{"id":10274,"date":"2026-09-11T09:21:47","date_gmt":"2026-09-11T00:21:47","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/credit-review-financial-digest\/"},"modified":"2026-09-11T09:21:47","modified_gmt":"2026-09-11T00:21:47","slug":"credit-review-financial-digest","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/credit-review-financial-digest\/","title":{"rendered":"\u53d6\u5f15\u5148\u306e\u4e0e\u4fe1\u30ec\u30d3\u30e5\u30fc\u8cc7\u6599\u3092\u6c7a\u7b97\u66f8\u3068\u516c\u958b\u60c5\u5831\u304b\u3089\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u53d6\u5f15\u5148\u304b\u3089\u53d7\u9818\u3057\u305f\u6c7a\u7b97\u66f8\u306ePDF\u3092\u5165\u529b\u306b\u3001\u8cb8\u501f\u5bfe\u7167\u8868\u3068\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u306a\u52d8\u5b9a\u79d1\u76ee\u30923\u671f\u5206\u53d6\u308a\u51fa\u3057\u3001\u793e\u5185\u3067\u6c7a\u3081\u3066\u3042\u308b\u6307\u6a19\uff08\u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3001\u6d41\u52d5\u6bd4\u7387\u3001\u58f2\u4e0a\u9ad8\u306e\u5897\u6e1b\u3001\u55b6\u696d\u5229\u76ca\u7387\u306a\u3069\uff09\u3092\u8a08\u7b97\u3057\u30661\u679a\u306e\u8868\u306b\u4e26\u3079\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3057\u305f\u6240\u898b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0032","platform_main":"Python","publish_date":"","last_updated":"2026-09-11","tech_verified_date":"2026-09-11","trigger":"**\u6bce\u67081\u65e5\u306e\u5b9a\u671f\u5b9f\u884c**\u3068\u3001**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u6c7a\u7b97\u66f8PDF\u306e\u8ffd\u52a0**\u306e2\u3064\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\n\n\u5b9a\u671f\u5b9f\u884c\u3067\u306f\u3001\u4e0e\u4fe1\u53f0\u5e33\u304b\u3089\u300c\u524d\u56de\u30ec\u30d3\u30e5\u30fc\u304b\u308911\u304b\u6708\u4ee5\u4e0a\u7d4c\u904e\u300d\u306e\u53d6\u5f15\u5148\u3092\u6d17\u3044\u51fa\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\u6c7a\u7b97\u66f8\u304c\u672a\u5165\u624b\u306e\u4f1a\u793e\u306f\u3001\u55b6\u696d\u3078\u306e\u4f9d\u983c\u30ea\u30b9\u30c8\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u8ffd\u52a0\u306f\u3001\u6c7a\u7b97\u66f8\u304c\u5c4a\u3044\u305f\u6642\u70b9\u3067\u51e6\u7406\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002**\u6c7a\u7b97\u671f\u306f\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001\u6708\u521d\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u8a2d\u8a08\u3060\u3051\u3067\u306f\u3001\u5c4a\u3044\u305fPDF\u304c1\u304b\u6708\u653e\u7f6e\u3055\u308c\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6c7a\u7b97\u66f8PDF | \u8cb8\u501f\u5bfe\u7167\u8868\u3001\u640d\u76ca\u8a08\u7b97\u66f8\u3001\u8ca9\u58f2\u8cbb\u53ca\u3073\u4e00\u822c\u7ba1\u7406\u8cbb\u660e\u7d30\u30013\u671f\u5206 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u79d1\u76ee\u5bfe\u5fdc\u8868 | \u6c7a\u7b97\u66f8\u306e\u79d1\u76ee\u540d\u3068\u793e\u5185\u6a19\u6e96\u79d1\u76ee\u306e\u5bfe\u5fdc\uff08\u8868\u8a18\u3086\u308c\u3092\u542b\u3080\uff09 | \u8ca1\u52d9\u90e8\u306e\u7ba1\u7406\u6587\u66f8 |\n| \u5224\u65ad\u57fa\u6e96 | \u6307\u6a19\u3054\u3068\u306e\u95be\u5024\u3001\u696d\u7a2e\u5225\u306e\u76ee\u5b89 | \u4e0e\u4fe1\u7ba1\u7406\u898f\u7a0b |\n| \u58f2\u639b\u6b8b\u9ad8\u30fb\u652f\u6255\u9045\u5ef6\u5c65\u6b74 | \u76f4\u8fd112\u304b\u6708\u306e\u6b8b\u9ad8\u63a8\u79fb\u3001\u9045\u5ef6\u65e5\u6570 | \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u4e0e\u4fe1\u53f0\u5e33 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u6cd5\u4eba\u756a\u53f7\u3001\u73fe\u5728\u306e\u4e0e\u4fe1\u9650\u5ea6\u3001\u524d\u56de\u30ec\u30d3\u30e5\u30fc\u65e5 | Excel\uff0f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u516c\u958b\u60c5\u5831 | \u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u3001\u767b\u8a18\u8a18\u9332\u306e\u9589\u9396 | \u56fd\u7a0e\u5e81 \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API |","data_source":"**\u6c7a\u7b97\u66f8PDF\uff1a** \u30c7\u30b8\u30bf\u30ebPDF\u304b\u30b9\u30ad\u30e3\u30f3PDF\u304b\u3067\u7d4c\u8def\u3092\u5206\u3051\u307e\u3059\u3002\n\n\u30c7\u30b8\u30bf\u30ebPDF\u306f\u3001Claude API \u306b\u76f4\u63a5\u6e21\u305b\u307e\u3059\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u6700\u592732MB\u30fb600\u30da\u30fc\u30b8\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u304c1M\u30c8\u30fc\u30af\u30f3\u672a\u6e80\u306e\u5834\u5408\u306f100\u30da\u30fc\u30b8\uff09\u307e\u3067\u6271\u3048\u307e\u3059\u3002\u5404\u30da\u30fc\u30b8\u306f\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u8868\u7d44\u307f\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3082\u8aad\u3081\u307e\u3059\u3002\u5927\u304d\u306a\u30d5\u30a1\u30a4\u30eb\u306f Files API \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066 `file_id` \u3067\u53c2\u7167\u3059\u308b\u3068\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u672c\u4f53\u3092\u5c0f\u3055\u304f\u3067\u304d\u307e\u3059\u3002\n\n\u30b9\u30ad\u30e3\u30f3PDF\u306f\u3001\u5148\u306bOCR\u306b\u901a\u3057\u307e\u3059\u3002**\u3053\u308c\u306f\u7701\u7565\u3067\u304d\u307e\u305b\u3093\u3002** Claude \u306e citations \u6a5f\u80fd\u306f\u3001PDF\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3057\u3066\u6587\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001**\u30c6\u30ad\u30b9\u30c8\u3092\u542b\u307e\u306a\u3044\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u306ePDF\u306f\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u305b\u3093\u3002** \u6839\u62e0\u30da\u30fc\u30b8\u3092\u793a\u305b\u306a\u304f\u306a\u308b\u3068\u3001\u3053\u306e\u696d\u52d9\u3067\u306f\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\nOCR\u306b\u306f Azure AI Document Intelligence \u306e prebuilt-layout \u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u8868\u3092\u884c\u6570\u30fb\u5217\u6570\u30fb\u884c\u7d50\u5408\u30fb\u5217\u7d50\u5408\u306e\u60c5\u5831\u3064\u304d\u3067\u62bd\u51fa\u3057\u3001`outputContentFormat=markdown` \u3067Markdown\u5f62\u5f0f\u306e\u51fa\u529b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002v4.0\uff082024-11-30 GA\uff09\u4ee5\u964d\u306f\u3001\u7d50\u5408\u30bb\u30eb\u3084\u8907\u6570\u884c\u30d8\u30c3\u30c0\u30fc\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u8868\u304cHTML\u5f62\u5f0f\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u3002**\u6c7a\u7b97\u66f8\u306f\u7d50\u5408\u30bb\u30eb\u3068\u968e\u5c64\u306e\u3042\u308b\u8868\u306e\u584a\u306a\u306e\u3067\u3001\u3053\u3053\u304c\u52b9\u304d\u307e\u3059\u3002**\n\n**\u516c\u958b\u60c5\u5831\uff1a** \u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u3067\u3001\u6cd5\u4eba\u756a\u53f7\u3092\u6307\u5b9a\u3057\u3066\u57fa\u672c3\u60c5\u5831\uff08\u5546\u53f7\u307e\u305f\u306f\u540d\u79f0\u3001\u672c\u5e97\u307e\u305f\u306f\u4e3b\u305f\u308b\u4e8b\u52d9\u6240\u306e\u6240\u5728\u5730\u3001\u6cd5\u4eba\u756a\u53f7\uff09\u3068\u5909\u66f4\u5c65\u6b74\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u5229\u7528\u306b\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3ID\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u767a\u884c\u306b\u8cbb\u7528\u306f\u304b\u304b\u308a\u307e\u305b\u3093\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u6307\u5b9a\u3067\u304d\u308b\u6cd5\u4eba\u756a\u53f7\u306f\u6700\u592710\u4ef6\u3001\u671f\u9593\u6307\u5b9a\u306b\u3088\u308b\u53d6\u5f97\u306f\u6700\u592750\u65e5\u307e\u3067\u3067\u3001\u5168\u4ef6\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306f\u3067\u304d\u307e\u305b\u3093\u3002**\u670840\u793e\u306a\u3089\u300110\u4ef6\u305a\u30644\u56de\u306b\u5206\u3051\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\n\n**\u58f2\u639b\u6b8b\u9ad8\uff1a** \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3001\u307e\u305f\u306f\u6708\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u53c2\u7167\u3057\u307e\u3059\u3002","preprocessing":"1. **PDF\u306e\u7a2e\u5225\u5224\u5b9a** \u2026 \u30c6\u30ad\u30b9\u30c8\u304c\u62bd\u51fa\u3067\u304d\u308b\u304b\u3092\u8abf\u3079\u3001\u3067\u304d\u306a\u3051\u308c\u3070\u30b9\u30ad\u30e3\u30f3PDF\u3068\u3057\u3066OCR\u3078\u56de\u3057\u307e\u3059\n2. **\u5bfe\u8c61\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u6c7a\u7b97\u66f8\u4e00\u5f0f\u306b\u306f\u52d8\u5b9a\u79d1\u76ee\u5185\u8a33\u660e\u7d30\u66f8\u3084\u7a0e\u52d9\u7533\u544a\u66f8\u304c\u7db4\u3058\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u30fb\u8ca9\u58f2\u7ba1\u7406\u8cbb\u660e\u7d30\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u7d5e\u308b\u3068\u3001\u7cbe\u5ea6\u304c\u4e0a\u304c\u308a\u8cbb\u7528\u3082\u4e0b\u304c\u308a\u307e\u3059\n3. **\u671f\u306e\u7279\u5b9a** \u2026 3\u671f\u5206\u304c1\u30d5\u30a1\u30a4\u30eb\u306e\u3053\u3068\u3082\u3042\u308c\u3070\u30013\u30d5\u30a1\u30a4\u30eb\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u6c7a\u7b97\u671f\u3092\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u8aad\u307f\u53d6\u308a\u3001\u3069\u306e\u671f\u306e\u3082\u306e\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\n4. **\u5358\u4f4d\u306e\u78ba\u8a8d** \u2026 \u300c\u5358\u4f4d\uff1a\u5343\u5186\u300d\u306e\u8868\u8a18\u3092\u62fe\u3044\u307e\u3059\u3002**\u3053\u3053\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u6307\u6a19\u304c1000\u500d\u305a\u308c\u307e\u3059**\n5. **Excel\u3067\u53d7\u9818\u3057\u305f\u5834\u5408** \u2026 .xlsx \u306f document \u30d6\u30ed\u30c3\u30af\u3067\u76f4\u63a5\u6271\u3048\u306a\u3044\u305f\u3081\u3001CSV\u304bPDF\u306b\u5909\u63db\u3057\u307e\u3059","ai_processing":"| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u52d8\u5b9a\u79d1\u76ee\u3068\u91d1\u984d\u306e\u62bd\u51fa | \u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u3092\u3001\u79d1\u76ee\u540d\u3068\u91d1\u984d\u306e\u7d44\u3067\u53d6\u308a\u51fa\u3059 |\n| \u6839\u62e0\u30da\u30fc\u30b8\u306e\u63d0\u793a | \u3069\u306e\u30da\u30fc\u30b8\u306e\u3069\u306e\u884c\u304b\u3089\u53d6\u3063\u305f\u6570\u5024\u304b\u3092\u793a\u3059 |\n| \u79d1\u76ee\u540d\u306e\u5bc4\u305b | \u300c\u58f2\u639b\u50b5\u6a29\u300d\u3092\u793e\u5185\u6a19\u6e96\u79d1\u76ee\u306e\u300c\u58f2\u639b\u91d1\u300d\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\u5019\u88dc\u3092\u51fa\u3059 |\n| \u5358\u4f4d\u3068\u671f\u306e\u5224\u5225 | \u5343\u5186\u5358\u4f4d\u304b\u5186\u5358\u4f4d\u304b\u3001\u3069\u306e\u6c7a\u7b97\u671f\u306e\u3082\u306e\u304b\u3092\u5224\u5225\u3059\u308b |\n| \u6240\u898b\u306e\u4e0b\u66f8\u304d | \u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u3001\u6839\u62e0\u306e\u6570\u5024\u3064\u304d\u3067\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b |\n| \u4e0d\u6574\u5408\u306e\u6307\u6458 | \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044\u3001\u524d\u671f\u672b\u3068\u5f53\u671f\u9996\u304c\u5408\u308f\u306a\u3044\u3068\u3044\u3063\u305f\u70b9\u3092\u6319\u3052\u308b |\n\n**\u6307\u6a19\u306e\u8a08\u7b97\u306fAI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3084\u6d41\u52d5\u6bd4\u7387\u306f\u3001\u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002**\u8a08\u7b97\u3092LLM\u306b\u4efb\u305b\u308b\u3068\u3001\u691c\u7b97\u3067\u304d\u306a\u3044\u6570\u5024\u304c\u8cc7\u6599\u306b\u8f09\u308a\u307e\u3059\u3002** AI\u306e\u5f79\u5272\u306f\u300cPDF\u304b\u3089\u6570\u5024\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u300d\u3068\u300c\u53d6\u308a\u51fa\u3057\u305f\u6570\u5024\u3092\u3082\u3068\u306b\u6587\u7ae0\u3092\u66f8\u304f\u3053\u3068\u300d\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\n\n**\u4e0e\u4fe1\u306e\u53ef\u5426\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u91d1\u984d\u3001\u4fe1\u7528\u683c\u4ed8\u3051\u3082AI\u306b\u306f\u51fa\u3055\u305b\u307e\u305b\u3093\u3002** \u6240\u898b\u306e\u4e0b\u66f8\u304d\u306f\u300c\u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u304c\u524d\u671f\u306e18\uff05\u304b\u30899\uff05\u306b\u4f4e\u4e0b\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u6307\u6458\u307e\u3067\u3068\u3057\u3001\u300c\u53d6\u5f15\u3092\u7e2e\u5c0f\u3059\u3079\u304d\u300d\u3068\u3044\u3046\u7d50\u8ad6\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4e0e\u4fe1\u7ba1\u7406\u3092\u62c5\u5f53\u3059\u308b\u8ca1\u52d9\u90e8\u54e1\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u53d6\u5f15\u5148\u306e\u6c7a\u7b97\u66f8\u304b\u3089\u3001\u793e\u5185\u306e\u6307\u6a19\u8868\u306b\u5165\u308c\u308b\u52d8\u5b9a\u79d1\u76ee\u3068\u91d1\u984d\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6c7a\u7b97\u66f8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u306a\u3044\u79d1\u76ee\u306f\u30010 \u3092\u5165\u308c\u305a\u306b null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8a72\u5f53\u306a\u3057\u300d\u3068\u300c\u8a18\u8f09\u306a\u3057\u300d\u3092\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u6570\u5024\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5358\u4f4d\u304c\u5343\u5186\u306e\u5834\u5408\u306f unit \u306b \"thousand_yen\" \u3068\u5165\u308c\u3001\n  \u91d1\u984d\u305d\u306e\u3082\u306e\u306f\u6c7a\u7b97\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5186\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3069\u306e\u30da\u30fc\u30b8\u304b\u3089\u53d6\u3063\u305f\u6570\u5024\u304b\u3092 page \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u79d1\u76ee\u540d\u304c\u793e\u5185\u306e\u6a19\u6e96\u79d1\u76ee\u3068\u9055\u3046\u5834\u5408\u306f\u3001\u539f\u6587\u306e\u79d1\u76ee\u540d\u3092 source_label \u306b\u6b8b\u3057\u3001\n  \u5bfe\u5fdc\u4ed8\u3051\u305f\u6a19\u6e96\u79d1\u76ee\u3092 account \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3010\u79d1\u76ee\u5bfe\u5fdc\u8868\u3011\u306b\u306a\u3044\u79d1\u76ee\u540d\u306f\u3001account \u3092 null \u306b\u3057\u3001unmapped \u306b\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0e\u4fe1\u306e\u53ef\u5426\u3001\u4e0e\u4fe1\u9650\u5ea6\u3001\u683c\u4ed8\u3051\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5224\u65ad\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002\u3042\u306a\u305f\u306f\u4e8b\u5b9f\u306e\u6307\u6458\u307e\u3067\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u306b\u306f\u3001\u5fc5\u305a\u6839\u62e0\u3068\u306a\u308b\u6570\u5024\u3068\u671f\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8ca1\u52d9\u72b6\u614b\u304c\u60aa\u5316\u3057\u3066\u3044\u308b\u300d\u3060\u3051\u306e\u8a18\u8ff0\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044\u3001\u524d\u671f\u672b\u3068\u5f53\u671f\u9996\u304c\u5408\u308f\u306a\u3044\u7b49\u304c\u3042\u308c\u3070\n  inconsistencies \u306b\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6570\u5024\u3092\u8abf\u6574\u3057\u3066\u5408\u308f\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u79d1\u76ee\u5bfe\u5fdc\u8868\u3011\n{account_mapping}\n\n\u3010\u793e\u5185\u306e\u5224\u65ad\u57fa\u6e96\uff08\u6307\u6a19\u3068\u95be\u5024\uff09\u3011\n{credit_criteria}\n\n\u3010\u6c7a\u7b97\u66f8\u3011\n{financial_statements}\n```\n\n**\u300c0 \u3092\u5165\u308c\u305a\u306b null\u300d\u3068\u300c\u4e0e\u4fe1\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u300d\u306e2\u884c\u304c\u8981\u3067\u3059\u3002** \u524d\u8005\u306f\u3001\u8a18\u8f09\u306e\u306a\u3044\u79d1\u76ee\u30920\u3068\u3057\u3066\u6271\u3046\u3068\u6307\u6a19\u304c\u5b9f\u614b\u3068\u305a\u308c\u308b\u305f\u3081\u3067\u3059\u3002\u5f8c\u8005\u306f\u3001AI\u306e\u66f8\u3044\u305f\u7d50\u8ad6\u304c\u8cc7\u6599\u306b\u6b8b\u308b\u3068\u3001\u6c7a\u88c1\u306e\u5834\u3067\u305d\u308c\u304c\u5224\u65ad\u306e\u6839\u62e0\u3068\u3057\u3066\u6271\u308f\u308c\u304b\u306d\u306a\u3044\u305f\u3081\u3067\u3059\u3002","output_data":"```json\n{\n  \"company_name\": \"\",\n  \"corporate_number\": \"\",\n  \"fiscal_periods\": [\n    {\n      \"period_end\": \"\",\n      \"unit\": \"yen | thousand_yen | million_yen\",\n      \"accounts\": [\n        { \"account\": \"\", \"source_label\": \"\", \"amount\": 0, \"page\": 0 }\n      ]\n    }\n  ],\n  \"unmapped\": [],\n  \"inconsistencies\": [],\n  \"observations\": [\n    { \"point\": \"\", \"evidence\": \"\", \"period\": \"\" }\n  ]\n}\n```\n\n\u91d1\u984d\u3092\u6570\u5024\u578b\u3067\u56fa\u5b9a\u3057\u3001\u5358\u4f4d\u3092\u5225\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u6301\u305f\u305b\u3066\u3044\u307e\u3059\u3002**\u300c1,234\u5343\u5186\u300d\u306e\u3088\u3046\u306a\u6587\u5b57\u5217\u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u5f8c\u6bb5\u306e\u8a08\u7b97\u3067\u5fc5\u305a\u58ca\u308c\u307e\u3059\u3002**\n\ncitations \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u56de\u7b54\u306b\u4f7f\u3063\u305f\u7b87\u6240\u304c\u6587\u5358\u4f4d\u3067\u8fd4\u308a\u3001PDF\u306e\u5834\u5408\u306f `page_location`\uff08\u30da\u30fc\u30b8\u4f4d\u7f6e\uff09\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002**\u6839\u62e0\u306e\u30da\u30fc\u30b8\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308b\u3068\u3001\u78ba\u8a8d\u753b\u9762\u3067\u305d\u306e\u30da\u30fc\u30b8\u3092\u76f4\u63a5\u958b\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7a81\u5408\u306e\u6642\u9593\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002**","integration_systems":"\u6307\u6a19\u8868\u3068\u6240\u898b\u306e\u4e0b\u66f8\u304d\u306f\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u51fa\u529b\u3057\u307e\u3059\u3002\u4e0e\u4fe1\u53f0\u5e33\u3078\u306e\u767b\u9332\u306f\u3001\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u305f\u5f8c\u306b\u884c\u3044\u307e\u3059\u3002\n\n**\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u4e0e\u4fe1\u9650\u5ea6\u306e\u66f8\u304d\u623b\u3057\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u542b\u3081\u307e\u305b\u3093\u3002** \u4e0e\u4fe1\u9650\u5ea6\u306e\u5909\u66f4\u306f\u6c7a\u88c1\u3092\u7d4c\u3066\u53cd\u6620\u3055\u308c\u308b\u5024\u306a\u306e\u3067\u3001\u627f\u8a8d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5916\u3067\u81ea\u52d5\u66f4\u65b0\u3059\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u304b\u3089\u53d6\u5f97\u3057\u305f\u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u306f\u3001\u4e0e\u4fe1\u53f0\u5e33\u306e\u767b\u8a18\u60c5\u5831\u3068\u6bd4\u8f03\u3057\u3001\u5dee\u5206\u304c\u3042\u308c\u3070\u6240\u898b\u306b\u52a0\u3048\u307e\u3059\u3002**\u5546\u53f7\u5909\u66f4\u3084\u6240\u5728\u5730\u306e\u79fb\u8ee2\u306f\u3001\u305d\u308c\u81ea\u4f53\u304c\u4e0e\u4fe1\u4e0a\u306e\u78ba\u8a8d\u4e8b\u9805\u306b\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6bb5\u968e\u7684\u306a\u81ea\u52d5\u5316\u3082\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u8cc7\u6599\u304c\u4e0e\u4fe1\u9650\u5ea6\u3068\u3044\u3046\u91d1\u984d\u306e\u6c7a\u88c1\u306b\u4f7f\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002\u8aa4\u3063\u305f\u6570\u5024\u306b\u3082\u3068\u3065\u3044\u3066\u9650\u5ea6\u3092\u4e0a\u3052\u308c\u3070\u3001\u56de\u53ce\u4e0d\u80fd\u306e\u640d\u5931\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3059\u308b\u306e\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002\n\n- \u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u304c\u3001\u6c7a\u7b97\u66f8\u306e\u539f\u672c\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\uff08\u3068\u304f\u306b\u81ea\u5df1\u8cc7\u672c\u3001\u58f2\u4e0a\u9ad8\u3001\u55b6\u696d\u5229\u76ca\u3001\u73fe\u9810\u91d1\u3001\u501f\u5165\u91d1\uff09\n- \u79d1\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u304c\u59a5\u5f53\u304b\uff08`unmapped` \u306b\u5165\u3063\u305f\u79d1\u76ee\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b\uff09\n- \u6240\u898b\u306e\u4e0b\u66f8\u304d\u304c\u3001\u4e8b\u5b9f\u3068\u3057\u3066\u6b63\u3057\u3044\u304b\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u6c7a\u7b97\u66f8\u306e\u539f\u672c\u3068\u62bd\u51fa\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- citations \u3067\u8fd4\u308b\u6839\u62e0\u30da\u30fc\u30b8\u756a\u53f7\u304b\u3089\u3001PDF\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3078\u76f4\u63a5\u98db\u3079\u308b\u3088\u3046\u306b\u3059\u308b\n- \u524d\u671f\u3068\u6bd4\u3079\u3066\u5927\u304d\u304f\u52d5\u3044\u305f\u79d1\u76ee\u306b\u8272\u3092\u4ed8\u3051\u308b\n- \u8cb8\u501f\u306e\u4e00\u81f4\u691c\u7b97\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u5074\u3067\u884c\u3044\u3001**\u5408\u308f\u306a\u3044\u5834\u5408\u306f\u78ba\u8a8d\u524d\u306b\u6b62\u3081\u308b**\n\n\u6700\u5f8c\u306e\u691c\u7b97\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002**\u8cb8\u501f\u304c\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u4e3b\u8981\u79d1\u76ee\u306e\u62bd\u51fa\u306f\u304a\u304a\u3080\u306d\u6b63\u3057\u3044\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u5168\u79d1\u76ee\u30921\u3064\u305a\u3064\u76ee\u3067\u8ffd\u3046\u3053\u3068\u306b\u306a\u308a\u3001\u78ba\u8a8d\u306b30\u5206\u4ee5\u4e0a\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3PDF\u3067\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | OCR\u306e\u78ba\u4fe1\u5ea6\u3092\u898b\u3066\u3001\u4f4e\u3051\u308c\u3070\u4eba\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044** |\n| \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3059\u3002**\u6570\u5024\u3092\u8abf\u6574\u3057\u3066\u5408\u308f\u305b\u306a\u3044** |\n| \u79d1\u76ee\u5bfe\u5fdc\u8868\u306b\u306a\u3044\u79d1\u76ee\u540d | `unmapped` \u306b\u5165\u308c\u3066\u4eba\u3078\u56de\u3059\u3002\u4f3c\u305f\u79d1\u76ee\u306b\u52dd\u624b\u306b\u5bc4\u305b\u306a\u3044 |\n| 3\u671f\u5206\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u305d\u308d\u3063\u3066\u3044\u308b\u671f\u3060\u3051\u3067\u6307\u6a19\u8868\u3092\u4f5c\u308a\u3001\u4e0d\u8db3\u3092\u660e\u793a\u3059\u308b\u3002\u63a8\u8a08\u3067\u57cb\u3081\u306a\u3044 |\n| \u5358\u4f4d\u306e\u8a18\u8f09\u304c\u306a\u3044 | \u4eba\u3078\u56de\u3059\u3002\u91d1\u984d\u306e\u6841\u304b\u3089\u63a8\u6e2c\u3055\u305b\u306a\u3044 |\n| \u6c7a\u7b97\u66f8\u304c\u500b\u4eba\u4e8b\u696d\u4e3b\u306e\u78ba\u5b9a\u7533\u544a\u66f8 | \u69d8\u5f0f\u304c\u9055\u3046\u3002\u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u5916\u3068\u3057\u3001\u4eba\u3078\u56de\u3059 |\n| \u9023\u7d50\u3068\u5358\u4f53\u304c\u6df7\u5728\u3057\u3066\u3044\u308b | \u3069\u3061\u3089\u306e\u6570\u5024\u304b\u3092\u660e\u793a\u3055\u305b\u3001\u6df7\u305c\u306a\u3044\u3002\u5224\u5225\u3067\u304d\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| \u6cd5\u4eba\u756a\u53f7\u304c\u4e0e\u4fe1\u53f0\u5e33\u306b\u306a\u3044 | \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0\u306e\u540d\u79f0\u691c\u7d22\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u4eba\u304c\u7279\u5b9a\u3059\u308b\u3002**\u81ea\u52d5\u3067\u78ba\u5b9a\u3057\u306a\u3044** |\n| \u6c7a\u7b97\u66f8\u304c\u5165\u624b\u3067\u304d\u306a\u3044 | \u8cc7\u6599\u3092\u4f5c\u3089\u305a\u3001\u672a\u5165\u624b\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3059\u3002\u4fe1\u7528\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u4ee3\u66ff\u3057\u306a\u3044 |\n| LLM\u304c\u6240\u898b\u306b\u7d50\u8ad6\u3092\u66f8\u3044\u3066\u3057\u307e\u3063\u305f | \u6240\u898b\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4e8b\u5b9f\u306e\u8a18\u8ff0\u306b\u9650\u5b9a\u3057\u3001\u78ba\u8a8d\u753b\u9762\u3067\u7d50\u8ad6\u7684\u306a\u8868\u73fe\u3092\u691c\u77e5\u3057\u3066\u8b66\u544a\u3059\u308b |","log_storage":"**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u5224\u65ad\u306e\u6839\u62e0\u3092\u6b8b\u3059\u3053\u3068\u304c\u898f\u7a0b\u4e0a\u306e\u8981\u4ef6\u306b\u306a\u308a\u307e\u3059\u3002**\n\n- \u6c7a\u7b97\u66f8PDF\u306e\u539f\u672c\uff08\u53d7\u9818\u65e5\u3064\u304d\uff09\n- \u62bd\u51fa\u7d50\u679c\uff08\u751f\u306eJSON\uff09\u3068\u3001\u6839\u62e0\u30da\u30fc\u30b8\n- \u8a08\u7b97\u3057\u305f\u6307\u6a19\u306e\u5024\u3068\u3001\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u6570\u5f0f\n- \u6240\u898b\u306e\u4e0b\u66f8\u304d\uff08AI\u751f\u6210\uff09\u3068\u3001**\u4eba\u304c\u4fee\u6b63\u3057\u305f\u5f8c\u306e\u6700\u7d42\u7248**\n- \u78ba\u8a8d\u8005\u3001\u78ba\u8a8d\u65e5\u6642\u3001\u5224\u65ad\u3057\u305f\u4e0e\u4fe1\u9650\u5ea6\n- \u53c2\u7167\u3057\u305f\u516c\u958b\u60c5\u5831\u306e\u53d6\u5f97\u65e5\n\n**AI\u751f\u6210\u306e\u4e0b\u66f8\u304d\u3068\u3001\u4eba\u304c\u78ba\u5b9a\u3057\u305f\u6700\u7d42\u7248\u3092\u5225\u3005\u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u5f8c\u3067\u4e0e\u4fe1\u5224\u65ad\u306e\u59a5\u5f53\u6027\u304c\u554f\u308f\u308c\u305f\u3068\u304d\u3001\u3069\u3053\u307e\u3067\u304c\u6a5f\u68b0\u306e\u51fa\u529b\u3067\u3001\u3069\u3053\u304b\u3089\u304c\u4eba\u306e\u5224\u65ad\u3060\u3063\u305f\u306e\u304b\u304c\u5206\u304b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":60,"after_minutes_per_case":21,"hourly_cost":4000,"before_hours_month":40,"after_hours_month":14,"saved_hours_month":26,"reduction_rate":65,"saved_hours_year":312,"annual_cost_effect":1248000,"summary":"\u53d6\u5f15\u5148\u304b\u3089\u53d7\u9818\u3057\u305f\u6c7a\u7b97\u66f8\u306ePDF\u3092\u5165\u529b\u306b\u3001\u8cb8\u501f\u5bfe\u7167\u8868\u3068\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u306a\u52d8\u5b9a\u79d1\u76ee\u30923\u671f\u5206\u53d6\u308a\u51fa\u3057\u3001\u793e\u5185\u3067\u6c7a\u3081\u3066\u3042\u308b\u6307\u6a19\uff08\u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3001\u6d41\u52d5\u6bd4\u7387\u3001\u58f2\u4e0a\u9ad8\u306e\u5897\u6e1b\u3001\u55b6\u696d\u5229\u76ca\u7387\u306a\u3069\uff09\u3092\u8a08\u7b97\u3057\u30661\u679a\u306e\u8868\u306b\u4e26\u3079\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3057\u305f\u6240\u898b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002","before_flow":"1. \u4e0e\u4fe1\u53f0\u5e33\u3092\u898b\u3066\u3001\u4eca\u6708\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u53d6\u5f15\u5148\u3092\u6d17\u3044\u51fa\u3059\n2. \u55b6\u696d\u7d4c\u7531\u3067\u6c7a\u7b97\u66f8\u3092\u4f9d\u983c\u3057\u3001PDF\u3067\u53d7\u3051\u53d6\u308b\uff08\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff09\n3. PDF\u3092\u958b\u304d\u3001\u8cb8\u501f\u5bfe\u7167\u8868\u3068\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u30923\u671f\u5206\u3001Excel\u306e\u6307\u6a19\u8868\u306b\u8ee2\u8a18\u3059\u308b\n4. \u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3001\u6d41\u52d5\u6bd4\u7387\u3001\u58f2\u4e0a\u9ad8\u5897\u6e1b\u7387\u3001\u55b6\u696d\u5229\u76ca\u7387\u306a\u3069\u3092\u8a08\u7b97\u3059\u308b\n5. \u793e\u5185\u306e\u5224\u65ad\u57fa\u6e96\uff08\u6307\u6a19\u306e\u95be\u5024\uff09\u3068\u7167\u3089\u3057\u3066\u3001\u6ce8\u610f\u3059\u3079\u304d\u70b9\u3092\u6d17\u3044\u51fa\u3059\n6. \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u76f4\u8fd1\u306e\u58f2\u639b\u6b8b\u9ad8\u3068\u652f\u6255\u9045\u5ef6\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3059\u308b\n7. \u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u3042\u308c\u3070\u8aad\u307f\u3001\u516c\u958b\u60c5\u5831\uff08\u5546\u53f7\u3084\u6240\u5728\u5730\u306e\u5909\u66f4\u306a\u3069\uff09\u3092\u78ba\u8a8d\u3059\u308b\n8. \u4e0e\u4fe1\u30ec\u30d3\u30e5\u30fc\u8cc7\u6599\u3092\u4f5c\u308a\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u6848\u3092\u4ed8\u3051\u3066\u6c7a\u88c1\u306b\u56de\u3059\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u8ee2\u8a18\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 3\u671f\u5206\u306e\u4e3b\u8981\u79d1\u76ee\u3092\u624b\u3067\u6253\u3064\u3068\u300125\u5206\u307b\u3069\u304b\u304b\u308a\u307e\u3059\u3002\u6c7a\u7b97\u66f8\u304c\u7d19\u306e\u30b9\u30ad\u30e3\u30f3\u3060\u3068\u3001\u3055\u3089\u306b\u8aad\u307f\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u79d1\u76ee\u540d\u306e\u5bfe\u5fdc\u4ed8\u3051\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u300c\u58f2\u639b\u91d1\u300d\u3068\u300c\u53d7\u53d6\u624b\u5f62\u300d\u3092\u5408\u7b97\u3059\u308b\u62c5\u5f53\u8005\u3068\u3001\u5206\u3051\u3066\u898b\u308b\u62c5\u5f53\u8005\u304c\u3044\u307e\u3059\u3002\u540c\u3058\u4f1a\u793e\u3092\u5225\u306e\u62c5\u5f53\u304c\u898b\u308b\u3068\u3001\u6307\u6a19\u306e\u5024\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u6240\u898b\u306e\u66f8\u304d\u65b9\u304c\u5c5e\u4eba\u7684\u3002** \u30d9\u30c6\u30e9\u30f3\u306f\u300c\u3053\u306e\u696d\u7a2e\u3067\u3053\u306e\u5728\u5eab\u56de\u8ee2\u306a\u3089\u6c17\u306b\u3057\u306a\u304f\u3066\u3088\u3044\u300d\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u6839\u62e0\u306f\u8cc7\u6599\u306b\u6b8b\u308a\u307e\u305b\u3093\u3002\u62c5\u5f53\u304c\u4ee3\u308f\u308b\u3068\u3001\u540c\u3058\u4f1a\u793e\u306e\u8a55\u4fa1\u304c\u63fa\u308c\u307e\u3059\u3002\n\n**\uff08d\uff09\u56de\u308a\u304d\u3089\u306a\u3044\u3002** \u670840\u793e\u30922\u540d\u3067\u56de\u3059\u3068\u30011\u4eba\u3042\u305f\u308a\u670820\u793e\u3002\u4ed6\u306e\u696d\u52d9\u3068\u4e26\u884c\u3059\u308b\u3068\u3001\u5f8c\u534a\u306e\u793e\u306f\u7c21\u7565\u5316\u3055\u308c\u307e\u3059\u3002**\u7d50\u679c\u3068\u3057\u3066\u3001\u5e741\u56de\u306e\u30ec\u30d3\u30e5\u30fc\u304c\u300c\u4e00\u90e8\u306e\u4f1a\u793e\u306f2\u5e74\u306b1\u56de\u300d\u306b\u306a\u3063\u3066\u3044\u304d\u307e\u3059\u3002**","before_flow_steps":["\u4e0e\u4fe1\u53f0\u5e33\u3092\u898b\u3066\u3001\u4eca\u6708\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u53d6\u5f15\u5148\u3092\u6d17\u3044\u51fa\u3059","\u55b6\u696d\u7d4c\u7531\u3067\u6c7a\u7b97\u66f8\u3092\u4f9d\u983c\u3057\u3001PDF\u3067\u53d7\u3051\u53d6\u308b\uff08\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff09","PDF\u3092\u958b\u304d\u3001\u8cb8\u501f\u5bfe\u7167\u8868\u3068\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u30923\u671f\u5206\u3001Excel\u306e\u6307\u6a19\u8868\u306b\u8ee2\u8a18\u3059\u308b","\u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3001\u6d41\u52d5\u6bd4\u7387\u3001\u58f2\u4e0a\u9ad8\u5897\u6e1b\u7387\u3001\u55b6\u696d\u5229\u76ca\u7387\u306a\u3069\u3092\u8a08\u7b97\u3059\u308b","\u793e\u5185\u306e\u5224\u65ad\u57fa\u6e96\uff08\u6307\u6a19\u306e\u95be\u5024\uff09\u3068\u7167\u3089\u3057\u3066\u3001\u6ce8\u610f\u3059\u3079\u304d\u70b9\u3092\u6d17\u3044\u51fa\u3059","\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u76f4\u8fd1\u306e\u58f2\u639b\u6b8b\u9ad8\u3068\u652f\u6255\u9045\u5ef6\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3059\u308b","\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u3042\u308c\u3070\u8aad\u307f\u3001\u516c\u958b\u60c5\u5831\uff08\u5546\u53f7\u3084\u6240\u5728\u5730\u306e\u5909\u66f4\u306a\u3069\uff09\u3092\u78ba\u8a8d\u3059\u308b","\u4e0e\u4fe1\u30ec\u30d3\u30e5\u30fc\u8cc7\u6599\u3092\u4f5c\u308a\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u6848\u3092\u4ed8\u3051\u3066\u6c7a\u88c1\u306b\u56de\u3059"],"after_flow":"1. \u4e0e\u4fe1\u53f0\u5e33\u304b\u3089\u3001\u4eca\u6708\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u53d6\u5f15\u5148\u3092\u81ea\u52d5\u3067\u6d17\u3044\u51fa\u3059\n2. \u6c7a\u7b97\u66f8PDF\u3092\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u4f9d\u983c\u3068\u53d7\u9818\u306f\u5f93\u6765\u3069\u304a\u308a\uff09\n3. **\u3010\u81ea\u52d5\u3011** PDF\u304