{"id":11335,"date":"2026-09-17T09:42:29","date_gmt":"2026-09-17T00:42:29","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/recruit-funnel-monthly-analysis\/"},"modified":"2026-09-17T09:42:29","modified_gmt":"2026-09-17T00:42:29","slug":"recruit-funnel-monthly-analysis","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/recruit-funnel-monthly-analysis\/","title":{"rendered":"\u63a1\u7528\u306e\u9078\u8003\u6b69\u7559\u307e\u308a\u3092\u6bce\u6708\u96c6\u8a08\u3057\u3066\u3001\u3069\u3053\u3067\u5019\u88dc\u8005\u304c\u96e2\u8131\u3057\u3066\u3044\u308b\u304b\u3092\u6d17\u3044\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u5165\u529b\u306b\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3054\u3068\u306e\u5fdc\u52df\u304b\u3089\u5185\u5b9a\u627f\u8afe\u307e\u3067\u306e\u901a\u904e\u7387\u3092\u96c6\u8a08\u3057\u3001\u524d\u6708\u3068\u306e\u5dee\u304c\u5927\u304d\u3044\u7b87\u6240\u3068\u3001\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u8ad6\u70b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0107","platform_main":"Google Apps Script","publish_date":"","last_updated":"2026-09-17","tech_verified_date":"2026-09-17","trigger":"**\u6bce\u67081\u65e5\u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc**\u3067\u52d5\u304b\u3057\u307e\u3059\u3002Apps Script \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u5206\u5358\u4f4d\u30fb\u6642\u9593\u5358\u4f4d\u30fb\u65e5\u5358\u4f4d\u30fb\u9031\u5358\u4f4d\u30fb\u6708\u5358\u4f4d\u3067\u5b9f\u884c\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n\u305f\u3060\u3057\u5b9f\u884c\u6642\u523b\u306f\u6b63\u78ba\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u5348\u524d9\u6642\u306e\u30c8\u30ea\u30ac\u30fc\u3092\u4f5c\u3063\u305f\u5834\u5408\u3001\u5b9f\u969b\u306b\u306f\u5348\u524d9\u6642\u304b\u3089\u5348\u524d10\u6642\u306e\u9593\u306e\u3044\u305a\u308c\u304b\u306e\u6642\u523b\u306b\u5b9f\u884c\u3055\u308c\u308b\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u63a1\u7528\u4f1a\u8b70\u306e\u76f4\u524d\u306b\u8d70\u3089\u305b\u308b\u8a2d\u8a08\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4f1a\u8b70\u304c10\u6642\u306a\u3089\u3001\u30c8\u30ea\u30ac\u30fc\u306f\u524d\u65e5\u306e\u591c\u306b\u7f6e\u304d\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9 | \u5019\u88dc\u8005ID\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3001\u6d41\u5165\u7d4c\u8def\u3001\u73fe\u5728\u306e\u6bb5\u968e\u3001\u65e5\u4ed8 | ATS |\n| \u6bb5\u968e\u306e\u9077\u79fb\u5c65\u6b74 | \u3044\u3064\u3069\u306e\u6bb5\u968e\u306b\u9032\u3093\u3060\u304b\u3001\u3044\u3064\u843d\u3061\u305f\u304b | ATS |\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8 | \u5019\u88dc\u8005\u304b\u3089\u306e\u8f9e\u9000\u7406\u7531\u3001\u793e\u5185\u306e\u898b\u9001\u308a\u7406\u7531 | ATS |\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf | \u6b63\u898f\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3001\u90e8\u7f72\u3001\u52df\u96c6\u4eba\u6570\u3001\u512a\u5148\u5ea6 | \u793e\u5185\u3067\u4f5c\u308b |\n| \u904e\u53bb12\u304b\u6708\u306e\u96c6\u8a08\u7d50\u679c | \u524d\u6708\u307e\u3067\u306e\u901a\u904e\u7387 | \u81ea\u5206\u3067\u4f5c\u3063\u305f\u6708\u6b21\u30b7\u30fc\u30c8 |","data_source":"**ATS\u304b\u3089\uff1a** API\u304c\u3042\u308c\u3070API\u3067\u3001\u306a\u3051\u308c\u3070\u6708\u521d\u306eCSV\u66f8\u304d\u51fa\u3057\u3092\u4eba\u304c1\u56de\u884c\u3044\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u3053\u306e1\u56de\u306e\u624b\u4f5c\u696d\u306f\u6b8b\u3057\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u67081\u56de2\u5206\u306e\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306b\u3001ATS\u306eAPI\u8a8d\u8a3c\u3092\u7d44\u3080\u306e\u306f\u5272\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002\n\nApps Script \u304b\u3089\u5916\u90e8\u306eAPI\u3092\u547c\u3076\u306b\u306f `UrlFetchApp` \u3092\u4f7f\u3044\u307e\u3059\u3002ATS\u306eAPI\u3082\u751f\u6210AI\u306eAPI\u3082\u3001\u540c\u3058\u65b9\u6cd5\u3067\u547c\u3079\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u96c6\u8a08\u7d50\u679c\uff1a** \u540c\u3058\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u6708\u6b21\u306e\u30b7\u30fc\u30c8\u3092\u7a4d\u3093\u3067\u3044\u304d\u307e\u3059\u300212\u304b\u6708\u3076\u3093\u306e\u63a8\u79fb\u3092\u898b\u308b\u305f\u3081\u306b\u3001**\u6bce\u6708\u306e\u96c6\u8a08\u7d50\u679c\u3092\u5fc5\u305a\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u3092\u6d88\u3059\u3068\u3001\u7fcc\u6708\u304b\u3089\u300c3\u304b\u6708\u7d9a\u3051\u3066\u843d\u3061\u3066\u3044\u308b\u300d\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002","preprocessing":"1. **\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u540d\u5bc4\u305b** \u2026 \u81ea\u7531\u5165\u529b\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3092\u30de\u30b9\u30bf\u306b\u5bc4\u305b\u307e\u3059\u3002\u5b8c\u5168\u4e00\u81f4\u3067\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u306f\u751f\u6210AI\u306b\u5019\u88dc\u3092\u51fa\u3055\u305b\u3001**\u4eba\u304c1\u56de\u78ba\u8a8d\u3057\u3066\u30de\u30b9\u30bf\u306b\u767b\u9332\u3057\u307e\u3059\u3002** \u81ea\u52d5\u3067\u30de\u30b9\u30bf\u306b\u8ffd\u52a0\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n2. **\u91cd\u8907\u5019\u88dc\u8005\u306e\u9664\u53bb** \u2026 \u540c\u3058\u4eba\u304c\u8907\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u5fdc\u52df\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5019\u88dc\u8005ID\u3067\u6570\u3048\u3001\u4eba\u6570\u3068\u5fdc\u52df\u4ef6\u6570\u3092\u5206\u3051\u3066\u96c6\u8a08\u3057\u307e\u3059\n3. **\u9078\u8003\u4e2d\u306e\u9664\u5916** \u2026 \u307e\u3060\u9078\u8003\u4e2d\u306e\u5019\u88dc\u8005\u3092\u300c\u843d\u3061\u305f\u300d\u306b\u6570\u3048\u308b\u3068\u901a\u904e\u7387\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002**\u5f53\u6708\u672b\u6642\u70b9\u3067\u9078\u8003\u4e2d\u306e\u4eba\u306f\u6bcd\u6570\u304b\u3089\u5916\u3057\u307e\u3059**\n4. **\u5c11\u4eba\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u6271\u3044** \u2026 \u5fdc\u52df\u304c3\u4ef6\u4ee5\u4e0b\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u901a\u904e\u7387\u3092\u51fa\u3057\u307e\u305b\u3093\u30021\u4eba\u843d\u3061\u305f\u3060\u3051\u306733\uff05\u52d5\u304f\u305f\u3081\u3001\u50be\u5411\u3068\u3057\u3066\u8aad\u3081\u307e\u305b\u3093","ai_processing":"\u96c6\u8a08\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u96c6\u8a08\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8a08\u7b97\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6bb5\u968e\u3054\u3068\u306e\u4eba\u6570\u3001\u901a\u904e\u7387\u3001\u524d\u6708\u5dee\u300112\u304b\u6708\u306e\u63a8\u79fb\u3002**\u6570\u5b57\u306e\u8a08\u7b97\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u6570\u3048\u9055\u3044\u304c\u8d77\u304d\u305f\u3068\u304d\u306b\u8ffd\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u533a\u5206\u3051 | \u300c\u5e74\u53ce\u300d\u300c\u52e4\u52d9\u5730\u300d\u300c\u4ed6\u793e\u6c7a\u5b9a\u300d\u300c\u9078\u8003\u30b9\u30d4\u30fc\u30c9\u300d\u306a\u3069\u306e\u533a\u5206\u306b\u5206\u3051\u308b |\n| \u843d\u3061\u8fbc\u307f\u306e\u8a00\u8a9e\u5316 | \u6570\u5b57\u306e\u5909\u5316\u3092\u3001\u8aad\u3093\u3067\u5206\u304b\u308b\u6587\u306b\u3059\u308b |\n| \u8ad6\u70b9\u306e\u4f5c\u6210 | \u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u305d\u3046\u304b\u300d\u300c\u78ba\u304b\u3081\u308b\u3079\u304d\u3053\u3068\u300d\u3092\u4e26\u3079\u308b |\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u540d\u5bc4\u305b\u5019\u88dc | \u30de\u30b9\u30bf\u306b\u5f53\u305f\u3089\u306a\u3044\u8868\u8a18\u306e\u3001\u5bc4\u305b\u5148\u306e\u5019\u88dc\u3092\u51fa\u3059 |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u63a1\u7528\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u5206\u6790\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u96c6\u8a08\u7d50\u679c\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u3001\u4eca\u6708\u306e\u8ad6\u70b9\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u6e21\u3055\u308c\u305f\u96c6\u8a08\u7d50\u679c\u306e\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u81ea\u5206\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u308a\u3001\u4e38\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6bcd\u6570\u304c5\u4eba\u672a\u6e80\u306e\u901a\u904e\u7387\u306b\u3064\u3044\u3066\u306f\u3001\u50be\u5411\u3092\u8ff0\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6bcd\u6570\u304c\u5c11\u306a\u304f\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7406\u7531\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30b3\u30e1\u30f3\u30c8\u304c\u5c11\u306a\u3044\u3068\u304d\u306f\u300c\u30b3\u30e1\u30f3\u30c8\u304c3\u4ef6\u3057\u304b\u306a\u3044\u300d\u3068\u4ef6\u6570\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u8005\u306e\u6c0f\u540d\u3001\u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u69cb\u6210\u306b\u306f\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u3053\u308c\u3089\u306f\u63a1\u7528\u306e\u53ef\u5426\u3068\u95a2\u4fc2\u3057\u307e\u305b\u3093\u3002\n- \u6253\u3061\u624b\u306f\u65ad\u5b9a\u305b\u305a\u3001\u300c\u78ba\u304b\u3081\u308b\u3079\u304d\u3053\u3068\u300d\u3068\u3057\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u6708\u306e\u96c6\u8a08\u7d50\u679c\u3011\n{funnel_stats}\n\n\u3010\u76f4\u8fd112\u304b\u6708\u306e\u63a8\u79fb\u3011\n{trend_12m}\n\n\u3010\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\uff08\u5f53\u6708\u5206\uff09\u3011\n{decline_comments}\n\n\u3010\u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf\u3011\n{position_master}\n```\n\n**\u300c\u6bcd\u6570\u304c5\u4eba\u672a\u6e80\u306a\u3089\u50be\u5411\u3092\u8ff0\u3079\u306a\u3044\u300d\u306e1\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u3053\u308c\u3092\u5165\u308c\u306a\u3044\u3068\u3001\u5fdc\u52df3\u4eba\u30671\u4eba\u304c\u8f9e\u9000\u3057\u305f\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u539f\u56e0\u304c\u66f8\u304b\u308c\u307e\u3059\u3002\u6570\u5b57\u304c\u5c0f\u3055\u3044\u307b\u3069\u3001\u751f\u6210AI\u306f\u65ad\u5b9a\u7684\u306b\u66f8\u304d\u307e\u3059\u3002","output_data":"Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001JSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30fb\u914d\u5217\u30fb\u6587\u5b57\u5217\u30fb\u6570\u5024\u306a\u3069\u306e\u57fa\u672c\u578b\u306b\u52a0\u3048\u3001`enum` \u3067\u5024\u3092\u6c7a\u307e\u3063\u305f\u96c6\u5408\u306b\u9650\u5b9a\u3067\u304d\u307e\u3059\u3002**\u8f9e\u9000\u7406\u7531\u306e\u533a\u5206\u306f `enum` \u3067\u56fa\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u81ea\u7531\u306b\u66f8\u304b\u305b\u308b\u3068\u3001\u6bce\u6708\u9055\u3046\u8a00\u8449\u304c\u51fa\u3066\u304d\u3066\u96c6\u8a08\u3067\u304d\u307e\u305b\u3093\u3002\n\n```json\n{\n  \"position_id\": \"\",\n  \"position_name\": \"\",\n  \"sample_size\": 0,\n  \"judgeable\": true,\n  \"stage_alerts\": [\n    {\n      \"stage\": \"\u66f8\u985e\u9078\u8003 | \u4e00\u6b21\u9762\u63a5 | \u4e8c\u6b21\u9762\u63a5 | \u6700\u7d42\u9762\u63a5 | \u5185\u5b9a\u627f\u8afe\",\n      \"rate_this_month\": 0,\n      \"rate_prev_month\": 0,\n      \"direction\": \"down | up | flat\",\n      \"months_in_a_row\": 0\n    }\n  ],\n  \"decline_reasons\": [\n    {\n      \"category\": \"\u5e74\u53ce | \u52e4\u52d9\u5730 | \u696d\u52d9\u5185\u5bb9 | \u9078\u8003\u30b9\u30d4\u30fc\u30c9 | \u4ed6\u793e\u6c7a\u5b9a | \u793e\u98a8 | \u305d\u306e\u4ed6\",\n      \"count\": 0,\n      \"quote\": \"\"\n    }\n  ],\n  \"points\": [],\n  \"to_verify\": [],\n  \"note\": \"\"\n}\n```\n\n\u901a\u904e\u7387\u306f\u6587\u5b57\u5217\u3067\u306a\u304f\u6570\u5024\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\u6587\u5b57\u5217\u306b\u3059\u308b\u3068\u300c42\uff05\u300d\u306e\u3088\u3046\u306b\u8a18\u53f7\u3064\u304d\u3067\u8fd4\u308a\u3001\u5f8c\u6bb5\u306e\u30b0\u30e9\u30d5\u3067\u58ca\u308c\u307e\u3059\u3002","integration_systems":"\u51fa\u529b\u5148\u306f3\u901a\u308a\u3042\u308a\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | \u6708\u6b21\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u8fbc\u3080\u3002\u3044\u3061\u3070\u3093\u7c21\u5358\u3067\u3001\u4f1a\u8b70\u3067\u305d\u306e\u307e\u307e\u958b\u3051\u308b |\n| \u901a\u77e5 | \u843d\u3061\u8fbc\u307f\u304c3\u304b\u6708\u7d9a\u3044\u305f\u30dd\u30b8\u30b7\u30e7\u30f3\u3060\u3051\u3092\u3001\u63a1\u7528\u62c5\u5f53\u306e\u30c1\u30e3\u30c3\u30c8\u3078\u6d41\u3059 |\n| ATS\u3078\u66f8\u304d\u623b\u3057 | \u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u30e1\u30e2\u6b04\u306b\u8ad6\u70b9\u3092\u66f8\u304f\u3002ATS\u306eAPI\u6b21\u7b2c |\n\n**\u307e\u305a\u306f1\u3064\u3081\u3060\u3051\u3067\u5341\u5206\u3067\u3059\u3002** \u6708\u6b21\u306e\u4f1a\u8b70\u8cc7\u6599\u304c\u81ea\u52d5\u3067\u57cb\u307e\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5206\u304b\u308a\u3084\u3059\u3044\u52b9\u679c\u3067\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u304b\u3089\u4f1a\u8b70\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u51fa\u529b\u304c\u63a1\u7528\u306e\u6253\u3061\u624b\u3092\u6c7a\u3081\u308b\u6750\u6599\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002\u6bcd\u6570\u306e\u5c0f\u3055\u3044\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u539f\u56e0\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001\u305d\u306e\u307e\u307e\u5a92\u4f53\u3092\u5207\u308a\u66ff\u3048\u308b\u5224\u65ad\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u96c6\u8a08\u7d50\u679c\uff08\u6570\u5b57\uff09\u3068\u8ad6\u70b9\uff08\u6587\u7ae0\uff09\u3092\u3001\u540c\u3058\u884c\u306b\u6a2a\u4e26\u3073\u3067\u51fa\u3059\n- `judgeable: false` \u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u3001\u8ad6\u70b9\u6b04\u3092\u30b0\u30ec\u30fc\u306b\u3057\u3066\u76ee\u7acb\u305f\u306a\u304f\u3059\u308b\n- \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u539f\u6587\u3092\u3001\u533a\u5206\u3054\u3068\u306b\u6298\u308a\u305f\u305f\u3093\u3067\u7f6e\u304f\uff08**\u5f15\u7528\u5143\u3092\u3059\u3050\u958b\u3051\u308b\u3088\u3046\u306b\u3059\u308b**\uff09\n- 3\u304b\u6708\u7d9a\u3051\u3066\u843d\u3061\u3066\u3044\u308b\u6bb5\u968e\u3060\u3051\u3001\u8272\u3092\u5909\u3048\u308b","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u304c\u30de\u30b9\u30bf\u306b\u5f53\u305f\u3089\u306a\u3044 | \u5019\u88dc\u3092\u51fa\u3057\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002**\u81ea\u52d5\u3067\u30de\u30b9\u30bf\u306b\u8ffd\u52a0\u3057\u306a\u3044** |\n| \u5fdc\u52df\u304c0\u4ef6\u306e\u30dd\u30b8\u30b7\u30e7\u30f3 | \u901a\u904e\u7387\u3092\u8a08\u7b97\u305b\u305a\u3001\u300c\u5fdc\u52df\u306a\u3057\u300d\u3068\u3060\u3051\u51fa\u3059 |\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304c\u7a7a | \u300c\u30b3\u30e1\u30f3\u30c8\u306a\u3057\u300d\u3068\u51fa\u3059\u3002\u7406\u7531\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044 |\n| ATS\u306eCSV\u306e\u5217\u304c\u5897\u6e1b\u3057\u305f | \u5217\u540d\u3067\u8aad\u3080\u3002\u5217\u756a\u53f7\u3067\u8aad\u3080\u3068\u3001\u7121\u8a00\u3067\u5168\u4ef6\u304c\u305a\u308c\u308b |\n| \u540c\u3058\u5019\u88dc\u8005\u304c\u8907\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u5fdc\u52df | \u5019\u88dc\u8005ID\u3067\u91cd\u8907\u3092\u6570\u3048\u3001\u4eba\u6570\u3068\u4ef6\u6570\u3092\u5206\u3051\u308b |\n| \u6708\u306e\u9014\u4e2d\u3067\u30dd\u30b8\u30b7\u30e7\u30f3\u304c\u7de0\u3081\u5207\u3089\u308c\u305f | \u7de0\u5207\u65e5\u3092\u6301\u305f\u305b\u3001\u7de0\u5207\u5f8c\u306e\u6708\u306f\u96c6\u8a08\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u6570\u5b57\u3068\u8ad6\u70b9\u304c\u98df\u3044\u9055\u3046 | \u96c6\u8a08\u7d50\u679c\u3092\u6b63\u3068\u3059\u308b\u3002\u751f\u6210AI\u304c\u8a08\u7b97\u3057\u76f4\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u691c\u67fb\u3059\u308b |\n| \u524d\u6708\u306e\u30b7\u30fc\u30c8\u304c\u6d88\u3048\u3066\u3044\u308b | \u63a8\u79fb\u306e\u8a08\u7b97\u3092\u6b62\u3081\u3001\u300c\u6bd4\u8f03\u4e0d\u80fd\u300d\u3068\u51fa\u3059\u30020\u3068\u3057\u3066\u6271\u308f\u306a\u3044 |","log_storage":"- \u6708\u6b21\u306e\u96c6\u8a08\u7d50\u679c\uff0812\u304b\u6708\u4ee5\u4e0a\uff09\n- \u751f\u6210AI\u3078\u6e21\u3057\u305f\u5165\u529b\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u4eba\u304c\u4fee\u6b63\u3057\u305f\u8ad6\u70b9\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u6587\n- \u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf\u306e\u5909\u66f4\u5c65\u6b74\n\n\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u5019\u88dc\u8005\u672c\u4eba\u306e\u8a00\u8449\u304c\u5165\u308a\u307e\u3059\u3002**\u500b\u4eba\u304c\u7279\u5b9a\u3067\u304d\u308b\u5f62\u3067\u9577\u671f\u4fdd\u5b58\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u96c6\u8a08\u306b\u5fc5\u8981\u306a\u306e\u306f\u533a\u5206\u3068\u4ef6\u6570\u3067\u3042\u308a\u3001\u539f\u6587\u306f\u793e\u5185\u898f\u7a0b\u3067\u5b9a\u3081\u305f\u671f\u9593\u304c\u904e\u304e\u305f\u3089\u524a\u9664\u3059\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u5c0f","cost_level_label":"SaaS\u8ffd\u52a0","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":30,"assumption_workdays":20,"volume_month":30,"before_minutes_per_case":40,"after_minutes_per_case":12,"hourly_cost":3000,"before_hours_month":20,"after_hours_month":6,"saved_hours_month":14,"reduction_rate":70,"saved_hours_year":168,"annual_cost_effect":504000,"summary":"\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u5165\u529b\u306b\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3054\u3068\u306e\u5fdc\u52df\u304b\u3089\u5185\u5b9a\u627f\u8afe\u307e\u3067\u306e\u901a\u904e\u7387\u3092\u96c6\u8a08\u3057\u3001\u524d\u6708\u3068\u306e\u5dee\u304c\u5927\u304d\u3044\u7b87\u6240\u3068\u3001\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u8ad6\u70b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002","before_flow":"1. \u6708\u521d\u306bATS\u304b\u3089\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u306e\u4e00\u89a7\u3092CSV\u3067\u66f8\u304d\u51fa\u3059\n2. \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8cbc\u308a\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u8868\u8a18\u3086\u308c\u3092\u624b\u3067\u76f4\u3059\n3. \u6bb5\u968e\u3054\u3068\u306e\u4eba\u6570\u3092\u6570\u3048\u3001\u901a\u904e\u7387\u306e\u6570\u5f0f\u3092\u7d44\u3080\n4. \u524d\u6708\u306e\u30b7\u30fc\u30c8\u3092\u958b\u304d\u3001\u6570\u5b57\u3092\u6a2a\u306b\u4e26\u3079\u3066\u6bd4\u3079\u308b\n5. \u843d\u3061\u8fbc\u3093\u3067\u3044\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u76ee\u3067\u63a2\u3059\n6. \u305d\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092ATS\u30671\u4ef6\u305a\u3064\u958b\u3044\u3066\u8aad\u3080\n7. \u300c\u6c42\u4eba\u5a92\u4f53A\u304b\u3089\u306e\u5fdc\u52df\u306e\u8cea\u304c\u843d\u3061\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306a\u6240\u898b\u3092\u30b3\u30e1\u30f3\u30c8\u6b04\u306b\u66f8\u304f\n8. 30\u30dd\u30b8\u30b7\u30e7\u30f3\u3076\u3093\u30921\u679a\u306b\u307e\u3068\u3081\u3001\u63a1\u7528\u4f1a\u8b70\u306e\u8cc7\u6599\u306b\u3059\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u30c7\u30fc\u30bf\u306e\u6574\u5f62\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** ATS\u306eCSV\u306f\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u304c\u81ea\u7531\u5165\u529b\u306e\u305f\u3081\u3001\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\uff08\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\uff09\u300d\u3068\u300c\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u304c\u5225\u7269\u3068\u3057\u3066\u51fa\u3066\u304d\u307e\u3059\u3002\u6bce\u6708\u540c\u3058\u76f4\u3057\u3092\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u6bd4\u8f03\u304c\u524d\u6708\u3068\u306e2\u70b9\u6bd4\u8f03\u3067\u6b62\u307e\u308b\u3002** \u672c\u5f53\u306f\u300c3\u304b\u6708\u7d9a\u3051\u3066\u843d\u3061\u3066\u3044\u308b\u300d\u3092\u898b\u305f\u3044\u306e\u3067\u3059\u304c\u3001\u30b7\u30fc\u30c8\u30923\u679a\u958b\u3044\u3066\u898b\u6bd4\u3079\u308b\u624b\u9593\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u3084\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304c\u8aad\u307e\u308c\u306a\u3044\u3002** \u6708\u306b60\u4ef6\u524d\u5f8c\u306e\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304cATS\u306b\u5165\u308a\u307e\u3059\u304c\u3001\u5168\u90e8\u958b\u3044\u3066\u8aad\u3080\u30681\u6642\u9593\u304b\u304b\u308b\u305f\u3081\u3001\u5370\u8c61\u306b\u6b8b\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u62fe\u3063\u3066\u3044\u307e\u3059\u3002**\u3044\u3061\u3070\u3093\u60c5\u5831\u304c\u3042\u308b\u5834\u6240\u304c\u8aad\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u62c5\u5f53\u8005\u304c\u5909\u308f\u308b\u3068\u518d\u73fe\u3067\u304d\u306a\u3044\u3002** \u96c6\u8a08\u306e\u30b7\u30fc\u30c8\u306f\u4f5c\u3063\u305f\u672c\u4eba\u3057\u304b\u76f4\u305b\u307e\u305b\u3093\u3002\u6570\u5f0f\u304c\u58ca\u308c\u308b\u3068\u3001\u305d\u306e\u6708\u306e\u4f1a\u8b70\u8cc7\u6599\u304c\u51fa\u307e\u305b\u3093\u3002","before_flow_steps":["\u6708\u521d\u306bATS\u304b\u3089\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u306e\u4e00\u89a7\u3092CSV\u3067\u66f8\u304d\u51fa\u3059","\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8cbc\u308a\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u8868\u8a18\u3086\u308c\u3092\u624b\u3067\u76f4\u3059","\u6bb5\u968e\u3054\u3068\u306e\u4eba\u6570\u3092\u6570\u3048\u3001\u901a\u904e\u7387\u306e\u6570\u5f0f\u3092\u7d44\u3080","\u524d\u6708\u306e\u30b7\u30fc\u30c8\u3092\u958b\u304d\u3001\u6570\u5b57\u3092\u6a2a\u306b\u4e26\u3079\u3066\u6bd4\u3079\u308b","\u843d\u3061\u8fbc\u3093\u3067\u3044\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u76ee\u3067\u63a2\u3059","\u305d\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092ATS\u30671\u4ef6\u305a\u3064\u958b\u3044\u3066\u8aad\u3080","\u300c\u6c42\u4eba\u5a92\u4f53A\u304b\u3089\u306e\u5fdc\u52df\u306e\u8cea\u304c\u843d\u3061\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306a\u6240\u898b\u3092\u30b3\u30e1\u30f3\u30c8\u6b04\u306b\u66f8\u304f","30\u30dd\u30b8\u30b7\u30e7\u30f3\u3076\u3093\u30921\u679a\u306b\u307e\u3068\u3081\u3001\u63a1\u7528\u4f1a\u8b70\u306e\u8cc7\u6599\u306b\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u67081\u65e5\u306e\u671d\u3001ATS\u304b\u3089\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3092\u6b63\u898f\u306e\u30de\u30b9\u30bf\u306b\u5bc4\u305b\u308b\uff08\u8868\u8a18\u3086\u308c\u306e\u540d\u5bc4\u305b\uff09\n3. **\u3010\u81ea\u52d5\u3011** \u6bb5\u968e\u3054\u3068\u306e\u4eba\u6570\u3068\u901a\u904e\u7387\u3092\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u5225\u30fb\u6d41\u5165\u7d4c\u8def\u5225\u306b\u96c6\u8a08\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u76f4\u8fd112\u304b\u6708\u306e\u63a8\u79fb\u3068\u6bd4\u3079\u3001\u843d\u3061\u8fbc\u307f\u304c\u5927\u304d\u3044\u7b87\u6240\u3092\u62bd\u51fa\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u8a72\u5f53\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u3001\u8f9e\u9000\u306e\u7406\u7531\u3092\u533a\u5206\u3054\u3068\u306b\u307e\u3068\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u300c\u3069\u3053\u304c\u843d\u3061\u3066\u3044\u308b\u304b\u300d\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u305d\u3046\u304b\u300d\u300c\u78ba\u304b\u3081\u308b\u3079\u304d\u3053\u3068\u300d\u3092\u8ad6\u70b9\u3068\u3057\u3066\u51fa\u3059\n7. **\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u8ad6\u70b9\u3092\u8aad\u307f\u3001\u4e8b\u5b9f\u95a2\u4fc2\u3092\u78ba\u304b\u3081\u3066\u6253\u3061\u624b\u3092\u6c7a\u3081\u308b\n8. **\u3010\u4eba\u3011** \u63a1\u7528\u4f1a\u8b70\u3067\u30dd\u30b8\u30b7\u30e7\u30f3\u3054\u3068\u306e\u65b9\u91dd\u3092\u6c7a\u3081\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u96c6\u3081\u308b\u300d\u300c\u63c3\u3048\u308b\u300d\u300c\u6570\u3048\u308b\u300d\u300c\u6bd4\u3079\u308b\u300d\u300c\u8aad\u3080\u300d\u3067\u3059\u3002**\u4f55\u3092\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u67081\u65e5\u306e\u671d\u3001ATS\u304b\u3089\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3092\u6b63\u898f\u306e\u30de\u30b9\u30bf\u306b\u5bc4\u305b\u308b\uff08\u8868\u8a18\u3086\u308c\u306e\u540d\u5bc4\u305b\uff09","**\u3010\u81ea\u52d5\u3011** 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\u63a1\u7528\u62c5\u5f53\u304c\u8ad6\u70b9\u3092\u8aad\u307f\u3001\u4e8b\u5b9f\u95a2\u4fc2\u3092\u78ba\u304b\u3081\u3066\u6253\u3061\u624b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u4f1a\u8b70\u3067\u30dd\u30b8\u30b7\u30e7\u30f3\u3054\u3068\u306e\u65b9\u91dd\u3092\u6c7a\u3081\u308b"],"architecture":"```\nATS\uff08\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\n   \u2502 CSV\u66f8\u304d\u51fa\u3057 \/ API\n   \u25bc\nGoogle \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u67081\u65e5\u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\nGoogle Apps Script\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u540d\u5bc4\u305b\uff08\u30de\u30b9\u30bf\u7167\u5408\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u901a\u904e\u7387\u306e\u96c6\u8a08\uff08\u6bb5\u968e\u5225 \/ \u6d41\u5165\u7d4c\u8def\u5225 \/ 12\u304b\u6708\u63a8\u79fb\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 Gemini API \u2500\u2500 \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u533a\u5206\u3051\u3068\u3001\u8ad6\u70b9\u306e\u4f5c\u6210\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u6708\u6b21\u30b7\u30fc\u30c8\u3078\u66f8\u304d\u8fbc\u307f\n   \u2502\n   \u25bc\n\u63a1\u7528\u4f1a\u8b70\u7528\u306e\u30b7\u30fc\u30c8 \u2500\u2500\u3010\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u6253\u3061\u624b\u3092\u6c7a\u3081\u308b\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u751f\u6210AI | Gemini API | Claude API\u3001OpenAI API |\n| \u5b9f\u884c\u74b0\u5883 | Google Apps Script | Python |\n| \u96c6\u8a08 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | \u8868\u8a08\u7b97\u30bd\u30d5\u30c8 |\n| \u9023\u643a | ATS\uff08\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09 | \u5404\u793e\u306e\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**ATS\u306b\u6b69\u7559\u307e\u308a\u306e\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u304c\u3042\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u3061\u3089\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002** \u4e3b\u8981\u306aATS\u306f\u6bb5\u968e\u5225\u306e\u901a\u904e\u7387\u3092\u6a19\u6e96\u3067\u51fa\u3057\u307e\u3059\u3002\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001**\u6d41\u5165\u7d4c\u8def\u5225\u306e\u901a\u904e\u7387\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u8eab\u3092\u3001\u540c\u3058\u753b\u9762\u3067\u7a81\u304d\u5408\u308f\u305b\u305f\u3044\u5834\u5408**\u3067\u3059\u3002\u3053\u306e2\u3064\u3092\u4e26\u3079\u3066\u51fa\u305b\u308b\u88fd\u54c1\u306f\u591a\u304f\u3042\u308a\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u67081\u65e5\u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc**\u3067\u52d5\u304b\u3057\u307e\u3059\u3002Apps