\u3089\u4f5c\u308b\u65b9\u5f0f\u3067\u306f**\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002** \u4e0a\u306eJSON\u306f\u53c2\u7167\u3092\u4f7f\u308f\u306a\u3044\u5f62\u306b\u3057\u3066\u3042\u308a\u307e\u3059\u3002\n\n| \u4e00\u89a7\u306e\u512a\u5148\u5ea6 | \u4ed8\u3051\u308b\u6761\u4ef6\uff08\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u898f\u5247\uff09 |\n|:--|:--|\n| \u81f3\u6025 | \u5f15\u53d7\u306e\u5236\u9650\u30fb\u6539\u5b9a\u3067\u3001\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u304c1\u4ef6\u4ee5\u4e0a\u3042\u308b |\n| \u9ad8 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3057\u3001\u671f\u9650\u304c10\u65e5\u4ee5\u5185 |\n| \u901a\u5e38 | \u65e2\u5b58\u306e\u5951\u7d04\u306b\u5f71\u97ff\u3057\u3001\u671f\u9650\u304c10\u65e5\u3088\u308a\u5148\u3002\u307e\u305f\u306f\u5168\u52df\u96c6\u4eba\u3078\u306e\u5468\u77e5\u3060\u3051\u306e\u3082\u306e |\n| \u8981\u78ba\u8a8d | `scope_unclear` \u304c true\u3001\u307e\u305f\u306f `unmapped_products` \u304c\u3042\u308b |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Gmail\uff08\u4ee3\u7406\u5e97\u306e\u767b\u9332\u30a2\u30c9\u30ec\u30b9\uff09 | Gmail Trigger\uff08\u30e9\u30d9\u30eb\u30fb\u672a\u8aad\u3067\u7d5e\u308b\uff09 | \u901a\u77e5\u30e1\u30fc\u30eb\u3068\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u9001\u3063\u305fPDF |\n| \u304a\u77e5\u3089\u305b\u306ePDF | Extract From File\uff08Extract From PDF\uff09 | \u6587\u5b57\u306e\u53d6\u308a\u51fa\u3057 |\n| \u5951\u7d04\u306e\u4e00\u89a7\u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6 | PostgreSQL \u306e\u30ce\u30fc\u30c9\uff08\u9053\u5177\u3002\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u4ef6\u6570\u3068\u62c5\u5f53\u306e\u52df\u96c6\u4eba |\n| \u5546\u54c1\u306e\u8f9e\u66f8\u30fb\u52df\u96c6\u4eba\u30fb\u904e\u53bb\u306e\u304a\u77e5\u3089\u305b | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a\uff08\u9053\u5177\uff09 | \u6761\u4ef6\u306e\u7f6e\u304d\u63db\u3048\u3001\u4f1d\u3048\u308b\u76f8\u624b\u3001\u524d\u4f8b |\n| \u53d7\u4ed8\u306e\u53f0\u5e33\u30fb\u5bfe\u5fdc\u306e\u4e00\u89a7 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u304a\u77e5\u3089\u305b\u3054\u3068\u306e\u884c\u3068\u3001\u512a\u5148\u5ea6\u30fb\u671f\u9650 |\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u901a\u77e5 | \u6bce\u671d\u306e\u4e00\u89a7\u3068\u3001\u81f3\u6025\u306e\u5373\u6642\u901a\u77e5\u3001\u671f\u9650\u524d\u306e\u672a\u5bfe\u5fdc\u306e\u901a\u77e5 |\n\n**\u5951\u7d04\u306e\u4e00\u89a7\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u63a5\u7d9a\u306b\u4f7f\u3046\u5229\u7528\u8005\u306f\u8aad\u307f\u53d6\u308a\u306e\u6a29\u9650\u3060\u3051\u306b\u3057\u3001**\u9053\u5177\u306b Insert \u3084 Update \u3092\u3064\u306a\u304c\u306a\u3044**\u3053\u3068\u3067\u5b88\u308a\u307e\u3059\u3002\u6307\u793a\u3067\u7981\u3058\u308b\u3088\u308a\u78ba\u5b9f\u3067\u3059\u3002\n\n**\u52df\u96c6\u4eba\u3078\u306e\u9023\u7d61\u3082\u3001\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u884c\u3060\u3051\u3092\u3001\u62c5\u5f53\u8005\u304c\u52df\u96c6\u4eba\u306b\u9001\u308a\u307e\u3059\u3002**\u6761\u4ef6\u306e\u8aad\u307f\u9055\u3044\u306e\u307e\u307e\u5168\u54e1\u306b\u9001\u308b\u3068\u3001\u53d6\u308a\u6d88\u3057\u306e\u9023\u7d61\u3092\u3082\u3046\u4e00\u5ea6\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u6b21\u304b\u3089\u304a\u77e5\u3089\u305b\u304c\u8aad\u307e\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u6bce\u671d\u306e\u4e00\u89a7\u3067\u3059\u3002**\n\n1. **\u300c\u81f3\u6025\u300d\u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u3042\u308b\u5f15\u53d7\u306e\u5236\u9650\u3068\u6539\u5b9a\u3002**\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u306b\u3001\u305d\u306e\u65e5\u306e\u5348\u524d\u306e\u3046\u3061\u306b\u4f1d\u3048\u307e\u3059**\n2. **\u300c\u8981\u78ba\u8a8d\u300d\u3092\u898b\u308b** \u2026 `unmapped_products` \u306f\u8f9e\u66f8\u306b\u8db3\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u307e\u3059\u3002`scope_unclear` \u306f\u4fdd\u967a\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n3. **\u6761\u4ef6\u3068\u539f\u6587\u3092\u898b\u6bd4\u3079\u308b** \u2026 `quote` \u3092\u8aad\u307f\u3001\u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u304c\u539f\u6587\u3069\u304a\u308a\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u9069\u7528\u306e\u65e5\u3068\u5bfe\u8c61\u306e\u7bc4\u56f2\u306f\u5fc5\u305a\u898b\u307e\u3059**\n4. **\u52df\u96c6\u4eba\u3078\u4f1d\u3048\u308b** \u2026 \u4ef6\u6570\u3068\u5bfe\u8c61\u306e\u8a3c\u5238\u756a\u53f7\u3092\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\u3054\u3068\u306b\u9001\u308a\u307e\u3059\n5. **\u6848\u5185\u306e\u8981\u5426\u3092\u6c7a\u3081\u308b** \u2026 \u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u3067\u6c7a\u3081\u307e\u3059\u3002**\u6848\u5185\u306e\u6587\u9762\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u304c\u7528\u610f\u3057\u305f\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059**\n6. **\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u8a18\u9332\u3059\u308b** \u2026 \u52df\u96c6\u4eba\u304c\u4f55\u3092\u3057\u305f\u304b\u3092\u5bfe\u5fdc\u306e\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u6b21\u306e `get_past_notices` \u306e\u4e2d\u8eab\u306b\u306a\u308a\u307e\u3059\n\n**3\u756a\u76ee\u306e\u9069\u7528\u306e\u65e5\u306f\u3001\u3044\u3061\u3070\u3093\u8aad\u307f\u9055\u3044\u306e\u8d77\u304d\u3084\u3059\u3044\u9805\u76ee\u3067\u3059\u3002** \u300c\u59cb\u671f\u304c11\u67081\u65e5\u4ee5\u964d\u306e\u5951\u7d04\u300d\u3068\u300c11\u67081\u65e5\u4ee5\u964d\u306b\u7533\u8fbc\u3092\u53d7\u3051\u305f\u5951\u7d04\u300d\u3067\u306f\u3001\u5bfe\u8c61\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002**\u539f\u6587\u306e\u8a00\u3044\u56de\u3057\u3092\u305d\u306e\u307e\u307e\u898b\u308b\u3053\u3068\u304c\u3001\u78ba\u8a8d\u306e\u4e2d\u5fc3\u3067\u3059\u3002**\n\n**6\u756a\u76ee\u3092\u7d9a\u3051\u308b\u3068\u3001\u524d\u56de\u306e\u5bfe\u5fdc\u306e\u624b\u9806\u3092\u6848\u3068\u3057\u3066\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| PDF\u304c\u753b\u50cf\u3060\u3051\u3067\u6587\u5b57\u304c\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u300c\u6587\u5b57\u306a\u3057\u300d\u3068\u3057\u3066\u4eba\u3078\u3002**\u62c5\u5f53\u8005\u304c\u672c\u6587\u3092\u8aad\u3093\u3067\u8981\u65e8\u3092\u53f0\u5e33\u306b\u66f8\u304f** |\n| \u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u540d\u304c\u51fa\u305f | `unmapped_products` \u306b\u51fa\u3057\u3001\u305d\u306e\u5546\u54c1\u306f\u6570\u3048\u306a\u3044\u3002\u8f9e\u66f8\u306b\u8db3\u3057\u3066\u304b\u3089\u5f15\u304d\u76f4\u3059 |\n| \u9069\u7528\u306e\u7bc4\u56f2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `scope_unclear` \u3092\u7acb\u3066\u3001\u4fdd\u967a\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b |\n| \u8a02\u6b63\u7248\u304c\u5c4a\u3044\u305f | \u5143\u306e\u304a\u77e5\u3089\u305b\u306e\u884c\u306b\u300c\u8a02\u6b63\u3042\u308a\u300d\u3092\u51fa\u3057\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3055\u305b\u308b |\n| \u5951\u7d04\u306e\u4e00\u89a7\u306e\u8aad\u307f\u8fbc\u307f\u304c\u524d\u306e\u6669\u306b\u5931\u6557\u3057\u305f | \u4e00\u89a7\u306e\u6642\u70b9\u304c\u53e4\u3044\u3053\u3068\u3092\u3001\u6bce\u671d\u306e\u901a\u77e5\u306e\u5148\u982d\u306b\u51fa\u3059 |\n| \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4e0a\u9650\u306e\u56de\u6570\u306b\u9054\u3057\u305f | \u300c\u9014\u4e2d\u3067\u505c\u6b62\u300d\u3068\u3057\u3066\u4eba\u3078\u3002**\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u691c\u7d22\u304c\u6e08\u3093\u3067\u3044\u308b\u304b\u3092\u793a\u3059** |\n| \u4ef6\u6570\u306e\u5408\u8a08\u304c\u9053\u5177\u306e\u623b\u308a\u5024\u3068\u5408\u308f\u306a\u3044 | \u305d\u306e\u884c\u3092\u5dee\u3057\u623b\u3057\u3001\u4eba\u304c\u4ef6\u6570\u3092\u78ba\u304b\u3081\u308b |\n| \u901a\u77e5\u30e1\u30fc\u30eb\u306e\u7121\u3044\u4fdd\u967a\u4f1a\u793e\u306ePDF\u304c\u5c4a\u304b\u306a\u3044 | \u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u306e\u9001\u4ed8\u304c\u7121\u3044\u65e5\u306f\u3001\u6bce\u671d\u306e\u901a\u77e5\u3067\u77e5\u3089\u305b\u308b |\n\n**5\u884c\u76ee\u306f\u3001\u6c17\u3065\u304b\u308c\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002** \u524d\u306e\u6669\u306e\u8aad\u307f\u8fbc\u307f\u304c\u5931\u6557\u3059\u308b\u3068\u3001**\u524d\u3005\u65e5\u306e\u6642\u70b9\u306e\u4e00\u89a7\u3067\u3001\u305d\u308c\u3089\u3057\u3044\u4ef6\u6570\u304c\u51fa\u307e\u3059\u3002** \u6642\u70b9\u306e\u8868\u793a\u304c\u7121\u3044\u3068\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u3068PDF\u306e\u539f\u672c\u3001\u53d6\u308a\u51fa\u3057\u305f\u6587\u5b57\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5165\u529b\u3001**\u547c\u3093\u3060\u9053\u5177\u3068\u305d\u306e\u7d50\u679c\uff08Return Intermediate Steps \u3067\u53d6\u5f97\uff09**\u3001\u51fa\u529b\u306eJSON\n- \u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5951\u7d04\u306e\u4e00\u89a7\u306e\u6642\u70b9\u3068\u3001\u5546\u54c1\u306e\u8f9e\u66f8\u306e\u7248\n- \u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u6761\u4ef6\u3068\u4ef6\u6570\u3001**\u76f4\u3059\u524d\u306e\u5024**\n- \u52df\u96c6\u4eba\u3078\u4f1d\u3048\u305f\u65e5\u6642\u3068\u3001\u52df\u96c6\u4eba\u304c\u884c\u3063\u305f\u5bfe\u5fdc\n- \u5951\u7d04\u8005\u3078\u6848\u5185\u3057\u305f\u304b\u3069\u3046\u304b\u3068\u3001\u305d\u306e\u5224\u65ad\u3092\u3057\u305f\u4eba\n\n**3\u3064\u76ee\u306e\u300c\u4e00\u89a7\u306e\u6642\u70b9\u3068\u8f9e\u66f8\u306e\u7248\u300d\u306f\u3001\u5f8c\u304b\u3089\u4ef6\u6570\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u6b8b\u3057\u307e\u3059\u3002** \u300c\u306a\u305c\u3053\u306e\u5951\u7d04\u8005\u306b\u9023\u7d61\u304c\u6765\u306a\u304b\u3063\u305f\u306e\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306e\u4e00\u89a7\u306b\u5951\u7d04\u304c\u8f09\u3063\u3066\u3044\u305f\u304b\u3001\u8f9e\u66f8\u306b\u5546\u54c1\u304c\u3042\u3063\u305f\u304b**\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u3069\u306e\u304a\u77e5\u3089\u305b\u3092\u3001\u3044\u3064\u3001\u8ab0\u306b\u4f1d\u3048\u3001\u3069\u3046\u5bfe\u5fdc\u3057\u305f\u304b\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u6b8b\u3057\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u304a\u77e5\u3089\u305b\u306e\u4e2d\u304b\u3089\u300120\u4ef6\u3092\u9078\u3076\uff08**\u5f15\u53d7\u306e\u5236\u9650\u3001\u4fdd\u967a\u6599\u306e\u6539\u5b9a\u3001\u4e8b\u52d9\u306e\u5909\u66f4\u3001\u30b7\u30b9\u30c6\u30e0\u505c\u6b62\u3092\u6df7\u305c\u308b**\uff09\n2. \u305d\u306e20\u4ef6\u306b\u3064\u3044\u3066\u3001\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u5f53\u6642\u3069\u306e\u6761\u4ef6\u3067\u691c\u7d22\u3057\u3001\u4f55\u4ef6\u3092\u8ab0\u306b\u4f1d\u3048\u305f\u304b\u3092\u805e\u304d\u53d6\u308b\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u30921\u4ef6\u305a\u3064\u8cbc\u308b\n4. \u300c\u3053\u306e\u304a\u77e5\u3089\u305b\u306e\u7a2e\u985e\u3068\u3001\u5f71\u97ff\u306e\u6761\u4ef6\uff08\u5546\u54c1\u3001\u7279\u7d04\u3001\u9069\u7528\u306e\u65e5\u3001\u5bfe\u8c61\u306e\u7bc4\u56f2\uff09\u3092\u3001\u6839\u62e0\u306e\u539f\u6587\u4ed8\u304d\u3067\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u306f\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u6761\u4ef6\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u691c\u7d22\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u4ef6\u6570\u306f\u6570\u3048\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001**\u304a\u77e5\u3089\u305b\u304b\u3089\u691c\u7d22\u306e\u6761\u4ef6\u3092\u6b63\u3057\u304f\u53d6\u308a\u51fa\u305b\u308b\u304b**\u3067\u3059\u3002\u6570\u3048\u308b\u306e\u306f\u9053\u5177\u3092\u3064\u306a\u3044\u3060\u5f8c\u306e\u4ed5\u4e8b\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u62c5\u5f53\u8005\u3068\u540c\u3058\u6761\u4ef6\u304c\u53d6\u308a\u51fa\u305b\u305f | **\u5546\u54c1\u306e\u8f9e\u66f8\u3065\u304f\u308a\u3068\u3001\u9053\u5177\u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7bc4\u56f2\u307e\u3067\u6761\u4ef6\u3092\u5e83\u3052\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5546\u54c1\u540d\u3068\u793e\u5185\u306e\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc\u304c\u5206\u304b\u3089\u305a\u3001\u6761\u4ef6\u3092\u691c\u7d22\u306b\u4f7f\u3048\u306a\u3044 | **\u5546\u54c1\u306e\u8f9e\u66f8\u3065\u304f\u308a\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u3001\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** 20\u4ef6\u306e\u4e2d\u306b\u51fa\u3066\u304d\u305f\u5546\u54c1\u304b\u3089\u8f9e\u66f8\u3092\u4f5c\u308a\u59cb\u3081\u308b\u3068\u3001\u6700\u521d\u306e\u7248\u304c\u3067\u304d\u307e\u3059\u3002","minimal_setup_short":"\u304a\u77e5\u3089\u305b\u3092\u624b\u3067\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u7a2e\u985e\u3068\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u305a\u3064\u306e\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bn8n \u3067\u901a\u77e5\u30e1\u30fc\u30eb\u3068PDF\u3092\u53d6\u308a\u8fbc\u307f\u3001\u6761\u4ef6\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3002\u691c\u7d22\u306f\u4eba\u304c\u884c\u3046 \uff0f \u53d6\u308a\u8fbc\u307f\u3001\u8981\u65e8\u3001\u6761\u4ef6\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8f9e\u66f8\u30fb\u5951\u7d04\u306e\u4e00\u89a7\u30fb\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u9053\u5177\u3067\u5f15\u304d\u3001\u4ef6\u6570\u3068\u671f\u9650\u3068\u5bfe\u5fdc\u306e\u6848\u307e\u3067\u51fa\u3059 \uff0f \u898b\u56de\u308a\u304b\u3089\u5f71\u97ff\u306e\u6d17\u3044\u51fa\u3057\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef620\u5206\u304c12\u5206\u307b\u3069\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u3080\u6642\u9593\u306f\u8981\u65e8\u3068\u6761\u4ef6\u306e\u4e00\u89a7\u3067\u77ed\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u691c\u7d22\u306e\u6761\u4ef6\u3065\u304f\u308a\u3068\u691c\u7d22\u306f\u4eba\u306b\u6b8b\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u30676\u5206\u306b\u306a\u308a\u3001**\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u2461\u306e\u691c\u7d22\u304c1\u4ef6\u3054\u3068\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u56de\u3059\u3068\u3001**\u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u540d\u3068\u3001\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u304c\u3042\u3044\u307e\u3044\u306a\u4fdd\u967a\u4f1a\u793e**\u304c\u4e00\u901a\u308a\u898b\u3048\u307e\u3059\u3002\u8f9e\u66f8\u3092\u57cb\u3081\u3066\u304b\u3089\u9053\u5177\u3092\u3064\u306a\u304c\u306a\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u8f9e\u66f8\u306b\u7121\u3044\u300d\u3092\u8fd4\u3057\u7d9a\u3051\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3067\u6570\u3048\u3066\u3057\u307e\u3046 | \u8f9e\u66f8\u306b\u7121\u3044\u540d\u524d\u306f\u6570\u3048\u306a\u3044\u3002**\u6307\u793a\u3068\u9053\u5177\u306e\u4f5c\u308a\u306e\u4e21\u65b9\u3067\u6b62\u3081\u308b** |\n| \u9069\u7528\u306e\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b | `quote` \u306b\u539f\u6587\u3092\u4ed8\u3051\u3055\u305b\u3001**\u59cb\u671f\u306e\u57fa\u6e96\u304b\u7533\u8fbc\u65e5\u306e\u57fa\u6e96\u304b\u3092\u4eba\u304c\u898b\u308b** |\n| \u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u304c\u6f0f\u308c\u308b | `find_pending_applications` \u3092\u5148\u306b\u547c\u3070\u305b\u308b\u3002\u7533\u8fbc\u306e\u7ba1\u7406\u8868\u3082\u6bce\u6669\u8aad\u307f\u8fbc\u3080 |\n| \u7bc4\u56f2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u306e\u306b\u5e83\u3052\u308b | `scope_unclear` \u3092\u7acb\u3066\u3055\u305b\u3001\u4fdd\u967a\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b |\n| \u4ef6\u6570\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u66f8\u304d\u63db\u3048\u308b | \u9053\u5177\u306e\u623b\u308a\u5024\u3068\u5408\u8a08\u3092\u7167\u5408\u3057\u3001\u5408\u308f\u306a\u3051\u308c\u3070\u5dee\u3057\u623b\u3059 |\n| \u753b\u50cf\u3060\u3051\u306ePDF\u3067\u4f55\u3082\u8aad\u3081\u306a\u3044 | \u6587\u5b57\u306e\u91cf\u3067\u898b\u5206\u3051\u3001\u4eba\u3078\u56de\u3059 |\n| \u8a02\u6b63\u7248\u3092\u898b\u843d\u3068\u3059 | \u4ef6\u540d\u306e\u300c\u8a02\u6b63\u300d\u3067\u5143\u306e\u304a\u77e5\u3089\u305b\u306b\u7d50\u3073\u4ed8\u3051\u3001\u4ef6\u6570\u3092\u5f15\u304d\u76f4\u3059 |\n| \u5951\u7d04\u306e\u4e00\u89a7\u304c\u53e4\u3044\u307e\u307e | \u4e00\u89a7\u306e\u6642\u70b9\u3092\u6bce\u671d\u306e\u901a\u77e5\u306b\u5fc5\u305a\u51fa\u3059 |\n| \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306bSQL\u3092\u66f8\u304b\u305b\u3066\u3057\u307e\u3046 | \u691c\u7d22\u306e\u5f62\u3092\u6c7a\u3081\u3001\u5024\u3060\u3051\u3092\u6e21\u3055\u305b\u308b |\n| \u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u306b\u81ea\u52d5\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3088\u3046\u3068\u3059\u308b | **\u4eba\u304cPDF\u3092\u9001\u308b\u904b\u7528\u306b\u3059\u308b\u3002** \u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5148\u306b\u78ba\u304b\u3081\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u4ef6\u6570\u3068\u6761\u4ef6\u304c**\u305d\u308c\u3089\u3057\u304f\u898b\u3048\u308b\u306e\u306b\u9593\u9055\u3063\u3066\u3044\u308b**\u5f62\u3067\u3001\u30a8\u30e9\u30fc\u306b\u306a\u3089\u306a\u3044\u306e\u3067\u78ba\u8a8d\u3092\u3059\u308a\u629c\u3051\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u4f5c\u308a\u59cb\u3081\u306e\u6bb5\u968e\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u898b\u56de\u308a\u3092\u81ea\u52d5\u306b\u3057\u305f\u304f\u306a\u308b\u3068\u3001\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u306e\u753b\u9762\u3082\u81ea\u52d5\u3067\u64cd\u4f5c\u3057\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u5165\u53e3\u306f\u3001\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u3068\u4eba\u304c\u9001\u3063\u305fPDF\u3060\u3051\u306b\u3057\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4fdd\u967a\u4f1a\u793e\u306e\u304a\u77e5\u3089\u305b\uff08**\u4ee3\u7406\u5e97\u5411\u3051\u306e\u975e\u516c\u958b\u306e\u60c5\u5831\u3092\u542b\u3080**\uff09\u3001\u5951\u7d04\u306e\u4e00\u89a7\uff08\u8a3c\u5238\u756a\u53f7\u3001\u5546\u54c1\u3001\u7279\u7d04\u3001\u59cb\u671f\u30fb\u6e80\u671f\u3001\u6240\u5728\u5730\u306e\u90fd\u9053\u5e9c\u770c\u3001\u62c5\u5f53\u306e\u52df\u96c6\u4eba\uff09\u3001\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u306e\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u304a\u77e5\u3089\u305b\u306e\u672c\u6587\u3068\u3001\u9053\u5177\u304c\u8fd4\u3059\u4ef6\u6570\u3068\u8a3c\u5238\u756a\u53f7\u307e\u3067\u3067\u3059\u3002**\u5951\u7d04\u8005\u306e\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u30fb\u4fdd\u967a\u91d1\u984d\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5199\u3057\u306b\u5165\u308c\u307e\u305b\u3093**\n2. **\u304a\u77e5\u3089\u305b\u306e\u6271\u3044\u3092\u4fdd\u967a\u4f1a\u793e\u3068\u78ba\u304b\u3081\u308b** \u2026 \u4ee3\u7406\u5e97\u5411\u3051\u306e\u304a\u77e5\u3089\u305b\u306b\u306f\u3001\u5916\u90e8\u306b\u51fa\u3055\u306a\u3044\u524d\u63d0\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3057\u3066\u3088\u3044\u304b\u3092\u3001\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u793e\u5185\u306e\u898f\u7a0b\u3067\u5148\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044**\n3. **\u4ee3\u7406\u5e97\u30b7\u30b9\u30c6\u30e0\u3092\u81ea\u52d5\u3067\u64cd\u4f5c\u3057\u306a\u3044** \u2026 \u30ed\u30b0\u30a4\u30f3\u3084\u753b\u9762\u306e\u81ea\u52d5\u64cd\u4f5c\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306e\u5165\u53e3\u306f\u3001\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u3068\u4eba\u304c\u9001\u3063\u305fPDF\u3060\u3051\u3067\u3059**\n4. **\u9053\u5177\u3092\u8aad\u307f\u53d6\u308a\u3060\u3051\u306b\u3059\u308b** \u2026 