b\u3089\u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u30923\u671f\u5206\u62bd\u51fa\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u79d1\u76ee\u540d\u3092\u793e\u5185\u306e\u6a19\u6e96\u79d1\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\uff08\u5bfe\u5fdc\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\uff09\n5. **\u3010\u81ea\u52d5\u3011** \u793e\u5185\u306e\u6307\u6a19\u3092\u8a08\u7b97\u3057\u30013\u671f\u5206\u3092\u4e26\u3079\u305f\u6307\u6a19\u8868\u3092\u4f5c\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u76f4\u8fd1\u306e\u58f2\u639b\u6b8b\u9ad8\u3068\u652f\u6255\u9045\u5ef6\u306e\u5c65\u6b74\u3092\u53d6\u5f97\u3057\u3066\u4e26\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3057\u305f\u3001\u6240\u898b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u4e0e\u4fe1\u7ba1\u7406\u62c5\u5f53\u304c\u3001\u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u3092\u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b\n10. **\u3010\u4eba\u3011** \u6240\u898b\u3092\u76f4\u3057\u3001**\u4e0e\u4fe1\u9650\u5ea6\u3092\u5224\u65ad\u3057\u3066**\u6c7a\u88c1\u306b\u56de\u3059\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8ee2\u8a18\u3059\u308b\u300d\u300c\u8a08\u7b97\u3059\u308b\u300d\u300c\u4e26\u3079\u308b\u300d\u300c\u6c17\u306b\u306a\u308b\u70b9\u3092\u6319\u3052\u308b\u300d\u306e4\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u6570\u5024\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u306e\u78ba\u8a8d\u300d\u3068\u300c\u4e0e\u4fe1\u306e\u5224\u65ad\u300d\u3067\u3059\u3002","after_flow_steps":["\u4e0e\u4fe1\u53f0\u5e33\u304b\u3089\u3001\u4eca\u6708\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u53d6\u5f15\u5148\u3092\u81ea\u52d5\u3067\u6d17\u3044\u51fa\u3059","\u6c7a\u7b97\u66f8PDF\u3092\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u4f9d\u983c\u3068\u53d7\u9818\u306f\u5f93\u6765\u3069\u304a\u308a\uff09","**\u3010\u81ea\u52d5\u3011** PDF\u304b\u3089\u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u30923\u671f\u5206\u62bd\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u79d1\u76ee\u540d\u3092\u793e\u5185\u306e\u6a19\u6e96\u79d1\u76ee\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\uff08\u5bfe\u5fdc\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\uff09","**\u3010\u81ea\u52d5\u3011** \u793e\u5185\u306e\u6307\u6a19\u3092\u8a08\u7b97\u3057\u30013\u671f\u5206\u3092\u4e26\u3079\u305f\u6307\u6a19\u8868\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u76f4\u8fd1\u306e\u58f2\u639b\u6b8b\u9ad8\u3068\u652f\u6255\u9045\u5ef6\u306e\u5c65\u6b74\u3092\u53d6\u5f97\u3057\u3066\u4e26\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3057\u305f\u3001\u6240\u898b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u4e0e\u4fe1\u7ba1\u7406\u62c5\u5f53\u304c\u3001\u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u3092\u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b","**\u3010\u4eba\u3011** \u6240\u898b\u3092\u76f4\u3057\u3001**\u4e0e\u4fe1\u9650\u5ea6\u3092\u5224\u65ad\u3057\u3066**\u6c7a\u88c1\u306b\u56de\u3059"],"architecture":"```\n\u53d6\u5f15\u5148\u304b\u3089\u53d7\u9818\u3057\u305f\u6c7a\u7b97\u66f8PDF\uff08\u30c7\u30b8\u30bf\u30ebPDF \/ \u30b9\u30ad\u30e3\u30f3PDF\uff09\n   \u2502\n   \u25bc\n\u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3054\u3068\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u67081\u65e5 + \u30d5\u30a1\u30a4\u30eb\u8ffd\u52a0\u6642\n\u51e6\u7406\u30b9\u30af\u30ea\u30d7\u30c8\uff08Python\uff09\n   \u2502\n   \u251c\u2500\u3010\u30b9\u30ad\u30e3\u30f3PDF\u3011\u2500\u2500\u25b6 Azure AI Document Intelligence\uff08prebuilt-layout\uff09\n   \u2502                        \u2514\u2500 \u8868\u3092\u884c\u5217\u3064\u304d\u3067\u62bd\u51fa \u2192 Markdown\/\u30c6\u30ad\u30b9\u30c8\u5316\n   \u2502\n   \u251c\u2500\u3010\u30c7\u30b8\u30bf\u30ebPDF\u3011\u2500\u2500\u25b6 LLM API \u306b\u76f4\u63a5\u6295\u5165\uff08citations \u3092\u6709\u52b9\u306b\u3059\u308b\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 LLM API \u2500\u2500 \u52d8\u5b9a\u79d1\u76ee\u3068\u91d1\u984d\u306e\u62bd\u51fa\uff08JSON\uff09\uff0b \u6839\u62e0\u30da\u30fc\u30b8\u306e\u63d0\u793a\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u6a19\u6e96\u79d1\u76ee\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051\uff08\u793e\u5185\u306e\u79d1\u76ee\u5bfe\u5fdc\u8868\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 \u2500\u2500 \u58f2\u639b\u6b8b\u9ad8\u30fb\u652f\u6255\u9045\u5ef6\u5c65\u6b74\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u56fd\u7a0e\u5e81 \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u2500\u2500 \u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u5c65\u6b74\n   \u2502\n   \u25bc\n\u6307\u6a19\u8868\uff083\u671f\u5206\uff09\uff0b \u6240\u898b\u306e\u4e0b\u66f8\u304d\n   \u2502\n   \u25bc\n\u78ba\u8a8d\u753b\u9762\uff08\u6c7a\u7b97\u66f8\u306e\u539f\u672c\u3068\u62bd\u51fa\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u308b\uff09\u2500\u2500\u3010\u4eba\u304c\u78ba\u8a8d\u30fb\u5224\u65ad\u3011\n   \u2502\n   \u25bc\n\u4e0e\u4fe1\u53f0\u5e33\u3078\u767b\u9332 \uff0b \u6c7a\u88c1\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Python | Google Apps Script\u3001Power Automate |\n| OCR | Azure AI Document Intelligence\uff08prebuilt-layout\uff09 | Google Document AI\u3001AWS Textract |\n| \u751f\u6210AI | Claude API\uff08PDF\u5bfe\u5fdc\u30fbcitations\uff09 | OpenAI API\u3001Gemini API |\n| \u5916\u90e8\u30c7\u30fc\u30bf | \u56fd\u7a0e\u5e81 \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API | \u5b98\u5831\u3001\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8 |\n| \u53f0\u5e33 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Excel\u3001kintone |\n\n**\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5148\u306b\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6c7a\u7b97\u66f8\u306e\u6570\u5024\u5316\u3001\u6307\u6a19\u306e\u7b97\u51fa\u3001\u70b9\u6570\u5316\u307e\u3067\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f1a\u793e\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001**\u81ea\u793e\u306e\u5224\u65ad\u57fa\u6e96\uff08\u696d\u7a2e\u3054\u3068\u306e\u95be\u5024\u3084\u3001\u53d6\u5f15\u984d\u306b\u5fdc\u3058\u305f\u898b\u65b9\uff09\u3092\u53cd\u6620\u3055\u305b\u305f\u3044\u5834\u5408**\u3001\u307e\u305f\u306f\u53d6\u5f15\u5148\u304b\u3089\u76f4\u63a5\u53d7\u9818\u3057\u305f\u6c7a\u7b97\u66f8\u304c\u8abf\u67fb\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u3088\u308a\u65b0\u3057\u3044\u5834\u5408\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u67081\u65e5\u306e\u5b9a\u671f\u5b9f\u884c**\u3068\u3001**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u6c7a\u7b97\u66f8PDF\u306e\u8ffd\u52a0**\u306e2\u3064\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\n\n\u5b9a\u671f\u5b9f\u884c\u3067\u306f\u3001\u4e0e\u4fe1\u53f0\u5e33\u304b\u3089\u300c\u524d\u56de\u30ec\u30d3\u30e5\u30fc\u304b\u308911\u304b\u6708\u4ee5\u4e0a\u7d4c\u904e\u300d\u306e\u53d6\u5f15\u5148\u3092\u6d17\u3044\u51fa\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\u6c7a\u7b97\u66f8\u304c\u672a\u5165\u624b\u306e\u4f1a\u793e\u306f\u3001\u55b6\u696d\u3078\u306e\u4f9d\u983c\u30ea\u30b9\u30c8\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u8ffd\u52a0\u306f\u3001\u6c7a\u7b97\u66f8\u304c\u5c4a\u3044\u305f\u6642\u70b9\u3067\u51e6\u7406\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002**\u6c7a\u7b97\u671f\u306f\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001\u6708\u521d\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u8a2d\u8a08\u3060\u3051\u3067\u306f\u3001\u5c4a\u3044\u305fPDF\u304c1\u304b\u6708\u653e\u7f6e\u3055\u308c\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6c7a\u7b97\u66f8PDF | \u8cb8\u501f\u5bfe\u7167\u8868\u3001\u640d\u76ca\u8a08\u7b97\u66f8\u3001\u8ca9\u58f2\u8cbb\u53ca\u3073\u4e00\u822c\u7ba1\u7406\u8cbb\u660e\u7d30\u30013\u671f\u5206 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u79d1\u76ee\u5bfe\u5fdc\u8868 | \u6c7a\u7b97\u66f8\u306e\u79d1\u76ee\u540d\u3068\u793e\u5185\u6a19\u6e96\u79d1\u76ee\u306e\u5bfe\u5fdc\uff08\u8868\u8a18\u3086\u308c\u3092\u542b\u3080\uff09 | \u8ca1\u52d9\u90e8\u306e\u7ba1\u7406\u6587\u66f8 |\n| \u5224\u65ad\u57fa\u6e96 | \u6307\u6a19\u3054\u3068\u306e\u95be\u5024\u3001\u696d\u7a2e\u5225\u306e\u76ee\u5b89 | \u4e0e\u4fe1\u7ba1\u7406\u898f\u7a0b |\n| \u58f2\u639b\u6b8b\u9ad8\u30fb\u652f\u6255\u9045\u5ef6\u5c65\u6b74 | \u76f4\u8fd112\u304b\u6708\u306e\u6b8b\u9ad8\u63a8\u79fb\u3001\u9045\u5ef6\u65e5\u6570 | \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u4e0e\u4fe1\u53f0\u5e33 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u6cd5\u4eba\u756a\u53f7\u3001\u73fe\u5728\u306e\u4e0e\u4fe1\u9650\u5ea6\u3001\u524d\u56de\u30ec\u30d3\u30e5\u30fc\u65e5 | Excel\uff0f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u516c\u958b\u60c5\u5831 | \u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u3001\u767b\u8a18\u8a18\u9332\u306e\u9589\u9396 | \u56fd\u7a0e\u5e81 \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u6c7a\u7b97\u66f8PDF\uff1a** \u30c7\u30b8\u30bf\u30ebPDF\u304b\u30b9\u30ad\u30e3\u30f3PDF\u304b\u3067\u7d4c\u8def\u3092\u5206\u3051\u307e\u3059\u3002\n\n\u30c7\u30b8\u30bf\u30ebPDF\u306f\u3001Claude API \u306b\u76f4\u63a5\u6e21\u305b\u307e\u3059\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u6700\u592732MB\u30fb600\u30da\u30fc\u30b8\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u304c1M\u30c8\u30fc\u30af\u30f3\u672a\u6e80\u306e\u5834\u5408\u306f100\u30da\u30fc\u30b8\uff09\u307e\u3067\u6271\u3048\u307e\u3059\u3002\u5404\u30da\u30fc\u30b8\u306f\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u8868\u7d44\u307f\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3082\u8aad\u3081\u307e\u3059\u3002\u5927\u304d\u306a\u30d5\u30a1\u30a4\u30eb\u306f Files API \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066 `file_id` \u3067\u53c2\u7167\u3059\u308b\u3068\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u672c\u4f53\u3092\u5c0f\u3055\u304f\u3067\u304d\u307e\u3059\u3002\n\n\u30b9\u30ad\u30e3\u30f3PDF\u306f\u3001\u5148\u306bOCR\u306b\u901a\u3057\u307e\u3059\u3002**\u3053\u308c\u306f\u7701\u7565\u3067\u304d\u307e\u305b\u3093\u3002** Claude \u306e citations \u6a5f\u80fd\u306f\u3001PDF\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3057\u3066\u6587\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001**\u30c6\u30ad\u30b9\u30c8\u3092\u542b\u307e\u306a\u3044\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u306ePDF\u306f\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u305b\u3093\u3002** \u6839\u62e0\u30da\u30fc\u30b8\u3092\u793a\u305b\u306a\u304f\u306a\u308b\u3068\u3001\u3053\u306e\u696d\u52d9\u3067\u306f\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\nOCR\u306b\u306f Azure AI Document Intelligence \u306e prebuilt-layout \u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u8868\u3092\u884c\u6570\u30fb\u5217\u6570\u30fb\u884c\u7d50\u5408\u30fb\u5217\u7d50\u5408\u306e\u60c5\u5831\u3064\u304d\u3067\u62bd\u51fa\u3057\u3001`outputContentFormat=markdown` \u3067Markdown\u5f62\u5f0f\u306e\u51fa\u529b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002v4.0\uff082024-11-30 GA\uff09\u4ee5\u964d\u306f\u3001\u7d50\u5408\u30bb\u30eb\u3084\u8907\u6570\u884c\u30d8\u30c3\u30c0\u30fc\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u8868\u304cHTML\u5f62\u5f0f\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u3002**\u6c7a\u7b97\u66f8\u306f\u7d50\u5408\u30bb\u30eb\u3068\u968e\u5c64\u306e\u3042\u308b\u8868\u306e\u584a\u306a\u306e\u3067\u3001\u3053\u3053\u304c\u52b9\u304d\u307e\u3059\u3002**\n\n**\u516c\u958b\u60c5\u5831\uff1a** \u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u3067\u3001\u6cd5\u4eba\u756a\u53f7\u3092\u6307\u5b9a\u3057\u3066\u57fa\u672c3\u60c5\u5831\uff08\u5546\u53f7\u307e\u305f\u306f\u540d\u79f0\u3001\u672c\u5e97\u307e\u305f\u306f\u4e3b\u305f\u308b\u4e8b\u52d9\u6240\u306e\u6240\u5728\u5730\u3001\u6cd5\u4eba\u756a\u53f7\uff09\u3068\u5909\u66f4\u5c65\u6b74\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u5229\u7528\u306b\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3ID\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u767a\u884c\u306b\u8cbb\u7528\u306f\u304b\u304b\u308a\u307e\u305b\u3093\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u6307\u5b9a\u3067\u304d\u308b\u6cd5\u4eba\u756a\u53f7\u306f\u6700\u592710\u4ef6\u3001\u671f\u9593\u6307\u5b9a\u306b\u3088\u308b\u53d6\u5f97\u306f\u6700\u592750\u65e5\u307e\u3067\u3067\u3001\u5168\u4ef6\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306f\u3067\u304d\u307e\u305b\u3093\u3002**\u670840\u793e\u306a\u3089\u300110\u4ef6\u305a\u30644\u56de\u306b\u5206\u3051\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\n\n**\u58f2\u639b\u6b8b\u9ad8\uff1a** \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3001\u307e\u305f\u306f\u6708\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u53c2\u7167\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **PDF\u306e\u7a2e\u5225\u5224\u5b9a** \u2026 \u30c6\u30ad\u30b9\u30c8\u304c\u62bd\u51fa\u3067\u304d\u308b\u304b\u3092\u8abf\u3079\u3001\u3067\u304d\u306a\u3051\u308c\u3070\u30b9\u30ad\u30e3\u30f3PDF\u3068\u3057\u3066OCR\u3078\u56de\u3057\u307e\u3059\n2. **\u5bfe\u8c61\u30da\u30fc\u30b8\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u6c7a\u7b97\u66f8\u4e00\u5f0f\u306b\u306f\u52d8\u5b9a\u79d1\u76ee\u5185\u8a33\u660e\u7d30\u66f8\u3084\u7a0e\u52d9\u7533\u544a\u66f8\u304c\u7db4\u3058\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u30fb\u8ca9\u58f2\u7ba1\u7406\u8cbb\u660e\u7d30\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u7d5e\u308b\u3068\u3001\u7cbe\u5ea6\u304c\u4e0a\u304c\u308a\u8cbb\u7528\u3082\u4e0b\u304c\u308a\u307e\u3059\n3. **\u671f\u306e\u7279\u5b9a** \u2026 3\u671f\u5206\u304c1\u30d5\u30a1\u30a4\u30eb\u306e\u3053\u3068\u3082\u3042\u308c\u3070\u30013\u30d5\u30a1\u30a4\u30eb\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u6c7a\u7b97\u671f\u3092\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u8aad\u307f\u53d6\u308a\u3001\u3069\u306e\u671f\u306e\u3082\u306e\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\n4. **\u5358\u4f4d\u306e\u78ba\u8a8d** \u2026 \u300c\u5358\u4f4d\uff1a\u5343\u5186\u300d\u306e\u8868\u8a18\u3092\u62fe\u3044\u307e\u3059\u3002**\u3053\u3053\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u6307\u6a19\u304c1000\u500d\u305a\u308c\u307e\u3059**\n5. **Excel\u3067\u53d7\u9818\u3057\u305f\u5834\u5408** \u2026 .xlsx \u306f document \u30d6\u30ed\u30c3\u30af\u3067\u76f4\u63a5\u6271\u3048\u306a\u3044\u305f\u3081\u3001CSV\u304bPDF\u306b\u5909\u63db\u3057\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u52d8\u5b9a\u79d1\u76ee\u3068\u91d1\u984d\u306e\u62bd\u51fa | \u8cb8\u501f\u5bfe\u7167\u8868\u30fb\u640d\u76ca\u8a08\u7b97\u66f8\u306e\u4e3b\u8981\u79d1\u76ee\u3092\u3001\u79d1\u76ee\u540d\u3068\u91d1\u984d\u306e\u7d44\u3067\u53d6\u308a\u51fa\u3059 |\n| \u6839\u62e0\u30da\u30fc\u30b8\u306e\u63d0\u793a | \u3069\u306e\u30da\u30fc\u30b8\u306e\u3069\u306e\u884c\u304b\u3089\u53d6\u3063\u305f\u6570\u5024\u304b\u3092\u793a\u3059 |\n| \u79d1\u76ee\u540d\u306e\u5bc4\u305b | \u300c\u58f2\u639b\u50b5\u6a29\u300d\u3092\u793e\u5185\u6a19\u6e96\u79d1\u76ee\u306e\u300c\u58f2\u639b\u91d1\u300d\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\u5019\u88dc\u3092\u51fa\u3059 |\n| \u5358\u4f4d\u3068\u671f\u306e\u5224\u5225 | \u5343\u5186\u5358\u4f4d\u304b\u5186\u5358\u4f4d\u304b\u3001\u3069\u306e\u6c7a\u7b97\u671f\u306e\u3082\u306e\u304b\u3092\u5224\u5225\u3059\u308b |\n| \u6240\u898b\u306e\u4e0b\u66f8\u304d | \u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u76ee\u7acb\u3064\u70b9\u3092\u3001\u6839\u62e0\u306e\u6570\u5024\u3064\u304d\u3067\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b |\n| \u4e0d\u6574\u5408\u306e\u6307\u6458 | \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044\u3001\u524d\u671f\u672b\u3068\u5f53\u671f\u9996\u304c\u5408\u308f\u306a\u3044\u3068\u3044\u3063\u305f\u70b9\u3092\u6319\u3052\u308b |\n\n**\u6307\u6a19\u306e\u8a08\u7b97\u306fAI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u3084\u6d41\u52d5\u6bd4\u7387\u306f\u3001\u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002**\u8a08\u7b97\u3092LLM\u306b\u4efb\u305b\u308b\u3068\u3001\u691c\u7b97\u3067\u304d\u306a\u3044\u6570\u5024\u304c\u8cc7\u6599\u306b\u8f09\u308a\u307e\u3059\u3002** AI\u306e\u5f79\u5272\u306f\u300cPDF\u304b\u3089\u6570\u5024\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u300d\u3068\u300c\u53d6\u308a\u51fa\u3057\u305f\u6570\u5024\u3092\u3082\u3068\u306b\u6587\u7ae0\u3092\u66f8\u304f\u3053\u3068\u300d\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\n\n**\u4e0e\u4fe1\u306e\u53ef\u5426\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u91d1\u984d\u3001\u4fe1\u7528\u683c\u4ed8\u3051\u3082AI\u306b\u306f\u51fa\u3055\u305b\u307e\u305b\u3093\u3002** \u6240\u898b\u306e\u4e0b\u66f8\u304d\u306f\u300c\u81ea\u5df1\u8cc7\u672c\u6bd4\u7387\u304c\u524d\u671f\u306e18\uff05\u304b\u30899\uff05\u306b\u4f4e\u4e0b\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u6307\u6458\u307e\u3067\u3068\u3057\u3001\u300c\u53d6\u5f15\u3092\u7e2e\u5c0f\u3059\u3079\u304d\u300d\u3068\u3044\u3046\u7d50\u8ad6\u306f\u66f8\u304b\u305b\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\u4e0e\u4fe1\u7ba1\u7406\u3092\u62c5\u5f53\u3059\u308b\u8ca1\u52d9\u90e8\u54e1\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u53d6\u5f15\u5148\u306e\u6c7a\u7b97\u66f8\u304b\u3089\u3001\u793e\u5185\u306e\u6307\u6a19\u8868\u306b\u5165\u308c\u308b\u52d8\u5b9a\u79d1\u76ee\u3068\u91d1\u984d\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6c7a\u7b97\u66f8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u306a\u3044\u79d1\u76ee\u306f\u30010 \u3092\u5165\u308c\u305a\u306b null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8a72\u5f53\u306a\u3057\u300d\u3068\u300c\u8a18\u8f09\u306a\u3057\u300d\u3092\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u6570\u5024\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5358\u4f4d\u304c\u5343\u5186\u306e\u5834\u5408\u306f unit \u306b \"thousand_yen\" \u3068\u5165\u308c\u3001\n  \u91d1\u984d\u305d\u306e\u3082\u306e\u306f\u6c7a\u7b97\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5186\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3069\u306e\u30da\u30fc\u30b8\u304b\u3089\u53d6\u3063\u305f\u6570\u5024\u304b\u3092 page \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u79d1\u76ee\u540d\u304c\u793e\u5185\u306e\u6a19\u6e96\u79d1\u76ee\u3068\u9055\u3046\u5834\u5408\u306f\u3001\u539f\u6587\u306e\u79d1\u76ee\u540d\u3092 source_label \u306b\u6b8b\u3057\u3001\n  \u5bfe\u5fdc\u4ed8\u3051\u305f\u6a19\u6e96\u79d1\u76ee\u3092 account \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3010\u79d1\u76ee\u5bfe\u5fdc\u8868\u3011\u306b\u306a\u3044\u79d1\u76ee\u540d\u306f\u3001account \u3092 null \u306b\u3057\u3001unmapped \u306b\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0e\u4fe1\u306e\u53ef\u5426\u3001\u4e0e\u4fe1\u9650\u5ea6\u3001\u683c\u4ed8\u3051\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5224\u65ad\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002\u3042\u306a\u305f\u306f\u4e8b\u5b9f\u306e\u6307\u6458\u307e\u3067\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u306b\u306f\u3001\u5fc5\u305a\u6839\u62e0\u3068\u306a\u308b\u6570\u5024\u3068\u671f\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8ca1\u52d9\u72b6\u614b\u304c\u60aa\u5316\u3057\u3066\u3044\u308b\u300d\u3060\u3051\u306e\u8a18\u8ff0\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044\u3001\u524d\u671f\u672b\u3068\u5f53\u671f\u9996\u304c\u5408\u308f\u306a\u3044\u7b49\u304c\u3042\u308c\u3070\n  inconsistencies \u306b\u5217\u6319\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6570\u5024\u3092\u8abf\u6574\u3057\u3066\u5408\u308f\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u79d1\u76ee\u5bfe\u5fdc\u8868\u3011\n{account_mapping}\n\n\u3010\u793e\u5185\u306e\u5224\u65ad\u57fa\u6e96\uff08\u6307\u6a19\u3068\u95be\u5024\uff09\u3011\n{credit_criteria}\n\n\u3010\u6c7a\u7b97\u66f8\u3011\n{financial_statements}\n```\n\n**\u300c0 \u3092\u5165\u308c\u305a\u306b null\u300d\u3068\u300c\u4e0e\u4fe1\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u300d\u306e2\u884c\u304c\u8981\u3067\u3059\u3002** \u524d\u8005\u306f\u3001\u8a18\u8f09\u306e\u306a\u3044\u79d1\u76ee\u30920\u3068\u3057\u3066\u6271\u3046\u3068\u6307\u6a19\u304c\u5b9f\u614b\u3068\u305a\u308c\u308b\u305f\u3081\u3067\u3059\u3002\u5f8c\u8005\u306f\u3001AI\u306e\u66f8\u3044\u305f\u7d50\u8ad6\u304c\u8cc7\u6599\u306b\u6b8b\u308b\u3068\u3001\u6c7a\u88c1\u306e\u5834\u3067\u305d\u308c\u304c\u5224\u65ad\u306e\u6839\u62e0\u3068\u3057\u3066\u6271\u308f\u308c\u304b\u306d\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"company_name\": \"\",\n  \"corporate_number\": \"\",\n  \"fiscal_periods\": [\n    {\n      \"period_end\": \"\",\n      \"unit\": \"yen | thousand_yen | million_yen\",\n      \"accounts\": [\n        { \"account\": \"\", \"source_label\": \"\", \"amount\": 0, \"page\": 0 }\n      ]\n    }\n  ],\n  \"unmapped\": [],\n  \"inconsistencies\": [],\n  \"observations\": [\n    { \"point\": \"\", \"evidence\": \"\", \"period\": \"\" }\n  ]\n}\n```\n\n\u91d1\u984d\u3092\u6570\u5024\u578b\u3067\u56fa\u5b9a\u3057\u3001\u5358\u4f4d\u3092\u5225\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u6301\u305f\u305b\u3066\u3044\u307e\u3059\u3002**\u300c1,234\u5343\u5186\u300d\u306e\u3088\u3046\u306a\u6587\u5b57\u5217\u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u5f8c\u6bb5\u306e\u8a08\u7b97\u3067\u5fc5\u305a\u58ca\u308c\u307e\u3059\u3002**\n\ncitations \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u56de\u7b54\u306b\u4f7f\u3063\u305f\u7b87\u6240\u304c\u6587\u5358\u4f4d\u3067\u8fd4\u308a\u3001PDF\u306e\u5834\u5408\u306f `page_location`\uff08\u30da\u30fc\u30b8\u4f4d\u7f6e\uff09\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002**\u6839\u62e0\u306e\u30da\u30fc\u30b8\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308b\u3068\u3001\u78ba\u8a8d\u753b\u9762\u3067\u305d\u306e\u30da\u30fc\u30b8\u3092\u76f4\u63a5\u958b\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7a81\u5408\u306e\u6642\u9593\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u6307\u6a19\u8868\u3068\u6240\u898b\u306e\u4e0b\u66f8\u304d\u306f\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u51fa\u529b\u3057\u307e\u3059\u3002\u4e0e\u4fe1\u53f0\u5e33\u3078\u306e\u767b\u9332\u306f\u3001\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u305f\u5f8c\u306b\u884c\u3044\u307e\u3059\u3002\n\n**\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u4e0e\u4fe1\u9650\u5ea6\u306e\u66f8\u304d\u623b\u3057\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u542b\u3081\u307e\u305b\u3093\u3002** \u4e0e\u4fe1\u9650\u5ea6\u306e\u5909\u66f4\u306f\u6c7a\u88c1\u3092\u7d4c\u3066\u53cd\u6620\u3055\u308c\u308b\u5024\u306a\u306e\u3067\u3001\u627f\u8a8d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5916\u3067\u81ea\u52d5\u66f4\u65b0\u3059\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u56fd\u7a0e\u5e81\u306e\u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u304b\u3089\u53d6\u5f97\u3057\u305f\u5546\u53f7\u30fb\u6240\u5728\u5730\u306e\u5909\u66f4\u306f\u3001\u4e0e\u4fe1\u53f0\u5e33\u306e\u767b\u8a18\u60c5\u5831\u3068\u6bd4\u8f03\u3057\u3001\u5dee\u5206\u304c\u3042\u308c\u3070\u6240\u898b\u306b\u52a0\u3048\u307e\u3059\u3002**\u5546\u53f7\u5909\u66f4\u3084\u6240\u5728\u5730\u306e\u79fb\u8ee2\u306f\u3001\u305d\u308c\u81ea\u4f53\u304c\u4e0e\u4fe1\u4e0a\u306e\u78ba\u8a8d\u4e8b\u9805\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6bb5\u968e\u7684\u306a\u81ea\u52d5\u5316\u3082\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u8cc7\u6599\u304c\u4e0e\u4fe1\u9650\u5ea6\u3068\u3044\u3046\u91d1\u984d\u306e\u6c7a\u88c1\u306b\u4f7f\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002\u8aa4\u3063\u305f\u6570\u5024\u306b\u3082\u3068\u3065\u3044\u3066\u9650\u5ea6\u3092\u4e0a\u3052\u308c\u3070\u3001\u56de\u53ce\u4e0d\u80fd\u306e\u640d\u5931\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3059\u308b\u306e\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002\n\n- \u62bd\u51fa\u3055\u308c\u305f\u6570\u5024\u304c\u3001\u6c7a\u7b97\u66f8\u306e\u539f\u672c\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\uff08\u3068\u304f\u306b\u81ea\u5df1\u8cc7\u672c\u3001\u58f2\u4e0a\u9ad8\u3001\u55b6\u696d\u5229\u76ca\u3001\u73fe\u9810\u91d1\u3001\u501f\u5165\u91d1\uff09\n- \u79d1\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\u304c\u59a5\u5f53\u304b\uff08`unmapped` \u306b\u5165\u3063\u305f\u79d1\u76ee\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b\uff09\n- \u6240\u898b\u306e\u4e0b\u66f8\u304d\u304c\u3001\u4e8b\u5b9f\u3068\u3057\u3066\u6b63\u3057\u3044\u304b\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u6c7a\u7b97\u66f8\u306e\u539f\u672c\u3068\u62bd\u51fa\u7d50\u679c\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- citations \u3067\u8fd4\u308b\u6839\u62e0\u30da\u30fc\u30b8\u756a\u53f7\u304b\u3089\u3001PDF\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3078\u76f4\u63a5\u98db\u3079\u308b\u3088\u3046\u306b\u3059\u308b\n- \u524d\u671f\u3068\u6bd4\u3079\u3066\u5927\u304d\u304f\u52d5\u3044\u305f\u79d1\u76ee\u306b\u8272\u3092\u4ed8\u3051\u308b\n- \u8cb8\u501f\u306e\u4e00\u81f4\u691c\u7b97\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u5074\u3067\u884c\u3044\u3001**\u5408\u308f\u306a\u3044\u5834\u5408\u306f\u78ba\u8a8d\u524d\u306b\u6b62\u3081\u308b**\n\n\u6700\u5f8c\u306e\u691c\u7b97\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002**\u8cb8\u501f\u304c\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u4e3b\u8981\u79d1\u76ee\u306e\u62bd\u51fa\u306f\u304a\u304a\u3080\u306d\u6b63\u3057\u3044\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u5168\u79d1\u76ee\u30921\u3064\u305a\u3064\u76ee\u3067\u8ffd\u3046\u3053\u3068\u306b\u306a\u308a\u3001\u78ba\u8a8d\u306b30\u5206\u4ee5\u4e0a\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3PDF\u3067\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | OCR\u306e\u78ba\u4fe1\u5ea6\u3092\u898b\u3066\u3001\u4f4e\u3051\u308c\u3070\u4eba\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u5024\u3092\u5165\u308c\u306a\u3044** |\n| \u8cb8\u501f\u304c\u4e00\u81f4\u3057\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3059\u3002**\u6570\u5024\u3092\u8abf\u6574\u3057\u3066\u5408\u308f\u305b\u306a\u3044** |\n| \u79d1\u76ee\u5bfe\u5fdc\u8868\u306b\u306a\u3044\u79d1\u76ee\u540d | `unmapped` \u306b\u5165\u308c\u3066\u4eba\u3078\u56de\u3059\u3002\u4f3c\u305f\u79d1\u76ee\u306b\u52dd\u624b\u306b\u5bc4\u305b\u306a\u3044 |\n| 3\u671f\u5206\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u305d\u308d\u3063\u3066\u3044\u308b\u671f\u3060\u3051\u3067\u6307\u6a19\u8868\u3092\u4f5c\u308a\u3001\u4e0d\u8db3\u3092\u660e\u793a\u3059\u308b\u3002\u63a8\u8a08\u3067\u57cb\u3081\u306a\u3044 |\n| \u5358\u4f4d\u306e\u8a18\u8f09\u304c\u306a\u3044 | \u4eba\u3078\u56de\u3059\u3002\u91d1\u984d\u306e\u6841\u304b\u3089\u63a8\u6e2c\u3055\u305b\u306a\u3044 |\n| \u6c7a\u7b97\u66f8\u304c\u500b\u4eba\u4e8b\u696d\u4e3b\u306e\u78ba\u5b9a\u7533\u544a\u66f8 | \u69d8\u5f0f\u304c\u9055\u3046\u3002\u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u5916\u3068\u3057\u3001\u4eba\u3078\u56de\u3059 |\n| \u9023\u7d50\u3068\u5358\u4f53\u304c\u6df7\u5728\u3057\u3066\u3044\u308b | \u3069\u3061\u3089\u306e\u6570\u5024\u304b\u3092\u660e\u793a\u3055\u305b\u3001\u6df7\u305c\u306a\u3044\u3002\u5224\u5225\u3067\u304d\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| \u6cd5\u4eba\u756a\u53f7\u304c\u4e0e\u4fe1\u53f0\u5e33\u306b\u306a\u3044 | \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0\u306e\u540d\u79f0\u691c\u7d22\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u4eba\u304c\u7279\u5b9a\u3059\u308b\u3002**\u81ea\u52d5\u3067\u78ba\u5b9a\u3057\u306a\u3044** |\n| \u6c7a\u7b97\u66f8\u304c\u5165\u624b\u3067\u304d\u306a\u3044 | \u8cc7\u6599\u3092\u4f5c\u3089\u305a\u3001\u672a\u5165\u624b\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3059\u3002\u4fe1\u7528\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u4ee3\u66ff\u3057\u306a\u3044 |\n| LLM\u304c\u6240\u898b\u306b\u7d50\u8ad6\u3092\u66f8\u3044\u3066\u3057\u307e\u3063\u305f | \u6240\u898b\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4e8b\u5b9f\u306e\u8a18\u8ff0\u306b\u9650\u5b9a\u3057\u3001\u78ba\u8a8d\u753b\u9762\u3067\u7d50\u8ad6\u7684\u306a\u8868\u73fe\u3092\u691c\u77e5\u3057\u3066\u8b66\u544a\u3059\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u5224\u65ad\u306e\u6839\u62e0\u3092\u6b8b\u3059\u3053\u3068\u304c\u898f\u7a0b\u4e0a\u306e\u8981\u4ef6\u306b\u306a\u308a\u307e\u3059\u3002**\n\n- \u6c7a\u7b97\u66f8PDF\u306e\u539f\u672c\uff08\u53d7\u9818\u65e5\u3064\u304d\uff09\n- \u62bd\u51fa\u7d50\u679c\uff08\u751f\u306eJSON\uff09\u3068\u3001\u6839\u62e0\u30da\u30fc\u30b8\n- \u8a08\u7b97\u3057\u305f\u6307\u6a19\u306e\u5024\u3068\u3001\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u6570\u5f0f\n- \u6240\u898b\u306e\u4e0b\u66f8\u304d\uff08AI\u751f\u6210\uff09\u3068\u3001**\u4eba\u304c\u4fee\u6b63\u3057\u305f\u5f8c\u306e\u6700\u7d42\u7248**\n- \u78ba\u8a8d\u8005\u3001\u78ba\u8a8d\u65e5\u6642\u3001\u5224\u65ad\u3057\u305f\u4e0e\u4fe1\u9650\u5ea6\n- \u53c2\u7167\u3057\u305f\u516c\u958b\u60c5\u5831\u306e\u53d6\u5f97\u65e5\n\n**AI\u751f\u6210\u306e\u4e0b\u66f8\u304d\u3068\u3001\u4eba\u304c\u78ba\u5b9a\u3057\u305f\u6700\u7d42\u7248\u3092\u5225\u3005\u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u5f8c\u3067\u4e0e\u4fe1\u5224\u65ad\u306e\u59a5\u5f53\u6027\u304c\u554f\u308f\u308c\u305f\u3068\u304d\u3001\u3069\u3053\u307e\u3067\u304c\u6a5f\u68b0\u306e\u51fa\u529b\u3067\u3001\u3069\u3053\u304b\u3089\u304c\u4eba\u306e\u5224\u65ad\u3060\u3063\u305f\u306e\u304b\u304c\u5206\u304b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u6c7a\u7b97\u66f8PDF\u309210\u793e\u5206\u7528\u610f\u3059\u308b\uff08\u30c7\u30b8\u30bf\u30ebPDF\u3068\u30b9\u30ad\u30e3\u30f3PDF\u3092\u6df7\u305c\u308b\uff09\n2. \u793e\u5185\u306e\u79d1\u76ee\u5bfe\u5fdc\u8868\u3068\u5224\u65ad\u57fa\u6e96\u3092\u30c6\u30ad\u30b9\u30c8\u306b\u307e\u3068\u3081\u308b\n3. ChatGPT\u304bClaude\u306e\u753b\u9762\u306b\u6c7a\u7b97\u66f8PDF\u30921\u793e\u305a\u3064\u6295\u5165\u3057\u3001\u4e0a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a66\u3059\n4. \u62bd\u51fa\u3055\u308c\u305f\u4e3b\u8981\u79d1\u76ee\uff08\u81ea\u5df1\u8cc7\u672c\u3001\u58f2\u4e0a\u9ad8\u3001\u55b6\u696d\u5229\u76ca\u3001\u73fe\u9810\u91d1\u3001\u501f\u5165\u91d1\uff09\u304c\u539f\u672c\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u6570\u3048\u308b\n5. \u8cb8\u501f\u304c\u4e00\u81f4\u3059\u308b\u304b\u3092\u691c\u7b97\u3059\u308b\n\n**\u3053\u306e\u691c\u8a3c\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u6c7a\u7b97\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306f\u3001\u66f8\u5f0f\u3068PDF\u306e\u4f5c\u3089\u308c\u65b9\u306b\u5f37\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| 