{"id":9371,"date":"2026-09-08T17:05:33","date_gmt":"2026-09-08T08:05:33","guid":{"rendered":"https:\/\/debono.co.jp\/media\/?post_type=ai_usecase&#038;p=9371"},"modified":"2026-09-08T17:21:21","modified_gmt":"2026-09-08T08:21:21","slug":"contract-term-extract-ledger","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/contract-term-extract-ledger\/","title":{"rendered":"\u5951\u7d04\u66f8\u304b\u3089\u671f\u9650\u30fb\u81ea\u52d5\u66f4\u65b0\u30fb\u89e3\u7d04\u6761\u9805\u3092\u62bd\u51fa\u3057\u3066\u53f0\u5e33\u3092\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7de0\u7d50\u6e08\u307f\u306e\u5951\u7d04\u66f8PDF\u3092\u5165\u529b\u306b\u3001\u5951\u7d04\u671f\u9593\u3001\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u3068\u6761\u4ef6\u3001\u89e3\u7d04\u4e88\u544a\u671f\u9593\u3001\u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650\u3001\u5951\u7d04\u91d1\u984d\u3001\u652f\u6255\u6761\u4ef6\u3001\u7ba1\u8f44\u3092\u62bd\u51fa\u3057\u3001\u5951\u7d04\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u3068\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0016","platform_main":"Power Automate","publish_date":"","last_updated":"2026-09-08","tech_verified_date":"2026-09-02","trigger":"**SharePoint\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u306b\u6a19\u6e96\u30c8\u30ea\u30ac\u30fc\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u96fb\u5b50\u5951\u7d04\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u7de0\u7d50\u5b8c\u4e86\u306eWebhook\u3092\u8d77\u70b9\u306b\u3059\u308b\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002** \u62bc\u5370\u6e08\u307fPDF\u306e\u53d7\u3051\u6e21\u3057\u304c\u81ea\u52d5\u5316\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002\n\n\u306a\u304a\u3001**\u65e2\u5b58\u306e1,200\u4ef6\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u9014\u4e00\u62ec\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002** \u3053\u308c\u306f\u521d\u56de\u306e\u79fb\u884c\u4f5c\u696d\u3068\u3057\u3066\u3001\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u5168PDF\u3092\u9806\u6b21\u51e6\u7406\u3059\u308b\u30d0\u30c3\u30c1\u3092\u8d70\u3089\u305b\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5951\u7d04\u66f8PDF | \u5168\u6587\uff08\u5225\u7d19\u30fb\u899a\u66f8\u3092\u542b\u3080\uff09 | SharePoint |\n| \u5951\u7d04\u7a2e\u5225\u306e\u5b9a\u7fa9 | \u7a2e\u5225\u3054\u3068\u306b\u62bd\u51fa\u3059\u3079\u304d\u9805\u76ee | \u6cd5\u52d9\u304c\u6574\u5099 |\n| \u65e2\u5b58\u53f0\u5e33 | \u540c\u4e00\u76f8\u624b\u5148\u306e\u65e2\u5b58\u5951\u7d04\uff08\u66f4\u65b0\u306e\u5834\u5408\u306e\u7a81\u5408\u7528\uff09 | \u7ba1\u7406\u53f0\u5e33 |\n| \u76f8\u624b\u5148\u30de\u30b9\u30bf | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3068\u6b63\u5f0f\u540d\u79f0 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |","data_source":"**\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\uff1a** \u62bc\u5370\u6e08\u307f\u5951\u7d04\u66f8\u306f\u3001\u96fb\u5b50\u5951\u7d04\u306a\u3089\u30c6\u30ad\u30b9\u30c8PDF\u3001\u7d19\u306e\u5951\u7d04\u66f8\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\u306a\u3089\u753b\u50cfPDF\u3067\u3059\u3002**\u4e21\u65b9\u304c\u6df7\u5728\u3057\u307e\u3059\u3002** \u753b\u50cfPDF\u306fOCR\u304c\u5fc5\u8981\u3067\u3059\u3002\n\n**\u5225\u7d19\u30fb\u899a\u66f8\u306e\u6271\u3044\u304c\u5384\u4ecb\u3067\u3059\u3002** \u5951\u7d04\u671f\u9593\u304c\u672c\u4f53\u3067\u306f\u306a\u304f\u300c\u899a\u66f8\u300d\u3067\u5909\u66f4\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u540c\u4e00\u5951\u7d04\u306b\u7d10\u3065\u304f\u6587\u66f8\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u898f\u5247\u3001\u307e\u305f\u306f\u30d5\u30a9\u30eb\u30c0\u69cb\u6210\u3067\u7d10\u3065\u3051\u307e\u3059\u3002\n\n**\u5951\u7d04\u7a2e\u5225\u306e\u5224\u5b9a\uff1a** \u5951\u7d04\u66f8\u306e\u30bf\u30a4\u30c8\u30eb\uff08\u300c\u696d\u52d9\u59d4\u8a17\u5951\u7d04\u66f8\u300d\u306a\u3069\uff09\u304b\u3089\u5224\u5b9a\u3057\u307e\u3059\u3002\u30bf\u30a4\u30c8\u30eb\u3060\u3051\u3067\u5224\u5b9a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u672c\u6587\u306e\u5185\u5bb9\u3082\u898b\u307e\u3059\u3002","preprocessing":"1. **\u30c6\u30ad\u30b9\u30c8PDF\u3068\u753b\u50cfPDF\u306e\u632f\u308a\u5206\u3051** \u2026 \u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3001\u53d6\u308c\u306a\u3051\u308c\u3070OCR\u306b\u56de\u3057\u307e\u3059\n2. **\u5225\u7d19\u30fb\u899a\u66f8\u306e\u7d10\u3065\u3051** \u2026 \u540c\u4e00\u5951\u7d04\u306e\u95a2\u9023\u6587\u66f8\u3092\u307e\u3068\u3081\u307e\u3059\n3. **\u6761\u9805\u306e\u5206\u5272** \u2026 \u300c\u7b2c\u25ef\u6761\u300d\u306e\u5358\u4f4d\u3067\u5206\u3051\u307e\u3059\n4. **\u76f8\u624b\u5148\u540d\u306e\u540d\u5bc4\u305b** \u2026 \u5951\u7d04\u66f8\u4e0a\u306e\u793e\u540d\u3068\u3001\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u3092\u7a81\u304d\u5408\u308f\u305b\u307e\u3059","ai_processing":"**\u62bd\u51fa\u306e\u307f\u3067\u3059\u3002\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u62bd\u51fa\u9805\u76ee | \u5185\u5bb9 |\n|:--|:--|\n| \u5951\u7d04\u7de0\u7d50\u65e5 | |\n| \u5951\u7d04\u671f\u9593 | \u958b\u59cb\u65e5\u3068\u6e80\u4e86\u65e5 |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121 | \u3042\u308a\uff0f\u306a\u3057\uff0f\u8a18\u8f09\u306a\u3057 |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u6761\u4ef6 | \u4f55\u3082\u3057\u306a\u3051\u308c\u3070\u66f4\u65b0\u304b\u3001\u53cc\u65b9\u306e\u5408\u610f\u304c\u5fc5\u8981\u304b |\n| \u66f4\u65b0\u671f\u9593 | 1\u5e74\u3054\u3068\u3001\u306a\u3069 |\n| \u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650 | \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u307e\u3067\u300d\u306a\u3069\u306e\u8a18\u8ff0 |\n| \u901a\u77e5\u306e\u65b9\u6cd5 | \u66f8\u9762\uff0f\u96fb\u5b50\u30e1\u30fc\u30eb\u53ef \u306a\u3069 |\n| \u4e2d\u9014\u89e3\u7d04\u306e\u53ef\u5426 | \u53ef\u5426\u3068\u4e88\u544a\u671f\u9593 |\n| \u5951\u7d04\u91d1\u984d | \u6708\u984d\uff0f\u5e74\u984d\uff0f\u7dcf\u984d |\n| \u652f\u6255\u6761\u4ef6 | \u7de0\u65e5\u30fb\u652f\u6255\u65e5 |\n| \u7ba1\u8f44\u88c1\u5224\u6240 | |\n| \u53cd\u793e\u6761\u9805\u306e\u6709\u7121 | |\n| \u79d8\u5bc6\u4fdd\u6301\u6761\u9805\u306e\u6709\u7121\u3068\u5b58\u7d9a\u671f\u9593 | |\n\n**\u65e5\u4ed8\u306e\u8a08\u7b97\uff08\u901a\u77e5\u671f\u9650\u306e\u9006\u7b97\uff09\u306f\u3001\u62bd\u51fa\u3057\u305f\u8a18\u8ff0\u3092\u3082\u3068\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u300d\u3092\u300c2026\u5e7412\u670831\u65e5\u300d\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u306f\u3001\u66a6\u306e\u8a08\u7b97\u3067\u3059\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u3001\u6708\u672b\u306e\u6271\u3044\u3084\u8d77\u7b97\u65e5\u306e\u89e3\u91c8\u3067\u305a\u308c\u307e\u3059\u3002**\u5951\u7d04\u306e\u671f\u9650\u7ba1\u7406\u3067\u305a\u308c\u306f\u8a31\u3055\u308c\u307e\u305b\u3093\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5951\u7d04\u7ba1\u7406\u53f0\u5e33\u3092\u4f5c\u6210\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u5951\u7d04\u66f8\u304b\u3089\u3001\u6307\u5b9a\u3055\u308c\u305f\u9805\u76ee\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u300d\u306e\u3088\u3046\u306a\u8a18\u8ff0\u306f\u3001\u305d\u306e\u307e\u307e\u539f\u6587\u306e\u8868\u73fe\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5177\u4f53\u7684\u306a\u65e5\u4ed8\u306b\u5909\u63db\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u66f8\u306b\u8a18\u8f09\u304c\u306a\u3044\u9805\u76ee\u306f \"\u8a18\u8f09\u306a\u3057\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u6163\u884c\u3084\u4ed6\u306e\u5951\u7d04\u66f8\u306e\u5185\u5bb9\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \uff08\u4f8b\uff1a\u81ea\u52d5\u66f4\u65b0\u306e\u5b9a\u3081\u304c\u306a\u3044\u5951\u7d04\u306b\u300c\u901a\u5e381\u5e74\u66f4\u65b0\u300d\u3068\u66f8\u304b\u306a\u3044\uff09\n- \u5404\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u6839\u62e0\u3068\u306a\u308b\u6761\u9805\u756a\u53f7\u3068\u539f\u6587\u3092\u5fc5\u305a\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u793a\u305b\u306a\u3044\u9805\u76ee\u306f \"\u8a18\u8f09\u306a\u3057\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5225\u7d19\u30fb\u899a\u66f8\u3067\u672c\u4f53\u306e\u6761\u4ef6\u304c\u5909\u66f4\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\n  \u5909\u66f4\u5f8c\u306e\u5185\u5bb9\u3092\u63a1\u7528\u3057\u3001amendments \u306b\u5909\u66f4\u306e\u7d4c\u7def\u3092\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u5951\u7d04\u66f8\u306e\u8a18\u8f09\u3069\u304a\u308a\u306b\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7a0e\u629c\u30fb\u7a0e\u8fbc\u306e\u5225\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u305d\u308c\u3082\u8a18\u8f09\u3057\u3001\n  \u660e\u8a18\u304c\u306a\u3044\u5834\u5408\u306f \"\u4e0d\u660e\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306e\u89e3\u91c8\u3084\u3001\u6709\u5229\u4e0d\u5229\u306e\u8a55\u4fa1\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5951\u7d04\u7a2e\u5225\u3011{contract_type}\n\n\u3010\u5951\u7d04\u66f8\u672c\u6587\uff08\u6761\u6587\u5358\u4f4d\uff09\u3011\n{contract_text}\n\n\u3010\u5225\u7d19\u30fb\u899a\u66f8\u3011\n{amendments}\n```\n\n**\u300c\u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u671f\u9650\u7ba1\u7406\u306e\u76ee\u7684\u306f\u3001\u901a\u77e5\u671f\u9650\u30921\u65e5\u3082\u9593\u9055\u3048\u306a\u3044\u3053\u3068\u3067\u3059\u3002LLM\u306b\u66a6\u8a08\u7b97\u3092\u3055\u305b\u308b\u7406\u7531\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u300c\u8a18\u8f09\u304c\u306a\u3044\u9805\u76ee\u3092\u6163\u884c\u3067\u88dc\u308f\u306a\u3044\u300d\u3082\u540c\u69d8\u3067\u3059\u3002** \u81ea\u52d5\u66f4\u65b0\u306e\u5b9a\u3081\u304c\u306a\u3044\u5951\u7d04\u306b\u300c\u901a\u5e381\u5e74\u66f4\u65b0\u300d\u3068\u66f8\u304b\u308c\u308b\u3068\u3001\u53f0\u5e33\u3092\u898b\u305f\u4eba\u306f\u81ea\u52d5\u66f4\u65b0\u304c\u3042\u308b\u3068\u8aa4\u89e3\u3057\u307e\u3059\u3002","output_data":"```json\n{\n  \"contract_type\": \"\",\n  \"counterparty\": \"\",\n  \"execution_date\": \"\",\n  \"term_start\": \"\",\n  \"term_end\": \"\",\n  \"auto_renewal\": \"\u3042\u308a | \u306a\u3057 | \u8a18\u8f09\u306a\u3057\",\n  \"auto_renewal_condition\": \"\",\n  \"renewal_period\": \"\",\n  \"non_renewal_notice\": {\n    \"raw_text\": \"\u6e80\u4e86\u306e3\u304b\u6708\u524d\u307e\u3067\u306b\u66f8\u9762\u306b\u3088\u308a\",\n    \"period_value\": 3,\n    \"period_unit\": \"\u6708\",\n    \"method\": \"\u66f8\u9762\",\n    \"clause\": \"\u7b2c3\u6761\u7b2c2\u9805\"\n  },\n  \"termination\": { \"allowed\": true, \"notice_raw\": \"\", \"clause\": \"\" },\n  \"amount\": { \"value\": 0, \"unit\": \"\u6708\u984d | \u5e74\u984d | \u7dcf\u984d\", \"tax\": \"\u7a0e\u629c | \u7a0e\u8fbc | \u4e0d\u660e\" },\n  \"payment_terms\": \"\",\n  \"jurisdiction\": \"\",\n  \"has_antisocial_clause\": true,\n  \"confidentiality\": { \"exists\": true, \"survival_raw\": \"\" },\n  \"amendments\": [],\n  \"citations\": [\n    { \"field\": \"\", \"clause\": \"\", \"quote\": \"\" }\n  ],\n  \"not_found\": []\n}\n```\n\n`non_renewal_notice` \u3092 `raw_text` \u3068 `period_value` \/ `period_unit` \u306b\u5206\u3051\u3066\u3044\u308b\u70b9\u304c\u8981\u70b9\u3067\u3059\u3002**AI\u306f\u539f\u6587\u3068\u3001\u305d\u3053\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6570\u5024\u30fb\u5358\u4f4d\u307e\u3067\u3092\u8fd4\u3057\u3001\u5b9f\u969b\u306e\u65e5\u4ed8\u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `term_end` \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u884c\u3044\u307e\u3059\u3002**","integration_systems":"**\u53f0\u5e33\u3078\u306e\u767b\u9332\uff1a** SharePoint\u30ea\u30b9\u30c8\u307e\u305f\u306f\u5951\u7d04\u7ba1\u7406SaaS\u3078\u767b\u9332\u3057\u307e\u3059\u3002Excel\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3082\u3001**\u671f\u9650\u76e3\u8996\u3092\u81ea\u52d5\u5316\u3059\u308b\u306b\u306f\u3001SharePoint\u30ea\u30b9\u30c8\u306a\u3069\u6a5f\u68b0\u304c\u8aad\u3081\u308b\u5f62\u306b\u79fb\u3059\u3053\u3068\u3092\u52e7\u3081\u307e\u3059\u3002**\n\n**\u671f\u9650\u76e3\u8996\uff1a** \u65e5\u6b21\u3067\u53f0\u5e33\u3092\u78ba\u8a8d\u3057\u3001\u901a\u77e5\u671f\u9650\u306e90\u65e5\u524d\u30fb30\u65e5\u524d\u306b\u8a72\u5f53\u3059\u308b\u5951\u7d04\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u306e\u4e3b\u7ba1\u90e8\u9580\u3068\u6cd5\u52d9\u3078\u901a\u77e5\u3057\u307e\u3059\u3002\n\n**\u901a\u77e5\u5148\u3092\u300c\u6cd5\u52d9\u300d\u3060\u3051\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f4\u65b0\u3059\u308b\u304b\u5426\u304b\u306e\u5224\u65ad\u306f\u3001\u305d\u306e\u5951\u7d04\u3092\u4f7f\u3063\u3066\u3044\u308b\u4e8b\u696d\u90e8\u9580\u304c\u884c\u3044\u307e\u3059\u3002\u6cd5\u52d9\u3060\u3051\u306b\u901a\u77e5\u3057\u3066\u3082\u3001\u4e8b\u696d\u90e8\u9580\u3078\u306e\u78ba\u8a8d\u3067\u6642\u9593\u304c\u904e\u304e\u307e\u3059\u3002**\u53f0\u5e33\u306b\u300c\u4e3b\u7ba1\u90e8\u9580\u300d\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u3001\u305d\u3053\u3078\u901a\u77e5\u3057\u307e\u3059\u3002**","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u627f\u8a8d\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u53f0\u5e33\u306e\u8aa4\u308a\u304c\u671f\u9650\u306e\u5931\u5ff5\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u7279\u306b\u6b21\u306e3\u9805\u76ee\u306f\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3059\u3002\n\n1. **`term_end`\uff08\u6e80\u4e86\u65e5\uff09** \u2026 \u3053\u308c\u3092\u8aa4\u308b\u3068\u3001\u901a\u77e5\u671f\u9650\u304c\u5168\u90e8\u305a\u308c\u307e\u3059\n2. **`auto_renewal`\uff08\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\uff09** \u2026 \u300c\u306a\u3057\u300d\u3092\u300c\u3042\u308a\u300d\u3068\u8aa4\u308b\u3068\u3001\u66f4\u65b0\u3055\u308c\u308b\u3068\u601d\u3063\u3066\u653e\u7f6e\u3057\u307e\u3059\u3002\u9006\u3082\u540c\u69d8\u306b\u5371\u967a\u3067\u3059\n3. **`non_renewal_notice`\uff08\u901a\u77e5\u671f\u9650\u306e\u8a18\u8ff0\uff09** \u2026 \u539f\u6587\u3068\u7167\u5408\u3057\u307e\u3059\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3001**PDF\u306e\u8a72\u5f53\u7b87\u6240\u3092\u30cf\u30a4\u30e9\u30a4\u30c8\u3057\u3066\u3001\u62bd\u51fa\u7d50\u679c\u3068\u4e26\u3079\u3066\u8868\u793a\u3059\u308b\u753b\u9762**\u3092\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u304c\u306a\u3044\u3068\u3001\u78ba\u8a8d\u306b15\u5206\u304b\u304b\u308a\u3001\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3PDF\u306e\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | OCR\u306b\u56de\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u304c\u5165\u529b\u3059\u308b\u3002**\u8aad\u3081\u305f\u4f53\u3067\u51e6\u7406\u3057\u306a\u3044** |\n| \u5951\u7d04\u671f\u9593\u306e\u5b9a\u3081\u304c\u306a\u3044\uff08\u671f\u9650\u306e\u5b9a\u3081\u306e\u306a\u3044\u5951\u7d04\uff09 | `term_end` \u3092\u7a7a\u306b\u3057\u3001`not_found` \u306b\u8a18\u8f09\u3059\u308b\u3002\u671f\u9650\u76e3\u8996\u306e\u5bfe\u8c61\u5916\u3068\u3059\u308b |\n| \u899a\u66f8\u3067\u671f\u9593\u304c\u5909\u66f4\u3055\u308c\u3066\u3044\u308b | \u5909\u66f4\u5f8c\u3092\u63a1\u7528\u3057\u3001`amendments` \u306b\u7d4c\u7def\u3092\u8a18\u8f09\u3059\u308b\u3002**\u672c\u4f53\u3060\u3051\u3092\u898b\u3066\u53f0\u5e33\u3092\u4f5c\u3089\u306a\u3044** |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u8a18\u8ff0\u304c\u66d6\u6627 | \u539f\u6587\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3001`not_found` \u3067\u306f\u306a\u304f\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3057\u3066\u4eba\u306b\u56de\u3059 |\n| \u300c3\u304b\u6708\u524d\u300d\u306e\u8d77\u7b97\u65e5\u304c\u4e0d\u660e\u78ba | \u539f\u6587\u3092\u8fd4\u3059\u3002**\u4fdd\u5b88\u7684\u306b\uff08\u65e9\u3044\u307b\u3046\u306b\uff09\u89e3\u91c8\u3059\u308b\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u304f** |\n| \u76f8\u624b\u5148\u540d\u304c\u30de\u30b9\u30bf\u306b\u306a\u3044 | \u53f0\u5e33\u306b\u306f\u5951\u7d04\u66f8\u4e0a\u306e\u540d\u79f0\u3067\u767b\u9332\u3057\u3001\u30de\u30b9\u30bf\u7a81\u5408\u306f\u4eba\u304c\u884c\u3046 |\n| \u540c\u3058\u5951\u7d04\u304c\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b | \u76f8\u624b\u5148\uff0b\u7de0\u7d50\u65e5\uff0b\u5951\u7d04\u7a2e\u5225\u3067\u91cd\u8907\u30c1\u30a7\u30c3\u30af\u3059\u308b |\n| \u5951\u7d04\u66f8\u4ee5\u5916\u306e\u30d5\u30a1\u30a4\u30eb\uff08\u898b\u7a4d\u66f8\u7b49\uff09 | \u66f8\u985e\u7a2e\u5225\u3092\u5224\u5b9a\u3057\u3001\u5bfe\u8c61\u5916\u306a\u3089\u901a\u77e5\u3059\u308b |\n| \u82f1\u6587\u5951\u7d04\u66f8 | \u62bd\u51fa\u9805\u76ee\u306f\u540c\u3058\u3060\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u82f1\u6587\u7528\u306b\u7528\u610f\u3059\u308b\u3002\u7ba1\u8f44\u304c\u5916\u56fd\u6cd5\u306e\u5834\u5408\u306f\u6ce8\u8a18\u3059\u308b |","log_storage":"- \u5951\u7d04\u66f8PDF\uff08\u539f\u672c\uff09\n- AI\u306e\u62bd\u51fa\u7d50\u679c\u3068 `citations`\n- \u627f\u8a8d\u8005\u3068\u627f\u8a8d\u65e5\u6642\n- **\u4eba\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee**\n- \u671f\u9650\u901a\u77e5\u306e\u9001\u4fe1\u5c65\u6b74\n\n**\u671f\u9650\u901a\u77e5\u306e\u9001\u4fe1\u5c65\u6b74\u3092\u6b8b\u3059\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002** \u300c\u901a\u77e5\u3057\u305f\u304c\u4e8b\u696d\u90e8\u9580\u304c\u5bfe\u5fdc\u3057\u306a\u304b\u3063\u305f\u300d\u306e\u304b\u300c\u901a\u77e5\u81ea\u4f53\u304c\u98db\u3093\u3067\u3044\u306a\u304b\u3063\u305f\u300d\u306e\u304b\u3092\u3001\u5f8c\u304b\u3089\u533a\u5225\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5c0f","cost_level_label":"SaaS\u8ffd\u52a0","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":25,"after_minutes_per_case":8,"hourly_cost":4500,"before_hours_month":50,"after_hours_month":16,"saved_hours_month":34,"reduction_rate":68,"saved_hours_year":408,"annual_cost_effect":1836000,"summary":"\u7de0\u7d50\u6e08\u307f\u306e\u5951\u7d04\u66f8PDF\u3092\u5165\u529b\u306b\u3001\u5951\u7d04\u671f\u9593\u3001\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u3068\u6761\u4ef6\u3001\u89e3\u7d04\u4e88\u544a\u671f\u9593\u3001\u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650\u3001\u5951\u7d04\u91d1\u984d\u3001\u652f\u6255\u6761\u4ef6\u3001\u7ba1\u8f44\u3092\u62bd\u51fa\u3057\u3001\u5951\u7d04\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u3068\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002","before_flow":"1. \u5951\u7d04\u304c\u7de0\u7d50\u3055\u308c\u3001\u62bc\u5370\u6e08\u307f\u306ePDF\u304c\u6cd5\u52d9\u306b\u56de\u3063\u3066\u304f\u308b\n2. \u6cd5\u52d9\u62c5\u5f53\u304cPDF\u3092\u958b\u304f\n3. \u5951\u7d04\u671f\u9593\u3001\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u3001\u89e3\u7d04\u4e88\u544a\u671f\u9593\u3092\u63a2\u3057\u3066\u8aad\u3080\n4. \u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650\u3092\u624b\u3067\u8a08\u7b97\u3059\u308b\n5. Excel\u306e\u7ba1\u7406\u53f0\u5e33\u306b\u300120\u9805\u76ee\u307b\u3069\u3092\u6253\u3061\u8fbc\u3080\n6. PDF\u3092SharePoint\u306e\u5951\u7d04\u7a2e\u5225\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n7. \u6708\u521d\u306b\u53f0\u5e33\u3092\u958b\u304d\u3001\u671f\u9650\u304c\u8fd1\u3044\u5951\u7d04\u3092\u76ee\u3067\u63a2\u3059\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u6761\u9805\u306e\u5834\u6240\u304c\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u3002** \u81ea\u52d5\u66f4\u65b0\u306e\u5b9a\u3081\u304c\u300c\u7b2c3\u6761\uff08\u6709\u52b9\u671f\u9593\uff09\u300d\u306b\u3042\u308b\u3053\u3068\u3082\u3001\u672b\u5c3e\u306e\u300c\u7b2c20\u6761\uff08\u305d\u306e\u4ed6\uff09\u300d\u306b\u3042\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u901a\u77e5\u671f\u9650\u306e\u8a08\u7b97\u3092\u9593\u9055\u3048\u308b\u3002** \u300c3\u304b\u6708\u524d\u300d\u304c\u66a6\u6708\u306a\u306e\u304b\u65e5\u6570\u306a\u306e\u304b\u3001\u8d77\u7b97\u65e5\u306f\u6e80\u4e86\u65e5\u306a\u306e\u304b\u524d\u65e5\u306a\u306e\u304b\u3067\u3001\u6570\u65e5\u305a\u308c\u307e\u3059\u3002\u6570\u65e5\u306e\u305a\u308c\u304c\u3001\u901a\u77e5\u671f\u9650\u3092\u904e\u304e\u308b\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u53f0\u5e33\u304c\u6700\u65b0\u3067\u306a\u3044\u3002** 