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u63a5\u7d9a\u306e\u6a29\u9650\u3092\u8aad\u307f\u53d6\u308a\u306b\u7d5e\u308a\u3001**\u66f8\u304d\u8fbc\u307f\u306e\u64cd\u4f5c\u3092\u9053\u5177\u306b\u3057\u307e\u305b\u3093**\n5. **\u5951\u7d04\u8005\u3078\u306e\u6848\u5185\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u3069\u306e\u6587\u9762\u3067\u6848\u5185\u3059\u308b\u304b\u306f\u3001\u52df\u96c6\u4eba\u3068\u696d\u52d9\u7ba1\u7406\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\u6587\u9762\u306f\u4fdd\u967a\u4f1a\u793e\u304c\u7528\u610f\u3057\u305f\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059**\n6. **\u5f15\u53d7\u306e\u53ef\u5426\u3092\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u5f15\u53d7\u306e\u5236\u9650\u306e\u304a\u77e5\u3089\u305b\u3067\u62fe\u3046\u306e\u306f\u3001\u95a2\u4fc2\u3057\u305d\u3046\u306a\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u307e\u3067\u3067\u3059\u3002**\u5f15\u304d\u53d7\u3051\u3089\u308c\u308b\u304b\u306f\u4fdd\u967a\u4f1a\u793e\u304c\u6c7a\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5f71\u97ff\u3059\u308b\u5951\u7d04\u8005\u3092\u53d6\u308a\u3053\u307c\u3059\u3053\u3068\u3068\u3001\u95a2\u4fc2\u306e\u7121\u3044\u5951\u7d04\u8005\u306b\u9023\u7d61\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8f9e\u66f8\u306b\u7121\u3044\u5546\u54c1\u3092\u9ed9\u3063\u3066\u843d\u3068\u3059\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u4f3c\u305f\u540d\u524d\u306e\u5546\u54c1\u3067\u6570\u3048\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082 `unmapped_products` \u3092\u4e00\u89a7\u306b\u51fa\u3059\u3053\u3068\u3067\u3001\u4eba\u306e\u76ee\u306b\u5c4a\u304f\u5f62\u306b\u3057\u3066\u3044\u307e\u3059\u3002**","recommended_for":"\u640d\u5bb3\u4fdd\u967a\u30fb\u751f\u547d\u4fdd\u967a\u306e\u8907\u6570\u306e\u4fdd\u967a\u4f1a\u793e\u3092\u53d6\u6271\u3046\u4e57\u5408\u306e\u4fdd\u967a\u4ee3\u7406\u5e97\u3067\u3001\u5404\u793e\u304b\u3089\u6bce\u65e5\u5c4a\u304f\u304a\u77e5\u3089\u305b\uff08\u5546\u54c1\u6539\u5b9a\u3001\u4e8b\u52d9\u624b\u7d9a\u304d\u306e\u5909\u66f4\u3001\u5f15\u53d7\u306e\u5236\u9650\uff09\u3092\u3001\u696d\u52d9\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u52df\u96c6\u4eba\u3078\u56de\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u3069\u306e\u304a\u77e5\u3089\u305b\u304c\u3069\u306e\u5951\u7d04\u8005\u306b\u95a2\u4fc2\u3059\u308b\u304b\u3092\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3068\u9867\u5ba2\u7ba1\u7406\u306e\u691c\u7d22\u3067\u8abf\u3079\u3066\u3044\u308b\u5834\u5408\u3002\u9867\u5ba2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u5951\u7d04\u306e\u4e00\u89a7\u3092\u6bce\u65e5\u66f8\u304d\u51fa\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u53d6\u6271\u3046\u4fdd\u967a\u4f1a\u793e\u304c1\u793e\u3067\u3001\u304a\u77e5\u3089\u305b\u306e\u91cf\u304c\u5c11\u306a\u304f\u3001\u6bce\u671d\u6570\u5206\u3067\u8aad\u307f\u7d42\u308f\u308b\u5834\u5408\u3002\u5951\u7d04\u306e\u60c5\u5831\u3092\u96fb\u5b50\u306e\u5f62\u3067\u6301\u3063\u3066\u304a\u3089\u305a\u3001\u7d19\u306e\u7533\u8fbc\u66f8\u306e\u63a7\u3048\u3060\u3051\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3084\u793e\u5185\u306e\u898f\u7a0b\u3067\u3001\u304a\u77e5\u3089\u305b\u306e\u6587\u66f8\u3084\u5951\u7d04\u306e\u60c5\u5831\u3092\u5916\u90e8\u306e\u751f\u6210AI\u3078\u6e21\u3059\u3053\u3068\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u5951\u7d04\u8005\u3078\u6848\u5185\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u3084\u3001\u5f15\u53d7\u306e\u53ef\u5426\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u304a\u77e5\u3089\u305b\u306e\u5165\u53e3\u3092\u6c7a\u3081\u308b**\n\n\u4fdd\u967a\u4f1a\u793e7\u793e\u306b\u3064\u3044\u3