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**\u5951\u7d04\u66f8\u306e\u7ae0\u306e\u5207\u308a\u5206\u3051** \u2026 \u300c\u5b9a\u7fa9\u300d\u300c\u8ca1\u52d9\u5236\u9650\u6761\u9805\u300d\u300c\u5831\u544a\u7fa9\u52d9\u300d\u300c\u671f\u9650\u306e\u5229\u76ca\u55aa\u5931\u300d\u306e\u7ae0\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u898b\u51fa\u3057\u306e\u8868\u73fe\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001AI\u306b\u63a2\u3055\u305b\u307e\u3059\n2. **\u6570\u5024\u306e\u5b9a\u7fa9\u306e\u7d10\u3065\u3051** \u2026 \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u300c\u7d14\u8cc7\u7523\u300d\u304c\u3001\u5b9a\u7fa9\u6761\u9805\u3067\u3069\u3046\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5bfe\u5fdc\u3065\u3051\u307e\u3059\u3002\u5b9a\u7fa9\u304c\u306a\u3051\u308c\u3070\u300c\u5b9a\u7fa9\u306a\u3057\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u3001\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\n3. **\u8a66\u7b97\u8868\u306e\u79d1\u76ee\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 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\u6761\u9805\u306e\u5f0f\u306e\u8a08\u7b97\u3001\u4f59\u88d5\u5ea6\u306e\u7b97\u51fa\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3002**\u3059\u3079\u3066\u56db\u5247\u6f14\u7b97\u3068\u5f15\u304d\u7b97\u3067\u3059\u3002**\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5951\u7d04\u66f8\u304b\u3089\u306e\u6761\u4ef6\u62bd\u51fa | \u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u5f0f\u3001\u57fa\u6e96\u5024\u3001\u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u5b9a\u7fa9\u6761\u9805\u3068\u306e\u7d10\u3065\u3051 | \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u8a9e\u304c\u3001\u5b9a\u7fa9\u6761\u9805\u3067\u3069\u3046\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u304b\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u5831\u544a\u7fa9\u52d9\u306e\u6d17\u3044\u51fa\u3057 | \u4f55\u3092\u3001\u8ab0\u306b\u3001\u3044\u3064\u307e\u3067\u306b\u63d0\u51fa\u3059\u308b\u7fa9\u52d9\u304c\u3042\u308b\u304b\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u6761\u9805\u306e\u5e73\u6613\u306a\u8a00\u3044\u63db\u3048 | \u300c\u524d\u671f\u672b\u7d14\u8cc7\u7523\u306e75\uff05\u3092\u4e0b\u56de\u3089\u306a\u3044\u3053\u3068\u300d\u3092\u3001\u8ca1\u52d9\u4ee5\u5916\u306e\u4eba\u306b\u3082\u5206\u304b\u308b\u6587\u306b |\n| \u5224\u65ad\u304c\u5fae\u5999\u306a\u6761\u9805\u306e\u8aac\u660e | \u5b9a\u7fa9\u304c\u66d6\u6627\u3001\u8907\u6570\u306e\u89e3\u91c8\u304c\u3042\u308a\u3046\u308b\u6761\u9805\u306b\u3064\u3044\u3066\u3001\u8ad6\u70b9\u3092\u4e26\u3079\u308b |\n\n**AI\u306e\u51fa\u756a\u306f\u3001\u307b\u307c\u521d\u56de\u306e\u53f0\u5e33\u5316\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u6bce\u6708\u306e\u70b9\u691c\u3067AI\u304c\u4f7f\u308f\u308c\u308b\u306e\u306f\u3001\u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u6761\u9805\u306b\u3064\u3044\u3066\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u300d\u306e\u8aac\u660e\u6587\u3092\u4f5c\u308b\u3068\u3053\u308d\u3060\u3051\u3067\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001AI\u3092\u5e38\u6642\u52d5\u304b\u3059\u69cb\u6210\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4f01\u696d\u8ca1\u52d9\u306e\u62c5\u5f53\u8005\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u501f\u5165\u5951\u7d04\u66f8\u304b\u3089\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u30fb\u5831\u544a\u7fa9\u52d9\u30fb\u671f\u9650\u306e\u5229\u76ca\u55aa\u5931\u4e8b\u7531\u3092\n\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5951\u7d04\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u5951\u7d04\u306b\u300c\u3088\u304f\u3042\u308b\u300d\u6761\u9805\u3092\u63a8\u6e2c\u3067\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u6761\u9805\u306b\u3064\u3044\u3066\u3001\u539f\u6587\u3092\u305d\u306e\u307e\u307e original_text \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8981\u7d04\u3057\u305f\u6587\u3092 original_text \u306b\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u8ca1\u52d9\u6307\u6a19\uff08\u7d14\u8cc7\u7523\u3001\u6709\u5229\u5b50\u8ca0\u50b5\u306a\u3069\uff09\u306b\u3064\u3044\u3066\u3001\n  \u5b9a\u7fa9\u6761\u9805\u3067\u306e\u5b9a\u7fa9\u3092 definition \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5b9a\u7fa9\u6761\u9805\u306b\u8a18\u8f09\u304c\u306a\u3044\u5834\u5408\u306f null \u306b\u3057\u3001needs_review \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9023\u7d50\u30fb\u5358\u4f53\u306e\u5225\u304c\u5951\u7d04\u66f8\u304b\u3089\u8aad\u307f\u53d6\u308c\u306a\u3044\u5834\u5408\u306f\u3001\n  scope \u3092 \"unclear\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067 \"consolidated\" \u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\uff08\u5404\u6c7a\u7b97\u671f\u672b\uff0f\u5404\u56db\u534a\u671f\u672b\uff0f\u5404\u6708\u672b\uff09\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62b5\u89e6\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u4ef6\u3092\u69cb\u9020\u5316\u3057\u3066\u8fd4\u3059\u3053\u3068\u3060\u3051\u304c\u5f79\u5272\u3067\u3059\u3002\n\n\u3010\u5951\u7d04\u66f8\u306e\u672c\u6587\u3011\n{contract_text}\n```\n\n**\u6700\u5f8c\u306e\u6307\u793a\u304c\u91cd\u8981\u3067\u3059\u3002** \u62b5\u89e6\u306e\u5224\u65ad\u3092AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u5224\u65ad\u306f\u3001\u53f0\u5e33\u306b\u5165\u3063\u305f\u5f0f\u3068\u8a66\u7b97\u8868\u306e\u6570\u5024\u3092\u4f7f\u3063\u3066\u8a08\u7b97\u51e6\u7406\u304c\u884c\u3044\u307e\u3059\u3002**AI\u306b\u5224\u65ad\u3055\u305b\u308b\u3068\u3001\u306a\u305c\u305d\u306e\u7d50\u8ad6\u306b\u306a\u3063\u305f\u304b\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u300c\u4e00\u822c\u7684\u306a\u5951\u7d04\u306b\u3088\u304f\u3042\u308b\u6761\u9805\u3092\u63a8\u6e2c\u3067\u8db3\u3055\u306a\u3044\u300d\u3082\u5fc5\u9808\u3067\u3059\u3002** \u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u62bd\u51fa\u3067\u3053\u308c\u304c\u8d77\u304d\u308b\u3068\u3001\u5b9f\u969b\u306b\u306f\u4ed8\u3044\u3066\u3044\u306a\u3044\u6761\u9805\u3092\u6bce\u6708\u70b9\u691c\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u9006\u306b\u5371\u967a\u306a\u65b9\u5411\u306e\u8aa4\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u7121\u99c4\u306a\u4f5c\u696d\u3068\u8aa4\u3063\u305f\u5b89\u5fc3\u3092\u751f\u307f\u307e\u3059\u3002","output_data":"Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f `properties` \u3067\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5b9a\u7fa9\u3057\u3001`required` \u3067\u5fc5\u9808\u9805\u76ee\u3092\u5217\u6319\u3057\u307e\u3059\u3002\u5951\u7d04\u66f81\u672c\u3042\u305f\u308a\u306e\u6761\u9805\u306f\u591a\u304f\u3066\u308210\u500b\u7a0b\u5ea6\u306a\u306e\u3067\u3001**\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u306a\u3044\u6d45\u3044\u69cb\u9020**\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"contract_id\": \"\",\n  \"covenants\": [\n    {\n      \"covenant_type\": \"net_assets | profit | debt_ratio | other\",\n      \"original_text\": \"\",\n      \"formula\": {\n        \"metric\": \"\",\n        \"operator\": \">= | <= | > | <\",\n        \"base\": \"\",\n        \"ratio\": 0\n      },\n      \"scope\": \"consolidated | standalone | unclear\",\n      \"definition\": null,\n      \"timing\": null,\n      \"needs_review\": \"\"\n    }\n  ],\n  \"reporting_obligations\": [\n    {\n      \"document\": \"\",\n      \"recipient\": \"\",\n      \"due_expression\": \"\",\n      \"original_text\": \"\"\n    }\n  ],\n  \"acceleration_events\": [],\n  \"extraction_confidence\": \"high | medium | low\"\n}\n```\n\n\u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\u306f\u3001\u8a08\u7b97\u51e6\u7406\u304c\u4f5c\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"as_of\": \"\",\n  \"results\": [\n    {\n      \"contract_id\": \"\",\n      \"covenant_type\": \"\",\n      \"threshold\": 0,\n      \"actual\": 0,\n      \"headroom\": 0,\n      \"headroom_ratio\": 0,\n      \"status\": \"ok | watch | breach | not_calculable\",\n      \"reason\": \"\"\n    }\n  ]\n}\n```\n\n`headroom_ratio`\uff08\u4f59\u88d5\u306e\u5272\u5408\uff09\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002**\u300c\u62b5\u89e6\u3057\u3066\u3044\u306a\u3044\u300d\u3060\u3051\u3067\u306f\u3001\u4f59\u88d5\u304c10\uff05\u306a\u306e\u304b100\uff05\u306a\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u6708\u6b21CSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 | \u8a66\u7b97\u8868\u306e\u53d6\u5f97 |\n| Google \u30c9\u30e9\u30a4\u30d6 | Apps Script | \u5951\u7d04\u66f8PDF\u306e\u8aad\u307f\u53d6\u308a |\n| Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Apps Script | \u53f0\u5e33\u3068\u70b9\u691c\u7d50\u679c |\n| \u30e1\u30fc\u30eb\uff0f\u30c1\u30e3\u30c3\u30c8 | Apps Script | \u671f\u9650\u306e\u8fd1\u3044\u5831\u544a\u7fa9\u52d9\u306e\u901a\u77e5 |\n\n**\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u8aad\u307f\u53d6\u308a\u5c02\u7528\u3067\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3078\u306e\u5831\u544a\u66f8\u306e\u9001\u4fe1\u3082\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093\u3002\n\n**\u53f0\u5e33\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3059\u308b\u7406\u7531\u306f\u3001\u4eba\u304c\u76f4\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u5951\u7d04\u66f8\u304b\u3089\u306e\u62bd\u51fa\u306b\u306f\u5fc5\u305a\u8aa4\u308a\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5165\u308c\u3066\u3057\u307e\u3046\u3068\u3001\u62c5\u5f53\u8005\u304c\u76f4\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u5e74\u306b\u6570\u672c\u3057\u304b\u5897\u3048\u306a\u3044\u53f0\u5e33\u3092\u3001\u5c02\u7528\u30b7\u30b9\u30c6\u30e0\u3067\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002","human_review":"**\u78ba\u8a8d\u306f2\u6bb5\u968e\u3042\u308a\u307e\u3059\u3002**\n\n**1\u6bb5\u968e\u76ee\u306f\u3001\u53f0\u5e33\u5316\u306e\u3068\u304d\u3067\u3059\u3002** AI\u304c\u62bd\u51fa\u3057\u305f\u6761\u9805\u3092\u3001\u62c5\u5f53\u8005\u3068\u6cd5\u52d9\u304c\u5951\u7d04\u66f8\u30681\u6761\u305a\u3064\u7167\u5408\u3057\u307e\u3059\u3002**\u3053\u3053\u306f\u7701\u7565\u3067\u304d\u307e\u305b\u3093\u3002** 45\u672c\u30672\u301c3\u65e5\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u4e00\u5ea6\u3060\u3051\u306e\u4f5c\u696d\u3067\u3059\u3002\u3053\u306e\u78ba\u8a8d\u3092\u98db\u3070\u3059\u3068\u3001\u4ee5\u5f8c\u306e\u70b9\u691c\u304c\u3059\u3079\u3066\u8aa4\u3063\u305f\u524d\u63d0\u306e\u4e0a\u306b\u4e57\u308a\u307e\u3059\u3002\n\n**2\u6bb5\u968e\u76ee\u306f\u3001\u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\u3067\u3059\u3002** \u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u3082\u306e\u3001`status` \u304c `watch` `breach` `not_calculable` \u306e\u3082\u306e\u3092\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002`ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u78ba\u8a8d\u3059\u308b\u3060\u3051\u3067\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u4f59\u88d5\u5ea6\u306e**\u5c0f\u3055\u3044\u9806**\u306b\u4e26\u3079\u308b\n- `not_calculable`\uff08\u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\uff09\u3092\u5fc5\u305a\u4e0a\u306b\u51fa\u3059\u3002**`ok` \u3068\u6df7\u305c\u306a\u3044**\n- \u524d\u6708\u30fb\u524d\u3005\u6708\u306e\u4f59\u88d5\u5ea6\u3092\u6a2a\u306b\u4e26\u3079\u3001\u63a8\u79fb\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u3059\u308b\n- \u6761\u9805\u306e\u539f\u6587\u3092\u4e00\u89a7\u306e\u4e2d\u306b\u5c55\u958b\u3057\u3066\u304a\u304f\n\n**`not_calculable` \u3092 `ok` \u3068\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002** \u6570\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u305f\u3081\u306b\u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u8868\u793a\u3059\u308b\u3068\u3001\u62b5\u89e6\u306b\u6c17\u3065\u3051\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5951\u7d04\u66f8\u304c\u30b9\u30ad\u30e3\u30f3PDF\u3067\u3001100\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u5b9a\u7fa9\u6761\u9805\u3068\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u7ae0\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u6e21\u3059\u3002\u5168\u6587\u3092\u7121\u7406\u306b\u6e21\u3055\u306a\u3044 |\n| \u5b9a\u7fa9\u6761\u9805\u306b\u8a72\u5f53\u306e\u5b9a\u7fa9\u304c\u306a\u3044 | `definition` \u3092 null \u306b\u3057\u3001\u4eba\u304c\u5224\u65ad\u3059\u308b\u3002**\u63a8\u6e2c\u3067\u5b9a\u7fa9\u3092\u5f53\u3066\u306f\u3081\u306a\u3044** |\n| \u9023\u7d50\u30fb\u5358\u4f53\u306e\u5225\u304c\u8aad\u307f\u53d6\u308c\u306a\u3044 | `scope` \u3092 `unclear` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u7247\u65b9\u3067\u8a08\u7b97\u3057\u3066\u5b89\u5fc3\u3057\u306a\u3044 |\n| \u8a66\u7b97\u8868\u306e\u79d1\u76ee\u304c\u5909\u308f\u3063\u305f | \u79d1\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u898b\u76f4\u3059\u3002\u5bfe\u5fdc\u3065\u304b\u306a\u3044\u79d1\u76ee\u304c\u51fa\u305f\u3089 `not_calculable` \u306b\u3057\u3066\u6b62\u3081\u308b |\n| \u6708\u6b21\u3067\u306f\u8a08\u7b97\u3067\u304d\u306a\u3044\u6307\u6a19\uff08EBITDA\u306e\u5e74\u63db\u7b97\u306a\u3069\uff09 | \u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u53f0\u5e33\u306b\u6301\u3061\u3001\u56db\u534a\u671f\u30fb\u5e74\u6b21\u3067\u306e\u307f\u8a08\u7b97\u3059\u308b\u3002\u6708\u6b21\u3067\u306f\u300c\u5bfe\u8c61\u5916\u300d\u3068\u8868\u793a\u3059\u308b |\n| \u5951\u7d04\u304c\u5909\u66f4\u3055\u308c\u305f\uff08\u6761\u4ef6\u5909\u66f4\u5951\u7d04\uff09 | \u5909\u66f4\u5951\u7d04\u66f8\u3092\u8aad\u307f\u3001\u53f0\u5e33\u306b\u65b0\u3057\u3044\u7248\u3068\u3057\u3066\u8ffd\u52a0\u3059\u308b\u3002**\u53e4\u3044\u7248\u3092\u4e0a\u66f8\u304d\u3057\u306a\u3044** |\n| \u501f\u5165\u304c\u5b8c\u6e08\u3055\u308c\u305f | \u53f0\u5e33\u306e\u72b6\u614b\u3092\u5b8c\u6e08\u306b\u3057\u3001\u70b9\u691c\u5bfe\u8c61\u304b\u3089\u5916\u3059\u3002\u5c65\u6b74\u306f\u6b8b\u3059 |\n| \u6c7a\u7b97\u304c\u78ba\u5b9a\u305b\u305a\u3001\u524d\u671f\u672b\u306e\u57fa\u6e96\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3044 | `not_calculable` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u524d\u3005\u671f\u306e\u5024\u3092\u4f7f\u308f\u306a\u3044 |\n| \u4f59\u88d5\u5ea6\u304c\u30de\u30a4\u30ca\u30b9\uff08\u62b5\u89e6\u306e\u53ef\u80fd\u6027\uff09 | `breach` \u3068\u3057\u3066\u6700\u4e0a\u4f4d\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u3068\u8ca1\u52d9\u90e8\u9577\u306e\u4e21\u65b9\u3078\u5373\u6642\u901a\u77e5\u3059\u308b |\n| Apps Script \u306e\u5b9f\u884c\u6642\u523b\u304c\u305a\u308c\u308b | \u6bce\u55b6\u696d\u65e5\u306e\u671d\u306b\u52d5\u304b\u3057\u3001\u8a66\u7b97\u8868\u306e\u78ba\u5b9a\u30d5\u30e9\u30b0\u3067\u5224\u65ad\u3059\u308b\u3002\u6642\u523b\u306b\u4f9d\u5b58\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b |","log_storage":"- \u5951\u7d04\u66f8PDF\u306e\u7248\uff08\u5909\u66f4\u5951\u7d04\u3092\u542b\u3080\uff09\n- AI\u304c\u62bd\u51fa\u3057\u305f\u6761\u9805\u3068 `original_text`\u3001`extraction_confidence`\n- **\u4eba\u304c\u78ba\u5b9a\u3057\u305f\u53f0\u5e33\u306e\u5185\u5bb9\u3068\u3001AI\u306e\u62bd\u51fa\u304b\u3089\u3069\u3053\u3092\u76f4\u3057\u305f\u304b**\n- \u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\uff08\u57fa\u6e96\u5024\u30fb\u5b9f\u7e3e\u5024\u30fb\u4f59\u88d5\u5ea6\u30fb\u4f7f\u3063\u305f\u8a66\u7b97\u8868\u306e\u65e5\u4ed8\uff09\n- \u91d1\u878d\u6a5f\u95a2\u3078\u63d0\u51fa\u3057\u305f\u5831\u544a\u66f8\u3068\u3001\u63d0\u51fa\u65e5\n- `breach` \u307e\u305f\u306f `watch` \u304c\u51fa\u305f\u3068\u304d\u306e\u901a\u77e5\u5148\u3068\u5bfe\u5fdc\n\n4\u3064\u76ee\u3067\u300c\u4f7f\u3063\u305f\u8a66\u7b97\u8868\u306e\u65e5\u4ed8\u300d\u3092\u6b8b\u3059\u306e\u304c\u8981\u3067\u3059\u3002**\u5f8c\u304b\u3089\u300c\u3053\u306e\u6708\u306f\u306a\u305c\u4f59\u88d5\u304c\u3042\u308b\u3068\u5224\u65ad\u3057\u305f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306b\u3001\u5f53\u6642\u306e\u6570\u5024\u3092\u518d\u73fe\u3067\u304d\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\u3092\u6b8b\u3059\u3053\u3068\u306b\u3001\u3053\u306e\u69cb\u6210\u306e\u3082\u3046\u3072\u3068\u3064\u306e\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002** 