{"id":14815,"date":"2026-10-08T12:09:57","date_gmt":"2026-10-08T03:09:57","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/social-insurance-notice-ocr\/"},"modified":"2026-10-08T12:09:57","modified_gmt":"2026-10-08T03:09:57","slug":"social-insurance-notice-ocr","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/social-insurance-notice-ocr\/","title":{"rendered":"\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u9867\u554f\u5148\u306b\u5c4a\u304f\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\u30fb\u6539\u5b9a\u306e\u901a\u77e5\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u793e\u54e1\u53f0\u5e33\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3068\u7167\u3089\u3057\u3066\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u3068\u7d66\u4e0e\u8a08\u7b97\u3078\u306e\u53cd\u6620\u306e\u8981\u5426\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u9867\u554f\u5148\u306b\u5c4a\u304f\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\u30fb\u6539\u5b9a\u306e\u901a\u77e5\u66f8\u3092 Azure AI Document Intelligence \u3067\u8aad\u307f\u53d6\u308a\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3068\u6539\u5b9a\u5e74\u6708\u3092\u4e8b\u52d9\u6240\u306e\u793e\u54e1\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u3068\u3001\u7d66\u4e0e\u8a08\u7b97\u3067\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0895","platform_main":"Azure AI","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 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\u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u30b9\u30ad\u30e3\u30f3\u3084\u5199\u771f\u306f\u3001\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092\u62c5\u5f53\u8005\u304c\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3057\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u305f\u6642\u70b9\u304b\u3089\u5148\u306f\u533a\u5225\u3057\u307e\u305b\u3093\u3002**\n\n**\u3082\u30461\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3059\u3002** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u306e\u3046\u3061\u3001\u63d0\u51fa\u304b\u3089\u4e00\u5b9a\u306e\u65e5\u6570\u304c\u305f\u3063\u3066\u3082\u901a\u77e5\u66f8\u306e\u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u7b2c3\u7ae0\u306e\uff08d\uff09\u3092\u62fe\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002**\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3057\u3001\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u3092\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb | PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3068\u7d4c\u8def | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u3001\u8868\u306e\u30bb\u30eb\uff08\u884c\u30fb\u5217\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304b\u3069\u3046\u304b\uff09\u3001\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | Azure AI Document Intelligence |\n| \u793e\u54e1\u53f0\u5e33 | \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3001\u6c0f\u540d\u3001\u5065\u4fdd\u30fb\u539a\u5e74\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3001\u6539\u5b9a\u5e74\u6708\u3001**\u63a7\u9664\u306e\u65b9\u5f0f** | \u9867\u554f\u5148\u3054\u3068\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7 | \u5c4a\u51fa\u306e\u7a2e\u985e\u3001\u63d0\u51fa\u65e5\u3001\u88ab\u4fdd\u967a\u8005\u3001\u5c4a\u3051\u305f\u5831\u916c\u6708\u984d\u3001**\u898b\u8fbc\u307f\u306e\u7b49\u7d1a** | \u4e8b\u52d9\u6240\u306e\u624b\u7d9a\u304d\u306e\u7ba1\u7406\u8868 |\n| \u9867\u554f\u5148\u306e\u60c5\u5831 | \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3001**\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3068\u652f\u6255\u65e5** | \u9867\u554f\u5148\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u3067\u3059\u3002** \u3053\u3053\u306b\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u7121\u3044\u3068\u3001\u901a\u77e5\u66f8\u3068\u53f0\u5e33\u304c\u9055\u3063\u305f\u3068\u304d\u306b\u3001\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u308b\u6750\u6599\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u6708\u984d\u5909\u66f4\u5c4a\u3092\u51fa\u3059\u3068\u304d\u306b\u3001\u4e8b\u52d9\u6240\u304c\u8a08\u7b97\u3057\u305f\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3092\u5fc5\u305a\u8a18\u9332\u3057\u307e\u3059\u3002**\n\n**\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3068\u652f\u6255\u65e5\u306f\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u306b\u4f7f\u3044\u307e\u3059\u3002** \u9867\u554f\u5148\u3054\u3068\u306b\u9055\u3044\u3001\u540c\u3058\u9867\u554f\u5148\u3067\u3082\u90e8\u9580\u306b\u3088\u3063\u3066\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","data_source":"\u8aad\u307f\u53d6\u308a\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304b\u3089\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| \u30e2\u30c7\u30eb | `prebuilt-layout` | \u8868\u306e\u69cb\u9020\uff08\u884c\u30fb\u5217\u30fb\u898b\u51fa\u3057\uff09\u304c\u8981\u308b |\n| `outputContentFormat` | `markdown` | \u751f\u6210AI\u306b\u8868\u306e\u5f62\u306e\u307e\u307e\u6e21\u305b\u308b |\n| \u8a00\u8a9e\u306e\u6307\u5b9a | \u3057\u306a\u3044 | \u516c\u5f0f\u306e\u6848\u5185\u3067\u306f\u3001\u8a00\u8a9e\u304c\u78ba\u304b\u3067\u306a\u3044\u9650\u308a\u6307\u5b9a\u3057\u306a\u3044\u307b\u3046\u304c\u3088\u3044\u3068\u3055\u308c\u3066\u3044\u308b |\n| \u8fd4\u3063\u3066\u304f\u308b\u5024 | `content`\uff08Markdown\uff09\u3001`tables`\uff08\u30bb\u30eb\u3054\u3068\u306e `rowIndex`\u30fb`columnIndex`\u30fb`kind`\uff09\u3001`pages` \u306e\u5358\u8a9e\u3054\u3068\u306e `confidence` | \u8868\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3055\u306e\u5224\u5b9a |\n\n**\u8a00\u8a9e\u3092\u6307\u5b9a\u3057\u306a\u3044\u306e\u306f\u3001\u516c\u5f0f\u306e\u6ce8\u610f\u306b\u5f93\u3046\u305f\u3081\u3067\u3059\u3002** \u8a00\u8a9e\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u305d\u306e\u30e2\u30c7\u30eb\u3060\u3051\u3092\u4f7f\u3046\u3088\u3046\u5f37\u5236\u3057\u3001\u6587\u5b57\u304c\u4e0d\u5b8c\u5168\u306b\u306a\u3063\u305f\u308a\u8aa4\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u901a\u77e5\u66f8\u306b\u306f\u82f1\u6570\u5b57\u306e\u6574\u7406\u8a18\u53f7\u3068\u65e5\u672c\u8a9e\u304c\u6df7\u5728\u3057\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3055\u306f\u3001\u30bb\u30eb\u306b\u5165\u3063\u3066\u3044\u308b\u5358\u8a9e\u306e `confidence` \u3067\u898b\u307e\u3059\u3002** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u30bb\u30eb\u306e\u6587\u5b57\u306e\u7bc4\u56f2\uff08`spans`\uff09\u306b\u91cd\u306a\u308b\u5358\u8a9e\u3092\u5f15\u304d\u3001\u305d\u306e\u6700\u5c0f\u5024\u3092\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u3068\u3057\u307e\u3059\u3002**\u7b49\u7d1a\u3068\u91d1\u984d\u306e\u30bb\u30eb\u306f\u30011\u6587\u5b57\u306e\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u4fdd\u967a\u6599\u306e\u9055\u3044\u306b\u306a\u308b\u306e\u3067\u3001\u3053\u3053\u3092\u6570\u5024\u3067\u62bc\u3055\u3048\u307e\u3059\u3002**\n\n\u793e\u54e1\u53f0\u5e33\u306f\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u5f15\u304d\u307e\u3059\u3002**\u6c0f\u540d\u3067\u306f\u5f15\u304d\u307e\u305b\u3093\u3002** \u901a\u77e5\u66f8\u306e\u6c0f\u540d\u306f\u30ab\u30ca\u3068\u6f22\u5b57\u306e\u8868\u8a18\u304c\u53f0\u5e33\u3068\