1,200\u4ef6\u306e\u3046\u3061\u3001\u76f4\u8fd1\u3067\u66f4\u65b0\u3055\u308c\u305f\u5951\u7d04\u304c\u53f0\u5e33\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53f0\u5e33\u3092\u4fe1\u3058\u3066\u671f\u9650\u7ba1\u7406\u3092\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u308c\u304c\u6700\u3082\u5371\u967a\u3067\u3059**\n\n**\uff08d\uff09\u671f\u9650\u3092\u76ee\u3067\u63a2\u3057\u3066\u3044\u308b\u3002** \u6708\u521d\u306bExcel\u3092\u958b\u3044\u3066\u3001\u671f\u9650\u306e\u8fd1\u3044\u5951\u7d04\u3092\u63a2\u3057\u3066\u3044\u307e\u3059\u3002\u5fd9\u3057\u3044\u6708\u306f\u898b\u843d\u3068\u3057\u307e\u3059\u3002","before_flow_steps":["\u5951\u7d04\u304c\u7de0\u7d50\u3055\u308c\u3001\u62bc\u5370\u6e08\u307f\u306ePDF\u304c\u6cd5\u52d9\u306b\u56de\u3063\u3066\u304f\u308b","\u6cd5\u52d9\u62c5\u5f53\u304cPDF\u3092\u958b\u304f","\u5951\u7d04\u671f\u9593\u3001\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u3001\u89e3\u7d04\u4e88\u544a\u671f\u9593\u3092\u63a2\u3057\u3066\u8aad\u3080","\u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650\u3092\u624b\u3067\u8a08\u7b97\u3059\u308b","Excel\u306e\u7ba1\u7406\u53f0\u5e33\u306b\u300120\u9805\u76ee\u307b\u3069\u3092\u6253\u3061\u8fbc\u3080","PDF\u3092SharePoint\u306e\u5951\u7d04\u7a2e\u5225\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u6708\u521d\u306b\u53f0\u5e33\u3092\u958b\u304d\u3001\u671f\u9650\u304c\u8fd1\u3044\u5951\u7d04\u3092\u76ee\u3067\u63a2\u3059"],"after_flow":"1. 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\u25bc\nLLM API \u2500\u2500 \u6761\u9805\u306e\u62bd\u51fa\uff08\u671f\u9593 \/ \u81ea\u52d5\u66f4\u65b0 \/ \u89e3\u7d04\u4e88\u544a \/ \u91d1\u984d \/ \u7ba1\u8f44\uff09\n   \u2502\n   \u25bc\n\u901a\u77e5\u671f\u9650\u306e\u8a08\u7b97\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\n   \u2502\n   \u25bc\n\u78ba\u8a8d\u753b\u9762\uff08PDF\u3068\u62bd\u51fa\u7d50\u679c\u3092\u4e26\u3079\u308b\uff09\u2500\u2500\u3010\u6cd5\u52d9\u304c\u627f\u8a8d\u3011\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u5951\u7d04\u7ba1\u7406\u53f0\u5e33\uff08SharePoint\u30ea\u30b9\u30c8 \/ Excel \/ \u5951\u7d04\u7ba1\u7406SaaS\uff09\n   \u2514\u2500\u2500\u25b6 \u671f\u9650\u76e3\u8996\uff0890\u65e5\u524d\u30fb30\u65e5\u524d\u306b\u901a\u77e5\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u4fdd\u7ba1 | SharePoint | Box\u3001Google Drive\u3001\u5951\u7d04\u7ba1\u7406SaaS |\n| OCR | Azure AI Document Intelligence | Google Document AI\u3001AWS Textract |\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Power Automate | Make\u3001n8n\u3001Python |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u53f0\u5e33 | SharePoint\u30ea\u30b9\u30c8 | Excel\u3001kintone\u3001\u5951\u7d04\u7ba1\u7406SaaS |\n| \u901a\u77e5 | Microsoft Teams \/ Outlook | Slack\u3001\u30e1\u30fc\u30eb |\n\n**\u5951\u7d04\u7ba1\u7406SaaS\uff08\u96fb\u5b50\u5951\u7d04\u30b5\u30fc\u30d3\u30b9\u306b\u4ed8\u968f\u3059\u308b\u3082\u306e\u3092\u542b\u3080\uff09\u306b\u3001AI\u62bd\u51fa\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u3044\u308b\u88fd\u54c1\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u305d\u308c\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u671f\u9650\u901a\u77e5\u306e\u6a5f\u80fd\u3082\u6a19\u6e96\u3067\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u65e2\u5b58\u306e\u53f0\u5e33\u8cc7\u7523\u304c\u5927\u304d\u304f\u79fb\u884c\u304c\u96e3\u3057\u3044\u5834\u5408\u3084\u3001\u72ec\u81ea\u306e\u7ba1\u7406\u9805\u76ee\u304c\u3042\u308b\u5834\u5408\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**SharePoint\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u306b\u6a19\u6e96\u30c8\u30ea\u30ac\u30fc\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u96fb\u5b50\u5951\u7d04\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u7de0\u7d50\u5b8c\u4e86\u306eWebhook\u3092\u8d77\u70b9\u306b\u3059\u308b\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002** \u62bc\u5370\u6e08\u307fPDF\u306e\u53d7\u3051\u6e21\u3057\u304c\u81ea\u52d5\u5316\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002\n\n\u306a\u304a\u3001**\u65e2\u5b58\u306e1,200\u4ef6\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u9014\u4e00\u62ec\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002** \u3053\u308c\u306f\u521d\u56de\u306e\u79fb\u884c\u4f5c\u696d\u3068\u3057\u3066\u3001\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u5168PDF\u3092\u9806\u6b21\u51e6\u7406\u3059\u308b\u30d0\u30c3\u30c1\u3092\u8d70\u3089\u305b\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5951\u7d04\u66f8PDF | \u5168\u6587\uff08\u5225\u7d19\u30fb\u899a\u66f8\u3092\u542b\u3080\uff09 | SharePoint |\n| \u5951\u7d04\u7a2e\u5225\u306e\u5b9a\u7fa9 | \u7a2e\u5225\u3054\u3068\u306b\u62bd\u51fa\u3059\u3079\u304d\u9805\u76ee | \u6cd5\u52d9\u304c\u6574\u5099 |\n| \u65e2\u5b58\u53f0\u5e33 | \u540c\u4e00\u76f8\u624b\u5148\u306e\u65e2\u5b58\u5951\u7d04\uff08\u66f4\u65b0\u306e\u5834\u5408\u306e\u7a81\u5408\u7528\uff09 | \u7ba1\u7406\u53f0\u5e33 |\n| \u76f8\u624b\u5148\u30de\u30b9\u30bf | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3068\u6b63\u5f0f\u540d\u79f0 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\uff1a** \u62bc\u5370\u6e08\u307f\u5951\u7d04\u66f8\u306f\u3001\u96fb\u5b50\u5951\u7d04\u306a\u3089\u30c6\u30ad\u30b9\u30c8PDF\u3001\u7d19\u306e\u5951\u7d04\u66f8\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\u306a\u3089\u753b\u50cfPDF\u3067\u3059\u3002**\u4e21\u65b9\u304c\u6df7\u5728\u3057\u307e\u3059\u3002** \u753b\u50cfPDF\u306fOCR\u304c\u5fc5\u8981\u3067\u3059\u3002\n\n**\u5225\u7d19\u30fb\u899a\u66f8\u306e\u6271\u3044\u304c\u5384\u4ecb\u3067\u3059\u3002** \u5951\u7d04\u671f\u9593\u304c\u672c\u4f53\u3067\u306f\u306a\u304f\u300c\u899a\u66f8\u300d\u3067\u5909\u66f4\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u540c\u4e00\u5951\u7d04\u306b\u7d10\u3065\u304f\u6587\u66f8\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u898f\u5247\u3001\u307e\u305f\u306f\u30d5\u30a9\u30eb\u30c0\u69cb\u6210\u3067\u7d10\u3065\u3051\u307e\u3059\u3002\n\n**\u5951\u7d04\u7a2e\u5225\u306e\u5224\u5b9a\uff1a** \u5951\u7d04\u66f8\u306e\u30bf\u30a4\u30c8\u30eb\uff08\u300c\u696d\u52d9\u59d4\u8a17\u5951\u7d04\u66f8\u300d\u306a\u3069\uff09\u304b\u3089\u5224\u5b9a\u3057\u307e\u3059\u3002\u30bf\u30a4\u30c8\u30eb\u3060\u3051\u3067\u5224\u5b9a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u672c\u6587\u306e\u5185\u5bb9\u3082\u898b\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30c6\u30ad\u30b9\u30c8PDF\u3068\u753b\u50cfPDF\u306e\u632f\u308a\u5206\u3051** \u2026 \u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3001\u53d6\u308c\u306a\u3051\u308c\u3070OCR\u306b\u56de\u3057\u307e\u3059\n2. **\u5225\u7d19\u30fb\u899a\u66f8\u306e\u7d10\u3065\u3051** \u2026 \u540c\u4e00\u5951\u7d04\u306e\u95a2\u9023\u6587\u66f8\u3092\u307e\u3068\u3081\u307e\u3059\n3. **\u6761\u9805\u306e\u5206\u5272** \u2026 \u300c\u7b2c\u25ef\u6761\u300d\u306e\u5358\u4f4d\u3067\u5206\u3051\u307e\u3059\n4. **\u76f8\u624b\u5148\u540d\u306e\u540d\u5bc4\u305b** \u2026 \u5951\u7d04\u66f8\u4e0a\u306e\u793e\u540d\u3068\u3001\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u3092\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u62bd\u51fa\u306e\u307f\u3067\u3059\u3002\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u62bd\u51fa\u9805\u76ee | \u5185\u5bb9 |\n|:--|:--|\n| \u5951\u7d04\u7de0\u7d50\u65e5 | |\n| \u5951\u7d04\u671f\u9593 | \u958b\u59cb\u65e5\u3068\u6e80\u4e86\u65e5 |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121 | \u3042\u308a\uff0f\u306a\u3057\uff0f\u8a18\u8f09\u306a\u3057 |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u6761\u4ef6 | \u4f55\u3082\u3057\u306a\u3051\u308c\u3070\u66f4\u65b0\u304b\u3001\u53cc\u65b9\u306e\u5408\u610f\u304c\u5fc5\u8981\u304b |\n| \u66f4\u65b0\u671f\u9593 | 1\u5e74\u3054\u3068\u3001\u306a\u3069 |\n| \u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u671f\u9650 | \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u307e\u3067\u300d\u306a\u3069\u306e\u8a18\u8ff0 |\n| \u901a\u77e5\u306e\u65b9\u6cd5 | \u66f8\u9762\uff0f\u96fb\u5b50\u30e1\u30fc\u30eb\u53ef \u306a\u3069 |\n| \u4e2d\u9014\u89e3\u7d04\u306e\u53ef\u5426 | \u53ef\u5426\u3068\u4e88\u544a\u671f\u9593 |\n| \u5951\u7d04\u91d1\u984d | \u6708\u984d\uff0f\u5e74\u984d\uff0f\u7dcf\u984d |\n| \u652f\u6255\u6761\u4ef6 | \u7de0\u65e5\u30fb\u652f\u6255\u65e5 |\n| \u7ba1\u8f44\u88c1\u5224\u6240 | |\n| \u53cd\u793e\u6761\u9805\u306e\u6709\u7121 | |\n| \u79d8\u5bc6\u4fdd\u6301\u6761\u9805\u306e\u6709\u7121\u3068\u5b58\u7d9a\u671f\u9593 | |\n\n**\u65e5\u4ed8\u306e\u8a08\u7b97\uff08\u901a\u77e5\u671f\u9650\u306e\u9006\u7b97\uff09\u306f\u3001\u62bd\u51fa\u3057\u305f\u8a18\u8ff0\u3092\u3082\u3068\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u300d\u3092\u300c2026\u5e7412\u670831\u65e5\u300d\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u306f\u3001\u66a6\u306e\u8a08\u7b97\u3067\u3059\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u3001\u6708\u672b\u306e\u6271\u3044\u3084\u8d77\u7b97\u65e5\u306e\u89e3\u91c8\u3067\u305a\u308c\u307e\u3059\u3002**\u5951\u7d04\u306e\u671f\u9650\u7ba1\u7406\u3067\u305a\u308c\u306f\u8a31\u3055\u308c\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\u5951\u7d04\u7ba1\u7406\u53f0\u5e33\u3092\u4f5c\u6210\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u5951\u7d04\u66f8\u304b\u3089\u3001\u6307\u5b9a\u3055\u308c\u305f\u9805\u76ee\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u6e80\u4e86\u306e3\u304b\u6708\u524d\u300d\u306e\u3088\u3046\u306a\u8a18\u8ff0\u306f\u3001\u305d\u306e\u307e\u307e\u539f\u6587\u306e\u8868\u73fe\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5177\u4f53\u7684\u306a\u65e5\u4ed8\u306b\u5909\u63db\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u66f8\u306b\u8a18\u8f09\u304c\u306a\u3044\u9805\u76ee\u306f \"\u8a18\u8f09\u306a\u3057\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u6163\u884c\u3084\u4ed6\u306e\u5951\u7d04\u66f8\u306e\u5185\u5bb9\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \uff08\u4f8b\uff1a\u81ea\u52d5\u66f4\u65b0\u306e\u5b9a\u3081\u304c\u306a\u3044\u5951\u7d04\u306b\u300c\u901a\u5e381\u5e74\u66f4\u65b0\u300d\u3068\u66f8\u304b\u306a\u3044\uff09\n- \u5404\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u6839\u62e0\u3068\u306a\u308b\u6761\u9805\u756a\u53f7\u3068\u539f\u6587\u3092\u5fc5\u305a\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u793a\u305b\u306a\u3044\u9805\u76ee\u306f \"\u8a18\u8f09\u306a\u3057\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5225\u7d19\u30fb\u899a\u66f8\u3067\u672c\u4f53\u306e\u6761\u4ef6\u304c\u5909\u66f4\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\n  \u5909\u66f4\u5f8c\u306e\u5185\u5bb9\u3092\u63a1\u7528\u3057\u3001amendments \u306b\u5909\u66f4\u306e\u7d4c\u7def\u3092\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u5951\u7d04\u66f8\u306e\u8a18\u8f09\u3069\u304a\u308a\u306b\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7a0e\u629c\u30fb\u7a0e\u8fbc\u306e\u5225\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u305d\u308c\u3082\u8a18\u8f09\u3057\u3001\n  \u660e\u8a18\u304c\u306a\u3044\u5834\u5408\u306f \"\u4e0d\u660e\" \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306e\u89e3\u91c8\u3084\u3001\u6709\u5229\u4e0d\u5229\u306e\u8a55\u4fa1\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5951\u7d04\u7a2e\u5225\u3011{contract_type}\n\n\u3010\u5951\u7d04\u66f8\u672c\u6587\uff08\u6761\u6587\u5358\u4f4d\uff09\u3011\n{contract_text}\n\n\u3010\u5225\u7d19\u30fb\u899a\u66f8\u3011\n{amendments}\n```\n\n**\u300c\u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u306e1\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u671f\u9650\u7ba1\u7406\u306e\u76ee\u7684\u306f\u3001\u901a\u77e5\u671f\u9650\u30921\u65e5\u3082\u9593\u9055\u3048\u306a\u3044\u3053\u3068\u3067\u3059\u3002LLM\u306b\u66a6\u8a08\u7b97\u3092\u3055\u305b\u308b\u7406\u7531\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u300c\u8a18\u8f09\u304c\u306a\u3044\u9805\u76ee\u3092\u6163\u884c\u3067\u88dc\u308f\u306a\u3044\u300d\u3082\u540c\u69d8\u3067\u3059\u3002** \u81ea\u52d5\u66f4\u65b0\u306e\u5b9a\u3081\u304c\u306a\u3044\u5951\u7d04\u306b\u300c\u901a\u5e381\u5e74\u66f4\u65b0\u300d\u3068\u66f8\u304b\u308c\u308b\u3068\u3001\u53f0\u5e33\u3092\u898b\u305f\u4eba\u306f\u81ea\u52d5\u66f4\u65b0\u304c\u3042\u308b\u3068\u8aa4\u89e3\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"contract_type\": \"\",\n  \"counterparty\": \"\",\n  \"execution_date\": \"\",\n  \"term_start\": \"\",\n  \"term_end\": \"\",\n  \"auto_renewal\": \"\u3042\u308a | \u306a\u3057 | \u8a18\u8f09\u306a\u3057\",\n  \"auto_renewal_condition\": \"\",\n  \"renewal_period\": \"\",\n  \"non_renewal_notice\": {\n    \"raw_text\": \"\u6e80\u4e86\u306e3\u304b\u6708\u524d\u307e\u3067\u306b\u66f8\u9762\u306b\u3088\u308a\",\n    \"period_value\": 3,\n    \"period_unit\": \"\u6708\",\n    \"method\": \"\u66f8\u9762\",\n    \"clause\": \"\u7b2c3\u6761\u7b2c2\u9805\"\n  },\n  \"termination\": { \"allowed\": true, \"notice_raw\": \"\", \"clause\": \"\" },\n  \"amount\": { \"value\": 0, \"unit\": \"\u6708\u984d | \u5e74\u984d | \u7dcf\u984d\", \"tax\": \"\u7a0e\u629c | \u7a0e\u8fbc | \u4e0d\u660e\" },\n  \"payment_terms\": \"\",\n  \"jurisdiction\": \"\",\n  \"has_antisocial_clause\": true,\n  \"confidentiality\": { \"exists\": true, \"survival_raw\": \"\" },\n  \"amendments\": [],\n  \"citations\": [\n    { \"field\": \"\", \"clause\": \"\", \"quote\": \"\" }\n  ],\n  \"not_found\": []\n}\n```\n\n`non_renewal_notice` \u3092 `raw_text` \u3068 `period_value` \/ `period_unit` \u306b\u5206\u3051\u3066\u3044\u308b\u70b9\u304c\u8981\u70b9\u3067\u3059\u3002**AI\u306f\u539f\u6587\u3068\u3001\u305d\u3053\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6570\u5024\u30fb\u5358\u4f4d\u307e\u3067\u3092\u8fd4\u3057\u3001\u5b9f\u969b\u306e\u65e5\u4ed8\u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `term_end` \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u884c\u3044\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n**\u53f0\u5e33\u3078\u306e\u767b\u9332\uff1a** SharePoint\u30ea\u30b9\u30c8\u307e\u305f\u306f\u5951\u7d04\u7ba1\u7406SaaS\u3078\u767b\u9332\u3057\u307e\u3059\u3002Excel\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3082\u3001**\u671f\u9650\u76e3\u8996\u3092\u81ea\u52d5\u5316\u3059\u308b\u306b\u306f\u3001SharePoint\u30ea\u30b9\u30c8\u306a\u3069\u6a5f\u68b0\u304c\u8aad\u3081\u308b\u5f62\u306b\u79fb\u3059\u3053\u3068\u3092\u52e7\u3081\u307e\u3059\u3002**\n\n**\u671f\u9650\u76e3\u8996\uff1a** \u65e5\u6b21\u3067\u53f0\u5e33\u3092\u78ba\u8a8d\u3057\u3001\u901a\u77e5\u671f\u9650\u306e90\u65e5\u524d\u30fb30\u65e5\u524d\u306b\u8a72\u5f53\u3059\u308b\u5951\u7d04\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u306e\u4e3b\u7ba1\u90e8\u9580\u3068\u6cd5\u52d9\u3078\u901a\u77e5\u3057\u307e\u3059\u3002\n\n**\u901a\u77e5\u5148\u3092\u300c\u6cd5\u52d9\u300d\u3060\u3051\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f4\u65b0\u3059\u308b\u304b\u5426\u304b\u306e\u5224\u65ad\u306f\u3001\u305d\u306e\u5951\u7d04\u3092\u4f7f\u3063\u3066\u3044\u308b\u4e8b\u696d\u90e8\u9580\u304c\u884c\u3044\u307e\u3059\u3002\u6cd5\u52d9\u3060\u3051\u306b\u901a\u77e5\u3057\u3066\u3082\u3001\u4e8b\u696d\u90e8\u9580\u3078\u306e\u78ba\u8a8d\u3067\u6642\u9593\u304c\u904e\u304e\u307e\u3059\u3002**\u53f0\u5e33\u306b\u300c\u4e3b\u7ba1\u90e8\u9580\u300d\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u3001\u305d\u3053\u3078\u901a\u77e5\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u627f\u8a8d\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u53f0\u5e33\u306e\u8aa4\u308a\u304c\u671f\u9650\u306e\u5931\u5ff5\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u7279\u306b\u6b21\u306e3\u9805\u76ee\u306f\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3059\u3002\n\n1. **`term_end`\uff08\u6e80\u4e86\u65e5\uff09** \u2026 \u3053\u308c\u3092\u8aa4\u308b\u3068\u3001\u901a\u77e5\u671f\u9650\u304c\u5168\u90e8\u305a\u308c\u307e\u3059\n2. **`auto_renewal`\uff08\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\uff09** \u2026 \u300c\u306a\u3057\u300d\u3092\u300c\u3042\u308a\u300d\u3068\u8aa4\u308b\u3068\u3001\u66f4\u65b0\u3055\u308c\u308b\u3068\u601d\u3063\u3066\u653e\u7f6e\u3057\u307e\u3059\u3002\u9006\u3082\u540c\u69d8\u306b\u5371\u967a\u3067\u3059\n3. **`non_renewal_notice`\uff08\u901a\u77e5\u671f\u9650\u306e\u8a18\u8ff0\uff09** \u2026 \u539f\u6587\u3068\u7167\u5408\u3057\u307e\u3059\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3001**PDF\u306e\u8a72\u5f53\u7b87\u6240\u3092\u30cf\u30a4\u30e9\u30a4\u30c8\u3057\u3066\u3001\u62bd\u51fa\u7d50\u679c\u3068\u4e26\u3079\u3066\u8868\u793a\u3059\u308b\u753b\u9762**\u3092\u7528\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u304c\u306a\u3044\u3068\u3001\u78ba\u8a8d\u306b15\u5206\u304b\u304b\u308a\u3001\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3PDF\u306e\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | OCR\u306b\u56de\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u304c\u5165\u529b\u3059\u308b\u3002**\u8aad\u3081\u305f\u4f53\u3067\u51e6\u7406\u3057\u306a\u3044** |\n| \u5951\u7d04\u671f\u9593\u306e\u5b9a\u3081\u304c\u306a\u3044\uff08\u671f\u9650\u306e\u5b9a\u3081\u306e\u306a\u3044\u5951\u7d04\uff09 | `term_end` \u3092\u7a7a\u306b\u3057\u3001`not_found` \u306b\u8a18\u8f09\u3059\u308b\u3002\u671f\u9650\u76e3\u8996\u306e\u5bfe\u8c61\u5916\u3068\u3059\u308b |\n| \u899a\u66f8\u3067\u671f\u9593\u304c\u5909\u66f4\u3055\u308c\u3066\u3044\u308b | \u5909\u66f4\u5f8c\u3092\u63a1\u7528\u3057\u3001`amendments` \u306b\u7d4c\u7def\u3092\u8a18\u8f09\u3059\u308b\u3002**\u672c\u4f53\u3060\u3051\u3092\u898b\u3066\u53f0\u5e33\u3092\u4f5c\u3089\u306a\u3044** |\n| \u81ea\u52d5\u66f4\u65b0\u306e\u8a18\u8ff0\u304c\u66d6\u6627 | \u539f\u6587\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3001`not_found` \u3067\u306f\u306a\u304f\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3057\u3066\u4eba\u306b\u56de\u3059 |\n| \u300c3\u304b\u6708\u524d\u300d\u306e\u8d77\u7b97\u65e5\u304c\u4e0d\u660e\u78ba | \u539f\u6587\u3092\u8fd4\u3059\u3002**\u4fdd\u5b88\u7684\u306b\uff08\u65e9\u3044\u307b\u3046\u306b\uff09\u89e3\u91c8\u3059\u308b\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u304f** |\n| \u76f8\u624b\u5148\u540d\u304c\u30de\u30b9\u30bf\u306b\u306a\u3044 | \u53f0\u5e33\u306b\u306f\u5951\u7d04\u66f8\u4e0a\u306e\u540d\u79f0\u3067\u767b\u9332\u3057\u3001\u30de\u30b9\u30bf\u7a81\u5408\u306f\u4eba\u304c\u884c\u3046 |\n| \u540c\u3058\u5951\u7d04\u304c\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b | \u76f8\u624b\u5148\uff0b\u7de0\u7d50\u65e5\uff0b\u5951\u7d04\u7a2e\u5225\u3067\u91cd\u8907\u30c1\u30a7\u30c3\u30af\u3059\u308b |\n| \u5951\u7d04\u66f8\u4ee5\u5916\u306e\u30d5\u30a1\u30a4\u30eb\uff08\u898b\u7a4d\u66f8\u7b49\uff09 | \u66f8\u985e\u7a2e\u5225\u3092\u5224\u5b9a\u3057\u3001\u5bfe\u8c61\u5916\u306a\u3089\u901a\u77e5\u3059\u308b |\n| \u82f1\u6587\u5951\u7d04\u66f8 | \u62bd\u51fa\u9805\u76ee\u306f\u540c\u3058\u3060\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u82f1\u6587\u7528\u306b\u7528\u610f\u3059\u308b\u3002\u7ba1\u8f44\u304c\u5916\u56fd\u6cd5\u306e\u5834\u5408\u306f\u6ce8\u8a18\u3059\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5951\u7d04\u66f8PDF\uff08\u539f\u672c\uff09\n- AI\u306e\u62bd\u51fa\u7d50\u679c\u3068 `citations`\n- \u627f\u8a8d\u8005\u3068\u627f\u8a8d\u65e5\u6642\n- **\u4eba\u304c\u4fee\u6b63\u3057\u305f\u9805\u76ee**\n- \u671f\u9650\u901a\u77e5\u306e\u9001\u4fe1\u5c65\u6b74\n\n**\u671f\u9650\u901a\u77e5\u306e\u9001\u4fe1\u5c65\u6b74\u3092\u6b8b\u3059\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002** \u300c\u901a\u77e5\u3057\u305f\u304c\u4e8b\u696d\u90e8\u9580\u304c\u5bfe\u5fdc\u3057\u306a\u304b\u3063\u305f\u300d\u306e\u304b\u300c\u901a\u77e5\u81ea\u4f53\u304c\u98db\u3093\u3067\u3044\u306a\u304b\u3063\u305f\u300d\u306e\u304b\u3092\u3001\u5f8c\u304b\u3089\u533a\u5225\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5951\u7d04\u66f810\u4ef6\uff08\u7a2e\u5225\u3092\u3070\u3089\u3070\u3089\u306b\u9078\u3076\u3002\u30b9\u30ad\u30e3\u30f3PDF\u3082\u542b\u3081\u308b\uff09\u3092\u7528\u610f\u3059\u308b\n2. ChatGPT\u3001Claude\u3001Gemini \u306a\u3069\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u3001\u4e0a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8cbc\u308b\n3. \u7d9a\u3051\u3066\u5951\u7d04\u66f8\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u8cbc\u308a\u3001\u62bd\u51fa\u3055\u305b\u308b\n4. **\u65e2\u5b58\u306e\u53f0\u5e33\u306e\u5024\u3068\u7167\u5408\u3059\u308b**\n\n**\u8a55\u4fa1\u306e\u89b3\u70b9\u306f3\u3064\u3067\u3059\u3002**\n\n- **\u6e80\u4e86\u65e5\u3068\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u304c\u6b63\u3057\u3044\u304b** \u2026 \u3053\u3053\u304c\u6700\u91cd\u8981\u3067\u3059\u3002**1\u4ef6\u3067\u3082\u8aa4\u308a\u304c\u3042\u308c\u3070\u3001\u78ba\u8a8d\u5de5\u7a0b\u3092\u539a\u304f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059**\n- **\u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u3066\u3044\u306a\u3044\u304b** \u2026 \u539f\u6587\u306e\u307e\u307e\u8fd4\u3057\u3066\u3044\u308b\u304b\n- **\u8a18\u8f09\u306e\u306a\u3044\u9805\u76ee\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b**\n\n\u591a\u304f\u306e\u751f\u6210AI\u306fPDF\u3092\u76f4\u63a5\u6dfb\u4ed8\u3067\u304d\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30f3PDF\u3067\u7cbe\u5ea6\u304c\u3069\u3046\u843d\u3061\u308b\u304b\u3092\u3001\u5fc5\u305a\u5b9f\u6e2c\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u66f8\u306f\u7d19\u3067\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3001\u3053\u3053\u304c\u5b9f\u7528\u6027\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002","minimal_setup_short":"PDF\u3092\u30c1\u30e3\u30c3\u30c8AI\u306b\u6dfb\u4ed8\u3057\u3066\u62bd\u51fa\u3055\u305b\u3001\u53f0\u5e33\u306b\u624b\u5165\u529b \uff0f \u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 \u62bd\u51fa \u2192 \u53f0\u5e33\u3078\u81ea\u52d5\u767b\u9332 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u767b\u9332","full_setup":"\u4e0a\u8a18\uff0b\u901a\u77e5\u671f\u9650\u306e\u81ea\u52d5\u8a08\u7b97\uff0b\u671f\u9650\u76e3\u8996\uff0b\u4e3b\u7ba1\u90e8\u9580\u3078\u306e\u901a\u77e5 \uff0f \u671f\u9650\u7ba1\u7406\u307e\u3067","level_note":"**\u672c\u683c\u69cb\u6210\u307e\u3067\u9032\u3080\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002** \u53f0\u5e33\u3092\u4f5c\u308b\u3060\u3051\u3067\u306f\u3001\u671f\u9650\u306e\u5931\u5ff5\u3068\u3044\u3046\u672c\u6765\u306e\u8ab2\u984c\u304c\u89e3\u6c7a\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n**\u306a\u304a\u3001\u65e2\u5b581,200\u4ef6\u306e\u4e00\u62ec\u53d6\u308a\u8fbc\u307f\u3092\u5148\u306b\u884c\u3046\u304b\u3001\u65b0\u898f\u5206\u304b\u3089\u59cb\u3081\u308b\u304b\u306f\u5224\u65ad\u304c\u8981\u308a\u307e\u3059\u3002** \u65e2\u5b58\u5206\u306e\u307b\u3046\u304c\u671f\u9650\u304c\u8fd1\u3044\u5951\u7d04\u3092\u542b\u3080\u305f\u3081\u3001**\u307e\u305a\u300c\u4eca\u5f8c6\u304b\u6708\u4ee5\u5185\u306b\u6e80\u4e86\u3059\u308b\u5951\u7d04\u300d\u3060\u3051\u3092\u62bd\u51fa\u3057\u3066\u5148\u306b\u51e6\u7406\u3059\u308b**\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| **AI\u304c\u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u3066\u6570\u65e5\u305a\u308c\u308b** | \u8a08\u7b97\u3092\u3055\u305b\u306a\u3044\u3002\u539f\u6587\u3068\u6570\u5024\u30fb\u5358\u4f4d\u3092\u8fd4\u3055\u305b\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3059\u308b |\n| \u300c3\u304b\u6708\u524d\u300d\u306e\u8d77\u7b97\u65e5\u306e\u89e3\u91c8\u304c\u3076\u308c\u308b | \u4fdd\u5b88\u7684\u306b\uff08\u65e9\u3044\u307b\u3046\u306b\uff09\u89e3\u91c8\u3059\u308b\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u308b\u3002\u901a\u77e5\u306f90\u65e5\u524d\u30fb30\u65e5\u524d\u306e2\u6bb5\u968e\u306b\u3057\u3066\u4f59\u88d5\u3092\u6301\u305f\u305b\u308b |\n| \u8a18\u8f09\u306e\u306a\u3044\u9805\u76ee\u3092\u6163\u884c\u3067\u88dc\u3046 | \u300c\u8a18\u8f09\u306a\u3057\u300d\u3092\u8fd4\u3055\u305b\u308b\u3002\u51fa\u529b\u30c1\u30a7\u30c3\u30af\u3067 `citations` \u306e\u306a\u3044\u9805\u76ee\u3092\u691c\u51fa\u3059\u308b |\n| \u899a\u66f8\u3067\u306e\u6761\u4ef6\u5909\u66f4\u3092\u898b\u843d\u3068\u3059 | \u540c\u4e00\u5951\u7d04\u306e\u95a2\u9023\u6587\u66f8\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308b |\n| \u30b9\u30ad\u30e3\u30f3PDF\u306e\u7cbe\u5ea6\u304c\u4f4e\u3044 | \u5b9f\u6e2c\u3057\u3066\u304b\u3089\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\u3002\u8aad\u3081\u306a\u3044\u3082\u306e\u306f\u4eba\u304c\u5165\u529b\u3059\u308b\u5206\u5c90\u3092\u4f5c\u308b |\n| \u53f0\u5e33\u304cExcel\u306e\u307e\u307e\u3067\u671f\u9650\u76e3\u8996\u3067\u304d\u306a\u3044 | SharePoint\u30ea\u30b9\u30c8\u306a\u3069\u6a5f\u68b0\u304c\u8aad\u3081\u308b\u5f62\u306b\u79fb\u3059 |\n| \u901a\u77e5\u304c\u6cd5\u52d9\u306b\u3060\u3051\u5c4a\u304d\u3001\u5224\u65ad\u304c\u9032\u307e\u306a\u3044 | \u4e3b\u7ba1\u90e8\u9580\u3092\u53f0\u5e33\u9805\u76ee\u306b\u6301\u3061\u3001\u305d\u3053\u3078\u901a\u77e5\u3059\u308b |\n| \u65e2\u5b581,200\u4ef6\u306e\u79fb\u884c\u3067\u624b\u304c\u6b62\u307e\u308b | \u300c6\u304b\u6708\u4ee5\u5185\u306b\u6e80\u4e86\u3059\u308b\u5951\u7d04\u300d\u304b\u3089\u5148\u306b\u51e6\u7406\u3059\u308b |\n| \u540c\u3058\u5951\u7d04\u304c\u4e8c\u91cd\u767b\u9332\u3055\u308c\u308b | \u76f8\u624b\u5148\uff0b\u7de0\u7d50\u65e5\uff0b\u7a2e\u5225\u3067\u91cd\u8907\u30c1\u30a7\u30c3\u30af\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u5148\u306e\u793e\u540d\u3001\u5951\u7d04\u6761\u4ef6\u3001\u5951\u7d04\u91d1\u984d\u3001\u652f\u6255\u6761\u4ef6\u3002**\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u7fa9\u52d9\u306e\u5bfe\u8c61\u306b\u306a\u308b\u60c5\u5831\u3092\u542b\u307f\u307e\u3059\u3002**\n\n1. **\u5951\u7d04\u66f8\u306e\u79d8\u5bc6\u4fdd\u6301\u6761\u9805** \u2026 \u5951\u7d04\u66f8\u81ea\u4f53\u306b\u300c\u672c\u5951\u7d04\u306e\u5185\u5bb9\u3092\u7b2c\u4e09\u8005\u306b\u958b\u793a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u6761\u9805\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5916\u90e8AI\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u304c\u3053\u308c\u306b\u62b5\u89e6\u3057\u306a\u3044\u304b\u3092\u3001\u5951\u7d04\u7a2e\u5225\u3054\u3068\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** UC-0015\uff08NDA\u30ec\u30d3\u30e5\u30fc\uff09\u3068\u540c\u3058\u8ad6\u70b9\u3067\u3059\n2. **\u62b5\u89e6\u3059\u308b\u5834\u5408\u306e\u5bfe\u5fdc** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u3001\u59d4\u8a17\u5951\u7d04\u3092\u7de0\u7d50\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\u3002\u305d\u308c\u3067\u3082\u61f8\u5ff5\u304c\u3042\u308b\u5951\u7d04\u7a2e\u5225\u306f\u3001\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\n3. **\u5951\u7d04\u91d1\u984d\u306e\u53d6\u308a\u6271\u3044** \u2026 \u53d6\u5f15\u5148\u3054\u3068\u306e\u5951\u7d04\u91d1\u984d\u306f\u3001\u4ea4\u6e09\u4e0a\u306e\u91cd\u8981\u60c5\u5831\u3067\u3059\u3002\u53f0\u5e33\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\n4. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u5951\u7d04\u66f8PDF\u3068\u53f0\u5e33\u306e\u95b2\u89a7\u7bc4\u56f2\u3092\u3001\u6cd5\u52d9\u30fb\u7dcf\u52d9\u3068\u5404\u5951\u7d04\u306e\u4e3b\u7ba1\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002**\u5168\u793e\u5171\u6709\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n5. **\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\n6. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u53f0\u5e33\u767b\u9332\u3068\u671f\u9650\u901a\u77e5\u307e\u3067\u3067\u3059\u3002**\u66f4\u65b0\u62d2\u7d76\u306e\u901a\u77e5\u3092\u81ea\u52d5\u9001\u4fe1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u3092\u7d42\u4e86\u3055\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u4e8b\u696d\u5224\u65ad\u3067\u3059\n\n\u306a\u304a\u3001\u3053\u306e\u69cb\u6210\u306f\u5951\u7d04\u5185\u5bb9\u306e\u6cd5\u7684\u8a55\u4fa1\u3092\u884c\u3044\u307e\u305b\u3093\u3002**\u62bd\u51fa\u3057\u305f\u6761\u9805\u306e\u6cd5\u7684\u306a\u610f\u5473\u306b\u3064\u3044\u3066\u306f\u3001\u6cd5\u52d9\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u7d99\u7d9a\u5951\u7d04\u3092500\u4ef6\u4ee5\u4e0a\u62b1\u3048\u3001\u81ea\u52d5\u66f4\u65b0\u6761\u9805\u306e\u7ba1\u7406\u304c\u8ab2\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u7d44\u7e54\u3002\u5951\u7d04\u66f8\u304cPDF\u3067\u4e00\u5143\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002","not_recommended_for":"\u5951\u7d04\u304c\u6570\u5341\u4ef6\u3067\u53f0\u5e33\u3092\u76ee\u8996\u7ba1\u7406\u3067\u304d\u308b\u5834\u5408\u3002\u5951\u7d04\u7ba1\u7406SaaS\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u8db3\u308a\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u671f\u9650\u304c\u8fd1\u3044\u5951\u7d04\u3092\u6d17\u3044\u51fa\u3059**\n\n**AI\u3092\u4f7f\u3046\u524d\u306b\u3001\u3053\u308c\u3092\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u73fe\u5728\u306e\u53f0\u5e33\u304b\u3089\u300c\u4eca\u5f8c6\u304b\u6708\u4ee5\u5185\u306b\u6e80\u4e86\u3059\u308b\u5951\u7d04\u300d\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u53f0\u5e33\u304c\u4e0d\u5b8c\u5168\u306a\u3089\u3001\u3053\u306e\u4f5c\u696d\u81ea\u4f53\u304c\u96e3\u3057\u3044\u306f\u305a\u3067\u3059\u3002**\u305d\u306e\u96e3\u3057\u3055\u304c\u3001\u3053\u306e\u69cb\u6210\u304c\u5fc5\u8981\u306a\u7406\u7531\u306e\u88cf\u4ed8\u3051\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u62bd\u51fa\u7cbe\u5ea6\u3092\u6e2c\u308b**\n\n\u5951\u7d04\u66f810\u4ef6\uff08\u30c6\u30ad\u30b9\u30c8PDF\u3068\u30b9\u30ad\u30e3\u30f3PDF\u3092\u6df7\u305c\u308b\uff09\u3067\u3001\u6700\u5c0f\u69cb\u6210\uff08\u00a78\uff09\u3092\u8a66\u3057\u307e\u3059\u3002**\u6e80\u4e86\u65e5\u3068\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u306e\u6b63\u89e3\u7387\u3092\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u304c100%\u3067\u306a\u3044\u306a\u3089\u3001\u78ba\u8a8d\u5de5\u7a0b\u3092\u539a\u304f\u3059\u308b\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002\n\n**3\u9031\u76ee\uff1a\u4e3b\u7ba1\u90e8\u9580\u3092\u6574\u7406\u3059\u308b**\n\n\u671f\u9650\u304c\u8fd1\u3044\u5951\u7d04\u306b\u3064\u3044\u3066\u3001\u300c\u3069\u306e\u90e8\u9580\u304c\u4f7f\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u57cb\u3081\u307e\u3059\u3002**\u901a\u77e5\u5148\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u671f\u9650\u76e3\u8996\u3092\u4f5c\u3063\u3066\u3082\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**4\u301c6\u9031\u76ee\uff1a\u534a\u81ea\u52d5\u5316\u3092\u4f5c\u308b**\n\n\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 \u62bd\u51fa \u2192 \u78ba\u8a8d\u753b\u9762 \u2192 \u53f0\u5e33\u767b\u9332\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002\u65b0\u898f\u7de0\u7d50\u5206\u304b\u3089\u9069\u7528\u3057\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u671f\u9650\u76e3\u8996\u3068\u901a\u77e5\u3092\u5b9f\u88c5\u3057\u3001\u65e2\u5b581,200\u4ef6\u3092\u6e80\u4e86\u65e5\u306e\u8fd1\u3044\u9806\u306b\u79fb\u884c\u3057\u307e\u3059\u3002\n\n---","related_usecases":["UC-0007","UC-0001","UC-0005","UC-0015"],"related_articles":[{"id":5211,"slug":"marketing-homu-check","title":"\u516c\u958b\u524d\u306e\u6cd5\u52d9\u78ba\u8a8d\u3067\u898b\u308b\u9805\u76ee\u4e00\u89a7\uff5c\u51fa\u3057\u3066\u304b\u3089\u6b62\u3081\u306a\u3044"},{"id":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Azure AI Document Intelligence \u306b\u3088\u308b\u6587\u66f8\u304b\u3089\u306e\u9805\u76ee\u62bd\u51fa\uff08\u69cb\u9020\u5316JSON\u306e\u8fd4\u5374\u3001\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u30fb\u30c7\u30b8\u30bf\u30ebPDF\u3078\u306e\u5bfe\u5fdc\uff09 | [MicrosoftDocs: Document Intelligence](https:\/\/github.com\/MicrosoftDocs\/azure-ai-docs\/blob\/main\/articles\/ai-services\/document-intelligence\/prebuilt\/invoice.md) | 2026-09-02 |\n| Power Automate \u306e SharePoint \u30b3\u30cd\u30af\u30bf\u300c\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u305f\u3068\u304d\u300d\u30c8\u30ea\u30ac\u30fc | [Microsoft Learn: SharePoint \u30b3\u30cd\u30af\u30bf](https:\/\/learn.microsoft.com\/ja-jp\/sharepoint\/dev\/business-apps\/power-automate\/sharepoint-connector-actions-triggers) | 2026-09-02 |\n| Claude API\u306eStructured Outputs | [Anthropic: Structured outputs](https:\/\/claude.com\/blog\/structured-outputs-on-the-claude-developer-platform) | 2026-09-02 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