{"id":13933,"date":"2026-09-29T17:29:20","date_gmt":"2026-09-29T08:29:20","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/shipment-delay-watch-agent\/"},"modified":"2026-09-29T17:29:20","modified_gmt":"2026-09-29T08:29:20","slug":"shipment-delay-watch-agent","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/shipment-delay-watch-agent\/","title":{"rendered":"\u51fa\u8377\u6e08\u307f\u306e\u8377\u7269\u306e\u914d\u9001\u72b6\u6cc1\u3092\u6bce\u65e5\u898b\u56de\u308a\u3001\u9045\u5ef6\u3084\u6301\u3061\u623b\u308a\u3092\u9867\u5ba2\u304b\u3089\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u308b\u524d\u306b\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u51fa\u8377\u6e08\u307f\u306e\u8377\u7269\u306e\u914d\u9001\u72b6\u6cc1\u3092\u6bce\u65e5\u898b\u56de\u308a\u3001\u9045\u5ef6\u30fb\u6301\u3061\u623b\u308a\u30fb\u4f4f\u6240\u4e0d\u660e\u306a\u3069\u306e\u4f8b\u5916\u304c\u51fa\u305f\u8377\u7269\u3092\u62fe\u3044\u307e\u3059\u3002AI\u304c\u53d7\u6ce8\u3068\u9867\u5ba2\u3092\u8abf\u3079\u3066\u3001\u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u6848\u3068\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308a\u3001\u8377\u7269\u3054\u3068\u306e\u8abf\u3079\u7269\u3068\u6587\u9762\u4f5c\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0291","platform_main":"n8n","publish_date":"","last_updated":"2026-09-29","tech_verified_date":"2026-09-29","trigger":"**Schedule Trigger \u3067\u3001\u6bce\u65e58\u664230\u5206\u306813\u664230\u5206\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** Schedule Trigger \u306f\u79d2\u30fb\u5206\u30fb\u6642\u9593\u30fb\u65e5\u30fb\u9031\u30fb\u6708\u306e\u9593\u9694\u3068\u3001cron \u5f0f\u3067\u306e\u6307\u5b9a\u304c\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30021\u65e52\u56de\u306b\u3059\u308b\u306e\u306f\u3001\u671d\u306e\u5206\u3067\u524d\u65e5\u591c\u307e\u3067\u306e\u72b6\u6cc1\u3092\u3001\u663c\u904e\u304e\u306e\u5206\u3067\u5348\u524d\u4e2d\u306e\u914d\u9054\u306e\u7d50\u679c\u3092\u62fe\u3046\u305f\u3081\u3067\u3059\u3002\n\n**\u6642\u523b\u306e\u57fa\u6e96\u3092\u5fc5\u305a\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u3092\u3001\u306a\u3051\u308c\u3070 n8n \u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3046\u3068\u3055\u308c\u3001**\u81ea\u524d\u3067\u52d5\u304b\u3059\u5834\u5408\u306e\u65e2\u5b9a\u306f America\/New York** \u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002** \u5fd8\u308c\u308b\u3068\u3001\u671d\u306e\u898b\u56de\u308a\u304c\u591c\u4e2d\u306b\u52d5\u304d\u307e\u3059\u3002\n\n**\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002** Schedule \u30ce\u30fc\u30c9\u3092\u30c8\u30ea\u30ac\u30fc\u306b\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3059\u308b\u3088\u3046\u6ce8\u610f\u66f8\u304d\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001n8n 2.36 \u4ee5\u964d\u3067\u306f\u3001**\u4e88\u5b9a\u306e\u6642\u523b\u306b\u52d5\u3051\u306a\u304b\u3063\u305f\u5b9f\u884c\u3092\u3069\u3046\u6271\u3046\u304b**\uff08\u6368\u3066\u308b\u3001\u76f4\u8fd1\u306e1\u56de\u3060\u3051\u52d5\u304b\u3059\u3001\u53d6\u308a\u3053\u307c\u3057\u305f\u5206\u3092\u500b\u5225\u306b\u52d5\u304b\u3059\uff09\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u300c\u76f4\u8fd1\u306e1\u56de\u3060\u3051\u300d\u3092\u9078\u3073\u307e\u3059\u3002** \u898b\u56de\u308a\u306f\u6700\u65b0\u306e\u72b6\u6cc1\u3092\u898b\u308c\u3070\u8db3\u308a\u3001\u53e4\u3044\u56de\u3092\u7a4d\u307f\u76f4\u3059\u610f\u5473\u304c\u306a\u3044\u304b\u3089\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u914d\u9001\u72b6\u6cc1 | \u8ffd\u8de1\u756a\u53f7\u3001\u72b6\u6cc1\u306e\u533a\u5206\u3068\u8a00\u3044\u56de\u3057\u3001\u65e5\u6642\u3001\u55b6\u696d\u6240 | \u904b\u9001\u4f1a\u793e\u306e\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u51fa\u529b\u3067\u304d\u308b\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf |\n| \u51fa\u8377\u5b9f\u7e3e | \u51fa\u8377\u65e5\u3001\u8ffd\u8de1\u756a\u53f7\u3001\u904b\u9001\u4f1a\u793e\u3001\u6ce8\u6587\u756a\u53f7\u3001\u500b\u53e3\u6570 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0f\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u53d7\u6ce8\u3068\u9867\u5ba2 | \u6ce8\u6587\u756a\u53f7\u3001\u9867\u5ba2\u3001\u304a\u5c4a\u3051\u5148\u3001\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3001\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3001\u5546\u54c1 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u9053\u5177\u3067\u7167\u4f1a\uff09 |\n| \u554f\u3044\u5408\u308f\u305b\u5c65\u6b74 | \u305d\u306e\u9867\u5ba2\u30fb\u305d\u306e\u6ce8\u6587\u306b\u3064\u3044\u3066\u306e\u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b | \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u9053\u5177\u3067\u7167\u4f1a\uff09 |\n| \u9023\u7d61\u306e\u65b9\u91dd | \u4f8b\u5916\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u9023\u7d61\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u4f55\u65e5\u5f85\u3064\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u65b9\u91dd\u8868 |\n| \u4f8b\u5916\u53f0\u5e33 | \u524d\u56de\u307e\u3067\u306b\u62fe\u3063\u305f\u8377\u7269\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u533a\u5206\u30fb\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u65b9\u91dd\u304c\u7121\u3051\u308c\u3070\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u5ff5\u306e\u305f\u3081\u5168\u90e8\u9023\u7d61\u3059\u308b\u300d\u5074\u306b\u5012\u308c\u3001\u53f0\u5e33\u304c\u7121\u3051\u308c\u3070\u540c\u3058\u8377\u7269\u3092\u6bce\u56de\u65b0\u3057\u3044\u4f8b\u5916\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u4e8c\u91cd\u306e\u9023\u7d61\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u9867\u5ba2\u304c\u3059\u3067\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u8377\u7269\u306f UC-0045 \u306e\u3088\u3046\u306a\u53d7\u4ed8\u5074\u306e\u5bfe\u5fdc\u306b\u4e57\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u3053\u3078\u5225\u306e\u9023\u7d61\u3092\u9001\u308b\u3068\u3001\u9867\u5ba2\u306e\u3082\u3068\u306b\u9055\u3046\u62c5\u5f53\u8005\u304b\u3089\u9055\u3046\u6587\u9762\u304c2\u901a\u5c4a\u304d\u307e\u3059\u3002**","data_source":"**\u914d\u9001\u72b6\u6cc1\u306f\u3001\u904b\u9001\u4f1a\u793e\u3054\u3068\u306b1\u672c\u305a\u3064\u53d6\u308a\u8fbc\u307f\u306e\u679d\u3092\u4f5c\u308a\u307e\u3059\u3002** CSV\u3067\u53d7\u3051\u53d6\u308b\u5951\u7d04\u306a\u3089\u6c7a\u307e\u3063\u305f\u4fdd\u7ba1\u5834\u6240\u304b\u3089\u8aad\u307f\u3001API\u3067\u53d7\u3051\u53d6\u308b\u5951\u7d04\u306a\u3089\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\u547c\u3073\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3080\u7bc4\u56f2\u306f\u3001\u51fa\u8377\u304b\u3089\u4e00\u5b9a\u65e5\u6570\uff08\u4f8b\uff1a14\u65e5\uff09\u4ee5\u5185\u3067\u3001\u307e\u3060\u914d\u9054\u5b8c\u4e86\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u8377\u7269\u3067\u3059\u3002** \u914d\u9054\u5b8c\u4e86\u306e\u8377\u7269\u3092\u6bce\u56de\u8aad\u3080\u3068\u3001\u4ef6\u6570\u304c\u5897\u3048\u308b\u3060\u3051\u3067\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u914d\u9001\u72b6\u6cc1\u306e\u533a\u5206\u3068\u65e5\u6642 | \u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf | \u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057\u3001\u6700\u7d42\u66f4\u65b0\u304b\u3089\u306e\u7d4c\u904e\u6642\u9593 |\n| \u51fa\u8377\u65e5\u3068\u8ffd\u8de1\u756a\u53f7 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u4e88\u5b9a\u65e5\u306e\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u306b\u51fa\u3066\u3053\u306a\u3044\u8377\u7269\u306e\u691c\u77e5 |\n| \u53d7\u6ce8\u30fb\u9867\u5ba2\u30fb\u540c\u68b1 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u9053\u5177\uff09 | \u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u306e\u7279\u5b9a |\n| \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b | \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u9053\u5177\uff09 | \u4e8c\u91cd\u306e\u9023\u7d61\u306e\u9632\u6b62 |\n\n**\u51fa\u8377\u5b9f\u7e3e\u3092\u5148\u306b\u8aad\u307f\u3001\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u9006\u306b\u3059\u308b\u3068\u3001**\u51fa\u8377\u3057\u305f\u306e\u306b\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u306b\u4e00\u5ea6\u3082\u51fa\u3066\u3053\u306a\u3044\u8377\u7269**\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u96c6\u8377\u306e\u6f0f\u308c\u3084\u8ffd\u8de1\u756a\u53f7\u306e\u6253\u3061\u9593\u9055\u3044\u306f\u3001\u3053\u306e\u5411\u304d\u3067\u3057\u304b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\u53d7\u6ce8\u3068\u9867\u5ba2\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5192\u982d\u3067\u306f\u8aad\u307f\u307e\u305b\u3093\u3002** \u4f8b\u5916\u306e\u51fa\u305f\u8377\u7269\u306b\u3064\u3044\u3066\u3060\u3051\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u5f15\u304d\u307e\u3059\u3002**12,000\u500b\u5206\u306e\u9867\u5ba2\u60c5\u5831\u3092\u6bce\u56de\u751f\u6210AI\u3078\u6e21\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002**","preprocessing":"1. **\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u904b\u9001\u4f1a\u793e\u3054\u3068\u306e\u72b6\u6cc1\u3092\u3001`in_transit` \uff0f `delivered` \uff0f `absent_returned` \uff0f `address_unknown` \uff0f `held_at_depot` \uff0f `damaged` \uff0f `returning_to_sender` \uff0f `unknown` \u306e\u5171\u901a\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u8a00\u3044\u56de\u3057\u306f `unknown` \u306b\u3057\u307e\u3059\n2. **\u6700\u7d42\u66f4\u65b0\u304b\u3089\u306e\u7d4c\u904e\u6642\u9593\u306e\u8a08\u7b97** \u2026 \u72b6\u6cc1\u304c\u6700\u5f8c\u306b\u5909\u308f\u3063\u305f\u6642\u523b\u304b\u3089\u3001\u4eca\u307e\u3067\u306e\u6642\u9593\u3092\u51fa\u3057\u307e\u3059\n3. **\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u8a08\u7b97** \u2026 \u51fa\u8377\u65e5\u3068\u914d\u9001\u5148\u306e\u5730\u57df\u304b\u3089\u3001\u81ea\u793e\u306e\u6a19\u6e96\u306e\u65e5\u6570\u3067\u4e88\u5b9a\u65e5\u3092\u51fa\u3057\u307e\u3059\n4. **\u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057** \u2026 \u5171\u901a\u533a\u5206\u3068\u7d4c\u904e\u6642\u9593\u3001\u4e88\u5b9a\u65e5\u304b\u3089\u3001\u898f\u5247\u3067\u62fe\u3044\u307e\u3059\n5. **\u51fa\u8377\u5b9f\u7e3e\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u51fa\u8377\u304b\u3089\u4e00\u5b9a\u6642\u9593\u3092\u904e\u304e\u3066\u3082\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u306b\u51fa\u3066\u3053\u306a\u3044\u8377\u7269\u3092\u3001`not_scanned` \u3068\u3057\u3066\u62fe\u3044\u307e\u3059\n6. **\u4f8b\u5916\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u540c\u3058\u8ffd\u8de1\u756a\u53f7\u30fb\u540c\u3058\u533a\u5206\u3067\u524d\u56de\u3059\u3067\u306b\u4e0a\u3052\u305f\u3082\u306e\u306f\u5916\u3057\u3001\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u3068\u65b0\u3057\u3044\u3082\u306e\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n7. **\u4ef6\u6570\u306e\u78ba\u8a8d** \u2026 \u6b8b\u3063\u305f\u4ef6\u6570\u304c\u666e\u6bb5\u306e\u6570\u500d\u306a\u3089\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3055\u305a\u306b\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u307e\u3059\n\n**1\u756a\u76ee\u3067\u3001AI\u306b\u8a00\u3044\u56de\u3057\u3092\u89e3\u91c8\u3055\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u8868\u3067\u7f6e\u304d\u63db\u3048\u3001**\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u3082\u306e\u306f `unknown` \u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u3001\u5bfe\u5fdc\u8868\u306e\u307b\u3046\u3092\u76f4\u3057\u307e\u3059\u3002** AI\u306b\u89e3\u91c8\u3055\u305b\u308b\u3068\u3001\u540c\u3058\u8a00\u3044\u56de\u3057\u304c\u65e5\u306b\u3088\u3063\u3066\u5225\u306e\u533a\u5206\u306b\u306a\u308a\u307e\u3059\u3002\n\n**7\u756a\u76ee\u306f\u3001\u5927\u96ea\u3084\u53f0\u98a8\u306e\u65e5\u306e\u305f\u3081\u3067\u3059\u3002** \u4e00\u3064\u306e\u5730\u57df\u306e\u8377\u7269\u304c\u4e00\u6589\u306b\u9045\u308c\u305f\u65e5\u306f\u3001**\u500b\u5225\u306e\u6587\u6848\u3067\u306f\u306a\u304f\u3001\u307e\u3068\u3081\u3066\u306e\u304a\u77e5\u3089\u305b\u3092\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u4f8b\u5916\u306e\u51fa\u305f\u8377\u72691\u4ef6\u3054\u3068\u306b\u3001\u5fc5\u8981\u306a\u7167\u4f1a\u3092\u9078\u3093\u3067\u4e8b\u5b9f\u3092\u96c6\u3081\u3001\u6b21\u306e5\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| \u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2 | \u305d\u306e\u8377\u7269\u306b\u5165\u3063\u3066\u3044\u308b\u6ce8\u6587\u3001\u540c\u3058\u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u306e\u72b6\u6cc1 |\n| \u4f8b\u5916\u306e\u610f\u5473 | \u5f85\u3066\u3070\u7247\u4ed8\u304f\u304b\u3001\u8ab0\u304b\u304c\u52d5\u304b\u306a\u3044\u3068\u7247\u4ed8\u304b\u306a\u3044\u304b |\n| \u9023\u7d61\u306e\u8981\u5426 | \u65b9\u91dd\u8868\u306b\u7167\u3089\u3057\u3066\u3001\u4eca\u9023\u7d61\u3059\u308b\u304b\u3001\u4f55\u65e5\u5f85\u3064\u304b\u3001\u9023\u7d61\u3057\u306a\u3044\u304b |\n| \u5bfe\u5fdc\u5148 | \u9867\u5ba2\uff0f\u904b\u9001\u4f1a\u793e\uff0f\u5009\u5eab\uff0f\u5bfe\u5fdc\u4e0d\u8981 |\n| \u6587\u6848 | \u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u6848\u3068\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u8d77\u7968\u6848 |\n\n**\u9053\u5177\u306e\u9078\u3073\u65b9\u304c\u3001\u8377\u7269\u3054\u3068\u306b\u9055\u3046\u306e\u304c\u3053\u306e\u984c\u6750\u3067\u3059\u3002** \u4f4f\u6240\u4e0d\u660e\u306a\u3089\u53d7\u6ce8\u306e\u4f4f\u6240\u306e\u5165\u529b\u5185\u5bb9\u3092\u5f15\u304d\u307e\u3059\u3002\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u305f\u8377\u7269\u306a\u3089\u3001\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3068\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3092\u898b\u307e\u3059\u30022\u500b\u53e3\u306e\u7247\u65b9\u3060\u3051\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u306a\u3089\u3001\u3082\u3046\u7247\u65b9\u306e\u72b6\u6cc1\u3092\u5f15\u304d\u307e\u3059\u3002**\u3069\u308c\u3092\u5f15\u304f\u304b\u3092\u6c7a\u3081\u3066\u304b\u3089\u5f15\u304f\u306e\u3067\u3001\u56fa\u5b9a\u306e\u624b\u9806\u3067\u5168\u90e8\u3092\u5f15\u304f\u3088\u308a\u7167\u4f1a\u304c\u5c11\u306a\u304f\u6e08\u307f\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u9867\u5ba2\u3078\u306e\u9001\u4fe1\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u9023\u7d61 | \u9867\u5ba2\u3068\u53d6\u5f15\u5148\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u884c\u3046 |\n| \u518d\u914d\u9054\u306e\u4f9d\u983c\u3001\u4f4f\u6240\u306e\u5909\u66f4\u3001\u518d\u9001\u306e\u624b\u914d | \u53d6\u308a\u6d88\u3057\u306e\u52b9\u304b\u306a\u3044\u64cd\u4f5c\u3002\u9053\u5177\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u9650\u308b |\n| \u9045\u308c\u306e\u539f\u56e0\u306e\u65ad\u5b9a | \u914d\u9001\u72b6\u6cc1\u306e\u30c7\u30fc\u30bf\u306b\u539f\u56e0\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 |\n| \u304a\u8a6b\u3073\u306e\u54c1\u3084\u88dc\u511f\u306e\u7d04\u675f | \u81ea\u793e\u306e\u65b9\u91dd\u3068\u4eba\u306e\u5224\u65ad\u3067\u6c7a\u3081\u308b |\n| \u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u65b0\u3057\u3044\u7d04\u675f | \u904b\u9001\u4f1a\u793e\u304b\u3089\u78ba\u5b9a\u306e\u60c5\u5831\u304c\u7121\u3044\u65e5\u4ed8\u3092\u66f8\u304b\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5929\u5019\u306e\u5f71\u97ff\u3067\u300d\u3068\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306b\u3042\u308b\u306e\u306f\u72b6\u6cc1\u3068\u65e5\u6642\u3060\u3051\u3067\u3059\u3002**\u5206\u304b\u3089\u306a\u3044\u539f\u56e0\u3092\u66f8\u3044\u305f\u6587\u9762\u306f\u3001\u9867\u5ba2\u304c\u5225\u306e\u7d4c\u8def\u3067\u9055\u3046\u4e8b\u60c5\u3092\u77e5\u3063\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u307e\u307e\u4e0d\u4fe1\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u9053\u5177\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u9650\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u571f\u53f0\u3067\u3059\u3002** n8n \u306e AI Agent \u30ce\u30fc\u30c9\u306b\u306f\u3001**\u7279\u5b9a\u306e\u9053\u5177\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u4eba\u306e\u627f\u8a8d\u3092\u6c42\u3081\u308b**\u4ed5\u7d44\u307f\u304c\u3042\u308a\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u4fe1\u3084\u8a18\u9332\u306e\u5909\u66f4\u306e\u3088\u3046\u306a\u64cd\u4f5c\u306b\u5411\u304f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u3082\u672c\u8a18\u4e8b\u3067\u306f\u3001**\u66f8\u304d\u8fbc\u3080\u9053\u5177\u305d\u306e\u3082\u306e\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6301\u305f\u305b\u307e\u305b\u3093\u3002** \u4e0b\u66f8\u304d\u3092\u7f6e\u304f\u306e\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u306e\u3001\u898f\u5247\u3067\u52d5\u304f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306fEC\u4e8b\u696d\u8005\u306e\u7269\u6d41\u30c1\u30fc\u30e0\u3067\u3001\u914d\u9001\u306b\u4f8b\u5916\u304c\u51fa\u305f\u8377\u7269\u306e\u5bfe\u5fdc\u3092\u6e96\u5099\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8377\u72691\u4ef6\u306b\u3064\u3044\u3066\u3001\u9053\u5177\u3067\u4e8b\u5b9f\u3092\u96c6\u3081\u3001\u6c7a\u3081\u3089\u308c\u305f\u5f62\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4f7f\u3048\u308b\u9053\u5177\u3011\n- lookup_order_by_tracking\uff1a\u8ffd\u8de1\u756a\u53f7\u304b\u3089\u6ce8\u6587\u30fb\u9867\u5ba2\u30fb\u304a\u5c4a\u3051\u5148\u30fb\u6307\u5b9a\u65e5\u3092\u5f15\u304f\n- list_parcels_of_order\uff1a\u540c\u3058\u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u3068\u3001\u305d\u306e\u914d\u9001\u72b6\u6cc1\u3092\u5f15\u304f\n- find_open_inquiries\uff1a\u305d\u306e\u9867\u5ba2\u30fb\u305d\u306e\u6ce8\u6587\u306e\u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5f15\u304f\n- get_contact_policy\uff1a\u4f8b\u5916\u306e\u533a\u5206\u3054\u3068\u306e\u9023\u7d61\u65b9\u91dd\u3092\u5f15\u304f\n\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002get_contact_policy \u306f\u5fc5\u305a\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u65ad\u306e\u624b\u9806\u3011\n1. \u8377\u7269\u306b\u5165\u3063\u3066\u3044\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u3092\u7279\u5b9a\u3059\u308b\u3002\u7279\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u6b62\u3081\u3066 needs_human\n2. \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u3042\u308c\u3070\u3001\u9023\u7d61\u6587\u6848\u306f\u4f5c\u3089\u305a contact \u3092 skip_inquiry_open \u306b\u3059\u308b\n3. \u9023\u7d61\u65b9\u91dd\u306b\u7167\u3089\u3057\u3066\u3001contact \u3092 now \uff0f wait \uff0f none \u304b\u3089\u9078\u3076\n4. \u5bfe\u5fdc\u5148\u3092 customer \uff0f carrier \uff0f warehouse \uff0f none \u304b\u3089\u9078\u3076\uff08\u8907\u6570\u53ef\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u9045\u308c\u3084\u6301\u3061\u623b\u308a\u306e\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u306b\u539f\u56e0\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n- \u65b0\u3057\u3044\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u904b\u9001\u4f1a\u793e\u304b\u3089\u306e\u78ba\u5b9a\u306e\u60c5\u5831\u304c\u306a\u3044\u9650\u308a\u300c\u4e0d\u660e\u300d\u3067\u3059\u3002\n- \u304a\u8a6b\u3073\u306e\u54c1\u3001\u9001\u6599\u306e\u8fd4\u91d1\u3001\u88dc\u511f\u3092\u7d04\u675f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6240\u306e\u8aa4\u308a\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u78ba\u8a8d\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9053\u5177\u304c\u8fd4\u3057\u305f\u5185\u5bb9\u306b\u7121\u3044\u4e8b\u5b9f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306f contact \u3092 now \u306b\u305b\u305a\u3001needs_human \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9867\u5ba2\u3078\u306e\u6587\u6848\u306b\u306f\u3001\u6ce8\u6587\u756a\u53f7\u3068\u5546\u54c1\u540d\u3001\u4eca\u308f\u304b\u3063\u3066\u3044\u308b\u72b6\u6cc1\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8377\u7269\u3011{parcel}\n\u3010\u5171\u901a\u533a\u5206\u3068\u7d4c\u904e\u6642\u9593\u3011{status}\n\u3010\u524d\u56de\u307e\u3067\u306e\u8a18\u9332\u3011{ledger_entry}\n```\n\n**\u300c\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u300d\u300c\u4e88\u5b9a\u65e5\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u72ec\u7acb\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u6587\u6848\u304c\u4e01\u5be7\u306b\u306a\u308b\u307b\u3069\u4e21\u65b9\u3092\u66f8\u304d\u8db3\u3059\u304b\u3089\u3067\u3059\u3002** \u9867\u5ba2\u306b\u5b89\u5fc3\u3057\u3066\u3082\u3089\u304a\u3046\u3068\u3059\u308b\u6587\u9762\u306f\u3001\u81ea\u7136\u306b\u300c\u660e\u65e5\u306b\u306f\u304a\u5c4a\u3051\u306e\u898b\u8fbc\u307f\u3067\u3059\u300d\u3068\u7d9a\u304d\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u66f8\u304f\u66f8\u304d\u65b9\u305d\u306e\u3082\u306e\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"tracking_no\": \"\",\n  \"carrier\": \"\",\n  \"exception_type\": \"absent_returned | address_unknown | held_at_depot | damaged | delayed | not_scanned | unknown\",\n  \"orders\": [\n    { \"order_no\": \"\", \"customer_id\": \"\", \"delivery_date_requested\": \"\", \"is_gift\": false }\n  ],\n  \"other_parcels\": [ { \"tracking_no\": \"\", \"status\": \"\" } ],\n  \"open_inquiry\": false,\n  \"contact\": \"now | wait | none | skip_inquiry_open\",\n  \"wait_until\": \"\",\n  \"route_to\": [\"customer | carrier | warehouse | none\"],\n  \"customer_draft\": \"\",\n  \"ticket_draft\": { \"to\": \"\", \"summary\": \"\", \"facts\": [] },\n  \"tools_used\": [],\n  \"needs_human\": false,\n  \"reason\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u898f\u5247\u3067\u5f8c\u6bb5\u3092\u632f\u308a\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `contact` \u304c `now` \u306e\u3082\u306e\u3060\u3051\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u4e0b\u66f8\u304d\u3092\u7f6e\u304d\u3001`route_to` \u306b `carrier` \u304c\u3042\u308b\u3082\u306e\u3060\u3051\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u8d77\u7968\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002**\u632f\u308a\u5206\u3051\u3092\u6587\u7ae0\u304b\u3089\u8aad\u307f\u53d6\u3089\u305b\u308b\u3068\u3001\u540c\u3058\u6587\u3067\u3082\u65e5\u306b\u3088\u3063\u3066\u5206\u5c90\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u51fa\u529b\u3092\u70b9\u691c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** Structured Output Parser \u306f JSON Schema \u306b\u57fa\u3065\u3044\u3066\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8fd4\u3059\u3068\u3055\u308c\u3001**JSON\u306e\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u306e\u53c2\u7167\uff08`$ref`\uff09\u306f\u4f7f\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u30011\u3064\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5e73\u305f\u304f\u66f8\u304d\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`tools_used` \u3067\u4f55\u3092\u8abf\u3079\u305f\u304b\u304c\u6b8b\u308b\u3053\u3068\u3067\u3059\u3002** \u4f4f\u6240\u4e0d\u660e\u306a\u306e\u306b\u53d7\u6ce8\u306e\u4f4f\u6240\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u30012\u500b\u53e3\u306a\u306e\u306b\u4ed6\u306e\u8377\u7269\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u8abf\u3079\u6f0f\u308c\u3092\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u898f\u5247\u3067\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u70b9\u691c\u306e\u898f\u5247 | \u5f15\u3063\u304b\u304b\u3063\u305f\u3089 |\n|:--|:--|\n| `orders` \u304c\u7a7a | `needs_human` |\n| `contact` \u304c `now` \u306a\u306e\u306b `customer_draft` \u304c\u7a7a | `needs_human` |\n| `customer_draft` \u306b\u65e5\u4ed8\u3089\u3057\u3044\u6587\u5b57\u5217\u304c\u3042\u308b | `needs_human`\uff08\u4e88\u5b9a\u65e5\u306e\u66f8\u304d\u8db3\u3057\u3092\u7591\u3046\uff09 |\n| `exception_type` \u304c\u524d\u51e6\u7406\u306e\u533a\u5206\u3068\u9055\u3046 | \u524d\u51e6\u7406\u306e\u533a\u5206\u3092\u6b63\u3068\u3057\u3001`needs_human` |\n| `address_unknown` \u306a\u306e\u306b `tools_used` \u306b\u53d7\u6ce8\u306e\u7167\u4f1a\u304c\u7121\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_human` |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf | CSV\u306e\u8aad\u307f\u8fbc\u307f\u3001\u307e\u305f\u306fAPI\uff08\u5951\u7d04\u306b\u3088\u308b\uff09 | \u8ffd\u8de1\u756a\u53f7\u3054\u3068\u306e\u72b6\u6cc1\u3068\u65e5\u6642 |\n| \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08Call n8n Workflow Tool \u306e\u5148\u3067\u7167\u4f1a\uff09 | \u6ce8\u6587\u30fb\u9867\u5ba2\u30fb\u304a\u5c4a\u3051\u5148\u30fb\u540c\u68b1 |\n| \u30d8\u30eb\u30d7\u30c7\u30b9\u30af | \u8aad\u307f\u53d6\u308a\u3068\u4e0b\u66f8\u304d\u306e\u4f5c\u6210 | \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u7167\u4f1a\u3001\u9023\u7d61\u6587\u6848\u306e\u4e0b\u66f8\u304d |\n| \u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406 | \u8d77\u7968\u6848\u306e\u4f5c\u6210 | \u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3001\u518d\u9001\u306e\u624b\u914d |\n| \u4f8b\u5916\u53f0\u5e33 | \u8aad\u307f\u66f8\u304d | \u524d\u56de\u307e\u3067\u306e\u8a18\u9332\u3068\u3001\u4eca\u56de\u306e\u7d50\u679c |\n\n**\u9053\u5177\u306e\u5148\u306e\u5c0f\u3055\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u5165\u529b\u3092\u8ffd\u8de1\u756a\u53f7\u304b\u6ce8\u6587\u756a\u53f7\u306b\u9650\u308a\u307e\u3059\u3002** Call n8n Workflow Tool \u306f\u3001\u5165\u529b\u306e\u5024\u3092\u56fa\u5b9a\u5024\u30fb\u5f0f\u30fbAI\u306b\u57cb\u3081\u3055\u305b\u308b\u5024\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u6c7a\u3081\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u9867\u5ba2ID\u3084\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u691c\u7d22\u3067\u304d\u308b\u9053\u5177\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5225\u306e\u9867\u5ba2\u306e\u60c5\u5831\u307e\u3067\u5f15\u3051\u308b\u7d4c\u8def\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3078\u306f\u4e0b\u66f8\u304d\u3068\u3057\u3066\u7f6e\u304d\u3001\u9001\u4fe1\u306f\u3057\u307e\u305b\u3093\u3002** \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u904b\u9001\u4f1a\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`contact` \u304c `now` \u306e\u3082\u306e\u3001`route_to` \u306b `carrier` \u304b `warehouse` \u304c\u3042\u308b\u3082\u306e\u3001`needs_human` \u306e\u3082\u306e\u3067\u3059\u3002** `wait` \u3068 `none` \u306f\u3001\u4ef6\u6570\u3068\u533a\u5206\u3092\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u6ce8\u6587\u3092\u7279\u5b9a\u3067\u304d\u306a\u3044\u3001\u533a\u5206\u304c `unknown`\u3001\u70b9\u691c\u306e\u898f\u5247\u306b\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\n2. **\u6587\u6848\u306e\u4e8b\u5b9f\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6ce8\u6587\u756a\u53f7\u30fb\u5546\u54c1\u540d\u30fb\u72b6\u6cc1\u304c\u3001\u53d7\u6ce8\u3068\u914d\u9001\u72b6\u6cc1\u306e\u30c7\u30fc\u30bf\u3068\u5408\u3063\u3066\u3044\u308b\u304b\n3. **\u9001\u308b** \u2026 \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n4. **\u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3068\u518d\u9001\u3092\u624b\u914d\u3059\u308b** \u2026 \u8d77\u7968\u6848\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u30c1\u30b1\u30c3\u30c8\u3068\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\n5. **\u5224\u65ad\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 `wait` \u3092 `now` \u306b\u5909\u3048\u305f\u3001\u9023\u7d61\u3092\u3084\u3081\u305f\u3001\u306a\u3069\u3092\u6b8b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u65b9\u91dd\u8868\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u533a\u5206\u3067\u4f55\u5ea6\u3082\u8986\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u65b9\u91dd\u8868\u306e\u5f85\u3064\u65e5\u6570\u304c\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u7d42\u308f\u308b `wait` \u3068 `none` \u304c\u534a\u5206\u307b\u3069\u3001\u6587\u6848\u3092\u76f4\u3057\u3066\u9001\u308b\u3082\u306e\u3068\u624b\u914d\u306e\u8981\u308b\u3082\u306e\u304c\u6b8b\u308a\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3001\u7a7a\u3067\u3042\u308b | \u305d\u306e\u904b\u9001\u4f1a\u793e\u306e\u5206\u3092\u6b62\u3081\u3001\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u308b\u3002**\u524d\u56de\u306e\u30c7\u30fc\u30bf\u3067\u5224\u5b9a\u3057\u306a\u3044** |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057 | `unknown` \u3068\u3057\u3066\u4eba\u3078\u3002\u5bfe\u5fdc\u8868\u306b\u8ffd\u8a18\u3059\u308b |\n| \u8ffd\u8de1\u756a\u53f7\u304b\u3089\u6ce8\u6587\u304c\u5f15\u3051\u306a\u3044 | `needs_human`\u3002**\u6253\u3061\u9593\u9055\u3044\u3068\u5225\u9001\u306e\u8377\u7269\u3092\u7591\u3046** |\n| 1\u500b\u306e\u8377\u7269\u306b\u8907\u6570\u306e\u6ce8\u6587\u304c\u540c\u68b1 | `orders` \u306b\u5168\u90e8\u3092\u4e26\u3079\u3001\u9867\u5ba2\u304c\u9055\u3048\u3070\u6587\u6848\u3092\u5206\u3051\u308b |\n| \u9867\u5ba2\u304c\u3059\u3067\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u3044\u308b | `skip_inquiry_open`\u3002\u53d7\u4ed8\u5074\u306e\u62c5\u5f53\u8005\u306b\u72b6\u6cc1\u3060\u3051\u3092\u6e21\u3059 |\n| \u4f8b\u5916\u306e\u4ef6\u6570\u304c\u666e\u6bb5\u306e\u6570\u500d | \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3055\u305a\u3001\u307e\u3068\u3081\u3066\u306e\u304a\u77e5\u3089\u305b\u3092\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u7e70\u308a\u8fd4\u3057\u306e\u4e0a\u9650\u306b\u9054\u3057\u305f | `needs_human` \u3068\u3057\u3066\u6b8b\u3057\u3001\u305d\u306e\u56de\u306e\u9014\u4e2d\u7d4c\u904e\u3092\u4fdd\u5b58\u3059\u308b |\n| \u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u4f8b\u5916\u53f0\u5e33\u306b\u672a\u51e6\u7406\u3068\u3057\u3066\u6b8b\u3057\u3001\u6b21\u306e\u56de\u3067\u62fe\u3044\u76f4\u3059 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u307e\u3067\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u30c7\u30fc\u30bf\u306e\u53d7\u3051\u6e21\u3057\u3068\u3001\u8ffd\u8de1\u756a\u53f7\u306e\u8a18\u9332\u306e\u554f\u984c\u3067\u3059\u3002** \u3053\u3053\u3092\u76f4\u3059\u307b\u3046\u304c\u3001\u5224\u65ad\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u53d6\u308a\u8fbc\u3093\u3060\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3068\u51fa\u8377\u5b9f\u7e3e\u306e\u3001\u56de\u3054\u3068\u306e\u4ef6\u6570\u3068\u53d6\u308a\u8fbc\u307f\u6642\u523b\n- \u4f8b\u5916\u3068\u3057\u3066\u62fe\u3063\u305f\u8377\u7269\u3068\u3001\u524d\u51e6\u7406\u3067\u4ed8\u3051\u305f\u5171\u901a\u533a\u5206\n- **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u547c\u3093\u3060\u9053\u5177\u3068\u3001\u305d\u306e\u7d50\u679c**\uff08`tools_used` \u3068\u9014\u4e2d\u7d4c\u904e\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\uff08JSON\u306e\u5168\u6587\uff09\u3068\u3001\u70b9\u691c\u306e\u898f\u5247\u306e\u7d50\u679c\n- **\u4eba\u304c\u5224\u65ad\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u9001\u3063\u305f\u6587\u9762\u3001\u9001\u3063\u305f\u65e5\u6642\n- \u4f8b\u5916\u53f0\u5e33\uff08\u8ffd\u8de1\u756a\u53f7\u30fb\u533a\u5206\u30fb\u9023\u7d61\u306e\u6709\u7121\u30fb\u5bfe\u5fdc\u5148\u30fb\u5b8c\u4e86\u65e5\uff09\n\n**3\u3064\u76ee\u306e\u9014\u4e2d\u7d4c\u904e\u306f\u3001AI Agent \u30ce\u30fc\u30c9\u306e Return Intermediate Steps \u3067\u51fa\u529b\u306b\u542b\u3081\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u9053\u5177\u3092\u3001\u3069\u306e\u9806\u3067\u547c\u3093\u3060\u304b\u304c\u6b8b\u308b\u306e\u3067\u3001**\u300c\u306a\u305c\u3053\u306e\u8377\u7269\u306f\u9023\u7d61\u3057\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u306e\u304b\u300d\u3092\u5f8c\u304b\u3089\u8ffd\u3048\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":15,"after_minutes_per_case":4,"hourly_cost":3000,"before_hours_month":90,"after_hours_month":24,"saved_hours_month":66,"reduction_rate":73,"saved_hours_year":792,"annual_cost_effect":2376000,"summary":"\u51fa\u8377\u6e08\u307f\u306e\u8377\u7269\u306e\u914d\u9001\u72b6\u6cc1\u3092\u6bce\u65e5\u898b\u56de\u308a\u3001\u9045\u5ef6\u30fb\u6301\u3061\u623b\u308a\u30fb\u4f4f\u6240\u4e0d\u660e\u306a\u3069\u306e\u4f8b\u5916\u304c\u51fa\u305f\u8377\u7269\u3092\u62fe\u3044\u307e\u3059\u3002AI\u304c\u53d7\u6ce8\u3068\u9867\u5ba2\u3092\u8abf\u3079\u3066\u3001\u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u6848\u3068\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308a\u3001\u8377\u7269\u3054\u3068\u306e\u8abf\u3079\u7269\u3068\u6587\u9762\u4f5c\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002","before_flow":"1. \u9867\u5ba2\u304b\u3089\u300c\u5c4a\u304b\u306a\u3044\u300d\u300c\u307e\u3060\u6765\u306a\u3044\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b\n2. \u6ce8\u6587\u756a\u53f7\u304b\u3089\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u8ffd\u8de1\u756a\u53f7\u3092\u8abf\u3079\u308b\u30021\u3064\u306e\u6ce8\u6587\u3067\u8377\u7269\u304c\u8907\u6570\u306b\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u5168\u90e8\u3092\u8abf\u3079\u308b\n3. \u904b\u9001\u4f1a\u793e\u306e\u7ba1\u7406\u753b\u9762\u304b\u8ffd\u8de1\u30da\u30fc\u30b8\u3067\u3001\u8377\u7269\u3054\u3068\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\n4. \u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u304b\u3089\u3001\u6301\u3061\u623b\u308a\u304b\u3001\u9045\u308c\u304b\u3001\u4f4f\u6240\u306e\u554f\u984c\u304b\u3092\u898b\u6975\u3081\u308b\n5. \u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3084\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3001\u4f4f\u6240\u306e\u5165\u529b\u5185\u5bb9\u3092\u53d7\u6ce8\u304b\u3089\u78ba\u304b\u3081\u308b\n6. \u9867\u5ba2\u3078\u306e\u8fd4\u4fe1\u3092\u66f8\u304f\u3002\u4f4f\u6240\u306e\u78ba\u8a8d\u304c\u8981\u308b\u306a\u3089\u3001\u305d\u306e\u65e8\u3092\u66f8\u304f\n7. \u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3084\u518d\u9001\u306e\u624b\u914d\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306b\u8d77\u7968\u3059\u308b\n\n**\uff08a\uff09\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** \u9867\u5ba2\u304b\u3089\u9023\u7d61\u304c\u6765\u308b\u6642\u70b9\u3067\u3001\u8377\u7269\u306f\u3059\u3067\u306b\u4f55\u65e5\u3082\u6b62\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4f4f\u6240\u4e0d\u660e\u306e\u8377\u7269\u306f\u904b\u9001\u4f1a\u793e\u306e\u55b6\u696d\u6240\u3067\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4fdd\u7ba1\u306b\u306f\u671f\u9650\u304c\u3042\u308a\u307e\u3059\u3002** \u671f\u9650\u304c\u904e\u304e\u308b\u3068\u8377\u7269\u306f\u623b\u3063\u3066\u304d\u3066\u3001\u518d\u9001\u306e\u8cbb\u7528\u3068\u65e5\u6570\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\u5148\u306b\u6c17\u3065\u3044\u3066\u3044\u308c\u3070\u3001\u4f4f\u6240\u3092\u78ba\u304b\u3081\u308b\u3060\u3051\u3067\u6e08\u3093\u3060\u8377\u7269\u3067\u3059\u3002**\n\n**\uff08b\uff09\u8377\u7269\u304b\u3089\u6ce8\u6587\u306b\u305f\u3069\u308a\u7740\u304f\u306e\u306b\u624b\u9593\u304c\u304b\u304b\u308b\u3002** \u904b\u9001\u4f1a\u793e\u306e\u753b\u9762\u306f\u8ffd\u8de1\u756a\u53f7\u3067\u3001\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u6ce8\u6587\u756a\u53f7\u3067\u52d5\u3044\u3066\u3044\u307e\u3059\u3002**1\u3064\u306e\u6ce8\u6587\u304c2\u500b\u53e3\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u30011\u500b\u306e\u8377\u7269\u306b2\u3064\u306e\u6ce8\u6587\u304c\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u3001**\u3068\u3044\u3063\u305f\u5834\u5408\u3001\u3069\u306e\u9867\u5ba2\u306e\u3069\u306e\u6ce8\u6587\u304c\u5f71\u97ff\u3092\u53d7\u3051\u308b\u304b\u3092\u6b63\u3057\u304f\u8a00\u3046\u306b\u306f\u3001\u4e21\u65b9\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u9023\u7d61\u3059\u3079\u304d\u304b\u306e\u7dda\u5f15\u304d\u304c\u4eba\u306b\u3088\u308b\u3002** \u6301\u3061\u623b\u308a\u3092\u3059\u3079\u3066\u9023\u7d61\u3059\u308b\u62c5\u5f53\u8005\u3082\u3044\u308c\u3070\u3001\u4f55\u3082\u3057\u306a\u3044\u62c5\u5f53\u8005\u3082\u3044\u307e\u3059\u3002**\u304a\u5c4a\u3051\u65e5\u3092\u6307\u5b9a\u3057\u305f\u30ae\u30d5\u30c8\u306e\u9045\u308c\u3092\u898b\u843d\u3068\u3059\u306e\u3082\u3001\u305d\u306e\u7dda\u5f15\u304d\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\n\n**\uff08d\uff09\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3066\u304b\u3089\u3067\u306f\u3001\u5bfe\u5fdc\u304c\u91cd\u304f\u306a\u308b\u3002** \u9867\u5ba2\u306f\u3059\u3067\u306b\u4e0d\u5b89\u306b\u306a\u3063\u3066\u3044\u3066\u3001\u8fd4\u4fe1\u306f\u8b1d\u7f6a\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002**\u540c\u3058\u9045\u308c\u3067\u3082\u3001\u5148\u306b\u77e5\u3089\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u53d7\u3051\u53d6\u308a\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002**","before_flow_steps":["\u9867\u5ba2\u304b\u3089\u300c\u5c4a\u304b\u306a\u3044\u300d\u300c\u307e\u3060\u6765\u306a\u3044\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b","\u6ce8\u6587\u756a\u53f7\u304b\u3089\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u8ffd\u8de1\u756a\u53f7\u3092\u8abf\u3079\u308b\u30021\u3064\u306e\u6ce8\u6587\u3067\u8377\u7269\u304c\u8907\u6570\u306b\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u5168\u90e8\u3092\u8abf\u3079\u308b","\u904b\u9001\u4f1a\u793e\u306e\u7ba1\u7406\u753b\u9762\u304b\u8ffd\u8de1\