066\u3001**\u901a\u77e5\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u304b\u3001PDF\u304c\u6dfb\u4ed8\u3055\u308c\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u901a\u77e5\u306e\u7121\u3044\u4f1a\u793e\u306f\u3001\u4e8b\u52d9\u306e\u62c5\u5f53\u8005\u304c\u6bce\u671dPDF\u3092\u9001\u308b\u624b\u9806\u3092\u6c7a\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001**\u304a\u77e5\u3089\u305b\u3092\u751f\u6210AI\u3078\u6e21\u3057\u3066\u3088\u3044\u304b**\u3092\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u793e\u5185\u306e\u898f\u7a0b\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u304a\u77e5\u3089\u305b\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306b\u7a2e\u985e\u3068\u5f71\u97ff\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3055\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u691c\u7d22\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7bc4\u56f2\u307e\u3067\u5e83\u3052\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5546\u54c1\u306e\u8f9e\u66f8\u3092\u4f5c\u308a\u59cb\u3081\u308b**\n\n20\u4ef6\u306b\u51fa\u3066\u304d\u305f\u5546\u54c1\u3068\u7279\u7d04\u306e\u540d\u524d\u304b\u3089\u3001**\u793e\u5185\u306e\u30b3\u30fc\u30c9\u3068\u306e\u5bfe\u5fdc\u306e\u8f9e\u66f8**\u3092\u4f5c\u308a\u59cb\u3081\u307e\u3059\u3002\u4ef6\u6570\u306e\u591a\u3044\u4fdd\u967a\u4f1a\u793e\u306e\u4e3b\u529b\u306e\u5546\u54c1\u304b\u3089\u57cb\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1an8n \u3067\u53d6\u308a\u8fbc\u307f\u3068\u6761\u4ef6\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nGmail Trigger\u3001PDF\u306e\u6587\u5b57\u306e\u53d6\u308a\u51fa\u3057\u3001\u53d7\u4ed8\u306e\u53f0\u5e33\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u8981\u65e8\u3068\u6761\u4ef6\u306e\u53d6\u308a\u51fa\u3057\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u9053\u5177\u3092\u3064\u306a\u304c\u305a\u3001\u691c\u7d22\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5951\u7d04\u306e\u4e00\u89a7\u3068\u7533\u8fbc\u4e2d\u306e\u6848\u4ef6\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6bce\u6669\u8aad\u307f\u8fbc\u307f\u3001\u9053\u5177\u3092\u3064\u306a\u3044\u3067\u4ef6\u6570\u3092\u51fa\u3057\u307e\u3059\u3002`unmapped_products` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`unmapped_products` \u304c\u307b\u3068\u3093\u3069\u51fa\u306a\u304f\u306a\u308a\u3001\u6bce\u671d\u306e\u4e00\u89a7\u304b\u3089\u52df\u96c6\u4eba\u3078\u305d\u306e\u307e\u307e\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0197","UC-0123","UC-0435","UC-0144"],"related_articles":[{"id":7489,"slug":"eigyo-ai-agent-hani","title":"\u55b6\u696d\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4f55\u3092\u4efb\u305b\u308b\uff1f\uff5c\u4eba\u304c\u63e1\u308b\u5224\u65ad\u306e\u7dda"},{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":5665,"slug":"eigyo-list-sakusei","title":"\u55b6\u696d\u30ea\u30b9\u30c8\u306f\u8cb7\u308f\u306a\u304f\u3066\u3082\u4f5c\u308c\u308b\uff5c\u516c\u958b\u60c5\u5831\u304b\u3089\u7d44\u3080"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Gmail Trigger \u306e\u30d5\u30a3\u30eb\u30bf\u306b\u3001\u30e9\u30d9\u30eb\u3001Gmail \u306e\u691c\u7d22\u5f0f\u3001\u65e2\u8aad\u30fb\u672a\u8aad\uff08\u65e2\u5b9a\u306f\u672a\u8aad\u306e\u307f\uff09\u3001\u9001\u308a\u4e3b\u306e\u6307\u5b9a\u3001\u8ff7\u60d1\u30e1\u30fc\u30eb\u3068\u3054\u307f\u7bb1\u3092\u542b\u3081\u308b\u304b\u306e\u8a2d\u5b9a\u304c\u3042\u308b\u3053\u3068 | [n8n Docs: Gmail Trigger node](https:\/\/docs.n8n.io\/integrations\/builtin\/trigger-nodes\/n8n-nodes-base.gmailtrigger\/) | 2026-10-06 |\n| Schedule Trigger \u306e cron \u5f0f\u304c `(\u79d2) \u5206 \u6642 \u65e5 \u6708 \u66dc\u65e5` \u3067\u79d2\u306f\u7701\u7565\u3067\u304d\u308b\u3053\u3068\u3002\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8a2d\u5b9a\u3092\u4f7f\u3044\u3001\u81ea\u5206\u3067\u30db\u30b9\u30c8\u3059\u308b\u5834\u5408\u306e\u65e2\u5b9a\u304c