Script \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u5206\u5358\u4f4d\u30fb\u6642\u9593\u5358\u4f4d\u30fb\u65e5\u5358\u4f4d\u30fb\u9031\u5358\u4f4d\u30fb\u6708\u5358\u4f4d\u3067\u5b9f\u884c\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n\u305f\u3060\u3057\u5b9f\u884c\u6642\u523b\u306f\u6b63\u78ba\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u5348\u524d9\u6642\u306e\u30c8\u30ea\u30ac\u30fc\u3092\u4f5c\u3063\u305f\u5834\u5408\u3001\u5b9f\u969b\u306b\u306f\u5348\u524d9\u6642\u304b\u3089\u5348\u524d10\u6642\u306e\u9593\u306e\u3044\u305a\u308c\u304b\u306e\u6642\u523b\u306b\u5b9f\u884c\u3055\u308c\u308b\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u63a1\u7528\u4f1a\u8b70\u306e\u76f4\u524d\u306b\u8d70\u3089\u305b\u308b\u8a2d\u8a08\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4f1a\u8b70\u304c10\u6642\u306a\u3089\u3001\u30c8\u30ea\u30ac\u30fc\u306f\u524d\u65e5\u306e\u591c\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9 | \u5019\u88dc\u8005ID\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3001\u6d41\u5165\u7d4c\u8def\u3001\u73fe\u5728\u306e\u6bb5\u968e\u3001\u65e5\u4ed8 | ATS |\n| \u6bb5\u968e\u306e\u9077\u79fb\u5c65\u6b74 | \u3044\u3064\u3069\u306e\u6bb5\u968e\u306b\u9032\u3093\u3060\u304b\u3001\u3044\u3064\u843d\u3061\u305f\u304b | ATS |\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8 | \u5019\u88dc\u8005\u304b\u3089\u306e\u8f9e\u9000\u7406\u7531\u3001\u793e\u5185\u306e\u898b\u9001\u308a\u7406\u7531 | ATS |\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf | \u6b63\u898f\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3001\u90e8\u7f72\u3001\u52df\u96c6\u4eba\u6570\u3001\u512a\u5148\u5ea6 | \u793e\u5185\u3067\u4f5c\u308b |\n| \u904e\u53bb12\u304b\u6708\u306e\u96c6\u8a08\u7d50\u679c | \u524d\u6708\u307e\u3067\u306e\u901a\u904e\u7387 | \u81ea\u5206\u3067\u4f5c\u3063\u305f\u6708\u6b21\u30b7\u30fc\u30c8 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**ATS\u304b\u3089\uff1a** API\u304c\u3042\u308c\u3070API\u3067\u3001\u306a\u3051\u308c\u3070\u6708\u521d\u306eCSV\u66f8\u304d\u51fa\u3057\u3092\u4eba\u304c1\u56de\u884c\u3044\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u3053\u306e1\u56de\u306e\u624b\u4f5c\u696d\u306f\u6b8b\u3057\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u67081\u56de2\u5206\u306e\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306b\u3001ATS\u306eAPI\u8a8d\u8a3c\u3092\u7d44\u3080\u306e\u306f\u5272\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002\n\nApps Script \u304b\u3089\u5916\u90e8\u306eAPI\u3092\u547c\u3076\u306b\u306f `UrlFetchApp` \u3092\u4f7f\u3044\u307e\u3059\u3002ATS\u306eAPI\u3082\u751f\u6210AI\u306eAPI\u3082\u3001\u540c\u3058\u65b9\u6cd5\u3067\u547c\u3079\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u96c6\u8a08\u7d50\u679c\uff1a** \u540c\u3058\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u6708\u6b21\u306e\u30b7\u30fc\u30c8\u3092\u7a4d\u3093\u3067\u3044\u304d\u307e\u3059\u300212\u304b\u6708\u3076\u3093\u306e\u63a8\u79fb\u3092\u898b\u308b\u305f\u3081\u306b\u3001**\u6bce\u6708\u306e\u96c6\u8a08\u7d50\u679c\u3092\u5fc5\u305a\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u3092\u6d88\u3059\u3068\u3001\u7fcc\u6708\u304b\u3089\u300c3\u304b\u6708\u7d9a\u3051\u3066\u843d\u3061\u3066\u3044\u308b\u300d\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u540d\u5bc4\u305b** \u2026 \u81ea\u7531\u5165\u529b\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3092\u30de\u30b9\u30bf\u306b\u5bc4\u305b\u307e\u3059\u3002\u5b8c\u5168\u4e00\u81f4\u3067\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u306f\u751f\u6210AI\u306b\u5019\u88dc\u3092\u51fa\u3055\u305b\u3001**\u4eba\u304c1\u56de\u78ba\u8a8d\u3057\u3066\u30de\u30b9\u30bf\u306b\u767b\u9332\u3057\u307e\u3059\u3002** \u81ea\u52d5\u3067\u30de\u30b9\u30bf\u306b\u8ffd\u52a0\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n2. **\u91cd\u8907\u5019\u88dc\u8005\u306e\u9664\u53bb** \u2026 \u540c\u3058\u4eba\u304c\u8907\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u5fdc\u52df\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5019\u88dc\u8005ID\u3067\u6570\u3048\u3001\u4eba\u6570\u3068\u5fdc\u52df\u4ef6\u6570\u3092\u5206\u3051\u3066\u96c6\u8a08\u3057\u307e\u3059\n3. **\u9078\u8003\u4e2d\u306e\u9664\u5916** \u2026 \u307e\u3060\u9078\u8003\u4e2d\u306e\u5019\u88dc\u8005\u3092\u300c\u843d\u3061\u305f\u300d\u306b\u6570\u3048\u308b\u3068\u901a\u904e\u7387\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002**\u5f53\u6708\u672b\u6642\u70b9\u3067\u9078\u8003\u4e2d\u306e\u4eba\u306f\u6bcd\u6570\u304b\u3089\u5916\u3057\u307e\u3059**\n4. **\u5c11\u4eba\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u6271\u3044** \u2026 \u5fdc\u52df\u304c3\u4ef6\u4ee5\u4e0b\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u901a\u904e\u7387\u3092\u51fa\u3057\u307e\u305b\u3093\u30021\u4eba\u843d\u3061\u305f\u3060\u3051\u306733\uff05\u52d5\u304f\u305f\u3081\u3001\u50be\u5411\u3068\u3057\u3066\u8aad\u3081\u307e\u305b\u3093\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n\u96c6\u8a08\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u96c6\u8a08\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8a08\u7b97\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6bb5\u968e\u3054\u3068\u306e\u4eba\u6570\u3001\u901a\u904e\u7387\u3001\u524d\u6708\u5dee\u300112\u304b\u6708\u306e\u63a8\u79fb\u3002**\u6570\u5b57\u306e\u8a08\u7b97\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u6570\u3048\u9055\u3044\u304c\u8d77\u304d\u305f\u3068\u304d\u306b\u8ffd\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u533a\u5206\u3051 | \u300c\u5e74\u53ce\u300d\u300c\u52e4\u52d9\u5730\u300d\u300c\u4ed6\u793e\u6c7a\u5b9a\u300d\u300c\u9078\u8003\u30b9\u30d4\u30fc\u30c9\u300d\u306a\u3069\u306e\u533a\u5206\u306b\u5206\u3051\u308b |\n| \u843d\u3061\u8fbc\u307f\u306e\u8a00\u8a9e\u5316 | \u6570\u5b57\u306e\u5909\u5316\u3092\u3001\u8aad\u3093\u3067\u5206\u304b\u308b\u6587\u306b\u3059\u308b |\n| \u8ad6\u70b9\u306e\u4f5c\u6210 | \u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u305d\u3046\u304b\u300d\u300c\u78ba\u304b\u3081\u308b\u3079\u304d\u3053\u3068\u300d\u3092\u4e26\u3079\u308b |\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u540d\u5bc4\u305b\u5019\u88dc | \u30de\u30b9\u30bf\u306b\u5f53\u305f\u3089\u306a\u3044\u8868\u8a18\u306e\u3001\u5bc4\u305b\u5148\u306e\u5019\u88dc\u3092\u51fa\u3059 