u30da\u30fc\u30b8\u3067\u3001\u8377\u7269\u3054\u3068\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b","\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u304b\u3089\u3001\u6301\u3061\u623b\u308a\u304b\u3001\u9045\u308c\u304b\u3001\u4f4f\u6240\u306e\u554f\u984c\u304b\u3092\u898b\u6975\u3081\u308b","\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3084\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3001\u4f4f\u6240\u306e\u5165\u529b\u5185\u5bb9\u3092\u53d7\u6ce8\u304b\u3089\u78ba\u304b\u3081\u308b","\u9867\u5ba2\u3078\u306e\u8fd4\u4fe1\u3092\u66f8\u304f\u3002\u4f4f\u6240\u306e\u78ba\u8a8d\u304c\u8981\u308b\u306a\u3089\u3001\u305d\u306e\u65e8\u3092\u66f8\u304f","\u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3084\u518d\u9001\u306e\u624b\u914d\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306b\u8d77\u7968\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3068\u663c\u904e\u304e\u306e\u6c7a\u307e\u3063\u305f\u6642\u523b\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3068\u5f53\u65e5\u307e\u3067\u306e\u51fa\u8377\u5b9f\u7e3e\u3092\u53d6\u308a\u8fbc\u3080\n2. **\u3010\u81ea\u52d5\u3011** \u904b\u9001\u4f1a\u793e\u3054\u3068\u306e\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u3092\u3001\u793e\u5185\u306e\u5171\u901a\u306e\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u6301\u3061\u623b\u308a\u30fb\u4f4f\u6240\u4e0d\u660e\u30fb\u7834\u640d\u30fb\u9577\u6642\u9593\u306e\u672a\u66f4\u65b0\u30fb\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u8d85\u904e\u3092\u3001\u898f\u5247\u3067\u62fe\u3044\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u4f8b\u5916\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u65b0\u3057\u304f\u51fa\u305f\u3082\u306e\u3068\u3001\u524d\u56de\u304b\u3089\u72b6\u6cc1\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u6b8b\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u6b8b\u3063\u305f\u8377\u7269\u3054\u3068\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53d7\u6ce8\u30fb\u9867\u5ba2\u30fb\u540c\u68b1\u306e\u72b6\u6cc1\u30fb\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u3001\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u7167\u4f1a\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u4f8b\u5916\u306e\u7a2e\u985e\u3001\u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u3001\u9023\u7d61\u306e\u8981\u5426\u3001\u5bfe\u5fdc\u5148\u3092\u7d44\u307f\u7acb\u3066\u3001\u9023\u7d61\u6587\u6848\u3092\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u51fa\u529b\u3092\u898f\u5247\u3067\u70b9\u691c\u3057\u3001\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u4e0b\u66f8\u304d\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406\u306b\u8d77\u7968\u6848\u3092\u7f6e\u304f\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u9023\u7d61\u304c\u8981\u308b\u3068\u51fa\u305f\u3082\u306e\u306e\u6587\u6848\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\n9. **\u3010\u4eba\u3011** \u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3068\u518d\u9001\u306e\u624b\u914d\u3092\u884c\u3046\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u4f8b\u5916\u53f0\u5e33\u306b\u6b8b\u3059\n\n**3\u756a\u76ee\u3092\u898f\u5247\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u898b\u3064\u3051\u308b\u3053\u3068\u306bAI\u306f\u8981\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u72b6\u6cc1\u304c\u300c\u6301\u3061\u623b\u308a\u300d\u304b\u3001\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u305f\u304b\u306f\u3001\u30c7\u30fc\u30bf\u3092\u898b\u308c\u3070\u6a5f\u68b0\u7684\u306b\u6c7a\u307e\u308a\u307e\u3059\u3002**AI\u3092\u4f7f\u3046\u306e\u306f5\u756a\u76ee\u30686\u756a\u76ee\u3001\u898b\u3064\u3051\u305f\u5f8c\u306e\u8abf\u3079\u7269\u3068\u5224\u65ad\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\n\n**4\u756a\u76ee\u304c\u306a\u3044\u3068\u3001\u540c\u3058\u8377\u7269\u304c\u6bce\u56de\u4e0a\u304c\u3063\u3066\u304d\u307e\u3059\u3002** \u6301\u3061\u623b\u308a\u306e\u8377\u7269\u306f\u7fcc\u65e5\u3082\u6301\u3061\u623b\u308a\u306e\u307e\u307e\u3067\u3059\u3002**\u5909\u5316\u304c\u3042\u3063\u305f\u3068\u304d\u3060\u3051\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3068\u663c\u904e\u304e\u306e\u6c7a\u307e\u3063\u305f\u6642\u523b\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3068\u5f53\u65e5\u307e\u3067\u306e\u51fa\u8377\u5b9f\u7e3e\u3092\u53d6\u308a\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** \u904b\u9001\u4f1a\u793e\u3054\u3068\u306e\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u3092\u3001\u793e\u5185\u306e\u5171\u901a\u306e\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u6301\u3061\u623b\u308a\u30fb\u4f4f\u6240\u4e0d\u660e\u30fb\u7834\u640d\u30fb\u9577\u6642\u9593\u306e\u672a\u66f4\u65b0\u30fb\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u8d85\u904e\u3092\u3001\u898f\u5247\u3067\u62fe\u3044\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u4f8b\u5916\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u65b0\u3057\u304f\u51fa\u305f\u3082\u306e\u3068\u3001\u524d\u56de\u304b\u3089\u72b6\u6cc1\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u6b8b\u3059","**\u3010\u81ea\u52d5\u3011** \u6b8b\u3063\u305f\u8377\u7269\u3054\u3068\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53d7\u6ce8\u30fb\u9867\u5ba2\u30fb\u540c\u68b1\u306e\u72b6\u6cc1\u30fb\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u3001\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u7167\u4f1a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u4f8b\u5916\u306e\u7a2e\u985e\u3001\u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u3001\u9023\u7d61\u306e\u8981\u5426\u3001\u5bfe\u5fdc\u5148\u3092\u7d44\u307f\u7acb\u3066\u3001\u9023\u7d61\u6587\u6848\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u51fa\u529b\u3092\u898f\u5247\u3067\u70b9\u691c\u3057\u3001\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u4e0b\u66f8\u304d\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406\u306b\u8d77\u7968\u6848\u3092\u7f6e\u304f","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u9023\u7d61\u304c\u8981\u308b\u3068\u51fa\u305f\u3082\u306e\u306e\u6587\u6848\u3092\u78ba\u304b\u3081\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3068\u518d\u9001\u306e\u624b\u914d\u3092\u884c\u3046","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u4f8b\u5916\u53f0\u5e33\u306b\u6b8b\u3059"],"architecture":"```\n\u3010\u30c8\u30ea\u30ac\u30fc\u3011Schedule Trigger\uff08\u6bce\u65e5 8:30\uff0f13:30\uff09\n   \u25bc\nn8n \u2500\u2500 \u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\uff08\u904b\u9001\u4f1a\u793e\u3054\u3068\uff09\n   \u2502      \u51fa\u8377\u5b9f\u7e3e\uff08\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\u306e\u53d6\u308a\u8fbc\u307f\n   \u251c\u2500\u2500\u25b6 \u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u3092\u5171\u901a\u533a\u5206\u3078\u7f6e\u304d\u63db\u3048\n   \u251c\u2500\u2500\u25b6 \u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057\uff08\u898f\u5247\uff09\n   \u251c\u2500\u2500\u25b6 \u4f8b\u5916\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\uff08\u65b0\u898f\u30fb\u5909\u5316\u306e\u307f\uff09\n   \u25bc\nn8n AI Agent \u30ce\u30fc\u30c9\uff08Tools Agent\uff09\uff0b Claude API\n   \u2502   \u9053\u5177\uff08\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u5c02\u7528\uff09\n   \u2502   \u2460 \u8ffd\u8de1\u756a\u53f7\u304b\u3089\u53d7\u6ce8\u3092\u5f15\u304f   \u2461 \u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u3092\u5f15\u304f\n   \u2502   \u2462 \u9867\u5ba2\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u5f15\u304f \u2463 \u9023\u7d61\u306e\u65b9\u91dd\u3092\u5f15\u304f\n   \u25bc\nStructured Output Parser \u2500\u2500 \u6c7a\u307e\u3063\u305f\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308b\n   \u25bc\nn8n \u2500\u2500 \u51fa\u529b\u306e\u70b9\u691c\uff08\u898f\u5247\uff09\n   \u251c\u2500\u2500\u25b6 \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff1a\u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u6848\uff08\u4e0b\u66f8\u304d\uff09\n   \u251c\u2500\u2500\u25b6 \u793e\u5185\u30c1\u30b1\u30c3\u30c8\uff1a\u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u30fb\u518d\u9001\u306e\u8d77\u7968\u6848\n   \u2514\u2500\u2500\u25b6 \u4f8b\u5916\u53f0\u5e33\uff1a\u7d50\u679c\u3092\u8a18\u9332\n   \u25bc\n\u3010\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u9001\u308b\u30fb\u624b\u914d\u3059\u308b\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | n8n\uff08AI Agent \u30ce\u30fc\u30c9\uff09 | Make\u3001Zapier\u3001Power Automate |\n| \u751f\u6210AI | Claude API\uff08n8n \u306e Anthropic Chat Model \u30ce\u30fc\u30c9\u3067\u63a5\u7d9a\uff09 | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | \u4f8b\u5916\u53f0\u5e33\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u901a\u77e5 | \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306e\u4e0b\u66f8\u304d\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406 | \u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u3078\u306e\u901a\u77e5 |\n\n**\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3001\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406\u306f\u65e2\u5b58\u306e\u3082\u306e\u3067\u3059\u3002** \u8aad\u307f\u306b\u884c\u304d\u3001\u4e0b\u66f8\u304d\u3092\u7f6e\u304f\u3060\u3051\u3067\u3059\u3002\n\n**\u914d\u9001\u72b6\u6cc1\u306e\u53d6\u308a\u65b9\u306f\u3001\u904b\u9001\u4f1a\u793e\u3068\u306e\u5951\u7d04\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** \u672c\u8a18\u4e8b\u3067\u306f\u3001**\u904b\u9001\u4f1a\u793e\u306e\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u3001\u8ffd\u8de1\u756a\u53f7\u3054\u3068\u306e\u914d\u9001\u72b6\u6cc1\uff08\u72b6\u6cc1\u306e\u533a\u5206\u3001\u65e5\u6642\u3001\u55b6\u696d\u6240\u306a\u3069\uff09\u3092CSV\u307e\u305f\u306fAPI\u3067\u53d6\u308a\u51fa\u305b\u308b**\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u5f62\u5f0f\u3067\u3001\u3069\u306e\u9805\u76ee\u304c\u3001\u3069\u306e\u983b\u5ea6\u3067\u53d6\u308c\u308b\u304b\u306f\u904b\u9001\u4f1a\u793e\u3068\u5951\u7d04\u306e\u5185\u5bb9\u3067\u6c7a\u307e\u308b\u305f\u3081\u3001**\u307e\u305a\u5951\u7d04\u5148\u306e\u904b\u9001\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u53d6\u308c\u306a\u3044\u5834\u5408\u3001\u3053\u306e\u69cb\u6210\u306f\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002\n\n**\u4e2d\u5fc3\u306b\u7f6e\u304f\u306e\u306f\u3001n8n \u306e AI Agent \u30ce\u30fc\u30c9\u306e Tools Agent \u3067\u3059\u3002** \u5916\u90e8\u306e\u9053\u5177\u3084API\u3092\u4f7f\u3063\u3066\u60c5\u5831\u3092\u53d6\u308a\u3001**\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u3069\u306e\u9053\u5177\u3092\u4f7f\u3046\u304b\u3092\u5224\u65ad\u3059\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u9053\u5177\u306e\u30b5\u30d6\u30ce\u30fc\u30c9\u3092\u3064\u306a\u3050\u5fc5\u8981\u304c\u3042\u308a\u3001**\u7e70\u308a\u8fd4\u3057\u306e\u4e0a\u9650\uff08Max Iterations\uff09\u306f\u65e2\u5b9a\u306710\u3067\u3059\u3002\n\n**\u9053\u5177\u306f Call n8n Workflow Tool \u30ce\u30fc\u30c9\u3067\u4f5c\u308a\u307e\u3059\u3002** \u5225\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c\u3057\u3066\u305d\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u308b\u9053\u5177\u3067\u3001**Description \u306b\u3044\u3064\u4f7f\u3046\u304b\u3092\u66f8\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7167\u4f1a\u3054\u3068\u306b\u5c0f\u3055\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u3063\u3066\u3064\u306a\u304e\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**Schedule Trigger \u3067\u3001\u6bce\u65e58\u664230\u5206\u306813\u664230\u5206\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** Schedule Trigger \u306f\u79d2\u30fb\u5206\u30fb\u6642\u9593\u30fb\u65e5\u30fb\u9031\u30fb\u6708\u306e\u9593\u9694\u3068\u3001cron \u5f0f\u3067\u306e\u6307\u5b9a\u304c\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30021\u65e52\u56de\u306b\u3059\u308b\u306e\u306f\u3001\u671d\u306e\u5206\u3067\u524d\u65e5\u591c\u307e\u3067\u306e\u72b6\u6cc1\u3092\u3001\u663c\u904e\u304e\u306e\u5206\u3067\u5348\u524d\u4e2d\u306e\u914d\u9054\u306e\u7d50\u679c\u3092\u62fe\u3046\u305f\u3081\u3067\u3059\u3002\n\n**\u6642\u523b\u306e\u57fa\u6e96\u3092\u5fc5\u305a\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** Schedule Trigger \u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u3092\u3001\u306a\u3051\u308c\u3070 