America\/New York \u3067\u3042\u308b\u3053\u3068\u3002\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [n8n Docs: Schedule Trigger node](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.scheduletrigger\/) | 2026-10-06 |\n| Extract From File \u30ce\u30fc\u30c9\u306b Extract From PDF\u3001CSV\u3001HTML\u3001XLSX \u306a\u3069\u306e\u64cd\u4f5c\u304c\u3042\u308b\u3053\u3068 | [n8n Docs: Extract From File](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.extractfromfile\/) | 2026-10-06 |\n| Tools Agent \u306b System Message\u3001Max Iterations\uff08\u65e2\u5b9a10\uff09\u3001Return Intermediate Steps\u3001Require Specific Output Format \u304c\u3042\u308a\u3001\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u9053\u5177\u306e\u63a5\u7d9a\u304c\u5fc5\u8981\u306a\u3053\u3068 | [n8n Docs: Tools AI Agent node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/root-nodes\/n8n-nodes-langchain.agent\/tools-agent\/) | 2026-10-06 |\n| Postgres \u30ce\u30fc\u30c9\u306e\u64cd\u4f5c\u304c Delete\u3001Execute Query\u3001Insert\u3001Insert or Update\u3001Select\u3001Update \u3067\u3042\u308b\u3053\u3068\u3002`$1` \u306a\u3069\u306e\u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u5024\u3092 n8n \u304c\u7121\u5bb3\u5316\u3057 SQL \u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3092\u9632\u3050\u3053\u3068\u3002AI\u306e\u9053\u5177\u3068\u3057\u3066\u4f7f\u3048\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092AI\u304c\u8a2d\u5b9a\u3067\u304d\u308b\u3053\u3068 | [n8n Docs: Postgres node](https:\/\/docs.n8n.io\/integrations\/builtin\/app-nodes\/n8n-nodes-base.postgres\/) | 2026-10-06 |\n| Structured Output Parser \u306b\u3001\u4f8b\u304b\u3089\u4f5c\u308b\u65b9\u5f0f\u3068 JSON \u30b9\u30ad\u30fc\u30de\u3067\u5b9a\u7fa9\u3059\u308b\u65b9\u5f0f\u304c\u3042\u308b\u3053\u3068\u3002`$ref` \u306b\u3088\u308b\u53c2\u7167\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068\u3002\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u5fc5\u9808\u306b\u306a\u308b\u3053\u3068 | [n8n Docs: Structured Output Parser node](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/sub-nodes\/n8n-nodes-langchain.outputparserstructured\/) | 2026-10-06 |\n\n**\u304a\u77e5\u3089\u305b\u3084\u5951\u7d04\u306e\u60c5\u5831\u3092\u751f\u6210AI\u3078\u6e21\u3057\u3066\u3088\u3044\u304b\u3001\u5951\u7d04\u8005\u3078\u3069\u3046\u6848\u5185\u3059\u308b\u304b\u306f\u3001\u53d6\u6271\u3046\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u793e\u5185\u306e\u898f\u7a0b\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[],"uc_automation":[134,135,133,136],"uc_industry":[27,26],"uc_department":[38],"uc_task":[60,57],"uc_issue":[71,76,75],"uc_effect":[82,78,85],"uc_ai_function":[96],"class_list":["post-14387","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_automation-make","uc_automation-n8n","uc_automation-power-automate","uc_automation-zapier","uc_industry-insurance","uc_industry-finance","uc_department-sales","uc_task-review-check","uc_task-information-search","uc_issue-short-staffed","uc_issue-slow-decision","uc_issue-missed-deadlines","uc_effect-faster-response","uc_effect-hours-saved","uc_effect-prevent-loss","uc_ai_function-agent"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14387","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14387\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14387"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14387"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14387"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14387"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14387"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14387"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14387"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14387"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14387"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}