10\u793e\u306e\u7d50\u679c | \u5224\u65ad |\n|:--|:--|\n| \u4e3b\u89815\u79d1\u76ee\u304c10\u793e\u3068\u3082\u4e00\u81f4\u3057\u3001\u8cb8\u501f\u3082\u5408\u3046 | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b |\n| 8\u301c9\u793e\u3067\u4e00\u81f4 | \u4f7f\u3048\u308b\u304c\u3001\u8cb8\u501f\u306e\u691c\u7b97\u3092\u5fc5\u305a\u5165\u308c\u308b\u3002\u5408\u308f\u306a\u3044\u793e\u306f\u4eba\u304c\u51e6\u7406\u3059\u308b |\n| \u30b9\u30ad\u30e3\u30f3PDF\u3060\u3051\u7cbe\u5ea6\u304c\u843d\u3061\u308b | OCR\u3092\u524d\u6bb5\u306b\u5165\u308c\u308b\u3002\u30c7\u30b8\u30bf\u30ebPDF\u3068\u306f\u7d4c\u8def\u3092\u5206\u3051\u308b |\n| \u534a\u6570\u4ee5\u4e0b | \u6c7a\u7b97\u66f8\u306e\u66f8\u5f0f\u306e\u5e45\u304c\u5927\u304d\u3059\u304e\u308b\u3002\u4e3b\u8981\u79d1\u76ee\u3060\u3051\u306b\u7d5e\u3063\u3066\u518d\u691c\u8a3c\u3059\u308b |\n\n\u6240\u898b\u306e\u4e0b\u66f8\u304d\u306f\u3001\u6307\u6a19\u8868\u3092\u305d\u306e\u307e\u307e\u8cbc\u3063\u3066\u300c\u793e\u5185\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u6c17\u306b\u306a\u308b\u70b9\u3092\u3001\u6839\u62e0\u306e\u6570\u5024\u3064\u304d\u3067\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u7d50\u8ad6\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u8a66\u305b\u307e\u3059\u3002","minimal_setup_short":"\u751f\u6210AI\u306e\u753b\u9762\u306b\u6c7a\u7b97\u66f8PDF\u3092\u6295\u5165\u3057\u3001\u62bd\u51fa\u7d50\u679c\u3092Excel\u3078\u30b3\u30d4\u30fc\u3059\u308b \uff0f \u8aad\u307f\u53d6\u308a\u306e\u307f","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 \u62bd\u51fa \u2192 \u6307\u6a19\u8a08\u7b97 \u2192 \u6307\u6a19\u8868\u3068\u6240\u898b\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u529b \u2192 \u4eba\u304c\u78ba\u8a8d \uff0f \u8ee2\u8a18\u30fb\u8a08\u7b97\u30fb\u4e0b\u66f8\u304d","full_setup":"\u4e0a\u8a18\uff0b\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u58f2\u639b\u60c5\u5831\uff0b\u516c\u958b\u60c5\u5831\u306e\u81ea\u52d5\u78ba\u8a8d\uff0b\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u81ea\u52d5\u62bd\u51fa \uff0f \u78ba\u8a8d\u3068\u5224\u65ad\u4ee5\u5916","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u300160\u5206\u304c30\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u306e25\u5206\u3068\u8a08\u7b97\u306e10\u5206\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u306821\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002\u58f2\u639b\u6b8b\u9ad8\u3068\u516c\u958b\u60c5\u5831\u306e\u78ba\u8a8d\u304c\u81ea\u52d5\u5316\u3055\u308c\u3001\u6240\u898b\u306e\u4e0b\u66f8\u304d\u304c\u63c3\u3046\u305f\u3081\u3067\u3059\u3002\n**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u534a\u81ea\u52d5\u5316\u3067\u6b62\u3081\u308b\u5224\u65ad\u3082\u59a5\u5f53\u3067\u3059\u3002** \u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u306f\u5b9f\u88c5\u306e\u624b\u9593\u304c\u5927\u304d\u304f\u3001\u524a\u6e1b\u6642\u9593\u306f9\u5206\u7a0b\u5ea6\u306b\u3068\u3069\u307e\u308b\u305f\u3081\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3PDF\u3067\u6839\u62e0\u30da\u30fc\u30b8\u3092\u793a\u305b\u306a\u3044 | citations \u306f\u30c6\u30ad\u30b9\u30c8\u3092\u542b\u307e\u306a\u3044PDF\u3092\u5f15\u7528\u3067\u304d\u306a\u3044\u3002OCR\u3067\u30c6\u30ad\u30b9\u30c8\u5316\u3057\u3066\u304b\u3089\u6e21\u3059 |\n| \u5358\u4f4d\u3092\u53d6\u308a\u9055\u3048\u3066\u6307\u6a19\u304c1000\u500d\u305a\u308c\u308b | \u300c\u5358\u4f4d\uff1a\u5343\u5186\u300d\u306e\u8868\u8a18\u3092\u524d\u51e6\u7406\u3067\u62fe\u3044\u3001\u5358\u4f4d\u3092\u5225\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u6301\u3064\u3002\u5186\u63db\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044 |\n| \u8a18\u8f09\u306e\u306a\u3044\u79d1\u76ee\u30920\u3068\u3057\u3066\u6271\u3046 | null \u3068 0 \u3092\u533a\u5225\u3055\u305b\u308b\u3002\u6307\u6a19\u306e\u5206\u6bcd\u304c0\u306b\u306a\u308b\u3068\u8a08\u7b97\u304c\u58ca\u308c\u308b |\n| \u79d1\u76ee\u540d\u306e\u8868\u8a18\u3086\u308c\u3067\u5bfe\u5fdc\u4ed8\u3051\u3067\u304d\u306a\u3044 | \u79d1\u76ee\u5bfe\u5fdc\u8868\u306b\u5b9f\u4f8b\u3092\u96c6\u3081\u308b\u3002`unmapped` \u306b\u51fa\u305f\u3082\u306e\u3092\u6bce\u6708\u8ffd\u8a18\u3057\u3066\u80b2\u3066\u308b |\n| \u6307\u6a19\u306e\u8a08\u7b97\u3092LLM\u306b\u3055\u305b\u3066\u691c\u7b97\u3067\u304d\u306a\u3044 | \u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046\u3002AI\u306f\u62bd\u51fa\u3068\u6587\u7ae0\u751f\u6210\u306b\u9650\u5b9a\u3059\u308b |\n| \u8cb8\u501f\u304c\u5408\u308f\u306a\u3044\u307e\u307e\u8cc7\u6599\u304c\u3067\u304d\u308b | \u691c\u7b97\u3092\u5fc5\u305a\u5165\u308c\u3001\u5408\u308f\u306a\u3051\u308c\u3070\u78ba\u8a8d\u524d\u306b\u6b62\u3081\u308b |\n| \u9023\u7d50\u3068\u5358\u4f53\u3092\u6df7\u305c\u308b | \u3069\u3061\u3089\u306e\u6570\u5024\u304b\u3092\u660e\u793a\u3055\u305b\u308b\u3002\u5224\u5225\u3067\u304d\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| AI\u304c\u300c\u53d6\u5f15\u7e2e\u5c0f\u3092\u63a8\u5968\u300d\u3068\u66f8\u3044\u3066\u3057\u307e\u3046 | \u6240\u898b\u3092\u4e8b\u5b9f\u306e\u8a18\u8ff0\u306b\u9650\u5b9a\u3059\u308b\u3002\u7d50\u8ad6\u7684\u306a\u8868\u73fe\u3092\u691c\u77e5\u3057\u3066\u8b66\u544a\u3059\u308b |\n| \u6cd5\u4eba\u756a\u53f7\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3057\u3066\u5225\u4f1a\u793e\u306b\u7d10\u3065\u3051\u308b | \u540d\u79f0\u691c\u7d22\u306e\u7d50\u679c\u306f\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u3001\u4eba\u304c\u7279\u5b9a\u3059\u308b |\n| \u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u5916\u90e8AI\u306b\u5165\u308c\u3066\u3057\u307e\u3046 | \u5951\u7d04\u4e0a\u306e\u5236\u9650\u3092\u78ba\u8a8d\u3059\u308b\u3002**\u78ba\u8a8d\u524d\u306b\u5165\u529b\u3057\u306a\u3044** |\n| \u6c7a\u7b97\u66f8\u306e\u30da\u30fc\u30b8\u6570\u304c\u591a\u304f\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u901a\u3089\u306a\u3044 | \u5bfe\u8c61\u30da\u30fc\u30b8\u306b\u7d5e\u308b\u3002\u5927\u304d\u3044\u30d5\u30a1\u30a4\u30eb\u306f Files API \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u53c2\u7167\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u5148\u306e\u6c7a\u7b97\u66f8\u3001\u58f2\u639b\u6b8b\u9ad8\u3001\u652f\u6255\u9045\u5ef6\u306e\u5c65\u6b74\u3001\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3002**\u53d6\u5f15\u5148\u304b\u3089\u79d8\u5bc6\u4fdd\u6301\u3092\u524d\u63d0\u306b\u53d7\u9818\u3057\u305f\u8ca1\u52d9\u60c5\u5831\u304c\u4e2d\u5fc3\u3067\u3059\u3002\u81ea\u793e\u306e\u60c5\u5831\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u6c7a\u7b97\u66f8\u306f\u3001\u53d6\u5f15\u5148\u304c\u4e0e\u4fe1\u5be9\u67fb\u306e\u305f\u3081\u306b\u63d0\u4f9b\u3057\u305f\u3082\u306e\u3067\u3059\u3002**\u76ee\u7684\u5916\u306e\u5229\u7528\u3084\u7b2c\u4e09\u8005\u3078\u306e\u63d0\u4f9b\u306b\u3042\u305f\u3089\u306a\u3044\u304b\u3092\u3001\u6cd5\u52d9\u90e8\u9580\u3068\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u53d7\u9818\u6642\u306e\u5408\u610f\u5185\u5bb9\u306b\u3088\u3063\u3066\u306f\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u305d\u306e\u3082\u306e\u304c\u5236\u9650\u3055\u308c\u307e\u3059\n2. **\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8** \u2026 \u591a\u304f\u306e\u5834\u5408\u3001\u5951\u7d04\u3067\u7b2c\u4e09\u8005\u63d0\u4f9b\u3084\u518d\u5229\u7528\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5916\u90e8AI\u3078\u306e\u5165\u529b\u304c\u5951\u7d04\u9055\u53cd\u306b\u306a\u3089\u306a\u3044\u304b\u3092\u3001\u78ba\u8a8d\u524d\u306b\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5224\u65ad\u304c\u3064\u304b\u306a\u3044\u5834\u5408\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306f\u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u4eba\u304c\u8aad\u3080\u5de5\u7a0b\u3068\u3057\u3066\u6b8b\u3057\u307e\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\u3002\u53d6\u5f15\u5148\u306e\u8ca1\u52d9\u60c5\u5831\u3092\u6271\u3046\u4ee5\u4e0a\u3001\u3053\u3053\u306f\u9078\u5b9a\u6761\u4ef6\u306b\u306a\u308a\u307e\u3059\n4. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u6c7a\u7b97\u66f8PDF\u306e\u4fdd\u7ba1\u5834\u6240\u3068\u6307\u6a19\u8868\u3092\u3001\u8ca1\u52d9\u90e8\u9580\u3068\u6c7a\u88c1\u8005\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u55b6\u696d\u90e8\u9580\u304c\u95b2\u89a7\u3067\u304d\u308b\u72b6\u614b\u306b\u3059\u308b\u3068\u3001\u53d6\u5f15\u5148\u3068\u306e\u95a2\u4fc2\u306b\u5f71\u97ff\u3057\u307e\u3059\n5. **AI\u306b\u5224\u65ad\u3055\u305b\u306a\u3044\u7bc4\u56f2** \u2026 \u4e0e\u4fe1\u306e\u53ef\u5426\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u91d1\u984d\u3001\u683c\u4ed8\u3051\u306f\u3001AI\u306b\u51fa\u3055\u305b\u307e\u305b\u3093\u3002\u6240\u898b\u3082\u4e8b\u5b9f\u306e\u6307\u6458\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002**\u300cAI\u304c\u3053\u3046\u8a55\u4fa1\u3057\u305f\u300d\u3068\u3044\u3046\u8a18\u8ff0\u304c\u6c7a\u88c1\u8cc7\u6599\u306b\u6b8b\u308b\u3068\u3001\u5224\u65ad\u306e\u8cac\u4efb\u306e\u6240\u5728\u304c\u66d6\u6627\u306b\u306a\u308a\u307e\u3059**\n6. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u4e0e\u4fe1\u9650\u5ea6\u306e\u66f8\u304d\u623b\u3057\u306f\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093\u3002\u6c7a\u88c1\u3092\u7d4c\u305f\u5024\u3060\u3051\u304c\u53f0\u5e33\u306b\u5165\u308b\u72b6\u614b\u3092\u4fdd\u3061\u307e\u3059\n7. **\u8aa4\u308a\u304c\u4e0e\u3048\u308b\u5f71\u97ff** \u2026 \u6570\u5024\u306e\u8aa4\u308a\u306f\u3001\u4e0e\u4fe1\u9650\u5ea6\u306e\u904e\u5927\u8a2d\u5b9a\u3092\u901a\u3058\u3066\u56de\u53ce\u4e0d\u80fd\u306e\u640d\u5931\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u9006\u306b\u904e\u5c0f\u306b\u898b\u7a4d\u3082\u308c\u3070\u3001\u53d6\u5f15\u306e\u6a5f\u4f1a\u3092\u5931\u3044\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u4eba\u306e\u78ba\u8a8d\u3067\u9632\u3050\u8a2d\u8a08\u306b\u3057\u3066\u3044\u307e\u3059**\n\n\u5224\u65ad\u306e\u6839\u62e0\u3068\u78ba\u8a8d\u306e\u8a18\u9332\u3092\u6b8b\u3057\u3001\u5f8c\u304b\u3089\u8ffd\u8de1\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","recommended_for":"\u639b\u58f2\u308a\u306e\u53d6\u5f15\u5148\u304c200\u793e\u4ee5\u4e0a\u3042\u308a\u3001\u5e741\u56de\u4ee5\u4e0a\u306e\u4e0e\u4fe1\u30ec\u30d3\u30e5\u30fc\u3092\u793e\u5185\u898f\u7a0b\u3067\u5b9a\u3081\u3066\u3044\u308b\u4f01\u696d\u3002\u53d6\u5f15\u5148\u304b\u3089\u6c7a\u7b97\u66f8\u3092PDF\u3067\u53d7\u9818\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3002\u4e0e\u4fe1\u9650\u5ea6\u306e\u5224\u65ad\u57fa\u6e96\uff08\u6307\u6a19\u3068\u95be\u5024\uff09\u304c\u3059\u3067\u306b\u6587\u66f8\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u6700\u7d42\u7684\u306b\u4e0e\u4fe1\u3092\u5224\u65ad\u3059\u308b\u62c5\u5f53\u8005\u304c\u793e\u5185\u306b\u3044\u308b\u3053\u3068\u3002","not_recommended_for":"\u53d6\u5f15\u5148\u304c20\u793e\u7a0b\u5ea6\u3067\u3001\u62c5\u5f53\u5f79\u54e1\u304c\u500b\u5225\u306b\u628a\u63e1\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u524d\u6255\u3044\u3084\u73fe\u91d1\u53d6\u5f15\u304c\u4e2d\u5fc3\u3067\u4e0e\u4fe1\u305d\u306e\u3082\u306e\u304c\u767a\u751f\u3057\u306a\u3044\u696d\u614b\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u4fe1\u7528\u683c\u4ed8\u3051\u306e\u3088\u3046\u306b\u3001\u76e3\u7763\u5b98\u5e81\u306e\u5b9a\u3081\u305f\u624b\u6cd5\u3068\u691c\u8a3c\u4f53\u5236\u304c\u8981\u6c42\u3055\u308c\u308b\u5be9\u67fb\u696d\u52d9\u3002\u6c7a\u7b97\u66f8\u3092\u5165\u624b\u3067\u304d\u3066\u304a\u3089\u305a\u3001\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u3044\u308b\u5834\u5408\uff08\u5143\u30c7\u30fc\u30bf\u304c\u7121\u3044\u3068\u81ea\u52d5\u5316\u306e\u5bfe\u8c61\u304c\u7121\u3044\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u6c7a\u7b97\u66f8\u306e\u5165\u624b\u72b6\u6cc1\u3068PDF\u306e\u7a2e\u5225\u3092\u6570\u3048\u308b**\n\n\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61500\u793e\u306e\u3046\u3061\u3001\u6c7a\u7b97\u66f8\u3092\u5165\u624b\u3067\u304d\u3066\u3044\u308b\u306e\u306f\u4f55\u793e\u304b\u3001\u305d\u306e\u3046\u3061\u30c7\u30b8\u30bf\u30ebPDF\u306f\u4f55\u5272\u304b\u3092\u6570\u3048\u307e\u3059\u3002**\u5165\u624b\u7387\u304c\u534a\u5206\u3092\u5207\u308b\u306a\u3089\u3001\u55b6\u696d\u7d4c\u7531\u306e\u4f9d\u983c\u306e\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u307b\u3046\u304c\u5148\u3067\u3059\u3002** \u5143\u30c7\u30fc\u30bf\u304c\u7121\u3051\u308c\u3070\u3001\u81ea\u52d5\u5316\u3059\u308b\u5bfe\u8c61\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u9031\u76ee\uff1a10\u793e\u3067\u62bd\u51fa\u7cbe\u5ea6\u3092\u6e2c\u308b**\n\n\u30c7\u30b8\u30bf\u30ebPDF\u3068\u30b9\u30ad\u30e3\u30f3PDF\u3092\u6df7\u305c\u305f10\u793e\u3067\u3001\u4e3b\u89815\u79d1\u76ee\u306e\u62bd\u51fa\u7cbe\u5ea6\u3068\u8cb8\u501f\u306e\u4e00\u81f4\u3092\u6e2c\u308a\u307e\u3059\u3002**\u3053\u306e\u7d50\u679c\u3067\u5c0e\u5165\u53ef\u5426\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**3\u301c4\u9031\u76ee\uff1a\u79d1\u76ee\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n10\u793e\u306e\u691c\u8a3c\u3067 `unmapped` \u306b\u51fa\u305f\u79d1\u76ee\u540d\u3092\u96c6\u3081\u3001\u793e\u5185\u6a19\u6e96\u79d1\u76ee\u3078\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u4f5c\u696d\u304c\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u5730\u9053\u3067\u3001\u3082\u3063\u3068\u3082\u52b9\u304d\u307e\u3059\u3002** \u8868\u8a18\u3086\u308c\u309250\u4ef6\u307b\u3069\u96c6\u3081\u308b\u3068\u3001\u591a\u304f\u306e\u6c7a\u7b97\u66f8\u304c\u901a\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a\u534a\u81ea\u52d5\u5316\u3092\u4f5c\u308b**\n\n\u30d5\u30a9\u30eb\u30c0\u76e3\u8996\u3001\u62bd\u51fa\u3001\u6307\u6a19\u8a08\u7b97\u3001\u6307\u6a19\u8868\u3068\u6240\u898b\u306e\u4e0b\u66f8\u304d\u306e\u51fa\u529b\u307e\u3067\u3092\u4f5c\u308a\u3001\u4e0e\u4fe1\u7ba1\u7406\u62c5\u5f531\u540d\u304c1\u304b\u6708\u4f7f\u3044\u307e\u3059\u300260\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u306f\u307e\u3060\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u524a\u6e1b\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001\u58f2\u639b\u6b8b\u9ad8\u3068\u516c\u958b\u60c5\u5831\u306e\u81ea\u52d5\u53d6\u5f97\u3092\u8db3\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001**\u30ec\u30d3\u30e5\u30fc\u304c\u5e741\u56de\u30fb\u5168\u793e\u306b\u56de\u3063\u3066\u3044\u308b\u304b**\u3092\u6708\u6b21\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5de5\u6570\u306e\u524a\u6e1b\u5e45\u3088\u308a\u3082\u3001\u3053\u306e\u6307\u6a19\u306e\u307b\u3046\u304c\u5c0e\u5165\u306e\u6210\u5426\u3092\u8868\u3057\u307e\u3059\u3002\n\n---","related_usecases":["UC-0023","UC-0005","UC-0031","UC-0007"],"related_articles":[{"id":2156,"slug":"data-bunseki-ai-katsuyo","title":"\u30de\u30fc\u30b1\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96c6\u8a08\u304b\u3089\u793a\u5506\u51fa\u3057\u307e\u3067\u52b9\u7387\u5316"},{"id":5740,"slug":"kamei-kako-joho","title":"\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u4eee\u540d\u52a0\u5de5\u3068\u306f\uff1f\uff5c\u5206\u6790\u306b\u4f7f\u3048\u308b\u5f62\u306b\u3059\u308b"},{"id":4257,"slug":"kokyaku-interview-bunseki","title":"\u9867\u5ba2\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3092\u5206\u6790\u3059\u308b5\u5de5\u7a0b\uff5c\u58f0\u3092\u65bd\u7b56\u306b\u5909\u3048\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Claude API \u306ePDF\u5bfe\u5fdc\u304c1\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u6700\u592732MB\u30fb600\u30da\u30fc\u30b8\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u304c1M\u30c8\u30fc\u30af\u30f3\u672a\u6e80\u306e\u5834\u5408\u306f100\u30da\u30fc\u30b8\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u5404\u30da\u30fc\u30b8\u304c\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u3002\u5927\u304d\u306a\u30d5\u30a1\u30a4\u30eb\u306f Files API \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066 `file_id` \u3067\u53c2\u7167\u3067\u304d\u308b\u3053\u3068\u3002.xlsx \u306fdocument\u30d6\u30ed\u30c3\u30af\u3067\u6271\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: PDF support](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/pdf-support) | 2026-09-11 |\n| citations \u304c\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u3068PDF\u3092\u6587\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066\u5f15\u7528\u3092\u8fd4\u3059\u3053\u3068\u3002PDF\u3067\u306f `page_location`\uff08\u30da\u30fc\u30b8\u4f4d\u7f6e\uff09\u3067\u8fd4\u308b\u3053\u3068\u3002**\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3067\u304d\u306a\u3044\u30b9\u30ad\u30e3\u30f3PDF\u306f\u5f15\u7528\u306e\u5bfe\u8c61\u306b\u306a\u3089\u306a\u3044\u3053\u3068** | [Claude Docs: Citations](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/citations) | 2026-09-11 |\n| Azure AI Document Intelligence \u306e prebuilt-layout \u304c\u8868\u3092\u884c\u6570\u30fb\u5217\u6570\u30fb\u884c\u7d50\u5408\u30fb\u5217\u7d50\u5408\u3064\u304d\u3067\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002`outputContentFormat=markdown` \u3067Markdown\u51fa\u529b\u304c\u53ef\u80fd\u3067\u3001v4.0\uff082024-11-30 GA\uff09\u4ee5\u964d\u306f\u7d50\u5408\u30bb\u30eb\u3084\u8907\u6570\u884c\u30d8\u30c3\u30c0\u30fc\u306e\u305f\u3081\u8868\u304cHTML\u5f62\u5f0f\u3067\u51fa\u529b\u3055\u308c\u308b\u3053\u3068 | [Microsoft Learn: Document layout analysis](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/prebuilt\/layout) | 2026-09-11 |\n| \u56fd\u7a0e\u5e81 \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API \u3067\u3001\u6cd5\u4eba\u756a\u53f7\u3092\u6307\u5b9a\u3057\u3066\u57fa\u672c3\u60c5\u5831\u3068\u5909\u66f4\u5c65\u6b74\u3092\u53d6\u5f97\u3067\u304d\u308b\u3053\u3068\u3002\u540d\u79f0\u691c\u7d22\u3082\u53ef\u80fd\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3ID\u304c\u5fc5\u8981\u3060\u304c\u767a\u884c\u8cbb\u7528\u306f\u7121\u6599\u30021\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u6307\u5b9a\u3067\u304d\u308b\u6cd5\u4eba\u756a\u53f7\u306f\u6700\u592710\u4ef6\u3001\u671f\u9593\u6307\u5b9a\u306f\u6700\u592750\u65e5\u3001\u5168\u4ef6\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306f\u3067\u304d\u306a\u3044\u3053\u3068 | [\u56fd\u7a0e\u5e81: \u6cd5\u4eba\u756a\u53f7\u30b7\u30b9\u30c6\u30e0 Web-API](https:\/\/www.houjin-bangou.nta.go.jp\/webapi\/) | 2026-09-11 |\n\n\u8ca9\u58f2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u58f2\u639b\u6b8b\u9ad8\u30fb\u652f\u6255\u9045\u5ef6\u5c65\u6b74\u306e\u53d6\u5f97\u65b9\u5f0f\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** \u53d6\u5f15\u5148\u304b\u3089\u53d7\u9818\u3057\u305f\u6c7a\u7b97\u66f8\u304a\u3088\u3073\u4fe1\u7528\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u5916\u90e8AI\u30b5\u30fc\u30d3\u30b9\u3078\u5165\u529b\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u53d7\u9818\u6642\u306e\u5408\u610f\u5185\u5bb9\u3068\u5404\u793e\u3068\u306e\u5951\u7d04\u306b\u3088\u308a\u307e\u3059\u3002**\u6cd5\u52d9\u90e8\u9580\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_platform":[115,105,100,103,102,111,114,108,112],"uc_industry":[28,19,21,18],"uc_department":[42],"uc_task":[60,62],"uc_issue":[76,70,66],"uc_effect":[86,79,80,78],"uc_ai_function":[88],"class_list":["post-10274","ai_usecase","type-ai_usecase","status-publish","hentry","uc_platform-aws-textract","uc_platform-azure-ai","uc_platform-chatgpt","uc_platform-claude","uc_platform-gemini","uc_platform-apps-script","uc_platform-google-document-ai","uc_platform-power-automate","uc_platform-python","uc_industry-trading","uc_industry-construction","uc_industry-logistics","uc_industry-manufacturing","uc_department-finance-dept","uc_task-review-check","uc_task-analysis","uc_issue-slow-decision","uc_issue-person-dependent","uc_issue-document-time","uc_effect-decision-support","uc_effect-standardization","uc_effect-deskilling","uc_effect-hours-saved","uc_ai_function-extraction"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/10274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/10274\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=10274"}],"wp:term":[{"taxonomy":"uc_platform","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_platform?post=10274"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=10274"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=10274"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=10274"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=10274"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=10274"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=10274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}