n8n \u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3046\u3068\u3055\u308c\u3001**\u81ea\u524d\u3067\u52d5\u304b\u3059\u5834\u5408\u306e\u65e2\u5b9a\u306f America\/New York** \u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002** \u5fd8\u308c\u308b\u3068\u3001\u671d\u306e\u898b\u56de\u308a\u304c\u591c\u4e2d\u306b\u52d5\u304d\u307e\u3059\u3002\n\n**\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002** Schedule \u30ce\u30fc\u30c9\u3092\u30c8\u30ea\u30ac\u30fc\u306b\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4fdd\u5b58\u3057\u3066\u516c\u958b\u3059\u308b\u3088\u3046\u6ce8\u610f\u66f8\u304d\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001n8n 2.36 \u4ee5\u964d\u3067\u306f\u3001**\u4e88\u5b9a\u306e\u6642\u523b\u306b\u52d5\u3051\u306a\u304b\u3063\u305f\u5b9f\u884c\u3092\u3069\u3046\u6271\u3046\u304b**\uff08\u6368\u3066\u308b\u3001\u76f4\u8fd1\u306e1\u56de\u3060\u3051\u52d5\u304b\u3059\u3001\u53d6\u308a\u3053\u307c\u3057\u305f\u5206\u3092\u500b\u5225\u306b\u52d5\u304b\u3059\uff09\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u300c\u76f4\u8fd1\u306e1\u56de\u3060\u3051\u300d\u3092\u9078\u3073\u307e\u3059\u3002** \u898b\u56de\u308a\u306f\u6700\u65b0\u306e\u72b6\u6cc1\u3092\u898b\u308c\u3070\u8db3\u308a\u3001\u53e4\u3044\u56de\u3092\u7a4d\u307f\u76f4\u3059\u610f\u5473\u304c\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u914d\u9001\u72b6\u6cc1 | \u8ffd\u8de1\u756a\u53f7\u3001\u72b6\u6cc1\u306e\u533a\u5206\u3068\u8a00\u3044\u56de\u3057\u3001\u65e5\u6642\u3001\u55b6\u696d\u6240 | \u904b\u9001\u4f1a\u793e\u306e\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u51fa\u529b\u3067\u304d\u308b\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf |\n| \u51fa\u8377\u5b9f\u7e3e | \u51fa\u8377\u65e5\u3001\u8ffd\u8de1\u756a\u53f7\u3001\u904b\u9001\u4f1a\u793e\u3001\u6ce8\u6587\u756a\u53f7\u3001\u500b\u53e3\u6570 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0f\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u53d7\u6ce8\u3068\u9867\u5ba2 | \u6ce8\u6587\u756a\u53f7\u3001\u9867\u5ba2\u3001\u304a\u5c4a\u3051\u5148\u3001\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3001\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3001\u5546\u54c1 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u9053\u5177\u3067\u7167\u4f1a\uff09 |\n| \u554f\u3044\u5408\u308f\u305b\u5c65\u6b74 | \u305d\u306e\u9867\u5ba2\u30fb\u305d\u306e\u6ce8\u6587\u306b\u3064\u3044\u3066\u306e\u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b | \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u9053\u5177\u3067\u7167\u4f1a\uff09 |\n| \u9023\u7d61\u306e\u65b9\u91dd | \u4f8b\u5916\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u9023\u7d61\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u4f55\u65e5\u5f85\u3064\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u65b9\u91dd\u8868 |\n| \u4f8b\u5916\u53f0\u5e33 | \u524d\u56de\u307e\u3067\u306b\u62fe\u3063\u305f\u8377\u7269\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u533a\u5206\u30fb\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u65b9\u91dd\u304c\u7121\u3051\u308c\u3070\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u5ff5\u306e\u305f\u3081\u5168\u90e8\u9023\u7d61\u3059\u308b\u300d\u5074\u306b\u5012\u308c\u3001\u53f0\u5e33\u304c\u7121\u3051\u308c\u3070\u540c\u3058\u8377\u7269\u3092\u6bce\u56de\u65b0\u3057\u3044\u4f8b\u5916\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u4e8c\u91cd\u306e\u9023\u7d61\u3092\u907f\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u9867\u5ba2\u304c\u3059\u3067\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u8377\u7269\u306f UC-0045 \u306e\u3088\u3046\u306a\u53d7\u4ed8\u5074\u306e\u5bfe\u5fdc\u306b\u4e57\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u3053\u3078\u5225\u306e\u9023\u7d61\u3092\u9001\u308b\u3068\u3001\u9867\u5ba2\u306e\u3082\u3068\u306b\u9055\u3046\u62c5\u5f53\u8005\u304b\u3089\u9055\u3046\u6587\u9762\u304c2\u901a\u5c4a\u304d\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u914d\u9001\u72b6\u6cc1\u306f\u3001\u904b\u9001\u4f1a\u793e\u3054\u3068\u306b1\u672c\u305a\u3064\u53d6\u308a\u8fbc\u307f\u306e\u679d\u3092\u4f5c\u308a\u307e\u3059\u3002** CSV\u3067\u53d7\u3051\u53d6\u308b\u5951\u7d04\u306a\u3089\u6c7a\u307e\u3063\u305f\u4fdd\u7ba1\u5834\u6240\u304b\u3089\u8aad\u307f\u3001API\u3067\u53d7\u3051\u53d6\u308b\u5951\u7d04\u306a\u3089\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\u547c\u3073\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3080\u7bc4\u56f2\u306f\u3001\u51fa\u8377\u304b\u3089\u4e00\u5b9a\u65e5\u6570\uff08\u4f8b\uff1a14\u65e5\uff09\u4ee5\u5185\u3067\u3001\u307e\u3060\u914d\u9054\u5b8c\u4e86\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u8377\u7269\u3067\u3059\u3002** \u914d\u9054\u5b8c\u4e86\u306e\u8377\u7269\u3092\u6bce\u56de\u8aad\u3080\u3068\u3001\u4ef6\u6570\u304c\u5897\u3048\u308b\u3060\u3051\u3067\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u914d\u9001\u72b6\u6cc1\u306e\u533a\u5206\u3068\u65e5\u6642 | \u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf | \u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057\u3001\u6700\u7d42\u66f4\u65b0\u304b\u3089\u306e\u7d4c\u904e\u6642\u9593 |\n| \u51fa\u8377\u65e5\u3068\u8ffd\u8de1\u756a\u53f7 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u4e88\u5b9a\u65e5\u306e\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u306b\u51fa\u3066\u3053\u306a\u3044\u8377\u7269\u306e\u691c\u77e5 |\n| \u53d7\u6ce8\u30fb\u9867\u5ba2\u30fb\u540c\u68b1 | \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u9053\u5177\uff09 | \u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u306e\u7279\u5b9a |\n| \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b | \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u9053\u5177\uff09 | \u4e8c\u91cd\u306e\u9023\u7d61\u306e\u9632\u6b62 |\n\n**\u51fa\u8377\u5b9f\u7e3e\u3092\u5148\u306b\u8aad\u307f\u3001\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u9006\u306b\u3059\u308b\u3068\u3001**\u51fa\u8377\u3057\u305f\u306e\u306b\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u306b\u4e00\u5ea6\u3082\u51fa\u3066\u3053\u306a\u3044\u8377\u7269**\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u96c6\u8377\u306e\u6f0f\u308c\u3084\u8ffd\u8de1\u756a\u53f7\u306e\u6253\u3061\u9593\u9055\u3044\u306f\u3001\u3053\u306e\u5411\u304d\u3067\u3057\u304b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\u53d7\u6ce8\u3068\u9867\u5ba2\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5192\u982d\u3067\u306f\u8aad\u307f\u307e\u305b\u3093\u3002** \u4f8b\u5916\u306e\u51fa\u305f\u8377\u7269\u306b\u3064\u3044\u3066\u3060\u3051\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u5f15\u304d\u307e\u3059\u3002**12,000\u500b\u5206\u306e\u9867\u5ba2\u60c5\u5831\u3092\u6bce\u56de\u751f\u6210AI\u3078\u6e21\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u904b\u9001\u4f1a\u793e\u3054\u3068\u306e\u72b6\u6cc1\u3092\u3001`in_transit` \uff0f `delivered` \uff0f `absent_returned` \uff0f `address_unknown` \uff0f `held_at_depot` \uff0f `damaged` \uff0f `returning_to_sender` \uff0f `unknown` \u306e\u5171\u901a\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u8a00\u3044\u56de\u3057\u306f `unknown` \u306b\u3057\u307e\u3059\n2. **\u6700\u7d42\u66f4\u65b0\u304b\u3089\u306e\u7d4c\u904e\u6642\u9593\u306e\u8a08\u7b97** \u2026 \u72b6\u6cc1\u304c\u6700\u5f8c\u306b\u5909\u308f\u3063\u305f\u6642\u523b\u304b\u3089\u3001\u4eca\u307e\u3067\u306e\u6642\u9593\u3092\u51fa\u3057\u307e\u3059\n3. **\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u8a08\u7b97** \u2026 \u51fa\u8377\u65e5\u3068\u914d\u9001\u5148\u306e\u5730\u57df\u304b\u3089\u3001\u81ea\u793e\u306e\u6a19\u6e96\u306e\u65e5\u6570\u3067\u4e88\u5b9a\u65e5\u3092\u51fa\u3057\u307e\u3059\n4. **\u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057** \u2026 \u5171\u901a\u533a\u5206\u3068\u7d4c\u904e\u6642\u9593\u3001\u4e88\u5b9a\u65e5\u304b\u3089\u3001\u898f\u5247\u3067\u62fe\u3044\u307e\u3059\n5. **\u51fa\u8377\u5b9f\u7e3e\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u51fa\u8377\u304b\u3089\u4e00\u5b9a\u6642\u9593\u3092\u904e\u304e\u3066\u3082\u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u306b\u51fa\u3066\u3053\u306a\u3044\u8377\u7269\u3092\u3001`not_scanned` \u3068\u3057\u3066\u62fe\u3044\u307e\u3059\n6. **\u4f8b\u5916\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u540c\u3058\u8ffd\u8de1\u756a\u53f7\u30fb\u540c\u3058\u533a\u5206\u3067\u524d\u56de\u3059\u3067\u306b\u4e0a\u3052\u305f\u3082\u306e\u306f\u5916\u3057\u3001\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u3068\u65b0\u3057\u3044\u3082\u306e\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n7. **\u4ef6\u6570\u306e\u78ba\u8a8d** \u2026 \u6b8b\u3063\u305f\u4ef6\u6570\u304c\u666e\u6bb5\u306e\u6570\u500d\u306a\u3089\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3055\u305a\u306b\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u307e\u3059\n\n**1\u756a\u76ee\u3067\u3001AI\u306b\u8a00\u3044\u56de\u3057\u3092\u89e3\u91c8\u3055\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u8868\u3067\u7f6e\u304d\u63db\u3048\u3001**\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u3082\u306e\u306f `unknown` \u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u3001\u5bfe\u5fdc\u8868\u306e\u307b\u3046\u3092\u76f4\u3057\u307e\u3059\u3002** AI\u306b\u89e3\u91c8\u3055\u305b\u308b\u3068\u3001\u540c\u3058\u8a00\u3044\u56de\u3057\u304c\u65e5\u306b\u3088\u3063\u3066\u5225\u306e\u533a\u5206\u306b\u306a\u308a\u307e\u3059\u3002\n\n**7\u756a\u76ee\u306f\u3001\u5927\u96ea\u3084\u53f0\u98a8\u306e\u65e5\u306e\u305f\u3081\u3067\u3059\u3002** \u4e00\u3064\u306e\u5730\u57df\u306e\u8377\u7269\u304c\u4e00\u6589\u306b\u9045\u308c\u305f\u65e5\u306f\u3001**\u500b\u5225\u306e\u6587\u6848\u3067\u306f\u306a\u304f\u3001\u307e\u3068\u3081\u3066\u306e\u304a\u77e5\u3089\u305b\u3092\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u4f8b\u5916\u306e\u51fa\u305f\u8377\u72691\u4ef6\u3054\u3068\u306b\u3001\u5fc5\u8981\u306a\u7167\u4f1a\u3092\u9078\u3093\u3067\u4e8b\u5b9f\u3092\u96c6\u3081\u3001\u6b21\u306e5\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| \u5f71\u97ff\u3059\u308b\u6ce8\u6587\u3068\u9867\u5ba2 | \u305d\u306e\u8377\u7269\u306b\u5165\u3063\u3066\u3044\u308b\u6ce8\u6587\u3001\u540c\u3058\u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u306e\u72b6\u6cc1 |\n| \u4f8b\u5916\u306e\u610f\u5473 | \u5f85\u3066\u3070\u7247\u4ed8\u304f\u304b\u3001\u8ab0\u304b\u304c\u52d5\u304b\u306a\u3044\u3068\u7247\u4ed8\u304b\u306a\u3044\u304b |\n| \u9023\u7d61\u306e\u8981\u5426 | \u65b9\u91dd\u8868\u306b\u7167\u3089\u3057\u3066\u3001\u4eca\u9023\u7d61\u3059\u308b\u304b\u3001\u4f55\u65e5\u5f85\u3064\u304b\u3001\u9023\u7d61\u3057\u306a\u3044\u304b |\n| \u5bfe\u5fdc\u5148 | \u9867\u5ba2\uff0f\u904b\u9001\u4f1a\u793e\uff0f\u5009\u5eab\uff0f\u5bfe\u5fdc\u4e0d\u8981 |\n| \u6587\u6848 | \u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u6848\u3068\u3001\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u8d77\u7968\u6848 |\n\n**\u9053\u5177\u306e\u9078\u3073\u65b9\u304c\u3001\u8377\u7269\u3054\u3068\u306b\u9055\u3046\u306e\u304c\u3053\u306e\u984c\u6750\u3067\u3059\u3002** \u4f4f\u6240\u4e0d\u660e\u306a\u3089\u53d7\u6ce8\u306e\u4f4f\u6240\u306e\u5165\u529b\u5185\u5bb9\u3092\u5f15\u304d\u307e\u3059\u3002\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u305f\u8377\u7269\u306a\u3089\u3001\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3068\u30ae\u30d5\u30c8\u306e\u6709\u7121\u3092\u898b\u307e\u3059\u30022\u500b\u53e3\u306e\u7247\u65b9\u3060\u3051\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u306a\u3089\u3001\u3082\u3046\u7247\u65b9\u306e\u72b6\u6cc1\u3092\u5f15\u304d\u307e\u3059\u3002**\u3069\u308c\u3092\u5f15\u304f\u304b\u3092\u6c7a\u3081\u3066\u304b\u3089\u5f15\u304f\u306e\u3067\u3001\u56fa\u5b9a\u306e\u624b\u9806\u3067\u5168\u90e8\u3092\u5f15\u304f\u3088\u308a\u7167\u4f1a\u304c\u5c11\u306a\u304f\u6e08\u307f\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u9867\u5ba2\u3078\u306e\u9001\u4fe1\u3001\u904b\u9001\u4f1a\u793e\u3078\u306e\u9023\u7d61 | \u9867\u5ba2\u3068\u53d6\u5f15\u5148\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u884c\u3046 |\n| \u518d\u914d\u9054\u306e\u4f9d\u983c\u3001\u4f4f\u6240\u306e\u5909\u66f4\u3001\u518d\u9001\u306e\u624b\u914d | \u53d6\u308a\u6d88\u3057\u306e\u52b9\u304b\u306a\u3044\u64cd\u4f5c\u3002\u9053\u5177\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u9650\u308b |\n| \u9045\u308c\u306e\u539f\u56e0\u306e\u65ad\u5b9a | \u914d\u9001\u72b6\u6cc1\u306e\u30c7\u30fc\u30bf\u306b\u539f\u56e0\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 |\n| \u304a\u8a6b\u3073\u306e\u54c1\u3084\u88dc\u511f\u306e\u7d04\u675f | \u81ea\u793e\u306e\u65b9\u91dd\u3068\u4eba\u306e\u5224\u65ad\u3067\u6c7a\u3081\u308b |\n| \u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306e\u65b0\u3057\u3044\u7d04\u675f | \u904b\u9001\u4f1a\u793e\u304b\u3089\u78ba\u5b9a\u306e\u60c5\u5831\u304c\u7121\u3044\u65e5\u4ed8\u3092\u66f8\u304b\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5929\u5019\u306e\u5f71\u97ff\u3067\u300d\u3068\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306b\u3042\u308b\u306e\u306f\u72b6\u6cc1\u3068\u65e5\u6642\u3060\u3051\u3067\u3059\u3002**\u5206\u304b\u3089\u306a\u3044\u539f\u56e0\u3092\u66f8\u3044\u305f\u6587\u9762\u306f\u3001\u9867\u5ba2\u304c\u5225\u306e\u7d4c\u8def\u3067\u9055\u3046\u4e8b\u60c5\u3092\u77e5\u3063\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u307e\u307e\u4e0d\u4fe1\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u9053\u5177\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u9650\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u571f\u53f0\u3067\u3059\u3002** n8n \u306e AI Agent \u30ce\u30fc\u30c9\u306b\u306f\u3001**\u7279\u5b9a\u306e\u9053\u5177\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u4eba\u306e\u627f\u8a8d\u3092\u6c42\u3081\u308b**\u4ed5\u7d44\u307f\u304c\u3042\u308a\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u9001\u4fe1\u3084\u8a18\u9332\u306e\u5909\u66f4\u306e\u3088\u3046\u306a\u64cd\u4f5c\u306b\u5411\u304f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u3082\u672c\u8a18\u4e8b\u3067\u306f\u3001**\u66f8\u304d\u8fbc\u3080\u9053\u5177\u305d\u306e\u3082\u306e\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6301\u305f\u305b\u307e\u305b\u3093\u3002** \u4e0b\u66f8\u304d\u3092\u7f6e\u304f\u306e\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u306e\u3001\u898f\u5247\u3067\u52d5\u304f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306fEC\u4e8b\u696d\u8005\u306e\u7269\u6d41\u30c1\u30fc\u30e0\u3067\u3001\u914d\u9001\u306b\u4f8b\u5916\u304c\u51fa\u305f\u8377\u7269\u306e\u5bfe\u5fdc\u3092\u6e96\u5099\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8377\u72691\u4ef6\u306b\u3064\u3044\u3066\u3001\u9053\u5177\u3067\u4e8b\u5b9f\u3092\u96c6\u3081\u3001\u6c7a\u3081\u3089\u308c\u305f\u5f62\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4f7f\u3048\u308b\u9053\u5177\u3011\n- lookup_order_by_tracking\uff1a\u8ffd\u8de1\u756a\u53f7\u304b\u3089\u6ce8\u6587\u30fb\u9867\u5ba2\u30fb\u304a\u5c4a\u3051\u5148\u30fb\u6307\u5b9a\u65e5\u3092\u5f15\u304f\n- list_parcels_of_order\uff1a\u540c\u3058\u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u3068\u3001\u305d\u306e\u914d\u9001\u72b6\u6cc1\u3092\u5f15\u304f\n- find_open_inquiries\uff1a\u305d\u306e\u9867\u5ba2\u30fb\u305d\u306e\u6ce8\u6587\u306e\u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5f15\u304f\n- get_contact_policy\uff1a\u4f8b\u5916\u306e\u533a\u5206\u3054\u3068\u306e\u9023\u7d61\u65b9\u91dd\u3092\u5f15\u304f\n\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002get_contact_policy \u306f\u5fc5\u305a\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u65ad\u306e\u624b\u9806\u3011\n1. \u8377\u7269\u306b\u5165\u3063\u3066\u3044\u308b\u6ce8\u6587\u3068\u9867\u5ba2\u3092\u7279\u5b9a\u3059\u308b\u3002\u7279\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u6b62\u3081\u3066 needs_human\n2. \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u3042\u308c\u3070\u3001\u9023\u7d61\u6587\u6848\u306f\u4f5c\u3089\u305a contact \u3092 skip_inquiry_open \u306b\u3059\u308b\n3. \u9023\u7d61\u65b9\u91dd\u306b\u7167\u3089\u3057\u3066\u3001contact \u3092 now \uff0f wait \uff0f none \u304b\u3089\u9078\u3076\n4. \u5bfe\u5fdc\u5148\u3092 customer \uff0f carrier \uff0f warehouse \uff0f none \u304b\u3089\u9078\u3076\uff08\u8907\u6570\u53ef\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u9045\u308c\u3084\u6301\u3061\u623b\u308a\u306e\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u306b\u539f\u56e0\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n- \u65b0\u3057\u3044\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u904b\u9001\u4f1a\u793e\u304b\u3089\u306e\u78ba\u5b9a\u306e\u60c5\u5831\u304c\u306a\u3044\u9650\u308a\u300c\u4e0d\u660e\u300d\u3067\u3059\u3002\n- \u304a\u8a6b\u3073\u306e\u54c1\u3001\u9001\u6599\u306e\u8fd4\u91d1\u3001\u88dc\u511f\u3092\u7d04\u675f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6240\u306e\u8aa4\u308a\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u78ba\u8a8d\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9053\u5177\u304c\u8fd4\u3057\u305f\u5185\u5bb9\u306b\u7121\u3044\u4e8b\u5b9f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306f contact \u3092 now \u306b\u305b\u305a\u3001needs_human \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9867\u5ba2\u3078\u306e\u6587\u6848\u306b\u306f\u3001\u6ce8\u6587\u756a\u53f7\u3068\u5546\u54c1\u540d\u3001\u4eca\u308f\u304b\u3063\u3066\u3044\u308b\u72b6\u6cc1\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8377\u7269\u3011{parcel}\n\u3010\u5171\u901a\u533a\u5206\u3068\u7d4c\u904e\u6642\u9593\u3011{status}\n\u3010\u524d\u56de\u307e\u3067\u306e\u8a18\u9332\u3011{ledger_entry}\n```\n\n**\u300c\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u300d\u300c\u4e88\u5b9a\u65e5\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u72ec\u7acb\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u6587\u6848\u304c\u4e01\u5be7\u306b\u306a\u308b\u307b\u3069\u4e21\u65b9\u3092\u66f8\u304d\u8db3\u3059\u304b\u3089\u3067\u3059\u3002** \u9867\u5ba2\u306b\u5b89\u5fc3\u3057\u3066\u3082\u3089\u304a\u3046\u3068\u3059\u308b\u6587\u9762\u306f\u3001\u81ea\u7136\u306b\u300c\u660e\u65e5\u306b\u306f\u304a\u5c4a\u3051\u306e\u898b\u8fbc\u307f\u3067\u3059\u300d\u3068\u7d9a\u304d\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u66f8\u304f\u66f8\u304d\u65b9\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"tracking_no\": \"\",\n  \"carrier\": \"\",\n  \"exception_type\": \"absent_returned | address_unknown | held_at_depot | damaged | delayed | not_scanned | unknown\",\n  \"orders\": [\n    { \"order_no\": \"\", \"customer_id\": \"\", \"delivery_date_requested\": \"\", \"is_gift\": false }\n  ],\n  \"other_parcels\": [ { \"tracking_no\": \"\", \"status\": \"\" } ],\n  \"open_inquiry\": false,\n  \"contact\": \"now | wait | none | skip_inquiry_open\",\n  \"wait_until\": \"\",\n  \"route_to\": [\"customer | carrier | warehouse | none\"],\n  \"customer_draft\": \"\",\n  \"ticket_draft\": { \"to\": \"\", \"summary\": \"\", \"facts\": [] },\n  \"tools_used\": [],\n  \"needs_human\": false,\n  \"reason\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u898f\u5247\u3067\u5f8c\u6bb5\u3092\u632f\u308a\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `contact` \u304c `now` \u306e\u3082\u306e\u3060\u3051\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u4e0b\u66f8\u304d\u3092\u7f6e\u304d\u3001`route_to` \u306b `carrier` \u304c\u3042\u308b\u3082\u306e\u3060\u3051\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306e\u8d77\u7968\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002**\u632f\u308a\u5206\u3051\u3092\u6587\u7ae0\u304b\u3089\u8aad\u307f\u53d6\u3089\u305b\u308b\u3068\u3001\u540c\u3058\u6587\u3067\u3082\u65e5\u306b\u3088\u3063\u3066\u5206\u5c90\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u51fa\u529b\u3092\u70b9\u691c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** Structured Output Parser \u306f JSON Schema \u306b\u57fa\u3065\u3044\u3066\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8fd4\u3059\u3068\u3055\u308c\u3001**JSON\u306e\u4f8b\u304b\u3089\u4f5c\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u5fc5\u9808\u3068\u3057\u3066\u6271\u308f\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u306e\u53c2\u7167\uff08`$ref`\uff09\u306f\u4f7f\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u30011\u3064\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5e73\u305f\u304f\u66f8\u304d\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`tools_used` \u3067\u4f55\u3092\u8abf\u3079\u305f\u304b\u304c\u6b8b\u308b\u3053\u3068\u3067\u3059\u3002** \u4f4f\u6240\u4e0d\u660e\u306a\u306e\u306b\u53d7\u6ce8\u306e\u4f4f\u6240\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u30012\u500b\u53e3\u306a\u306e\u306b\u4ed6\u306e\u8377\u7269\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u8abf\u3079\u6f0f\u308c\u3092\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u898f\u5247\u3067\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u70b9\u691c\u306e\u898f\u5247 | \u5f15\u3063\u304b\u304b\u3063\u305f\u3089 |\n|:--|:--|\n| `orders` \u304c\u7a7a | `needs_human` |\n| `contact` \u304c `now` \u306a\u306e\u306b `customer_draft` \u304c\u7a7a | `needs_human` |\n| `customer_draft` \u306b\u65e5\u4ed8\u3089\u3057\u3044\u6587\u5b57\u5217\u304c\u3042\u308b | `needs_human`\uff08\u4e88\u5b9a\u65e5\u306e\u66f8\u304d\u8db3\u3057\u3092\u7591\u3046\uff09 |\n| `exception_type` \u304c\u524d\u51e6\u7406\u306e\u533a\u5206\u3068\u9055\u3046 | \u524d\u51e6\u7406\u306e\u533a\u5206\u3092\u6b63\u3068\u3057\u3001`needs_human` |\n| `address_unknown` \u306a\u306e\u306b `tools_used` \u306b\u53d7\u6ce8\u306e\u7167\u4f1a\u304c\u7121\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089 `needs_human` |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u904b\u9001\u4f1a\u793e\u306e\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf | CSV\u306e\u8aad\u307f\u8fbc\u307f\u3001\u307e\u305f\u306fAPI\uff08\u5951\u7d04\u306b\u3088\u308b\uff09 | \u8ffd\u8de1\u756a\u53f7\u3054\u3068\u306e\u72b6\u6cc1\u3068\u65e5\u6642 |\n| \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08Call n8n Workflow Tool \u306e\u5148\u3067\u7167\u4f1a\uff09 | \u6ce8\u6587\u30fb\u9867\u5ba2\u30fb\u304a\u5c4a\u3051\u5148\u30fb\u540c\u68b1 |\n| \u30d8\u30eb\u30d7\u30c7\u30b9\u30af | \u8aad\u307f\u53d6\u308a\u3068\u4e0b\u66f8\u304d\u306e\u4f5c\u6210 | \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u7167\u4f1a\u3001\u9023\u7d61\u6587\u6848\u306e\u4e0b\u66f8\u304d |\n| \u793e\u5185\u30c1\u30b1\u30c3\u30c8\u7ba1\u7406 | \u8d77\u7968\u6848\u306e\u4f5c\u6210 | \u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3001\u518d\u9001\u306e\u624b\u914d |\n| \u4f8b\u5916\u53f0\u5e33 | \u8aad\u307f\u66f8\u304d | \u524d\u56de\u307e\u3067\u306e\u8a18\u9332\u3068\u3001\u4eca\u56de\u306e\u7d50\u679c |\n\n**\u9053\u5177\u306e\u5148\u306e\u5c0f\u3055\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u5165\u529b\u3092\u8ffd\u8de1\u756a\u53f7\u304b\u6ce8\u6587\u756a\u53f7\u306b\u9650\u308a\u307e\u3059\u3002** Call n8n Workflow Tool \u306f\u3001\u5165\u529b\u306e\u5024\u3092\u56fa\u5b9a\u5024\u30fb\u5f0f\u30fbAI\u306b\u57cb\u3081\u3055\u305b\u308b\u5024\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u6c7a\u3081\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u9867\u5ba2ID\u3084\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u691c\u7d22\u3067\u304d\u308b\u9053\u5177\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5225\u306e\u9867\u5ba2\u306e\u60c5\u5831\u307e\u3067\u5f15\u3051\u308b\u7d4c\u8def\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3078\u306f\u4e0b\u66f8\u304d\u3068\u3057\u3066\u7f6e\u304d\u3001\u9001\u4fe1\u306f\u3057\u307e\u305b\u3093\u3002** \u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u904b\u9001\u4f1a\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`contact` \u304c `now` \u306e\u3082\u306e\u3001`route_to` \u306b `carrier` \u304b `warehouse` \u304c\u3042\u308b\u3082\u306e\u3001`needs_human` \u306e\u3082\u306e\u3067\u3059\u3002** `wait` \u3068 `none` \u306f\u3001\u4ef6\u6570\u3068\u533a\u5206\u3092\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u6ce8\u6587\u3092\u7279\u5b9a\u3067\u304d\u306a\u3044\u3001\u533a\u5206\u304c `unknown`\u3001\u70b9\u691c\u306e\u898f\u5247\u306b\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\n2. **\u6587\u6848\u306e\u4e8b\u5b9f\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6ce8\u6587\u756a\u53f7\u30fb\u5546\u54c1\u540d\u30fb\u72b6\u6cc1\u304c\u3001\u53d7\u6ce8\u3068\u914d\u9001\u72b6\u6cc1\u306e\u30c7\u30fc\u30bf\u3068\u5408\u3063\u3066\u3044\u308b\u304b\n3. **\u9001\u308b** \u2026 \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n4. **\u904b\u9001\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3068\u518d\u9001\u3092\u624b\u914d\u3059\u308b** \u2026 \u8d77\u7968\u6848\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u30c1\u30b1\u30c3\u30c8\u3068\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\n5. **\u5224\u65ad\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 `wait` \u3092 `now` \u306b\u5909\u3048\u305f\u3001\u9023\u7d61\u3092\u3084\u3081\u305f\u3001\u306a\u3069\u3092\u6b8b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u65b9\u91dd\u8868\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u533a\u5206\u3067\u4f55\u5ea6\u3082\u8986\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u65b9\u91dd\u8868\u306e\u5f85\u3064\u65e5\u6570\u304c\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u7d42\u308f\u308b `wait` \u3068 `none` \u304c\u534a\u5206\u307b\u3069\u3001\u6587\u6848\u3092\u76f4\u3057\u3066\u9001\u308b\u3082\u306e\u3068\u624b\u914d\u306e\u8981\u308b\u3082\u306e\u304c\u6b8b\u308a\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3001\u7a7a\u3067\u3042\u308b | \u305d\u306e\u904b\u9001\u4f1a\u793e\u306e\u5206\u3092\u6b62\u3081\u3001\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u308b\u3002**\u524d\u56de\u306e\u30c7\u30fc\u30bf\u3067\u5224\u5b9a\u3057\u306a\u3044** |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057 | `unknown` \u3068\u3057\u3066\u4eba\u3078\u3002\u5bfe\u5fdc\u8868\u306b\u8ffd\u8a18\u3059\u308b |\n| \u8ffd\u8de1\u756a\u53f7\u304b\u3089\u6ce8\u6587\u304c\u5f15\u3051\u306a\u3044 | `needs_human`\u3002**\u6253\u3061\u9593\u9055\u3044\u3068\u5225\u9001\u306e\u8377\u7269\u3092\u7591\u3046** |\n| 1\u500b\u306e\u8377\u7269\u306b\u8907\u6570\u306e\u6ce8\u6587\u304c\u540c\u68b1 | `orders` \u306b\u5168\u90e8\u3092\u4e26\u3079\u3001\u9867\u5ba2\u304c\u9055\u3048\u3070\u6587\u6848\u3092\u5206\u3051\u308b |\n| \u9867\u5ba2\u304c\u3059\u3067\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u3044\u308b | `skip_inquiry_open`\u3002\u53d7\u4ed8\u5074\u306e\u62c5\u5f53\u8005\u306b\u72b6\u6cc1\u3060\u3051\u3092\u6e21\u3059 |\n| \u4f8b\u5916\u306e\u4ef6\u6570\u304c\u666e\u6bb5\u306e\u6570\u500d | \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3055\u305a\u3001\u307e\u3068\u3081\u3066\u306e\u304a\u77e5\u3089\u305b\u3092\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u7e70\u308a\u8fd4\u3057\u306e\u4e0a\u9650\u306b\u9054\u3057\u305f | `needs_human` \u3068\u3057\u3066\u6b8b\u3057\u3001\u305d\u306e\u56de\u306e\u9014\u4e2d\u7d4c\u904e\u3092\u4fdd\u5b58\u3059\u308b |\n| \u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u4f8b\u5916\u53f0\u5e33\u306b\u672a\u51e6\u7406\u3068\u3057\u3066\u6b8b\u3057\u3001\u6b21\u306e\u56de\u3067\u62fe\u3044\u76f4\u3059 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u307e\u3067\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u30c7\u30fc\u30bf\u306e\u53d7\u3051\u6e21\u3057\u3068\u3001\u8ffd\u8de1\u756a\u53f7\u306e\u8a18\u9332\u306e\u554f\u984c\u3067\u3059\u3002** \u3053\u3053\u3092\u76f4\u3059\u307b\u3046\u304c\u3001\u5224\u65ad\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u308a\u8fbc\u3093\u3060\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3068\u51fa\u8377\u5b9f\u7e3e\u306e\u3001\u56de\u3054\u3068\u306e\u4ef6\u6570\u3068\u53d6\u308a\u8fbc\u307f\u6642\u523b\n- \u4f8b\u5916\u3068\u3057\u3066\u62fe\u3063\u305f\u8377\u7269\u3068\u3001\u524d\u51e6\u7406\u3067\u4ed8\u3051\u305f\u5171\u901a\u533a\u5206\n- **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u547c\u3093\u3060\u9053\u5177\u3068\u3001\u305d\u306e\u7d50\u679c**\uff08`tools_used` \u3068\u9014\u4e2d\u7d4c\u904e\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\uff08JSON\u306e\u5168\u6587\uff09\u3068\u3001\u70b9\u691c\u306e\u898f\u5247\u306e\u7d50\u679c\n- **\u4eba\u304c\u5224\u65ad\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u9001\u3063\u305f\u6587\u9762\u3001\u9001\u3063\u305f\u65e5\u6642\n- \u4f8b\u5916\u53f0\u5e33\uff08\u8ffd\u8de1\u756a\u53f7\u30fb\u533a\u5206\u30fb\u9023\u7d61\u306e\u6709\u7121\u30fb\u5bfe\u5fdc\u5148\u30fb\u5b8c\u4e86\u65e5\uff09\n\n**3\u3064\u76ee\u306e\u9014\u4e2d\u7d4c\u904e\u306f\u3001AI Agent \u30ce\u30fc\u30c9\u306e Return Intermediate Steps \u3067\u51fa\u529b\u306b\u542b\u3081\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u9053\u5177\u3092\u3001\u3069\u306e\u9806\u3067\u547c\u3093\u3060\u304b\u304c\u6b8b\u308b\u306e\u3067\u3001**\u300c\u306a\u305c\u3053\u306e\u8377\u7269\u306f\u9023\u7d61\u3057\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u306e\u304b\u300d\u3092\u5f8c\u304b\u3089\u8ffd\u3048\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u3001\u9867\u5ba2\u304b\u3089\u300c\u5c4a\u304b\u306a\u3044\u300d\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u3042\u3063\u305f\u8377\u7269\u309220\u4ef6\u9078\u3076\uff08**\u4f4f\u6240\u4e0d\u660e\u30012\u500b\u53e3\u3001\u304a\u5c4a\u3051\u65e5\u6307\u5b9a\u306e\u3082\u306e\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e20\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u914d\u9001\u72b6\u6cc1\u3001\u53d7\u6ce8\u306e\u4e2d\u8eab\u3001\u5b9f\u969b\u306b\u9001\u3063\u305f\u8fd4\u4fe1\u3092\u7528\u610f\u3059\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u30011\u4ef6\u305a\u3064\u914d\u9001\u72b6\u6cc1\u3068\u53d7\u6ce8\u306e\u4e2d\u8eab\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u8377\u7269\u306b\u3064\u3044\u3066\u3001\u9867\u5ba2\u306b\u4eca\u9023\u7d61\u3059\u3079\u304d\u304b\u3001\u5f85\u3064\u3079\u304d\u304b\u3092\u5224\u65ad\u3057\u3001\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u9023\u7d61\u3059\u308b\u306a\u3089\u6587\u6848\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u9045\u308c\u306e\u539f\u56e0\u3068\u65b0\u3057\u3044\u304a\u5c4a\u3051\u4e88\u5b9a\u65e5\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5224\u65ad\u3068\u6587\u6848\u3092\u3001\u5f53\u6642\u306e\u5bfe\u5fdc\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u4e8b\u5b9f\u304c\u305d\u308d\u3048\u3070\u3001\u9023\u7d61\u306e\u8981\u5426\u3092\u5224\u65ad\u3067\u304d\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u5bfe\u5fdc\u3068\u540c\u3058\u5224\u65ad\u3067\u3001\u6587\u6848\u3082\u4f7f\u3048\u308b | **\u9053\u5177\u3092\u4f5c\u308a\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u9032\u3080** |\n| \u539f\u56e0\u3084\u4e88\u5b9a\u65e5\u3092\u66f8\u304d\u8db3\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5224\u65ad\u304c\u5f53\u6642\u306e\u62c5\u5f53\u8005\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3001\u6bd4\u3079\u3089\u308c\u306a\u3044 | **\u65b9\u91dd\u8868\u3092\u6c7a\u3081\u308b\u306e\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u9023\u7d61\u306e\u7dda\u5f15\u304d\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3063\u3066\u3044\u305f\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u305d\u306e\u5834\u5408\u306f\u300120\u4ef6\u3092\u6750\u6599\u306b\u65b9\u91dd\u8868\u3092\u4f5c\u3063\u3066\u304b\u3089\u3001\u540c\u305820\u4ef6\u3067\u3082\u3046\u4e00\u5ea6\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u914d\u9001\u72b6\u6cc1\u3068\u53d7\u6ce8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9023\u7d61\u306e\u8981\u5426\u3068\u6587\u6848\u3092\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u5224\u65ad\u3068\u6587\u6848","semi_auto_setup":"\u4e0a\u8a18\uff0b\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3092\u5b9a\u6642\u306b\u53d6\u308a\u8fbc\u307f\u3001\u898f\u5247\u3067\u4f8b\u5916\u3092\u62fe\u3063\u3066\u4e00\u89a7\u306b\u3059\u308b \uff0f \u4f8b\u5916\u306e\u898b\u56de\u308a\u3068\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3067\u53d7\u6ce8\u30fb\u9867\u5ba2\u30fb\u5c65\u6b74\u3092\u5f15\u304d\u3001\u6587\u6848\u3068\u8d77\u7968\u6848\u3092\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3068\u793e\u5185\u30c1\u30b1\u30c3\u30c8\u306b\u7f6e\u304f \uff0f \u898b\u56de\u308a\u304b\u3089\u4e0b\u66f8\u304d\u307e\u3067\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001360\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u3088\u308a\u5148\u306b\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002** \u898b\u56de\u308a\u3068\u4f8b\u5916\u306e\u62fe\u3044\u51fa\u3057\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u8377\u7269\u304b\u3089\u6ce8\u6587\u3092\u5f15\u304f\u4f5c\u696d\u3068\u6587\u9762\u4f5c\u308a\u304c\u6b8b\u308a\u3001**1\u4ef615\u5206\u304c10\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** **\u672c\u683c\u69cb\u6210\u30674\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**2\u500b\u53e3\u3084\u540c\u68b1\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u3001\u9023\u7d61\u306e\u8981\u5426\u306e\u5224\u65ad\u304c\u30011\u4ef6\u305a\u3064\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\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001`unknown` \u306b\u306a\u308b\u8a00\u3044\u56de\u3057\u3068\u3001\u65b9\u91dd\u8868\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u533a\u5206\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\u307b\u3046\u304c\u3001`needs_human` \u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6301\u3061\u623b\u308a\u306e\u305f\u3073\u306b\u9867\u5ba2\u3078\u9023\u7d61\u304c\u51fa\u308b | **\u65b9\u91dd\u8868\u3067\u5f85\u3064\u65e5\u6570\u3092\u6c7a\u3081\u308b\u3002** \u8ff7\u3063\u305f\u3089 `now` \u306b\u3057\u306a\u3044\u3068\u6307\u793a\u306b\u66f8\u304f |\n| \u6587\u6848\u306b\u539f\u56e0\u3084\u65b0\u3057\u3044\u4e88\u5b9a\u65e5\u304c\u5165\u308b | \u6307\u793a\u3067\u7981\u3058\u3001**\u65e5\u4ed8\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u691c\u77e5\u3059\u308b** |\n| \u540c\u3058\u8377\u7269\u304c\u6bce\u56de\u4e0a\u304c\u3063\u3066\u304f\u308b | \u4f8b\u5916\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u3068\u304d\u3060\u3051\u51fa\u3059** |\n| \u671d\u306e\u898b\u56de\u308a\u304c\u591c\u4e2d\u306b\u52d5\u304f | \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u8a2d\u5b9a\u3059\u308b\u3002\u81ea\u524d\u306e\u65e2\u5b9a\u306f America\/New York |\n| \u4fdd\u5b58\u3057\u305f\u3060\u3051\u3067\u52d5\u304b\u306a\u3044 | Schedule Trigger \u306f**\u4fdd\u5b58\u3057\u3066\u516c\u958b**\u3059\u308b |\n| \u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u3092AI\u304c\u65e5\u306b\u3088\u3063\u3066\u9055\u3046\u533a\u5206\u306b\u3059\u308b | \u5bfe\u5fdc\u8868\u3067\u7f6e\u304d\u63db\u3048\u3001**\u7121\u3044\u3082\u306e\u306f `unknown` \u306b\u3059\u308b** |\n| 2\u500b\u53e3\u306e\u7247\u65b9\u3060\u3051\u3067\u9023\u7d61\u3057\u3066\u3057\u307e\u3046 | \u540c\u3058\u6ce8\u6587\u306e\u4ed6\u306e\u8377\u7269\u3092\u5f15\u304f\u9053\u5177\u3092\u7528\u610f\u3057\u3001`tools_used` \u3067\u78ba\u304b\u3081\u308b |\n| \u554f\u3044\u5408\u308f\u305b\u4e2d\u306e\u9867\u5ba2\u306b\u5225\u306e\u9023\u7d61\u304c\u5c4a\u304f | \u672a\u5b8c\u4e86\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5f15\u304d\u3001**`skip_inquiry_open` \u3067\u6b62\u3081\u308b** |\n| \u5927\u96ea\u306e\u65e5\u306b\u4f55\u767e\u901a\u3082\u6587\u6848\u304c\u3067\u304d\u308b | \u4ef6\u6570\u304c\u666e\u6bb5\u306e\u6570\u500d\u306a\u3089\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3055\u305a\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u5225\u306e\u9867\u5ba2\u306e\u60c5\u5831\u307e\u3067\u5f15\u3051\u308b | \u9053\u5177\u306e\u5165\u529b\u3092\u8ffd\u8de1\u756a\u53f7\u3068\u6ce8\u6587\u756a\u53f7\u306b\u9650\u308b |\n| \u547c\u3076\u3079\u304d\u9053\u5177\u3092\u547c\u3070\u306a\u3044 | Description \u306b\u3044\u3064\u4f7f\u3046\u304b\u3092\u5177\u4f53\u7684\u306b\u66f8\u304d\u3001**`tools_used` \u3092\u5f8c\u6bb5\u306e\u898f\u5247\u3067\u78ba\u304b\u3081\u308b** |\n| \u7e70\u308a\u8fd4\u3057\u306e\u4e0a\u9650\u306b\u9054\u3057\u3066\u6b62\u307e\u308b | \u65e2\u5b9a\u306f10\u56de\u3002**\u9053\u5177\u30924\u3064\u306b\u7d5e\u308a\u3001\u8377\u7269\u306f1\u4ef6\u305a\u3064\u6e21\u3059** |\n| \u30ae\u30d5\u30c8\u306e\u53d7\u3051\u53d6\u308a\u624b\u306b\u9023\u7d61\u304c\u884c\u304f | **\u9023\u7d61\u5148\u306f\u6ce8\u6587\u8005\u306b\u56fa\u5b9a\u3059\u308b\u3002** \u5b9b\u5148\u306f\u9053\u5177\u306e\u8fd4\u308a\u5024\u3067\u306f\u306a\u304f\u898f\u5247\u3067\u6c7a\u3081\u308b |\n| \u904b\u9001\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u304c\u5c4a\u304b\u306a\u3044\u65e5\u306b\u5168\u4ef6\u304c\u300c\u672a\u66f4\u65b0\u300d\u306b\u306a\u308b | **\u30c7\u30fc\u30bf\u306e\u6709\u7121\u3092\u5148\u306b\u78ba\u304b\u3081\u3001\u7121\u3044\u56de\u306f\u6b62\u3081\u308b** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u5148\u56de\u308a\u306e\u9023\u7d61\u304c\u4f59\u8a08\u306a\u3053\u3068\u307e\u3067\u4f1d\u3048\u3066\u3057\u307e\u3046\u5931\u6557\u3067\u3059\u3002**\u5148\u56de\u308a\u306e\u9023\u7d61\u306f\u3001\u591a\u3059\u304e\u308b\u3068\u9867\u5ba2\u306b\u3068\u3063\u3066\u8ff7\u60d1\u306b\u306a\u308a\u307e\u3059\u3002** \u4f55\u3092\u9023\u7d61\u3057\u306a\u3044\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**\u4e0b\u306e3\u884c\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u3093\u3060\u6700\u521d\u306e\u9031\u306b\u51fa\u307e\u3059\u3002** \u3069\u308c\u3082\u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u306f\u9632\u304e\u304d\u308c\u305a\u3001**\u9053\u5177\u306e\u6570\u3068\u5165\u529b\u3001\u5b9b\u5148\u3092\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u3067\u56fa\u3081\u3066\u304a\u304f\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002** \u5224\u65ad\u3092AI\u306b\u4efb\u305b\u308b\u7bc4\u56f2\u3092\u72ed\u304f\u3057\u3066\u304a\u304f\u307b\u3069\u3001\u3064\u307e\u305a\u304d\u306f\u65e9\u304f\u898b\u3064\u304b\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u5ba2\u306e\u6c0f\u540d\u3001\u304a\u5c4a\u3051\u5148\u306e\u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\u3001\u6ce8\u6587\u306e\u4e2d\u8eab\u3001\u30ae\u30d5\u30c8\u306e\u8d08\u308a\u4e3b\u3068\u53d7\u3051\u53d6\u308a\u624b\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u5c65\u6b74\u3067\u3059\u3002**\u8d08\u308a\u4e3b\u3068\u53d7\u3051\u53d6\u308a\u624b\u304c\u5225\u306e\u500b\u4eba\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u304c\u3001\u3053\u306e\u984c\u6750\u306e\u7279\u5fb4\u3067\u3059\u3002**\n\n1. **\u5229\u7528\u76ee\u7684\u306e\u7bc4\u56f2\u3067\u6271\u3046** \u2026 \u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u901a\u5247\u7de8\uff09\u3067\u306f\u3001\u5229\u7528\u76ee\u7684\u3092\u3067\u304d\u308b\u9650\u308a\u5177\u4f53\u7684\u306b\u7279\u5b9a\u3057\u3001\u305d\u306e\u9054\u6210\u306b\u5fc5\u8981\u306a\u7bc4\u56f2\u3092\u8d85\u3048\u3066\u6271\u3046\u5834\u5408\u306f\u3042\u3089\u304b\u3058\u3081\u672c\u4eba\u306e\u540c\u610f\u304c\u8981\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u914d\u9001\u306e\u9023\u7d61\u306f\u6ce8\u6587\u306e\u5c65\u884c\u306b\u4f34\u3046\u3082\u306e\u3067\u3059\u304c\u3001\u898b\u56de\u308a\u3067\u96c6\u3081\u305f\u8a18\u9332\u3092\u8ca9\u4fc3\u306b\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u81ea\u793e\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30dd\u30ea\u30b7\u30fc\u306e\u5229\u7528\u76ee\u7684\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u62c5\u5f53\u90e8\u7f72\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\n2. **\u751f\u6210AI\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\u306e\u306f\u4f8b\u5916\u306e\u51fa\u305f\u8377\u7269\u3060\u3051\u3067\u3001**\u96fb\u8a71\u756a\u53f7\u3084\u4f4f\u6240\u306e\u5168\u6587\u306f\u3001\u6587\u6848\u306b\u8981\u3089\u306a\u3051\u308c\u3070\u9053\u5177\u306e\u8fd4\u308a\u5024\u304b\u3089\u5916\u3057\u307e\u3059\u3002** \u4f4f\u6240\u4e0d\u660e\u306e\u78ba\u8a8d\u3067\u3082\u3001\u756a\u5730\u306e\u6b20\u3051\u3092\u793a\u3059\u306e\u306b\u5168\u6587\u306f\u8981\u308a\u307e\u305b\u3093\n3. **\u751f\u6210AI\u306e\u63d0\u4f9b\u5143\u3092\u59d4\u8a17\u5148\u3068\u3057\u3066\u6271\u3046** \u2026 \u540c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u53d6\u6271\u3044\u3092\u59d4\u8a17\u3059\u308b\u5834\u5408\u3001\u59d4\u8a17\u5148\u306b\u5bfe\u3057\u3066\u5fc5\u8981\u304b\u3064\u9069\u5207\u306a\u76e3\u7763\u3092\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5165\u529b\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3001\u4fdd\u5b58\u671f\u9593\u306f\u3069\u3046\u304b\u3092\u3001\u5951\u7d04\u3068\u8a2d\u5b9a\u306e\u4e21\u65b9\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044**\n4. **\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u540c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u500b\u4eba\u30c7\u30fc\u30bf\u306f\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u3063\u305f\u3068\u304d\u306b\u9045\u6ede\u306a\u304f\u6d88\u53bb\u3059\u308b\u3088\u3046\u52aa\u3081\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4f8b\u5916\u53f0\u5e33\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9014\u4e2d\u7d4c\u904e\u306f\u3001\u914d\u9054\u5b8c\u4e86\u3068\u5bfe\u5fdc\u306e\u5b8c\u4e86\u304b\u3089\u4e00\u5b9a\u671f\u9593\uff08\u4f8b\uff1a6\u304b\u6708\uff09\u3067\u6d88\u3059**\u3001\u3068\u5148\u306b\u6c7a\u3081\u307e\u3059\n5. **\u898b\u3089\u308c\u308b\u4eba\u3092\u9650\u308b** \u2026 \u4f8b\u5916\u53f0\u5e33\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9f\u884c\u5c65\u6b74\u306b\u306f\u3001\u9867\u5ba2\u306e\u4f4f\u6240\u3068\u6ce8\u6587\u304c\u6b8b\u308a\u307e\u3059\u3002**\u7269\u6d41\u30c1\u30fc\u30e0\u3068\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u62c5\u5f53\u8005\u306b\u9650\u308a\u3001** \u5b9f\u884c\u5c65\u6b74\u306b\u500b\u4eba\u60c5\u5831\u3092\u6b8b\u3055\u306a\u3044\u8a2d\u5b9a\u3082\u691c\u8a0e\u3057\u307e\u3059\n6. **\u30ae\u30d5\u30c8\u306e\u53d7\u3051\u53d6\u308a\u624b\u306e\u60c5\u5831\u3092\u6ce8\u6587\u8005\u3078\u306e\u6587\u9762\u306b\u66f8\u304d\u904e\u304e\u306a\u3044** \u2026 \u8d08\u308a\u4e3b\u3068\u53d7\u3051\u53d6\u308a\u624b\u306f\u5225\u306e\u500b\u4eba\u3067\u3059\u3002**\u4f4f\u6240\u4e0d\u660e\u306e\u78ba\u8a8d\u3067\u3082\u3001\u53d7\u3051\u53d6\u308a\u624b\u306e\u4f4f\u6240\u306e\u5168\u6587\u3092\u6ce8\u6587\u8005\u5b9b\u3066\u306e\u6587\u9762\u306b\u5199\u3055\u305a\u3001\u78ba\u8a8d\u304c\u8981\u308b\u7b87\u6240\u3060\u3051\u3092\u793a\u3057\u307e\u3059**\n7. **\u9867\u5ba2\u3078\u306e\u9001\u4fe1\u3068\u88dc\u511f\u306e\u5224\u65ad\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u9045\u308c\u306e\u304a\u8a6b\u3073\u3084\u88dc\u511f\u306e\u7bc4\u56f2\u306f\u3001\u81ea\u793e\u306e\u65b9\u91dd\u3068\u3057\u3066\u4eba\u304c\u6c7a\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u9023\u7d61\u3059\u3079\u304d\u8377\u7269\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u3068\u3001\u8981\u3089\u306a\u3044\u9023\u7d61\u3084\u8aa4\u3063\u305f\u9023\u7d61\u3092\u9001\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u4f8b\u5916\u53f0\u5e33\u306e\u7a81\u304d\u5408\u308f\u305b\u306e\u8aa4\u308a\u3067\u3001\u5f8c\u8005\u306f\u65b9\u91dd\u8868\u306e\u4e0d\u8db3\u3068\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u306e\u66f8\u304d\u8db3\u3057\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u898f\u5247\u3068\u4eba\u306e\u78ba\u8a8d\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u6708\u306b\u6570\u5343\u500b\u4ee5\u4e0a\u3092\u5b85\u914d\u4fbf\u3067\u51fa\u8377\u3057\u3001\u914d\u9001\u306e\u9045\u308c\u3084\u4f4f\u6240\u4e0d\u660e\u3092\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u521d\u3081\u3066\u77e5\u308b\u3053\u3068\u304c\u591a\u3044EC\u4e8b\u696d\u8005\u30fb\u5c0f\u58f2\u696d\u30fb\u5546\u793e\u306a\u3069\u3002\u904b\u9001\u4f1a\u793e\u306e\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u3001\u8ffd\u8de1\u756a\u53f7\u3054\u3068\u306e\u914d\u9001\u72b6\u6cc1\u3092CSV\u3084API\u3067\u53d6\u308a\u51fa\u305b\u308b\u5951\u7d04\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u8ffd\u8de1\u756a\u53f7\u304c\u8a18\u9332\u3055\u308c\u3066\u304a\u308a\u3001\u8377\u7269\u304b\u3089\u6ce8\u6587\u3068\u9867\u5ba2\u3092\u5f15\u3051\u308b\u5834\u5408\u3002\u304a\u5c4a\u3051\u65e5\u306e\u6307\u5b9a\u3084\u30ae\u30d5\u30c8\u306a\u3069\u3001\u9045\u308c\u308b\u3068\u56f0\u308b\u6ce8\u6587\u304c\u4e00\u5b9a\u6570\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u51fa\u8377\u304c\u6708\u306b\u6570\u767e\u500b\u4ee5\u4e0b\u3067\u3001\u904b\u9001\u4f1a\u793e\u306e\u7ba1\u7406\u753b\u9762\u3092\u76ee\u3067\u898b\u308c\u3070\u8db3\u308a\u308b\u5834\u5408\u3002\u914d\u9001\u72b6\u6cc1\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d6\u308a\u51fa\u3059\u624b\u6bb5\u304c\u5951\u7d04\u4e0a\u306a\u304f\u3001\u8ffd\u8de1\u30da\u30fc\u30b8\u30921\u4ef6\u305a\u3064\u958b\u304f\u3057\u304b\u306a\u3044\u5834\u5408\u3002\u8ffd\u8de1\u756a\u53f7\u304c\u53d7\u6ce8\u3068\u7d50\u3073\u4ed8\u3044\u3066\u8a18\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u914d\u9001\u306e\u9045\u308c\u306b\u3064\u3044\u3066\u9867\u5ba2\u306b\u3069\u3053\u307e\u3067\u8aac\u660e\u3057\u3001\u88dc\u511f\u3059\u308b\u304b\u3068\u3044\u3046\u65b9\u91dd\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u65b9\u3092\u78ba\u304b\u3081\u308b**\n\n\u5951\u7d04\u3057\u3066\u3044\u308b\u904b\u9001\u4f1a\u793e\u306b\u3001**\u8ffd\u8de1\u756a\u53f7\u3054\u3068\u306e\u914d\u9001\u72b6\u6cc1\u3092\u3001\u3069\u306e\u5f62\u5f0f\u3067\u3001\u3069\u306e\u9805\u76ee\u3067\u3001\u3069\u306e\u983b\u5ea6\u3067\u53d6\u308a\u51fa\u305b\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u53d7\u6ce8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u8ffd\u8de1\u756a\u53f7\u304c\u6f0f\u308c\u306a\u304f\u6b8b\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u5148\u6708\u306e\u51fa\u8377\u3067\u6570\u3048\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u554f\u3044\u5408\u308f\u305b\u306e\u3042\u3063\u305f\u8377\u7269\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u9023\u7d61\u306e\u8981\u5426\u3068\u6587\u6848\u3092\u51fa\u3055\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u5bfe\u5fdc\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u539f\u56e0\u3084\u4e88\u5b9a\u65e5\u3092\u66f8\u304d\u8db3\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5bfe\u5fdc\u8868\u3068\u65b9\u91dd\u8868\u3092\u4f5c\u308b**\n\n**\u904b\u9001\u4f1a\u793e\u3054\u3068\u306e\u72b6\u6cc1\u306e\u8a00\u3044\u56de\u3057\u3092\u5171\u901a\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u308b\u5bfe\u5fdc\u8868\u3068\u3001\u533a\u5206\u3054\u3068\u306b\u9023\u7d61\u3059\u308b\u304b\u30fb\u4f55\u65e5\u5f85\u3064\u304b\u306e\u65b9\u91dd\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002** \u65b9\u91dd\u8868\u306f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u8cac\u4efb\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002\u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3046\u3061\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u3080\u3068\u3001\u6587\u6848\u306f\u51fa\u308b\u306e\u306b\u8ab0\u3082\u9001\u308c\u306a\u3044\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u898b\u56de\u308a\u3068\u4f8b\u5916\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nn8n \u306e Schedule Trigger \u3067\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5171\u901a\u533a\u5206\u306b\u7f6e\u304d\u63db\u3048\u3001\u4f8b\u5916\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u308f\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u6bce\u65e5\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u9053\u5177\u30924\u3064\u4f5c\u308a\u3001AI Agent \u30ce\u30fc\u30c9\u306b\u3064\u306a\u3044\u3067\u3001\u5224\u65ad\u3068\u6587\u6848\u3092\u4f8b\u5916\u53f0\u5e33\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u307e\u3060\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306b\u306f\u7f6e\u304d\u307e\u305b\u3093\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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\u5229\u7528\u76ee\u7684\u306e\u7279\u5b9a\u3068\u3001\u7bc4\u56f2\u3092\u8d85\u3048\u308b\u53d6\u6271\u3044\u306b\u672c\u4eba\u306e\u540c\u610f\u304c\u8981\u308b\u3053\u3068\u3002\u4e0d\u8981\u306a\u500b\u4eba\u30c7\u30fc\u30bf\u3092\u9045\u6ede\u306a\u304f\u6d88\u53bb\u3059\u308b\u3088\u3046\u52aa\u3081\u308b\u3053\u3068\u3002\u59d4\u8a17\u5148\u306e\u76e3\u7763 | [\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a: \u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u901a\u5247\u7de8\uff09](https:\/\/www.ppc.go.jp\/personalinfo\/legal\/guidelines_tsusoku\/) | 2026-09-29 |\n\n**\u914d\u9001\u72b6\u6cc1\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3068\u53d6\u308a\u51fa\u3057\u65b9\u306f\u3001\u5951\u7d04\u3057\u3066\u3044\u308b\u904b\u9001\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** 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