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u63a1\u7528\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u5206\u6790\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u96c6\u8a08\u7d50\u679c\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u3001\u4eca\u6708\u306e\u8ad6\u70b9\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u6e21\u3055\u308c\u305f\u96c6\u8a08\u7d50\u679c\u306e\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u81ea\u5206\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u308a\u3001\u4e38\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6bcd\u6570\u304c5\u4eba\u672a\u6e80\u306e\u901a\u904e\u7387\u306b\u3064\u3044\u3066\u306f\u3001\u50be\u5411\u3092\u8ff0\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6bcd\u6570\u304c\u5c11\u306a\u304f\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7406\u7531\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30b3\u30e1\u30f3\u30c8\u304c\u5c11\u306a\u3044\u3068\u304d\u306f\u300c\u30b3\u30e1\u30f3\u30c8\u304c3\u4ef6\u3057\u304b\u306a\u3044\u300d\u3068\u4ef6\u6570\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u8005\u306e\u6c0f\u540d\u3001\u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u69cb\u6210\u306b\u306f\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u3053\u308c\u3089\u306f\u63a1\u7528\u306e\u53ef\u5426\u3068\u95a2\u4fc2\u3057\u307e\u305b\u3093\u3002\n- \u6253\u3061\u624b\u306f\u65ad\u5b9a\u305b\u305a\u3001\u300c\u78ba\u304b\u3081\u308b\u3079\u304d\u3053\u3068\u300d\u3068\u3057\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4eca\u6708\u306e\u96c6\u8a08\u7d50\u679c\u3011\n{funnel_stats}\n\n\u3010\u76f4\u8fd112\u304b\u6708\u306e\u63a8\u79fb\u3011\n{trend_12m}\n\n\u3010\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\uff08\u5f53\u6708\u5206\uff09\u3011\n{decline_comments}\n\n\u3010\u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf\u3011\n{position_master}\n```\n\n**\u300c\u6bcd\u6570\u304c5\u4eba\u672a\u6e80\u306a\u3089\u50be\u5411\u3092\u8ff0\u3079\u306a\u3044\u300d\u306e1\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u3053\u308c\u3092\u5165\u308c\u306a\u3044\u3068\u3001\u5fdc\u52df3\u4eba\u30671\u4eba\u304c\u8f9e\u9000\u3057\u305f\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u539f\u56e0\u304c\u66f8\u304b\u308c\u307e\u3059\u3002\u6570\u5b57\u304c\u5c0f\u3055\u3044\u307b\u3069\u3001\u751f\u6210AI\u306f\u65ad\u5b9a\u7684\u306b\u66f8\u304d\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\nGemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001JSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30fb\u914d\u5217\u30fb\u6587\u5b57\u5217\u30fb\u6570\u5024\u306a\u3069\u306e\u57fa\u672c\u578b\u306b\u52a0\u3048\u3001`enum` \u3067\u5024\u3092\u6c7a\u307e\u3063\u305f\u96c6\u5408\u306b\u9650\u5b9a\u3067\u304d\u307e\u3059\u3002**\u8f9e\u9000\u7406\u7531\u306e\u533a\u5206\u306f `enum` \u3067\u56fa\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u81ea\u7531\u306b\u66f8\u304b\u305b\u308b\u3068\u3001\u6bce\u6708\u9055\u3046\u8a00\u8449\u304c\u51fa\u3066\u304d\u3066\u96c6\u8a08\u3067\u304d\u307e\u305b\u3093\u3002\n\n```json\n{\n  \"position_id\": \"\",\n  \"position_name\": \"\",\n  \"sample_size\": 0,\n  \"judgeable\": true,\n  \"stage_alerts\": [\n    {\n      \"stage\": \"\u66f8\u985e\u9078\u8003 | \u4e00\u6b21\u9762\u63a5 | \u4e8c\u6b21\u9762\u63a5 | \u6700\u7d42\u9762\u63a5 | \u5185\u5b9a\u627f\u8afe\",\n      \"rate_this_month\": 0,\n      \"rate_prev_month\": 0,\n      \"direction\": \"down | up | flat\",\n      \"months_in_a_row\": 0\n    }\n  ],\n  \"decline_reasons\": [\n    {\n      \"category\": \"\u5e74\u53ce | \u52e4\u52d9\u5730 | \u696d\u52d9\u5185\u5bb9 | \u9078\u8003\u30b9\u30d4\u30fc\u30c9 | \u4ed6\u793e\u6c7a\u5b9a | \u793e\u98a8 | \u305d\u306e\u4ed6\",\n      \"count\": 0,\n      \"quote\": \"\"\n    }\n  ],\n  \"points\": [],\n  \"to_verify\": [],\n  \"note\": \"\"\n}\n```\n\n\u901a\u904e\u7387\u306f\u6587\u5b57\u5217\u3067\u306a\u304f\u6570\u5024\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\u6587\u5b57\u5217\u306b\u3059\u308b\u3068\u300c42\uff05\u300d\u306e\u3088\u3046\u306b\u8a18\u53f7\u3064\u304d\u3067\u8fd4\u308a\u3001\u5f8c\u6bb5\u306e\u30b0\u30e9\u30d5\u3067\u58ca\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u51fa\u529b\u5148\u306f3\u901a\u308a\u3042\u308a\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | \u6708\u6b21\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u8fbc\u3080\u3002\u3044\u3061\u3070\u3093\u7c21\u5358\u3067\u3001\u4f1a\u8b70\u3067\u305d\u306e\u307e\u307e\u958b\u3051\u308b |\n| \u901a\u77e5 | \u843d\u3061\u8fbc\u307f\u304c3\u304b\u6708\u7d9a\u3044\u305f\u30dd\u30b8\u30b7\u30e7\u30f3\u3060\u3051\u3092\u3001\u63a1\u7528\u62c5\u5f53\u306e\u30c1\u30e3\u30c3\u30c8\u3078\u6d41\u3059 |\n| ATS\u3078\u66f8\u304d\u623b\u3057 | \u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u30e1\u30e2\u6b04\u306b\u8ad6\u70b9\u3092\u66f8\u304f\u3002ATS\u306eAPI\u6b21\u7b2c |\n\n**\u307e\u305a\u306f1\u3064\u3081\u3060\u3051\u3067\u5341\u5206\u3067\u3059\u3002** \u6708\u6b21\u306e\u4f1a\u8b70\u8cc7\u6599\u304c\u81ea\u52d5\u3067\u57cb\u307e\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5206\u304b\u308a\u3084\u3059\u3044\u52b9\u679c\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u304b\u3089\u4f1a\u8b70\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u51fa\u529b\u304c\u63a1\u7528\u306e\u6253\u3061\u624b\u3092\u6c7a\u3081\u308b\u6750\u6599\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002\u6bcd\u6570\u306e\u5c0f\u3055\u3044\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u539f\u56e0\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001\u305d\u306e\u307e\u307e\u5a92\u4f53\u3092\u5207\u308a\u66ff\u3048\u308b\u5224\u65ad\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u96c6\u8a08\u7d50\u679c\uff08\u6570\u5b57\uff09\u3068\u8ad6\u70b9\uff08\u6587\u7ae0\uff09\u3092\u3001\u540c\u3058\u884c\u306b\u6a2a\u4e26\u3073\u3067\u51fa\u3059\n- `judgeable: false` \u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u3001\u8ad6\u70b9\u6b04\u3092\u30b0\u30ec\u30fc\u306b\u3057\u3066\u76ee\u7acb\u305f\u306a\u304f\u3059\u308b\n- \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u539f\u6587\u3092\u3001\u533a\u5206\u3054\u3068\u306b\u6298\u308a\u305f\u305f\u3093\u3067\u7f6e\u304f\uff08**\u5f15\u7528\u5143\u3092\u3059\u3050\u958b\u3051\u308b\u3088\u3046\u306b\u3059\u308b**\uff09\n- 3\u304b\u6708\u7d9a\u3051\u3066\u843d\u3061\u3066\u3044\u308b\u6bb5\u968e\u3060\u3051\u3001\u8272\u3092\u5909\u3048\u308b\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u304c\u30de\u30b9\u30bf\u306b\u5f53\u305f\u3089\u306a\u3044 | \u5019\u88dc\u3092\u51fa\u3057\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002**\u81ea\u52d5\u3067\u30de\u30b9\u30bf\u306b\u8ffd\u52a0\u3057\u306a\u3044** |\n| \u5fdc\u52df\u304c0\u4ef6\u306e\u30dd\u30b8\u30b7\u30e7\u30f3 | \u901a\u904e\u7387\u3092\u8a08\u7b97\u305b\u305a\u3001\u300c\u5fdc\u52df\u306a\u3057\u300d\u3068\u3060\u3051\u51fa\u3059 |\n| \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u304c\u7a7a | \u300c\u30b3\u30e1\u30f3\u30c8\u306a\u3057\u300d\u3068\u51fa\u3059\u3002\u7406\u7531\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044 |\n| ATS\u306eCSV\u306e\u5217\u304c\u5897\u6e1b\u3057\u305f | \u5217\u540d\u3067\u8aad\u3080\u3002\u5217\u756a\u53f7\u3067\u8aad\u3080\u3068\u3001\u7121\u8a00\u3067\u5168\u4ef6\u304c\u305a\u308c\u308b |\n| \u540c\u3058\u5019\u88dc\u8005\u304c\u8907\u6570\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u5fdc\u52df | \u5019\u88dc\u8005ID\u3067\u91cd\u8907\u3092\u6570\u3048\u3001\u4eba\u6570\u3068\u4ef6\u6570\u3092\u5206\u3051\u308b |\n| \u6708\u306e\u9014\u4e2d\u3067\u30dd\u30b8\u30b7\u30e7\u30f3\u304c\u7de0\u3081\u5207\u3089\u308c\u305f | \u7de0\u5207\u65e5\u3092\u6301\u305f\u305b\u3001\u7de0\u5207\u5f8c\u306e\u6708\u306f\u96c6\u8a08\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u6570\u5b57\u3068\u8ad6\u70b9\u304c\u98df\u3044\u9055\u3046 | \u96c6\u8a08\u7d50\u679c\u3092\u6b63\u3068\u3059\u308b\u3002\u751f\u6210AI\u304c\u8a08\u7b97\u3057\u76f4\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u691c\u67fb\u3059\u308b |\n| \u524d\u6708\u306e\u30b7\u30fc\u30c8\u304c\u6d88\u3048\u3066\u3044\u308b | \u63a8\u79fb\u306e\u8a08\u7b97\u3092\u6b62\u3081\u3001\u300c\u6bd4\u8f03\u4e0d\u80fd\u300d\u3068\u51fa\u3059\u30020\u3068\u3057\u3066\u6271\u308f\u306a\u3044 |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u6708\u6b21\u306e\u96c6\u8a08\u7d50\u679c\uff0812\u304b\u6708\u4ee5\u4e0a\uff09\n- \u751f\u6210AI\u3078\u6e21\u3057\u305f\u5165\u529b\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u4eba\u304c\u4fee\u6b63\u3057\u305f\u8ad6\u70b9\u3068\u3001\u4fee\u6b63\u524d\u5f8c\u306e\u6587\n- \u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf\u306e\u5909\u66f4\u5c65\u6b74\n\n\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u5019\u88dc\u8005\u672c\u4eba\u306e\u8a00\u8449\u304c\u5165\u308a\u307e\u3059\u3002**\u500b\u4eba\u304c\u7279\u5b9a\u3067\u304d\u308b\u5f62\u3067\u9577\u671f\u4fdd\u5b58\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u96c6\u8a08\u306b\u5fc5\u8981\u306a\u306e\u306f\u533a\u5206\u3068\u4ef6\u6570\u3067\u3042\u308a\u3001\u539f\u6587\u306f\u793e\u5185\u898f\u7a0b\u3067\u5b9a\u3081\u305f\u671f\u9593\u304c\u904e\u304e\u305f\u3089\u524a\u9664\u3059\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u3076\u3093\u306eATS\u306eCSV\u30921\u679a\u3001\u624b\u3067\u66f8\u304d\u51fa\u3059\n2. \u901a\u904e\u7387\u306e\u8868\u3092\u624b\u3067\u4f5c\u308b\uff08\u30dd\u30b8\u30b7\u30e7\u30f35\u4ef6\u3060\u3051\u3067\u3088\u3044\uff09\n3. \u305d\u306e\u8868\u3068\u3001\u8a72\u5f53\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308b\n4. \u4e0a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8cbc\u308a\u3001\u51fa\u3066\u304d\u305f\u8ad6\u70b9\u3092\u8aad\u3080\n5. **\u63a1\u7528\u62c5\u5f53\u304c\u300c\u77e5\u3063\u3066\u3044\u305f\u3053\u3068\u300d\u3068\u300c\u77e5\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u300d\u3092\u5206\u3051\u308b**\n\n**5\u3064\u3081\u304c\u691c\u8a3c\u306e\u672c\u4f53\u3067\u3059\u3002** \u5168\u90e8\u304c\u65e2\u306b\u77e5\u3063\u3066\u3044\u308b\u3053\u3068\u306a\u3089\u3001\u81ea\u52d5\u5316\u3057\u3066\u3082\u4f1a\u8b70\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u30021\u3064\u3067\u3082\u77e5\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u51fa\u308b\u306a\u3089\u3001\u7d9a\u3051\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| 5\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u51fa\u305f\u300c\u77e5\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u300d | \u5224\u65ad |\n|:--|:--|\n| 3\u3064\u4ee5\u4e0a | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b\u3002\u3059\u3050\u534a\u81ea\u52d5\u5316\u3078\u9032\u3080 |\n| 1\u301c2\u3064 | \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306e\u7c92\u5ea6\u3092\u4e0a\u3052\u3066\u304b\u3089\u6e2c\u308a\u76f4\u3059 |\n| 0 | \u96c6\u8a08\u306e\u81ea\u52d5\u5316\u3060\u3051\u306b\u3068\u3069\u3081\u308b\u3002\u8ad6\u70b9\u306e\u751f\u6210\u306f\u5165\u308c\u306a\u3044 |","minimal_setup_short":"CSV\u3092\u624b\u3067\u66f8\u304d\u51fa\u3057\u3001\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u8ad6\u70b9\u3092\u4f5c\u308b \uff0f \u8ad6\u70b9\u306e\u4f5c\u6210\u306e\u307f","semi_auto_setup":"\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8cbc\u308b\u3060\u3051\u3067\u3001\u540d\u5bc4\u305b\u30fb\u96c6\u8a08\u30fb\u8ad6\u70b9\u306e\u4f5c\u6210\u307e\u3067\u8d70\u308b \uff0f \u6574\u5f62\u30fb\u96c6\u8a08\u30fb\u8ad6\u70b9","full_setup":"\u4e0a\u8a18\uff0bATS\u304b\u3089\u306e\u81ea\u52d5\u53d6\u5f97\uff0b\u6708\u6b21\u30c8\u30ea\u30ac\u30fc\uff0b\u843d\u3061\u8fbc\u307f\u306e\u901a\u77e5 \uff0f \u6253\u3061\u624b\u306e\u6c7a\u5b9a\u4ee5\u5916","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u300140\u5206\u304c18\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u6574\u5f62\u3068\u96c6\u8a08\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u306812\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001ATS\u306eAPI\u9023\u643a\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u306e\u8868\u8a18\u3086\u308c\u3067\u96c6\u8a08\u304c\u5272\u308c\u308b | \u30de\u30b9\u30bf\u3092\u4f5c\u308a\u3001\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u306f\u4eba\u304c\u5bc4\u305b\u5148\u3092\u6c7a\u3081\u308b\u3002\u81ea\u52d5\u767b\u9332\u3057\u306a\u3044 |\n| \u9078\u8003\u4e2d\u306e\u5019\u88dc\u8005\u3092\u843d\u3061\u305f\u3068\u6570\u3048\u3066\u901a\u904e\u7387\u304c\u4e0b\u304c\u308b | \u5f53\u6708\u672b\u6642\u70b9\u3067\u9078\u8003\u4e2d\u306e\u4eba\u3092\u6bcd\u6570\u304b\u3089\u5916\u3059 |\n| \u6bcd\u65703\u4eba\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u539f\u56e0\u304c\u66f8\u304b\u308c\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6bcd\u65705\u4eba\u672a\u6e80\u306f\u5224\u65ad\u3055\u305b\u306a\u3044\u3002\u51fa\u529b\u306b\u3082 `judgeable` \u3092\u6301\u305f\u305b\u308b |\n| \u751f\u6210AI\u304c\u6570\u5b57\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3066\u98df\u3044\u9055\u3046 | \u96c6\u8a08\u5024\u3092\u6e21\u3057\u3001\u300c\u305d\u306e\u307e\u307e\u4f7f\u3046\u300d\u3068\u660e\u793a\u3059\u308b\u3002\u7a81\u5408\u306e\u691c\u67fb\u3092\u5165\u308c\u308b |\n| CSV\u306e\u5217\u304c\u5897\u3048\u3066\u8aad\u307f\u8fbc\u307f\u304c\u305a\u308c\u308b | \u5217\u756a\u53f7\u3067\u306f\u306a\u304f\u5217\u540d\u3067\u8aad\u3080 |\n| \u524d\u6708\u306e\u30b7\u30fc\u30c8\u3092\u6d88\u3057\u3066\u3057\u307e\u3044\u63a8\u79fb\u304c\u51fa\u306a\u3044 | \u6708\u6b21\u30b7\u30fc\u30c8\u306f\u6d88\u3055\u306a\u3044\u904b\u7528\u306b\u3059\u308b\u3002\u6bd4\u8f03\u4e0d\u80fd\u306f0\u306b\u3057\u306a\u3044 |\n| \u30c8\u30ea\u30ac\u30fc\u304c\u4f1a\u8b70\u306e\u76f4\u524d\u306b\u8d70\u3063\u3066\u9593\u306b\u5408\u308f\u306a\u3044 | \u524d\u65e5\u306e\u591c\u306b\u5b9f\u884c\u3059\u308b\u3002\u5b9f\u884c\u6642\u523b\u306b\u306f1\u6642\u9593\u7a0b\u5ea6\u306e\u5e45\u304c\u3042\u308b |\n| \u8f9e\u9000\u7406\u7531\u306e\u533a\u5206\u304c\u6bce\u6708\u5909\u308f\u3063\u3066\u96c6\u8a08\u3067\u304d\u306a\u3044 | `enum` \u3067\u533a\u5206\u3092\u56fa\u5b9a\u3059\u308b |\n| \u5019\u88dc\u8005\u306e\u5c5e\u6027\u306b\u89e6\u308c\u305f\u6587\u7ae0\u304c\u51fa\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u793a\u7684\u306b\u7981\u6b62\u3059\u308b\u3002**\u5fc5\u9808** |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5019\u88dc\u8005\u306e\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3001\u8f9e\u9000\u7406\u7531\u3001\u6d41\u5165\u7d4c\u8def\u3002**\u63a1\u7528\u306e\u53ef\u5426\u306b\u95a2\u308f\u308b\u500b\u4eba\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u6c0f\u540d\u3092\u6e21\u3055\u306a\u3044** \u2026 \u96c6\u8a08\u306b\u6c0f\u540d\u306f\u8981\u308a\u307e\u305b\u3093\u3002\u5019\u88dc\u8005ID\u306b\u7f6e\u304d\u63db\u3048\u3066\u304b\u3089\u751f\u6210AI\u3078\u6e21\u3057\u307e\u3059\u3002**\u3053\u308c\u3060\u3051\u3067\u6271\u3044\u304c\u304b\u306a\u308a\u697d\u306b\u306a\u308a\u307e\u3059**\n2. **\u5c5e\u6027\u306b\u57fa\u3065\u304f\u5224\u65ad\u3092\u3055\u305b\u306a\u3044** \u2026 \u5e74\u9f62\u30fb\u6027\u5225\u30fb\u56fd\u7c4d\u30fb\u5bb6\u65cf\u69cb\u6210\u306f\u5165\u529b\u304b\u3089\u5916\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3082\u89e6\u308c\u308b\u3053\u3068\u3092\u7981\u3058\u307e\u3059\u3002**\u63a1\u7528\u306b\u304a\u3051\u308b\u5dee\u5225\u7684\u306a\u53d6\u308a\u6271\u3044\u306b\u3064\u306a\u304c\u308b\u51fa\u529b\u3092\u3001\u69cb\u6210\u306e\u6bb5\u968e\u3067\u4f5c\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044**\n3. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u306f\u5019\u88dc\u8005\u672c\u4eba\u306e\u8a00\u8449\u3067\u3059\u3002\u81ea\u793e\u306e\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u65b9\u91dd\u3068\u3001\u5fdc\u52df\u6642\u306b\u793a\u3057\u305f\u5229\u7528\u76ee\u7684\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u96c6\u8a08\u3068\u8ad6\u70b9\u306e\u4f5c\u6210\u307e\u3067\u3067\u3059\u3002**\u500b\u3005\u306e\u5019\u88dc\u8005\u306e\u5408\u5426\u306b\u95a2\u308f\u308b\u5224\u65ad\u3092\u3001\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3055\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n6. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u6708\u6b21\u30b7\u30fc\u30c8\u306e\u5171\u6709\u7bc4\u56f2\u3092\u3001\u63a1\u7528\u30b0\u30eb\u30fc\u30d7\u3068\u4eba\u4e8b\u8cac\u4efb\u8005\u306b\u9650\u5b9a\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u8aa4\u3063\u305f\u5206\u6790\u306b\u57fa\u3065\u304f\u5a92\u4f53\u306e\u5207\u308a\u66ff\u3048\u3068\u3001\u5019\u88dc\u8005\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306b\u95a2\u3059\u308b\u554f\u984c\u3067\u3059\u3002\u5165\u51fa\u529b\u306e\u30ed\u30b0\u3092\u6b8b\u3057\u3001\u5f8c\u304b\u3089\u8ffd\u8de1\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","recommended_for":"\u540c\u6642\u306b10\u4ee5\u4e0a\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u52df\u96c6\u3057\u3066\u304a\u308a\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08ATS\uff09\u304b\u3089\u9078\u8003\u30b9\u30c6\u30fc\u30bf\u30b9\u3092CSV\u3067\u66f8\u304d\u51fa\u305b\u308b\u3053\u3068\u3002\u5a92\u4f53\u3084\u7d39\u4ecb\u4f1a\u793e\u3092\u8907\u6570\u4f7f\u3044\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3002","not_recommended_for":"\u52df\u96c6\u30dd\u30b8\u30b7\u30e7\u30f3\u304c3\u3064\u4ee5\u4e0b\u3067\u3001\u62c5\u5f53\u8005\u304c\u5168\u5019\u88dc\u8005\u306e\u9854\u3068\u72b6\u6cc1\u3092\u899a\u3048\u3066\u3044\u308b\u5834\u5408\u3002ATS\u3092\u4f7f\u308f\u305a\u30e1\u30fc\u30eb\u3068\u8868\u8a08\u7b97\u3060\u3051\u3067\u9078\u8003\u3092\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u30dd\u30b8\u30b7\u30e7\u30f3\u30de\u30b9\u30bf\u3092\u4f5c\u308b**\n\nATS\u306b\u5165\u3063\u3066\u3044\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u540d\u3092\u5168\u90e8\u66f8\u304d\u51fa\u3057\u3001\u6b63\u898f\u306e\u540d\u524d\u306b\u5bc4\u305b\u305f\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u4f5c\u696d\u306fAI\u3092\u5165\u308c\u3066\u3082\u6d88\u3048\u307e\u305b\u3093\u3002** \u5148\u306b\u3084\u3063\u3066\u304a\u304f\u3068\u3001\u3042\u3068\u306e\u5de5\u7a0b\u304c\u3059\u3079\u3066\u8efd\u304f\u306a\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a\u5148\u6708\u3076\u3093\u3067\u8ad6\u70b9\u3092\u4f5c\u3089\u305b\u308b**\n\n5\u30dd\u30b8\u30b7\u30e7\u30f3\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3001\u624b\u4f5c\u696d\u306e\u96c6\u8a08\u7d50\u679c\u3068\u8f9e\u9000\u30b3\u30e1\u30f3\u30c8\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002\u63a1\u7528\u62c5\u5f53\u304c\u300c\u77e5\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u300d\u304c\u51fa\u308b\u304b\u3092\u898b\u307e\u3059\u3002\u3053\u306e\u7d50\u679c\u3067\u5c0e\u5165\u53ef\u5426\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**3\u301c4\u9031\u76ee\uff1a\u534a\u81ea\u52d5\u5316\u3092\u4f5c\u308b**\n\n\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8cbc\u308b\u3060\u3051\u3067\u540d\u5bc4\u305b\u30fb\u96c6\u8a08\u30fb\u8ad6\u70b9\u4f5c\u6210\u307e\u3067\u8d70\u308b\u72b6\u614b\u3092\u4f5c\u308a\u3001\u7fcc\u6708\u306e\u4f1a\u8b70\u3067\u4f7f\u3044\u307e\u3059\u300240\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002ATS\u9023\u643a\u306f\u307e\u3060\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u524a\u6e1b\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001\u6708\u6b21\u30c8\u30ea\u30ac\u30fc\u3068\u843d\u3061\u8fbc\u307f\u306e\u901a\u77e5\u3092\u5165\u308c\u307e\u3059\u3002\u4e26\u884c\u3057\u3066\u3001**\u904e\u53bb12\u304b\u6708\u3076\u3093\u306e\u96c6\u8a08\u7d50\u679c\u3092\u9061\u3063\u3066\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** 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|\n|:--|:--|:--|\n| Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u304c\u3001JSON Schema \u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u6cbf\u3063\u305f\u51fa\u529b\u3092\u8fd4\u305b\u308b\u3053\u3068\u3002string \/ number \/ integer \/ boolean \/ object \/ array \/ null \u306e\u57fa\u672c\u578b\u306b\u5bfe\u5fdc\u3057\u3001`enum` \u3067\u5024\u3092\u6c7a\u307e\u3063\u305f\u96c6\u5408\u306b\u9650\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u5927\u304d\u3059\u304e\u308b\u30b9\u30ad\u30fc\u30de\u3084\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3053\u3068 | [Google AI for Developers: Structured outputs](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-09-17 |\n| Apps Script 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