12\u304b\u6708\u5206\u4e26\u3079\u308c\u3070\u3001\u4f59\u88d5\u304c\u6e1b\u308a\u7d9a\u3051\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u304c\u4e00\u76ee\u3067\u5206\u304b\u308a\u307e\u3059\u3002\u62b5\u89e6\u3057\u3066\u304b\u3089\u5bfe\u51e6\u3059\u308b\u306e\u3067\u306f\u9045\u304f\u3001**\u534a\u5e74\u524d\u306b\u50be\u5411\u304c\u898b\u3048\u3066\u3044\u308c\u3070\u3001\u91d1\u878d\u6a5f\u95a2\u3068\u306e\u4e8b\u524d\u76f8\u8ac7\u304c\u3067\u304d\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":45,"assumption_workdays":20,"volume_month":45,"before_minutes_per_case":22,"after_minutes_per_case":8,"hourly_cost":4000,"before_hours_month":16.5,"after_hours_month":6,"saved_hours_month":10.5,"reduction_rate":64,"saved_hours_year":126,"annual_cost_effect":504000,"summary":"\u501f\u5165\u5951\u7d04\u66f8\u3068\u6708\u6b21\u306e\u8a66\u7b97\u8868\u3092\u5165\u529b\u306b\u3001\u8fd4\u6e08\u671f\u9650\u30fb\u5831\u544a\u7fa9\u52d9\u306e\u671f\u65e5\u30fb\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u4f59\u88d5\u5ea6\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u5951\u7d04\u66f8\u3092\u958b\u3044\u3066\u6761\u4ef6\u3092\u601d\u3044\u51fa\u3059\u3053\u3068\u304b\u3089\u3001\u51fa\u3066\u304d\u305f\u4e00\u89a7\u3067\u4f59\u88d5\u306e\u5c0f\u3055\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u6708\u6b21\u6c7a\u7b97\u304c\u78ba\u5b9a\u3057\u3001\u8a66\u7b97\u8868\u304c\u51fa\u308b\n2. \u62c5\u5f53\u8005\u304cExcel\u306e\u501f\u5165\u91d1\u7ba1\u7406\u8868\u3092\u958b\u304d\u3001\u4eca\u6708\u8fd4\u6e08\u306e\u3042\u308b\u3082\u306e\u3092\u78ba\u8a8d\u3059\u308b\n3. \u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4ed8\u3044\u3066\u3044\u308b\u501f\u5165\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u66f8\u306ePDF\u3092\u958b\u3044\u3066\u6761\u9805\u3092\u8aad\u307f\u76f4\u3059\n4. \u8a66\u7b97\u8868\u304b\u3089\u3001\u7d14\u8cc7\u7523\u3001\u6709\u5229\u5b50\u8ca0\u50b5\u3001\u7d4c\u5e38\u5229\u76ca\u306a\u3069\u306e\u8a72\u5f53\u3059\u308b\u6570\u5024\u3092\u62fe\u3046\n5. \u6761\u9805\u306e\u5f0f\u306b\u5f53\u3066\u306f\u3081\u3066\u3001\u62b5\u89e6\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u8a08\u7b97\u3059\u308b\n6. \u5831\u544a\u7fa9\u52d9\u306e\u671f\u65e5\u3092\u78ba\u8a8d\u3057\u3001\u63d0\u51fa\u3059\u3079\u304d\u66f8\u985e\u304c\u3042\u308b\u304b\u3092\u898b\u308b\n7. \u7d50\u679c\u3092\u8ca1\u52d9\u90e8\u9577\u306b\u5831\u544a\u3059\u308b\n8. \u56db\u534a\u671f\u3054\u3068\u306b\u3001\u91d1\u878d\u6a5f\u95a2\u3078\u30b3\u30d9\u30ca\u30f3\u30c4\u306e\u9075\u5b88\u72b6\u6cc1\u3092\u5831\u544a\u3059\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u6761\u9805\u306e\u5f0f\u304c\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u3002** \u300c\u7d14\u8cc7\u7523\u306e\u984d\u3092\u524d\u671f\u672b\u306e75\uff05\u4ee5\u4e0a\u306b\u7dad\u6301\u3059\u308b\u300d\u300c\u7d4c\u5e38\u640d\u76ca\u30922\u671f\u9023\u7d9a\u3067\u640d\u5931\u3068\u3057\u306a\u3044\u300d\u300c\u6709\u5229\u5b50\u8ca0\u50b5\u3092EBITDA\u306e10\u500d\u4ee5\u5185\u306b\u7dad\u6301\u3059\u308b\u300d\u3002\u540c\u3058\u4f1a\u793e\u306e\u501f\u5165\u3067\u3082\u3001\u7de0\u7d50\u3057\u305f\u5e74\u3068\u91d1\u878d\u6a5f\u95a2\u306b\u3088\u3063\u3066\u66f8\u304d\u65b9\u304c\u9055\u3044\u307e\u3059\u3002**\u5f0f\u3092\u6bce\u56de\u5951\u7d04\u66f8\u304b\u3089\u8aad\u307f\u76f4\u3057\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6570\u5024\u306e\u5b9a\u7fa9\u304c\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u3002** \u300c\u7d14\u8cc7\u7523\u300d\u304c\u9023\u7d50\u304b\u5358\u4f53\u304b\u3001\u300c\u7d4c\u5e38\u5229\u76ca\u300d\u306b\u7279\u5225\u640d\u76ca\u3092\u542b\u3080\u304b\u3002\u5951\u7d04\u66f8\u306e\u5b9a\u7fa9\u6761\u9805\u3092\u8aad\u307e\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u540c\u3058\u300c\u7d14\u8cc7\u7523\u300d\u3067\u3082\u3001\u5951\u7d04A\u3068\u5951\u7d04B\u3067\u898b\u308b\u3079\u304d\u6570\u5b57\u304c\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5831\u544a\u7fa9\u52d9\u304c\u5fd8\u308c\u3089\u308c\u3084\u3059\u3044\u3002** \u8ca1\u52d9\u5236\u9650\u6761\u9805\u306f\u76ee\u7acb\u3061\u307e\u3059\u304c\u3001\u300c\u6c7a\u7b97\u78ba\u5b9a\u5f8c3\u304b\u6708\u4ee5\u5185\u306b\u8a08\u7b97\u66f8\u985e\u3092\u63d0\u51fa\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5831\u544a\u7fa9\u52d9\u306f\u76ee\u7acb\u3061\u307e\u305b\u3093\u3002**\u9045\u308c\u3066\u3082\u50ac\u4fc3\u304c\u6765\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u6c17\u3065\u304b\u306a\u3044\u307e\u307e\u671f\u65e5\u3092\u904e\u304e\u307e\u3059\u3002**\n\n**\uff08d\uff09\u4f59\u88d5\u5ea6\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3044\u3002** \u300c\u62b5\u89e6\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u7d50\u8ad6\u3060\u3051\u304c\u6b8b\u308a\u3001\u3069\u308c\u304f\u3089\u3044\u4f59\u88d5\u304c\u3042\u3063\u305f\u304b\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002**1\u5e74\u524d\u3068\u6bd4\u3079\u3066\u4f59\u88d5\u304c\u6e1b\u3063\u3066\u3044\u308b\u306e\u304b\u3069\u3046\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","before_flow_steps":["\u6708\u6b21\u6c7a\u7b97\u304c\u78ba\u5b9a\u3057\u3001\u8a66\u7b97\u8868\u304c\u51fa\u308b","\u62c5\u5f53\u8005\u304cExcel\u306e\u501f\u5165\u91d1\u7ba1\u7406\u8868\u3092\u958b\u304d\u3001\u4eca\u6708\u8fd4\u6e08\u306e\u3042\u308b\u3082\u306e\u3092\u78ba\u8a8d\u3059\u308b","\u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4ed8\u3044\u3066\u3044\u308b\u501f\u5165\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u66f8\u306ePDF\u3092\u958b\u3044\u3066\u6761\u9805\u3092\u8aad\u307f\u76f4\u3059","\u8a66\u7b97\u8868\u304b\u3089\u3001\u7d14\u8cc7\u7523\u3001\u6709\u5229\u5b50\u8ca0\u50b5\u3001\u7d4c\u5e38\u5229\u76ca\u306a\u3069\u306e\u8a72\u5f53\u3059\u308b\u6570\u5024\u3092\u62fe\u3046","\u6761\u9805\u306e\u5f0f\u306b\u5f53\u3066\u306f\u3081\u3066\u3001\u62b5\u89e6\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u8a08\u7b97\u3059\u308b","\u5831\u544a\u7fa9\u52d9\u306e\u671f\u65e5\u3092\u78ba\u8a8d\u3057\u3001\u63d0\u51fa\u3059\u3079\u304d\u66f8\u985e\u304c\u3042\u308b\u304b\u3092\u898b\u308b","\u7d50\u679c\u3092\u8ca1\u52d9\u90e8\u9577\u306b\u5831\u544a\u3059\u308b","\u56db\u534a\u671f\u3054\u3068\u306b\u3001\u91d1\u878d\u6a5f\u95a2\u3078\u30b3\u30d9\u30ca\u30f3\u30c4\u306e\u9075\u5b88\u72b6\u6cc1\u3092\u5831\u544a\u3059\u308b"],"after_flow":"**\u3053\u306e\u69cb\u6210\u306f\u3001\u6700\u521d\u306b\u4e00\u5ea6\u3060\u3051\u884c\u3046\u300c\u53f0\u5e33\u5316\u300d\u3068\u3001\u6bce\u6708\u7e70\u308a\u8fd4\u3059\u300c\u70b9\u691c\u300d\u306b\u5206\u304b\u308c\u307e\u3059\u3002**\n\n### \u6700\u521d\u306b\u4e00\u5ea6\u3060\u3051\uff08\u53f0\u5e33\u5316\uff09\n\n1. **\u3010\u81ea\u52d5\u3011** \u501f\u5165\u5951\u7d04\u66f8\u306ePDF\u3092\u8aad\u307f\u3001\u6761\u4ef6\u3092\u62bd\u51fa\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u8fd4\u6e08\u6761\u4ef6\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u5f0f\u3001\u6570\u5024\u306e\u5b9a\u7fa9\u3001\u5831\u544a\u7fa9\u52d9\u3001\u671f\u9650\u3092\u9805\u76ee\u3054\u3068\u306b\u5206\u3051\u308b\n3. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u3068\u6cd5\u52d9\u304c\u3001\u62bd\u51fa\u7d50\u679c\u3092\u5951\u7d04\u66f8\u3068\u7167\u5408\u3057\u3066\u78ba\u5b9a\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u78ba\u5b9a\u3057\u305f\u5185\u5bb9\u3092\u501f\u5165\u53f0\u5e33\u306b\u4fdd\u5b58\u3059\u308b\n\n### \u6bce\u6708\uff08\u70b9\u691c\uff09\n\n1. **\u3010\u81ea\u52d5\u3011** \u6708\u6b21\u306e\u8a66\u7b97\u8868\u304c\u78ba\u5b9a\u3057\u305f\u3089\u51e6\u7406\u304c\u59cb\u307e\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u304b\u3089\u3001\u4eca\u6708\u70b9\u691c\u3059\u3079\u304d\u6761\u9805\u3068\u671f\u9650\u3092\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u8a66\u7b97\u8868\u304b\u3089\u3001\u5404\u6761\u9805\u304c\u5fc5\u8981\u3068\u3059\u308b\u6570\u5024\u3092\u96c6\u3081\u308b\uff08\u9023\u7d50\u30fb\u5358\u4f53\u306e\u5225\u3092\u53f0\u5e33\u306e\u5b9a\u7fa9\u306b\u5f93\u3063\u3066\u9078\u3076\uff09\n4. **\u3010\u81ea\u52d5\u3011** \u6761\u9805\u3054\u3068\u306b\u8a08\u7b97\u3057\u3001\u57fa\u6e96\u5024\u306b\u5bfe\u3059\u308b\u4f59\u88d5\u5ea6\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u3082\u306e\u3001\u671f\u9650\u304c\u8fd1\u3044\u3082\u306e\u3092\u4e0a\u306b\u4e26\u3079\u305f\u4e00\u89a7\u3092\u4f5c\u308b\n6. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u78ba\u8a8d\u3057\u3001\u4f59\u88d5\u306e\u5c0f\u3055\u3044\u6761\u9805\u306b\u3064\u3044\u3066\u8ca1\u52d9\u90e8\u9577\u3078\u5831\u544a\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u5c65\u6b74\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\u3092\u8a18\u9332\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u3080\u300d\u300c\u62fe\u3046\u300d\u300c\u8a08\u7b97\u3059\u308b\u300d\u300c\u4e26\u3079\u308b\u300d\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u3069\u3046\u5bfe\u51e6\u3059\u308b\u304b\u300d\u306e\u5224\u65ad\u3067\u3059\u3002\n\n**\u53f0\u5e33\u5316\u3092\u4e00\u5ea6\u304d\u308a\u306e\u4f5c\u696d\u3068\u3057\u3066\u5206\u3051\u308b\u70b9\u304c\u91cd\u8981\u3067\u3059\u3002** \u5951\u7d04\u66f8\u304b\u3089\u306e\u62bd\u51fa\u306f\u6708\u6b21\u3067\u7e70\u308a\u8fd4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u4e00\u5ea6\u6b63\u3057\u304f\u53f0\u5e33\u306b\u3057\u3066\u3057\u307e\u3048\u3070\u3001\u6bce\u6708\u306e\u51e6\u7406\u306f\u8a08\u7b97\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u501f\u5165\u5951\u7d04\u66f8\u306ePDF\u3092\u8aad\u307f\u3001\u6761\u4ef6\u3092\u62bd\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u8fd4\u6e08\u6761\u4ef6\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u5f0f\u3001\u6570\u5024\u306e\u5b9a\u7fa9\u3001\u5831\u544a\u7fa9\u52d9\u3001\u671f\u9650\u3092\u9805\u76ee\u3054\u3068\u306b\u5206\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u3068\u6cd5\u52d9\u304c\u3001\u62bd\u51fa\u7d50\u679c\u3092\u5951\u7d04\u66f8\u3068\u7167\u5408\u3057\u3066\u78ba\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** 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\u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u3082\u306e\u3001\u671f\u9650\u304c\u8fd1\u3044\u3082\u306e\u3092\u4e0a\u306b\u4e26\u3079\u305f\u4e00\u89a7\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u78ba\u8a8d\u3057\u3001\u4f59\u88d5\u306e\u5c0f\u3055\u3044\u6761\u9805\u306b\u3064\u3044\u3066\u8ca1\u52d9\u90e8\u9577\u3078\u5831\u544a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u5c65\u6b74\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\u3092\u8a18\u9332\u3059\u308b"],"architecture":"```\n\u3010\u521d\u56de\u3011\u501f\u5165\u5951\u7d04\u66f8\u306ePDF\n   \u2502\n   \u25bc\nGemini API \u2500\u2500 \u6761\u4ef6\u306e\u62bd\u51fa\uff08\u8fd4\u6e08\uff0f\u6761\u9805\u306e\u5f0f\uff0f\u5b9a\u7fa9\uff0f\u5831\u544a\u7fa9\u52d9\uff09\n   \u2502\n   \u25bc\n\u501f\u5165\u53f0\u5e33\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\u2500\u2500\u3010\u4eba\u304c\u5951\u7d04\u66f8\u3068\u7167\u5408\u3057\u3066\u78ba\u5b9a\u3011\n   \u2502\n   \u25bc\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\u3010\u6bce\u6708\u3011\u6708\u6b21\u8a66\u7b97\u8868\u306e\u78ba\u5b9a\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff08\u6bce\u6708\u30fb\u5e73\u65e5\u671d\uff09\nGoogle Apps Script\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u53f0\u5e33\u304b\u3089\u4eca\u6708\u70b9\u691c\u3059\u308b\u6761\u9805\u3092\u53d6\u308a\u51fa\u3059\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u8a66\u7b97\u8868\u304b\u3089\u5fc5\u8981\u306a\u6570\u5024\u3092\u96c6\u3081\u308b\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u6761\u9805\u3054\u3068\u306b\u8a08\u7b97 \u2500\u2500 \u57fa\u6e96\u5024\u30fb\u5b9f\u7e3e\u5024\u30fb\u4f59\u88d5\u5ea6\n   \u2502\n   \u2514\u2500\u2500\u25b6 Gemini API \u2500\u2500 \u62b5\u89e6\u306e\u5224\u65ad\u304c\u5fae\u5999\u306a\u6761\u9805\u306e\u8aac\u660e\u6587\u3092\u4f5c\u308b\n   \u2502\n   \u25bc\n\u6708\u6b21\u70b9\u691c\u8868\uff08\u4f59\u88d5\u5ea6\u9806\uff09\u2500\u2500\u3010\u4eba\u304c\u78ba\u8a8d\u3011\n   \u2502\n   \u25bc\n\u5c65\u6b74\u306b\u4fdd\u5b58 \uff0b \u671f\u9650\u306e\u8fd1\u3044\u5831\u544a\u7fa9\u52d9\u3092\u901a\u77e5\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Gemini API | Claude API\u3001OpenAI API |\n| \u9023\u643a | Google Apps Script | Power Automate\u3001Python |\n| \u53f0\u5e33 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Excel\u3001Airtable |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6 | SharePoint\u3001Box |\n\n**Gemini\u3092\u4e3b\u306b\u4f7f\u3046\u7406\u7531\u306f\u3001\u501f\u5165\u5951\u7d04\u66f8\u304c\u9577\u3044\u305f\u3081\u3067\u3059\u3002** \u30b7\u30f3\u30b8\u30b1\u30fc\u30c8\u30ed\u30fc\u30f3\u306e\u5951\u7d04\u66f8\u306f100\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5b9a\u7fa9\u6761\u9805\u304c\u524d\u534a\u306b\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u5f8c\u534a\u306b\u3042\u308a\u3001**\u4e21\u65b9\u3092\u540c\u6642\u306b\u8aad\u307e\u306a\u3044\u3068\u5f0f\u306e\u610f\u5473\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u7ae0\u3054\u3068\u306b\u5207\u3063\u3066\u6e21\u3059\u3068\u3001\u5b9a\u7fa9\u304c\u5931\u308f\u308c\u307e\u3059\u3002\n\n\u8a08\u7b97\u305d\u306e\u3082\u306e\u306fApps Script\u3067\u884c\u3044\u307e\u3059\u3002**\u6761\u9805\u306e\u5f0f\u3092AI\u306b\u8a08\u7b97\u3055\u305b\u307e\u305b\u3093\u3002** \u300c\u7d14\u8cc7\u7523 \u2267 \u524d\u671f\u672b\u7d14\u8cc7\u7523 \u00d7 0.75\u300d\u3068\u3044\u3046\u5f0f\u306f\u3001\u53f0\u5e33\u306b\u6570\u5024\u3068\u3057\u3066\u6301\u3066\u3070\u56db\u5247\u6f14\u7b97\u3067\u3059\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u3001\u6570\u5b57\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u539f\u56e0\u304c\u8ffd\u3048\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u6708\u306e\u8d77\u70b9\u306f\u3001\u6708\u6b21\u8a66\u7b97\u8868\u306e\u78ba\u5b9a\u3067\u3059\u3002** Apps Script \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u30c8\u30ea\u30ac\u30fc\u306e\u3046\u3061\u3001\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u306f**1\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067**\u306e\u983b\u5ea6\u3067\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n\u3053\u3053\u3067\u6ce8\u610f\u304c\u8981\u308b\u306e\u306f\u3001**\u958b\u59cb\u6642\u523b\u304c\u6b63\u78ba\u3067\u306f\u306a\u3044\u3053\u3068**\u3067\u3059\u30029\u6642\u306e\u30c8\u30ea\u30ac\u30fc\u3092\u4f5c\u308b\u3068\u3001Apps Script \u306f9\u6642\u304b\u308910\u6642\u306e\u9593\u306e\u6642\u523b\u3092\u9078\u3073\u307e\u3059\u3002**\u300c\u8a66\u7b97\u8868\u304c\u78ba\u5b9a\u3057\u305f\u76f4\u5f8c\u306b\u5fc5\u305a\u52d5\u304f\u300d\u3068\u3044\u3046\u7d44\u307f\u65b9\u306f\u3067\u304d\u307e\u305b\u3093\u3002**\n\n\u5bfe\u7b56\u306f\u5358\u7d14\u3067\u3059\u3002**\u6bce\u55b6\u696d\u65e5\u306e\u671d\u306b\u52d5\u304b\u3057\u3001\u8a66\u7b97\u8868\u306e\u78ba\u5b9a\u30d5\u30e9\u30b0\u3092\u898b\u3066\u3001\u78ba\u5b9a\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u4f55\u3082\u305b\u305a\u306b\u7d42\u3048\u308b**\u5f62\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u306a\u3089\u6642\u523b\u306e\u305a\u308c\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n\u521d\u56de\u306e\u53f0\u5e33\u5316\u306f\u3001\u62c5\u5f53\u8005\u304c\u624b\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002\u5951\u7d04\u66f8\u304c\u65b0\u3057\u304f\u5897\u3048\u305f\u3068\u304d\u3082\u540c\u3058\u3067\u3059\u3002\u670845\u672c\u306e\u70b9\u691c\u306b\u5bfe\u3057\u3001\u65b0\u898f\u306e\u5951\u7d04\u306f\u5e74\u306b\u6570\u672c\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u501f\u5165\u5951\u7d04\u66f8 | \u91d1\u92ad\u6d88\u8cbb\u8cb8\u501f\u5951\u7d04\u66f8\u3001\u30b7\u30f3\u30b8\u30b1\u30fc\u30c8\u30ed\u30fc\u30f3\u5951\u7d04\u66f8\u3001\u793e\u50b5\u306e\u8981\u9805 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF |\n| \u501f\u5165\u53f0\u5e33 | \u501f\u5165\u5148\u3001\u91d1\u984d\u3001\u5229\u7387\u3001\u8fd4\u6e08\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3001\u6761\u9805\u3001\u5831\u544a\u7fa9\u52d9 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08\u3053\u306e\u69cb\u6210\u3067\u4f5c\u308b\uff09 |\n| \u6708\u6b21\u8a66\u7b97\u8868 | \u9023\u7d50\u3068\u5358\u4f53\u306e\u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u524d\u671f\u672b\u306e\u78ba\u5b9a\u5024 | \u6761\u9805\u306e\u57fa\u6e96\u306b\u306a\u308b\u671f\u672b\u306e\u6570\u5024 | \u6c7a\u7b97\u66f8 |\n| \u63d0\u51fa\u6e08\u307f\u306e\u5831\u544a | \u3044\u3064\u4f55\u3092\u91d1\u878d\u6a5f\u95a2\u3078\u51fa\u3057\u305f\u304b | \u53f0\u5e33\u306b\u8a18\u9332 |\n\n**\u524d\u671f\u672b\u306e\u78ba\u5b9a\u5024\u3092\u53f0\u5e33\u306b\u6301\u3064\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u524d\u671f\u672b\u6bd475\uff05\u300d\u3068\u3044\u3046\u6761\u9805\u306f\u3001\u524d\u671f\u672b\u306e\u6570\u5b57\u304c\u56fa\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u8a08\u7b97\u3067\u304d\u307e\u305b\u3093\u3002\u6c7a\u7b97\u304c\u78ba\u5b9a\u3057\u305f\u6642\u70b9\u3067\u53f0\u5e33\u306b\u66f8\u304d\u8fbc\u3080\u904b\u7528\u3092\u5165\u308c\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u5951\u7d04\u66f8\u306ePDF\uff1a** 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\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6708\u6b21\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002CSV\u3067\u8db3\u308a\u307e\u3059\u3002**\u9023\u7d50\u3068\u5358\u4f53\u306e\u4e21\u65b9\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6761\u9805\u304c\u3069\u3061\u3089\u3092\u898b\u308b\u304b\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002\n\n**\u671f\u9650\u306e\u7ba1\u7406\uff1a** \u8fd4\u6e08\u65e5\u3001\u5229\u6255\u65e5\u3001\u5831\u544a\u7fa9\u52d9\u306e\u671f\u65e5\u3092\u53f0\u5e33\u306b\u65e5\u4ed8\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002\u5951\u7d04\u66f8\u306e\u300c\u6c7a\u7b97\u78ba\u5b9a\u5f8c3\u304b\u6708\u4ee5\u5185\u300d\u306e\u3088\u3046\u306a\u76f8\u5bfe\u7684\u306a\u8868\u73fe\u306f\u3001**\u53f0\u5e33\u306b\u5165\u308c\u308b\u6642\u70b9\u3067\u5177\u4f53\u7684\u306a\u65e5\u4ed8\u306b\u76f4\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5951\u7d04\u66f8\u306e\u7ae0\u306e\u5207\u308a\u5206\u3051** \u2026 \u300c\u5b9a\u7fa9\u300d\u300c\u8ca1\u52d9\u5236\u9650\u6761\u9805\u300d\u300c\u5831\u544a\u7fa9\u52d9\u300d\u300c\u671f\u9650\u306e\u5229\u76ca\u55aa\u5931\u300d\u306e\u7ae0\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u898b\u51fa\u3057\u306e\u8868\u73fe\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001AI\u306b\u63a2\u3055\u305b\u307e\u3059\n2. **\u6570\u5024\u306e\u5b9a\u7fa9\u306e\u7d10\u3065\u3051** \u2026 \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u300c\u7d14\u8cc7\u7523\u300d\u304c\u3001\u5b9a\u7fa9\u6761\u9805\u3067\u3069\u3046\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5bfe\u5fdc\u3065\u3051\u307e\u3059\u3002\u5b9a\u7fa9\u304c\u306a\u3051\u308c\u3070\u300c\u5b9a\u7fa9\u306a\u3057\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u3001\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\n3. **\u8a66\u7b97\u8868\u306e\u79d1\u76ee\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 \u5951\u7d04\u66f8\u306e\u7528\u8a9e\uff08\u300c\u6709\u5229\u5b50\u8ca0\u50b5\u300d\uff09\u3068\u3001\u8a66\u7b97\u8868\u306e\u79d1\u76ee\uff08\u77ed\u671f\u501f\u5165\u91d1\uff0b\u9577\u671f\u501f\u5165\u91d1\uff0b\u793e\u50b5\uff0b\u30ea\u30fc\u30b9\u50b5\u52d9\uff09\u3092\u5bfe\u5fdc\u3065\u3051\u308b\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u8868\u306f\u4eba\u304c\u4f5c\u308a\u307e\u3059**\n4. **\u76f8\u5bfe\u671f\u65e5\u306e\u7d76\u5bfe\u5316** \u2026 \u300c\u6c7a\u7b97\u78ba\u5b9a\u5f8c3\u304b\u6708\u4ee5\u5185\u300d\u3092\u3001\u4eca\u671f\u306e\u6c7a\u7b97\u78ba\u5b9a\u65e5\u304b\u3089\u8a08\u7b97\u3057\u305f\u65e5\u4ed8\u306b\u76f4\u3057\u307e\u3059\n5. **\u70b9\u691c\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u6708\u6b21\u3067\u898b\u308b\u6761\u9805\u3068\u3001\u56db\u534a\u671f\u30fb\u5e74\u6b21\u3067\u898b\u308b\u6761\u9805\u3092\u5206\u3051\u307e\u3059\n\n3\u756a\u76ee\u304c\u6700\u3082\u91cd\u8981\u3067\u3001\u6700\u3082\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\u3053\u3053\u3092\u81ea\u52d5\u5316\u3057\u3088\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u6709\u5229\u5b50\u8ca0\u50b5\u300d\u306b\u30ea\u30fc\u30b9\u50b5\u52d9\u3092\u542b\u3080\u304b\u3069\u3046\u304b\u306f\u3001\u5951\u7d04\u66f8\u306e\u5b9a\u7fa9\u3068\u81ea\u793e\u306e\u4f1a\u8a08\u51e6\u7406\u3092\u7167\u3089\u3057\u3066\u4eba\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002\u4e00\u5ea6\u6c7a\u3081\u308c\u3070\u5909\u308f\u308a\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nAI\u3068\u8a08\u7b97\u51e6\u7406\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u8a08\u7b97\u51e6\u7406\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6761\u9805\u306e\u5f0f\u306e\u8a08\u7b97\u3001\u4f59\u88d5\u5ea6\u306e\u7b97\u51fa\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3002**\u3059\u3079\u3066\u56db\u5247\u6f14\u7b97\u3068\u5f15\u304d\u7b97\u3067\u3059\u3002**\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5951\u7d04\u66f8\u304b\u3089\u306e\u6761\u4ef6\u62bd\u51fa | \u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u5f0f\u3001\u57fa\u6e96\u5024\u3001\u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u5b9a\u7fa9\u6761\u9805\u3068\u306e\u7d10\u3065\u3051 | \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u8a9e\u304c\u3001\u5b9a\u7fa9\u6761\u9805\u3067\u3069\u3046\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u304b\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u5831\u544a\u7fa9\u52d9\u306e\u6d17\u3044\u51fa\u3057 | \u4f55\u3092\u3001\u8ab0\u306b\u3001\u3044\u3064\u307e\u3067\u306b\u63d0\u51fa\u3059\u308b\u7fa9\u52d9\u304c\u3042\u308b\u304b\uff08\u521d\u56de\u306e\u307f\uff09 |\n| \u6761\u9805\u306e\u5e73\u6613\u306a\u8a00\u3044\u63db\u3048 | \u300c\u524d\u671f\u672b\u7d14\u8cc7\u7523\u306e75\uff05\u3092\u4e0b\u56de\u3089\u306a\u3044\u3053\u3068\u300d\u3092\u3001\u8ca1\u52d9\u4ee5\u5916\u306e\u4eba\u306b\u3082\u5206\u304b\u308b\u6587\u306b |\n| \u5224\u65ad\u304c\u5fae\u5999\u306a\u6761\u9805\u306e\u8aac\u660e | \u5b9a\u7fa9\u304c\u66d6\u6627\u3001\u8907\u6570\u306e\u89e3\u91c8\u304c\u3042\u308a\u3046\u308b\u6761\u9805\u306b\u3064\u3044\u3066\u3001\u8ad6\u70b9\u3092\u4e26\u3079\u308b |\n\n**AI\u306e\u51fa\u756a\u306f\u3001\u307b\u307c\u521d\u56de\u306e\u53f0\u5e33\u5316\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u6bce\u6708\u306e\u70b9\u691c\u3067AI\u304c\u4f7f\u308f\u308c\u308b\u306e\u306f\u3001\u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u6761\u9805\u306b\u3064\u3044\u3066\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u300d\u306e\u8aac\u660e\u6587\u3092\u4f5c\u308b\u3068\u3053\u308d\u3060\u3051\u3067\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001AI\u3092\u5e38\u6642\u52d5\u304b\u3059\u69cb\u6210\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u4f01\u696d\u8ca1\u52d9\u306e\u62c5\u5f53\u8005\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u501f\u5165\u5951\u7d04\u66f8\u304b\u3089\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u30fb\u5831\u544a\u7fa9\u52d9\u30fb\u671f\u9650\u306e\u5229\u76ca\u55aa\u5931\u4e8b\u7531\u3092\n\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5951\u7d04\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u5951\u7d04\u306b\u300c\u3088\u304f\u3042\u308b\u300d\u6761\u9805\u3092\u63a8\u6e2c\u3067\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u6761\u9805\u306b\u3064\u3044\u3066\u3001\u539f\u6587\u3092\u305d\u306e\u307e\u307e original_text \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8981\u7d04\u3057\u305f\u6587\u3092 original_text \u306b\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u8ca1\u52d9\u6307\u6a19\uff08\u7d14\u8cc7\u7523\u3001\u6709\u5229\u5b50\u8ca0\u50b5\u306a\u3069\uff09\u306b\u3064\u3044\u3066\u3001\n  \u5b9a\u7fa9\u6761\u9805\u3067\u306e\u5b9a\u7fa9\u3092 definition \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5b9a\u7fa9\u6761\u9805\u306b\u8a18\u8f09\u304c\u306a\u3044\u5834\u5408\u306f null \u306b\u3057\u3001needs_review \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9023\u7d50\u30fb\u5358\u4f53\u306e\u5225\u304c\u5951\u7d04\u66f8\u304b\u3089\u8aad\u307f\u53d6\u308c\u306a\u3044\u5834\u5408\u306f\u3001\n  scope \u3092 \"unclear\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067 \"consolidated\" \u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\uff08\u5404\u6c7a\u7b97\u671f\u672b\uff0f\u5404\u56db\u534a\u671f\u672b\uff0f\u5404\u6708\u672b\uff09\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62b5\u89e6\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u4ef6\u3092\u69cb\u9020\u5316\u3057\u3066\u8fd4\u3059\u3053\u3068\u3060\u3051\u304c\u5f79\u5272\u3067\u3059\u3002\n\n\u3010\u5951\u7d04\u66f8\u306e\u672c\u6587\u3011\n{contract_text}\n```\n\n**\u6700\u5f8c\u306e\u6307\u793a\u304c\u91cd\u8981\u3067\u3059\u3002** \u62b5\u89e6\u306e\u5224\u65ad\u3092AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u5224\u65ad\u306f\u3001\u53f0\u5e33\u306b\u5165\u3063\u305f\u5f0f\u3068\u8a66\u7b97\u8868\u306e\u6570\u5024\u3092\u4f7f\u3063\u3066\u8a08\u7b97\u51e6\u7406\u304c\u884c\u3044\u307e\u3059\u3002**AI\u306b\u5224\u65ad\u3055\u305b\u308b\u3068\u3001\u306a\u305c\u305d\u306e\u7d50\u8ad6\u306b\u306a\u3063\u305f\u304b\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u300c\u4e00\u822c\u7684\u306a\u5951\u7d04\u306b\u3088\u304f\u3042\u308b\u6761\u9805\u3092\u63a8\u6e2c\u3067\u8db3\u3055\u306a\u3044\u300d\u3082\u5fc5\u9808\u3067\u3059\u3002** \u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u62bd\u51fa\u3067\u3053\u308c\u304c\u8d77\u304d\u308b\u3068\u3001\u5b9f\u969b\u306b\u306f\u4ed8\u3044\u3066\u3044\u306a\u3044\u6761\u9805\u3092\u6bce\u6708\u70b9\u691c\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u9006\u306b\u5371\u967a\u306a\u65b9\u5411\u306e\u8aa4\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u7121\u99c4\u306a\u4f5c\u696d\u3068\u8aa4\u3063\u305f\u5b89\u5fc3\u3092\u751f\u307f\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\nGemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f `properties` \u3067\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5b9a\u7fa9\u3057\u3001`required` \u3067\u5fc5\u9808\u9805\u76ee\u3092\u5217\u6319\u3057\u307e\u3059\u3002\u5951\u7d04\u66f81\u672c\u3042\u305f\u308a\u306e\u6761\u9805\u306f\u591a\u304f\u3066\u308210\u500b\u7a0b\u5ea6\u306a\u306e\u3067\u3001**\u6df1\u304f\u30cd\u30b9\u30c8\u3057\u306a\u3044\u6d45\u3044\u69cb\u9020**\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"contract_id\": \"\",\n  \"covenants\": [\n    {\n      \"covenant_type\": \"net_assets | profit | debt_ratio | other\",\n      \"original_text\": \"\",\n      \"formula\": {\n        \"metric\": \"\",\n        \"operator\": \">= | <= | > | <\",\n        \"base\": \"\",\n        \"ratio\": 0\n      },\n      \"scope\": \"consolidated | standalone | unclear\",\n      \"definition\": null,\n      \"timing\": null,\n      \"needs_review\": \"\"\n    }\n  ],\n  \"reporting_obligations\": [\n    {\n      \"document\": \"\",\n      \"recipient\": \"\",\n      \"due_expression\": \"\",\n      \"original_text\": \"\"\n    }\n  ],\n  \"acceleration_events\": [],\n  \"extraction_confidence\": \"high | medium | low\"\n}\n```\n\n\u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\u306f\u3001\u8a08\u7b97\u51e6\u7406\u304c\u4f5c\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"as_of\": \"\",\n  \"results\": [\n    {\n      \"contract_id\": \"\",\n      \"covenant_type\": \"\",\n      \"threshold\": 0,\n      \"actual\": 0,\n      \"headroom\": 0,\n      \"headroom_ratio\": 0,\n      \"status\": \"ok | watch | breach | not_calculable\",\n      \"reason\": \"\"\n    }\n  ]\n}\n```\n\n`headroom_ratio`\uff08\u4f59\u88d5\u306e\u5272\u5408\uff09\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002**\u300c\u62b5\u89e6\u3057\u3066\u3044\u306a\u3044\u300d\u3060\u3051\u3067\u306f\u3001\u4f59\u88d5\u304c10\uff05\u306a\u306e\u304b100\uff05\u306a\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u6708\u6b21CSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 | \u8a66\u7b97\u8868\u306e\u53d6\u5f97 |\n| Google \u30c9\u30e9\u30a4\u30d6 | Apps Script | \u5951\u7d04\u66f8PDF\u306e\u8aad\u307f\u53d6\u308a |\n| Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Apps Script | \u53f0\u5e33\u3068\u70b9\u691c\u7d50\u679c |\n| \u30e1\u30fc\u30eb\uff0f\u30c1\u30e3\u30c3\u30c8 | Apps Script | \u671f\u9650\u306e\u8fd1\u3044\u5831\u544a\u7fa9\u52d9\u306e\u901a\u77e5 |\n\n**\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u8aad\u307f\u53d6\u308a\u5c02\u7528\u3067\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3078\u306e\u5831\u544a\u66f8\u306e\u9001\u4fe1\u3082\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093\u3002\n\n**\u53f0\u5e33\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3059\u308b\u7406\u7531\u306f\u3001\u4eba\u304c\u76f4\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u5951\u7d04\u66f8\u304b\u3089\u306e\u62bd\u51fa\u306b\u306f\u5fc5\u305a\u8aa4\u308a\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5165\u308c\u3066\u3057\u307e\u3046\u3068\u3001\u62c5\u5f53\u8005\u304c\u76f4\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u5e74\u306b\u6570\u672c\u3057\u304b\u5897\u3048\u306a\u3044\u53f0\u5e33\u3092\u3001\u5c02\u7528\u30b7\u30b9\u30c6\u30e0\u3067\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u78ba\u8a8d\u306f2\u6bb5\u968e\u3042\u308a\u307e\u3059\u3002**\n\n**1\u6bb5\u968e\u76ee\u306f\u3001\u53f0\u5e33\u5316\u306e\u3068\u304d\u3067\u3059\u3002** AI\u304c\u62bd\u51fa\u3057\u305f\u6761\u9805\u3092\u3001\u62c5\u5f53\u8005\u3068\u6cd5\u52d9\u304c\u5951\u7d04\u66f8\u30681\u6761\u305a\u3064\u7167\u5408\u3057\u307e\u3059\u3002**\u3053\u3053\u306f\u7701\u7565\u3067\u304d\u307e\u305b\u3093\u3002** 45\u672c\u30672\u301c3\u65e5\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u4e00\u5ea6\u3060\u3051\u306e\u4f5c\u696d\u3067\u3059\u3002\u3053\u306e\u78ba\u8a8d\u3092\u98db\u3070\u3059\u3068\u3001\u4ee5\u5f8c\u306e\u70b9\u691c\u304c\u3059\u3079\u3066\u8aa4\u3063\u305f\u524d\u63d0\u306e\u4e0a\u306b\u4e57\u308a\u307e\u3059\u3002\n\n**2\u6bb5\u968e\u76ee\u306f\u3001\u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\u3067\u3059\u3002** \u4f59\u88d5\u5ea6\u304c\u5c0f\u3055\u3044\u3082\u306e\u3001`status` \u304c `watch` `breach` `not_calculable` \u306e\u3082\u306e\u3092\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002`ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u78ba\u8a8d\u3059\u308b\u3060\u3051\u3067\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u4f59\u88d5\u5ea6\u306e**\u5c0f\u3055\u3044\u9806**\u306b\u4e26\u3079\u308b\n- `not_calculable`\uff08\u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\uff09\u3092\u5fc5\u305a\u4e0a\u306b\u51fa\u3059\u3002**`ok` \u3068\u6df7\u305c\u306a\u3044**\n- \u524d\u6708\u30fb\u524d\u3005\u6708\u306e\u4f59\u88d5\u5ea6\u3092\u6a2a\u306b\u4e26\u3079\u3001\u63a8\u79fb\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u3059\u308b\n- \u6761\u9805\u306e\u539f\u6587\u3092\u4e00\u89a7\u306e\u4e2d\u306b\u5c55\u958b\u3057\u3066\u304a\u304f\n\n**`not_calculable` \u3092 `ok` \u3068\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002** \u6570\u5024\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u305f\u3081\u306b\u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u8868\u793a\u3059\u308b\u3068\u3001\u62b5\u89e6\u306b\u6c17\u3065\u3051\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5951\u7d04\u66f8\u304c\u30b9\u30ad\u30e3\u30f3PDF\u3067\u3001100\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u5b9a\u7fa9\u6761\u9805\u3068\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u7ae0\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u6e21\u3059\u3002\u5168\u6587\u3092\u7121\u7406\u306b\u6e21\u3055\u306a\u3044 |\n| \u5b9a\u7fa9\u6761\u9805\u306b\u8a72\u5f53\u306e\u5b9a\u7fa9\u304c\u306a\u3044 | `definition` \u3092 null \u306b\u3057\u3001\u4eba\u304c\u5224\u65ad\u3059\u308b\u3002**\u63a8\u6e2c\u3067\u5b9a\u7fa9\u3092\u5f53\u3066\u306f\u3081\u306a\u3044** |\n| \u9023\u7d50\u30fb\u5358\u4f53\u306e\u5225\u304c\u8aad\u307f\u53d6\u308c\u306a\u3044 | `scope` \u3092 `unclear` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u7247\u65b9\u3067\u8a08\u7b97\u3057\u3066\u5b89\u5fc3\u3057\u306a\u3044 |\n| \u8a66\u7b97\u8868\u306e\u79d1\u76ee\u304c\u5909\u308f\u3063\u305f | \u79d1\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u898b\u76f4\u3059\u3002\u5bfe\u5fdc\u3065\u304b\u306a\u3044\u79d1\u76ee\u304c\u51fa\u305f\u3089 `not_calculable` \u306b\u3057\u3066\u6b62\u3081\u308b |\n| \u6708\u6b21\u3067\u306f\u8a08\u7b97\u3067\u304d\u306a\u3044\u6307\u6a19\uff08EBITDA\u306e\u5e74\u63db\u7b97\u306a\u3069\uff09 | \u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u53f0\u5e33\u306b\u6301\u3061\u3001\u56db\u534a\u671f\u30fb\u5e74\u6b21\u3067\u306e\u307f\u8a08\u7b97\u3059\u308b\u3002\u6708\u6b21\u3067\u306f\u300c\u5bfe\u8c61\u5916\u300d\u3068\u8868\u793a\u3059\u308b |\n| \u5951\u7d04\u304c\u5909\u66f4\u3055\u308c\u305f\uff08\u6761\u4ef6\u5909\u66f4\u5951\u7d04\uff09 | \u5909\u66f4\u5951\u7d04\u66f8\u3092\u8aad\u307f\u3001\u53f0\u5e33\u306b\u65b0\u3057\u3044\u7248\u3068\u3057\u3066\u8ffd\u52a0\u3059\u308b\u3002**\u53e4\u3044\u7248\u3092\u4e0a\u66f8\u304d\u3057\u306a\u3044** |\n| \u501f\u5165\u304c\u5b8c\u6e08\u3055\u308c\u305f | \u53f0\u5e33\u306e\u72b6\u614b\u3092\u5b8c\u6e08\u306b\u3057\u3001\u70b9\u691c\u5bfe\u8c61\u304b\u3089\u5916\u3059\u3002\u5c65\u6b74\u306f\u6b8b\u3059 |\n| \u6c7a\u7b97\u304c\u78ba\u5b9a\u305b\u305a\u3001\u524d\u671f\u672b\u306e\u57fa\u6e96\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3044 | `not_calculable` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u524d\u3005\u671f\u306e\u5024\u3092\u4f7f\u308f\u306a\u3044 |\n| \u4f59\u88d5\u5ea6\u304c\u30de\u30a4\u30ca\u30b9\uff08\u62b5\u89e6\u306e\u53ef\u80fd\u6027\uff09 | `breach` \u3068\u3057\u3066\u6700\u4e0a\u4f4d\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u3068\u8ca1\u52d9\u90e8\u9577\u306e\u4e21\u65b9\u3078\u5373\u6642\u901a\u77e5\u3059\u308b |\n| Apps Script \u306e\u5b9f\u884c\u6642\u523b\u304c\u305a\u308c\u308b | \u6bce\u55b6\u696d\u65e5\u306e\u671d\u306b\u52d5\u304b\u3057\u3001\u8a66\u7b97\u8868\u306e\u78ba\u5b9a\u30d5\u30e9\u30b0\u3067\u5224\u65ad\u3059\u308b\u3002\u6642\u523b\u306b\u4f9d\u5b58\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5951\u7d04\u66f8PDF\u306e\u7248\uff08\u5909\u66f4\u5951\u7d04\u3092\u542b\u3080\uff09\n- AI\u304c\u62bd\u51fa\u3057\u305f\u6761\u9805\u3068 `original_text`\u3001`extraction_confidence`\n- **\u4eba\u304c\u78ba\u5b9a\u3057\u305f\u53f0\u5e33\u306e\u5185\u5bb9\u3068\u3001AI\u306e\u62bd\u51fa\u304b\u3089\u3069\u3053\u3092\u76f4\u3057\u305f\u304b**\n- \u6bce\u6708\u306e\u70b9\u691c\u7d50\u679c\uff08\u57fa\u6e96\u5024\u30fb\u5b9f\u7e3e\u5024\u30fb\u4f59\u88d5\u5ea6\u30fb\u4f7f\u3063\u305f\u8a66\u7b97\u8868\u306e\u65e5\u4ed8\uff09\n- \u91d1\u878d\u6a5f\u95a2\u3078\u63d0\u51fa\u3057\u305f\u5831\u544a\u66f8\u3068\u3001\u63d0\u51fa\u65e5\n- `breach` \u307e\u305f\u306f `watch` \u304c\u51fa\u305f\u3068\u304d\u306e\u901a\u77e5\u5148\u3068\u5bfe\u5fdc\n\n4\u3064\u76ee\u3067\u300c\u4f7f\u3063\u305f\u8a66\u7b97\u8868\u306e\u65e5\u4ed8\u300d\u3092\u6b8b\u3059\u306e\u304c\u8981\u3067\u3059\u3002**\u5f8c\u304b\u3089\u300c\u3053\u306e\u6708\u306f\u306a\u305c\u4f59\u88d5\u304c\u3042\u308b\u3068\u5224\u65ad\u3057\u305f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306b\u3001\u5f53\u6642\u306e\u6570\u5024\u3092\u518d\u73fe\u3067\u304d\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\u3092\u6b8b\u3059\u3053\u3068\u306b\u3001\u3053\u306e\u69cb\u6210\u306e\u3082\u3046\u3072\u3068\u3064\u306e\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002** 12\u304b\u6708\u5206\u4e26\u3079\u308c\u3070\u3001\u4f59\u88d5\u304c\u6e1b\u308a\u7d9a\u3051\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u304c\u4e00\u76ee\u3067\u5206\u304b\u308a\u307e\u3059\u3002\u62b5\u89e6\u3057\u3066\u304b\u3089\u5bfe\u51e6\u3059\u308b\u306e\u3067\u306f\u9045\u304f\u3001**\u534a\u5e74\u524d\u306b\u50be\u5411\u304c\u898b\u3048\u3066\u3044\u308c\u3070\u3001\u91d1\u878d\u6a5f\u95a2\u3068\u306e\u4e8b\u524d\u76f8\u8ac7\u304c\u3067\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4ed8\u3044\u3066\u3044\u308b\u501f\u5165\u30923\u672c\u9078\u3076\uff08\u3067\u304d\u308c\u3070\u30b7\u30f3\u30b8\u30b1\u30fc\u30c8\u30ed\u30fc\u30f3\u3092\u542b\u3081\u308b\uff09\n2. \u5951\u7d04\u66f8\u306e\u8a72\u5f53\u3059\u308b\u7ae0\u3092\u30c6\u30ad\u30b9\u30c8\u3067\u30b3\u30d4\u30fc\u3059\u308b\n3. AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u8ca1\u52d9\u5236\u9650\u6761\u9805\u306e\u5f0f\u3001\u57fa\u6e96\u5024\u3001\u5bfe\u8c61\u3068\u306a\u308b\u8ca1\u52d9\u6307\u6a19\u306e\u5b9a\u7fa9\u3001\u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5951\u7d04\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u81ea\u5206\u304c\u628a\u63e1\u3057\u3066\u3044\u308b\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u3053\u306e3\u672c\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u66f8\u306e\u66f8\u304d\u65b9\u306f\u91d1\u878d\u6a5f\u95a2\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002\u81ea\u793e\u306e\u5951\u7d04\u3067\u62bd\u51fa\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u53f0\u5e33\u5316\u306e\u5de5\u6570\u304c\u8aad\u3081\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u62bd\u51fa\u306e\u6b63\u3057\u3055 | \u5224\u65ad |\n|:--|:--|\n| \u5f0f\u3068\u5b9a\u7fa9\u304c\u6b63\u3057\u304f\u53d6\u308c\u308b | \u5168\u5951\u7d04\u306e\u53f0\u5e33\u5316\u306b\u9032\u3080 |\n| \u5f0f\u306f\u53d6\u308c\u308b\u304c\u5b9a\u7fa9\u304c\u53d6\u308c\u306a\u3044 | \u5b9a\u7fa9\u306f\u4eba\u304c\u5165\u308c\u308b\u524d\u63d0\u3067\u9032\u3081\u308b\u3002\u305d\u308c\u3067\u3082\u5de5\u6570\u306f\u5927\u304d\u304f\u6e1b\u308b |\n| \u5f0f\u3082\u53d6\u308c\u306a\u3044 | \u5951\u7d04\u66f8\u306ePDF\u306e\u54c1\u8cea\u3092\u7591\u3046\u3002\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b |\n\n**\u3042\u308f\u305b\u3066\u3001\u79d1\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002** \u300c\u6709\u5229\u5b50\u8ca0\u50b5\u300d\u304c\u8a66\u7b97\u8868\u306e\u3069\u306e\u79d1\u76ee\u306e\u5408\u8a08\u304b\u3092\u6c7a\u3081\u308b\u4f5c\u696d\u3067\u3059\u3002\u3053\u308c\u304c\u6c7a\u307e\u3089\u306a\u3044\u3068\u3001\u81ea\u52d5\u5316\u3057\u3066\u3082\u8a08\u7b97\u3067\u304d\u307e\u305b\u3093\u3002**\u3053\u306e\u4f5c\u696d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u5951\u7d04\u66f8\u3092AI\u306b\u8aad\u307e\u305b\u3001\u6761\u4ef6\u3092\u8868\u306b\u3059\u308b\u3002\u53f0\u5e33\u306f\u624b\u3067\u4f5c\u308b \uff0f \u6761\u4ef6\u306e\u62bd\u51fa\u306e\u307f","semi_auto_setup":"\u53f0\u5e33\uff0b\u8a66\u7b97\u8868\u304b\u3089\u6bce\u6708\u306e\u8a08\u7b97\u3092\u81ea\u52d5\u5316\u3057\u3001\u4f59\u88d5\u5ea6\u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u62bd\u51fa\u3068\u8a08\u7b97\u3068\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u5831\u544a\u7fa9\u52d9\u306e\u671f\u9650\u901a\u77e5\uff0b\u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\uff0b\u5909\u66f4\u5951\u7d04\u3078\u306e\u8ffd\u968f \uff0f \u5224\u65ad\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u300122\u5206\u304c11\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5951\u7d04\u66f8\u3092\u958b\u3044\u3066\u6761\u9805\u3092\u8aad\u307f\u76f4\u3059\u4f5c\u696d\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30688\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5831\u544a\u7fa9\u52d9\u306e\u7ba1\u7406\u3068\u63a8\u79fb\u306e\u8a18\u9332\u3092\u4f5c\u308a\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n**\u501f\u5165\u304c20\u672c\u4ee5\u4e0b\u306a\u3089\u3001\u534a\u81ea\u52d5\u5316\u3067\u6b62\u3081\u3066\u3082\u5341\u5206\u3067\u3059\u3002** \u672c\u683c\u69cb\u6210\u306e\u4fa1\u5024\u304c\u51fa\u308b\u306e\u306f\u3001\u5831\u544a\u7fa9\u52d9\u304c\u591a\u3044\u30b7\u30f3\u30b8\u30b1\u30fc\u30c8\u30ed\u30fc\u30f3\u3092\u8907\u6570\u62b1\u3048\u3066\u3044\u308b\u5834\u5408\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5951\u7d04\u66f8\u306e\u300c\u7d14\u8cc7\u7523\u300d\u304c\u9023\u7d50\u304b\u5358\u4f53\u304b\u5206\u304b\u3089\u306a\u3044 | `scope` \u3092 `unclear` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u63a8\u6e2c\u3067\u7247\u65b9\u3092\u9078\u3070\u306a\u3044 |\n| \u5b9a\u7fa9\u6761\u9805\u304c\u5951\u7d04\u66f8\u306e\u524d\u534a\u3001\u6761\u9805\u304c\u5f8c\u534a\u306b\u3042\u308a\u3001\u5207\u3063\u3066\u6e21\u3059\u3068\u5bfe\u5fdc\u304c\u3064\u304b\u306a\u3044 | \u9577\u6587\u3092\u305d\u306e\u307e\u307e\u6e21\u305b\u308b\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u3002\u5207\u308b\u5834\u5408\u306f\u5b9a\u7fa9\u6761\u9805\u3092\u6bce\u56de\u6dfb\u3048\u308b |\n| \u300c\u6709\u5229\u5b50\u8ca0\u50b5\u300d\u306b\u4f55\u3092\u542b\u3081\u308b\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u79d1\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u4eba\u304c\u4f5c\u308b\u3002\u3053\u3053\u3092\u81ea\u52d5\u5316\u3057\u306a\u3044 |\n| Apps Script \u306e\u30c8\u30ea\u30ac\u30fc\u304c\u6307\u5b9a\u6642\u523b\u306b\u52d5\u304b\u306a\u3044 | **\u958b\u59cb\u6642\u523b\u306f\u30e9\u30f3\u30c0\u30e0\u306b\u8abf\u6574\u3055\u308c\u308b**\uff089\u6642\u306a\u30899\u6642\u301c10\u6642\u306e\u9593\uff09\u3002\u6bce\u55b6\u696d\u65e5\u306b\u52d5\u304b\u3057\u3001\u78ba\u5b9a\u30d5\u30e9\u30b0\u3067\u5224\u65ad\u3059\u308b |\n| \u6708\u6b21\u3067\u306f\u8a08\u7b97\u3067\u304d\u306a\u3044\u6307\u6a19\u3092\u6bce\u6708\u8a08\u7b97\u3057\u3066\u30a8\u30e9\u30fc\u306b\u306a\u308b | \u5224\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u53f0\u5e33\u306b\u6301\u3061\u3001\u5bfe\u8c61\u5916\u306e\u6708\u306f\u300c\u5bfe\u8c61\u5916\u300d\u3068\u8868\u793a\u3059\u308b |\n| \u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u304c\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u898b\u3048\u308b | `not_calculable` \u3092 `ok` \u3068\u5206\u3051\u3001\u4e00\u89a7\u306e\u6700\u4e0a\u4f4d\u306b\u51fa\u3059 |\n| \u5909\u66f4\u5951\u7d04\u3092\u53f0\u5e33\u306b\u4e0a\u66f8\u304d\u3057\u3066\u3057\u307e\u3046 | \u7248\u3092\u5206\u3051\u3066\u4fdd\u5b58\u3059\u308b\u3002\u904e\u53bb\u306e\u70b9\u691c\u7d50\u679c\u304c\u3069\u306e\u7248\u306b\u57fa\u3065\u304f\u304b\u3092\u8a18\u9332\u3059\u308b |\n| \u524d\u671f\u672b\u306e\u57fa\u6e96\u5024\u304c\u5165\u3063\u3066\u304a\u3089\u305a\u3001\u6bce\u6708\u30bc\u30ed\u5272\u308a\u306b\u306a\u308b | \u6c7a\u7b97\u78ba\u5b9a\u6642\u306b\u57fa\u6e96\u5024\u3092\u53f0\u5e33\u3078\u66f8\u304d\u8fbc\u3080\u904b\u7528\u3092\u5165\u308c\u308b\u3002\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070 `not_calculable` \u3067\u6b62\u3081\u308b |\n| \u62bd\u51fa\u3067\u5b9f\u5728\u3057\u306a\u3044\u6761\u9805\u304c\u8db3\u3055\u308c\u308b | \u300c\u63a8\u6e2c\u3067\u8db3\u3055\u306a\u3044\u300d\u6307\u793a\u3092\u5165\u308c\u308b\u3002\u53f0\u5e33\u5316\u306e\u7167\u5408\u3067\u5fc5\u305a\u4eba\u304c\u78ba\u8a8d\u3059\u308b |\n| \u4f59\u88d5\u5ea6\u306e\u63a8\u79fb\u304c\u6b8b\u3089\u306a\u3044 | \u6bce\u6708\u306e\u7d50\u679c\u3092\u5c65\u6b74\u30b7\u30fc\u30c8\u306b\u8ffd\u8a18\u3059\u308b\u3002\u4e0a\u66f8\u304d\u3057\u306a\u3044 |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u501f\u5165\u5951\u7d04\u306e\u6761\u4ef6\u3001\u91d1\u878d\u6a5f\u95a2\u540d\u3001\u501f\u5165\u91d1\u984d\u3001\u6708\u6b21\u306e\u8ca1\u52d9\u6570\u5024\u3002**\u672a\u516c\u8868\u306e\u8ca1\u52d9\u60c5\u5831\u3068\u3001\u91d1\u878d\u6a5f\u95a2\u3068\u306e\u53d6\u5f15\u6761\u4ef6\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u672a\u516c\u8868\u306e\u8ca1\u52d9\u60c5\u5831** \u2026 \u6708\u6b21\u8a66\u7b97\u8868\u306f\u672a\u516c\u8868\u306e\u8ca1\u52d9\u60c5\u5831\u3067\u3059\u3002\u4e0a\u5834\u4f01\u696d\u3067\u306f\u3001\u3053\u308c\u304c\u5916\u90e8\u306b\u6f0f\u308c\u308b\u3053\u3068\u304c\u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u898f\u5236\u4e0a\u306e\u554f\u984c\u306b\u306a\u308a\u3048\u307e\u3059\u3002**\u5916\u90e8AI\u306b\u8a66\u7b97\u8868\u305d\u306e\u3082\u306e\u3092\u6e21\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** AI\u306b\u6e21\u3059\u306e\u306f\u5951\u7d04\u66f8\u307e\u3067\u3068\u3057\u3001\u6570\u5024\u306e\u8a08\u7b97\u306f\u81ea\u793e\u306e\u74b0\u5883\u5185\u3067\u884c\u3044\u307e\u3059\n2. **\u91d1\u878d\u6a5f\u95a2\u3068\u306e\u79d8\u5bc6\u4fdd\u6301** \u2026 \u501f\u5165\u5951\u7d04\u66f8\u306b\u306f\u79d8\u5bc6\u4fdd\u6301\u6761\u9805\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002**\u5951\u7d04\u66f8\u3092\u7b2c\u4e09\u8005\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u5165\u529b\u3059\u308b\u3053\u3068\u304c\u3001\u305d\u306e\u6761\u9805\u306b\u62b5\u89e6\u3057\u306a\u3044\u304b\u3092\u6cd5\u52d9\u90e8\u9580\u3068\u3057\u3066\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u306f\u5fc5\u305a\u5951\u7d04\u66f8\u306e\u539f\u6587\u3067\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\n3. **\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\n4. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u53f0\u5e33\u3068\u70b9\u691c\u7d50\u679c\u3092\u95b2\u89a7\u3067\u304d\u308b\u7bc4\u56f2\u3092\u3001\u8ca1\u52d9\u90e8\u9580\u30fb\u6cd5\u52d9\u90e8\u9580\u30fb\u7d4c\u55b6\u5c64\u306b\u9650\u5b9a\u3057\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u91d1\u878d\u6a5f\u95a2\u3078\u306e\u5831\u544a\u66f8\u306e\u63d0\u51fa\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u62b5\u89e6\u306e\u53ef\u80fd\u6027\u304c\u51fa\u305f\u3068\u304d\u306e\u9023\u7d61\u3082\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u81ea\u52d5\u901a\u77e5\u306f\u793e\u5185\u5411\u3051\u306b\u9650\u5b9a\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u8ca1\u52d9\u5236\u9650\u6761\u9805\u3078\u306e\u62b5\u89e6\u306e\u898b\u9003\u3057\u3067\u3059\u3002\u62b5\u89e6\u3059\u308b\u3068\u671f\u9650\u306e\u5229\u76ca\u3092\u55aa\u5931\u3057\u3001\u501f\u5165\u91d1\u306e\u4e00\u62ec\u8fd4\u6e08\u3092\u6c42\u3081\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**\u300c\u8a08\u7b97\u3067\u304d\u306a\u304b\u3063\u305f\u300d\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u6271\u308f\u306a\u3044\u8a2d\u8a08\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u306a\u5b89\u5168\u88c5\u7f6e\u3067\u3059\u3002**","recommended_for":"\u91d1\u878d\u6a5f\u95a2\u304b\u3089\u306e\u501f\u5165\u304c20\u672c\u4ee5\u4e0a\u3042\u308a\u3001\u30b7\u30f3\u30b8\u30b1\u30fc\u30c8\u30ed\u30fc\u30f3\u3084\u9577\u671f\u501f\u5165\u306b\u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4ed8\u3044\u3066\u3044\u308b\u4f01\u696d\u3002\u501f\u5165\u306e\u7ba1\u7406\u304c\u62c5\u5f53\u80051\u540d\u306eExcel\u306b\u96c6\u7d04\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u4eba\u4ee5\u5916\u304c\u6761\u4ef6\u3092\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u6c7a\u7b97\u767a\u8868\u306e\u305f\u3073\u306b\u3001\u30b3\u30d9\u30ca\u30f3\u30c4\u306b\u62b5\u89e6\u3057\u306a\u3044\u304b\u3092\u624b\u3067\u78ba\u304b\u3081\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u501f\u5165\u304c\u6570\u672c\u3067\u3001\u6761\u4ef6\u304c\u3059\u3079\u3066\u540c\u3058\u91d1\u878d\u6a5f\u95a2\u306e\u5b9a\u578b\u5951\u7d04\u3067\u3042\u308b\u5834\u5408\u3002\u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4e00\u5207\u4ed8\u3044\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u8ca1\u52d9\u7ba1\u7406\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u6e08\u307f\u3067\u3001\u6761\u4ef6\u306e\u7ba1\u7406\u6a5f\u80fd\u304c\u4f7f\u3048\u3066\u3044\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a3\u672c\u3067\u62bd\u51fa\u3092\u8a66\u3057\u3001\u79d1\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u8ca1\u52d9\u5236\u9650\u6761\u9805\u304c\u4ed8\u3044\u3066\u3044\u308b\u501f\u5165\u30923\u672c\u9078\u3073\u3001\u5951\u7d04\u66f8\u306e\u8a72\u5f53\u7ae0\u3092AI\u306b\u8aad\u307e\u305b\u307e\u3059\u3002**\u540c\u6642\u306b\u3001\u6761\u9805\u306b\u51fa\u3066\u304f\u308b\u8ca1\u52d9\u6307\u6a19\u304c\u8a66\u7b97\u8868\u306e\u3069\u306e\u79d1\u76ee\u306b\u5f53\u305f\u308b\u304b\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u306e2\u3064\u306e\u4f5c\u696d\u3092\u4e26\u884c\u3055\u305b\u308b\u3068\u3001\u62bd\u51fa\u7d50\u679c\u306e\u826f\u3057\u60aa\u3057\u304c\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\n\n**2\u301c3\u9031\u76ee\uff1a\u5168\u5951\u7d04\u306e\u53f0\u5e33\u5316**\n\n45\u672c\u306e\u5951\u7d04\u66f8\u304b\u3089\u6761\u4ef6\u3092\u62bd\u51fa\u3057\u3001\u62c5\u5f53\u8005\u3068\u6cd5\u52d9\u304c1\u6761\u305a\u3064\u7167\u5408\u3057\u3066\u53f0\u5e33\u3092\u78ba\u5b9a\u3057\u307e\u3059\u3002**\u3053\u3053\u306b2\u301c3\u65e5\u304b\u304b\u308a\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u3044\u4f5c\u696d\u3067\u3059\u304c\u3001\u4e00\u5ea6\u304d\u308a\u3067\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u6708\u6b21\u306e\u8a08\u7b97\u3092\u4f5c\u308b**\n\n\u53f0\u5e33\u3068\u8a66\u7b97\u8868\u304b\u3089\u4f59\u88d5\u5ea6\u3092\u8a08\u7b97\u3057\u3001\u4e00\u89a7\u3092\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002\u904e\u53bb12\u304b\u6708\u5206\u306e\u8a66\u7b97\u8868\u3067\u9061\u3063\u3066\u8a08\u7b97\u3057\u3001**\u63a8\u79fb\u304c\u6b63\u3057\u304f\u51fa\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u904e\u53bb\u306e\u5b9f\u969b\u306e\u5224\u65ad\u3068\u4e00\u81f4\u3059\u308c\u3070\u3001\u8a08\u7b97\u304c\u6b63\u3057\u3044\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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