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u3001\u540c\u59d3\u540c\u540d\u3082\u3044\u307e\u3059\u3002\n\n**\u96fb\u5b50\u7533\u8acb\u306e\u7d4c\u8def\u3067\u5c4a\u304f\u7d50\u679c\u3082\u3001\u3044\u3063\u305f\u3093PDF\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304b\u3089\u540c\u3058\u8aad\u307f\u53d6\u308a\u306b\u901a\u3057\u307e\u3059\u3002** \u7d4c\u8def\u3054\u3068\u306b\u5225\u306e\u53d6\u308a\u8fbc\u307f\u65b9\u3092\u4f5c\u308b\u3068\u3001\u7247\u65b9\u3060\u3051\u69d8\u5f0f\u306e\u5909\u66f4\u306b\u8ffd\u968f\u3067\u304d\u306a\u3044\u671f\u9593\u304c\u3067\u304d\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u624b\u9806\u30921\u672c\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u76f4\u3059\u5834\u6240\u30821\u304b\u6240\u3067\u3059\u3002** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u306f\u3001\u624b\u7d9a\u304d\u306e\u7ba1\u7406\u8868\u304b\u3089\u9867\u554f\u5148\u3068\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u5f15\u304d\u3001\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u63d0\u51fa\u65e5\u3092\u7167\u5408\u306e\u6750\u6599\u306b\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u307e\u305f\u306f\u753b\u50cf\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u30ec\u30d9\u30eb\u3067500MB\u304c\u4e0a\u9650\u3067\u3059\n3. **\u753b\u50cf\u306e\u5bf8\u6cd5\u306e\u78ba\u8a8d** \u2026 50\u00d750\u30d4\u30af\u30bb\u30eb\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u306e\u9593\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7bc4\u56f2\u5916\u306f\u64ae\u308a\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\n4. **\u6587\u5b57\u306e\u9ad8\u3055\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3067\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u9060\u304f\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3053\u308c\u3092\u4e0b\u56de\u308a\u307e\u3059\n5. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u30ed\u30c3\u30af\u3092\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n6. **\u30da\u30fc\u30b8\u306e\u629c\u3051\u306e\u78ba\u8a8d** \u2026 \u901a\u77e5\u66f8\u306b\u300c1\uff0f2\u300d\u306e\u3088\u3046\u306a\u30da\u30fc\u30b8\u8868\u793a\u304c\u3042\u308c\u3070\u3001\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n7. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u9867\u554f\u5148\u30fb\u540c\u3058\u88ab\u4fdd\u967a\u8005\u30fb\u540c\u3058\u6539\u5b9a\u5e74\u6708\u306e\u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u308c\u3070\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\n\n**4\u756a\u76ee\u30686\u756a\u76ee\u306f\u3001\u9867\u554f\u5148\u304b\u3089\u5199\u771f\u3067\u5c4a\u304f\u901a\u77e5\u66f8\u306e\u305f\u3081\u306b\u3042\u308a\u307e\u3059\u3002** \u9060\u304f\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306e\u91d1\u984d\u306e\u6b04\u306f\u3001\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306b\u8fd1\u304f\u306a\u308a\u307e\u3059\u3002**2\u30da\u30fc\u30b8\u76ee\u304c\u629c\u3051\u305f\u901a\u77e5\u66f8\u306f\u30011\u30da\u30fc\u30b8\u76ee\u306e\u884c\u3060\u3051\u304c\u7167\u5408\u3055\u308c\u3066\u300c\u5168\u54e1\u6e08\u307f\u300d\u306b\u898b\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u8868\u304b\u3089\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7167\u5408\u3082\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u3082\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u3084\u308a\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u901a\u77e5\u66f8\u306e\u7a2e\u985e | \u8868\u984c\u304b\u3089\u3001\u8cc7\u683c\u53d6\u5f97\u6642\u306e\u6c7a\u5b9a\u30fb\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\u30fb\u6539\u5b9a\u4e0d\u8a72\u5f53\u30fb\u8cde\u4e0e\u306a\u3069\u3092\u5f53\u3066\u308b | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `other` |\n| \u4e8b\u696d\u6240 | \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3068\u4e8b\u696d\u6240\u540d | \u8aad\u3081\u306a\u3051\u308c\u3070 `null` |\n| \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7 | \u884c\u3054\u3068\u306b\u3001\u8868\u306e\u30bb\u30eb\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `null` |\n| \u5065\u4fdd\u30fb\u539a\u5e74\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d | **\u5217\u306e\u898b\u51fa\u3057\u3092\u6839\u62e0\u306b\u3001\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5206\u3051\u3066**\u53d6\u308a\u51fa\u3059 | \u898b\u51fa\u3057\u3067\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `column_unclear` |\n| \u6539\u5b9a\uff08\u9069\u7528\uff09\u5e74\u6708 | \u5143\u53f7\u3068\u5e74\u6708\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u897f\u66a6\u3078\u306e\u5909\u63db\u306f\u3057\u306a\u3044 |\n| \u5358\u4f4d | \u5217\u306e\u898b\u51fa\u3057\u306b\u3042\u308b\u5358\u4f4d\uff08\u5186\u30fb\u5343\u5186\uff09\u3092\u305d\u306e\u307e\u307e | \u898b\u51fa\u3057\u306b\u7121\u3051\u308c\u3070 `null` |\n\n**\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5217\u306e\u898b\u51fa\u3057\u3067\u5206\u3051\u3055\u305b\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u516c\u5f0f\u306e\u6848\u5185\u306b\u306f\u3001\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u4e0a\u9650\u304c32\u7b49\u7d1a\u30fb650\u5343\u5186\u3001\u5065\u5eb7\u4fdd\u967a\u306e\u4e0a\u9650\u304c50\u7b49\u7d1a\u30fb1,390\u5343\u5186\u306e\u4f8b\u304c\u8f09\u3063\u3066\u304a\u308a\u3001**\u4e0a\u9650\u3084\u4e0b\u9650\u306b\u5f53\u305f\u308b\u4eba\u306f2\u3064\u306e\u5024\u304c\u9055\u3044\u307e\u3059\u3002** \u4f4d\u7f6e\u3067\u53d6\u308a\u51fa\u3059\u3068\u30012\u3064\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u305f\u307e\u307e\u53f0\u5e33\u3068\u4e00\u81f4\u3057\u305f\u3088\u3046\u306b\u898b\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u53f0\u5e33\u3068\u306e\u7167\u5408 | \u898f\u5247\u3067\u6c7a\u307e\u308b\u6bd4\u8f03\u3002AI\u306b\u53f0\u5e33\u3092\u898b\u305b\u308b\u3068\u3001\u53f0\u5e33\u306e\u5024\u306b\u5bc4\u305b\u3066\u8aad\u3080 |\n| \u5143\u53f7\u304b\u3089\u897f\u66a6\u3078\u306e\u5909\u63db | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u8868\u3067\u5909\u63db\u3059\u308b\u3002AI\u306e\u63db\u7b97\u306e\u8aa4\u308a\u3092\u5165\u308c\u306a\u3044 |\n| \u5358\u4f4d\u306e\u63db\u7b97\uff08\u5343\u5186\u2192\u5186\uff09 | \u5358\u4f4d\u306e\u53d6\u308a\u9055\u3048\u306f\u4fdd\u967a\u6599\u306e\u6841\u9055\u3044\u306b\u306a\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u3044 | \u7b49\u7d1a\u8868\u304b\u3089\u8fd1\u3044\u91d1\u984d\u306b\u5bc4\u305b\u306a\u3044 |\n| \u968f\u6642\u6539\u5b9a\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u793e\u4f1a\u4fdd\u967a\u306e\u5224\u65ad\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n\n**1\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u52b9\u304f\u8a2d\u8a08\u3067\u3059\u3002** AI\u306b\u53f0\u5e33\u306e\u5024\u3092\u6e21\u3057\u3066\u300c\u9055\u3044\u304c\u3042\u308b\u304b\u300d\u3092\u805e\u304f\u3068\u3001\u8aad\u307f\u306b\u304f\u3044\u6570\u5b57\u3092\u53f0\u5e33\u306e\u5024\u306b\u5bc4\u305b\u3066\u8aad\u307f\u3001**\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u306e\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u53d6\u308a\u51fa\u3059\u7acb\u5834\u3067\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. notice_type \u2026 \u8868\u984c\u304b\u3089\u6b21\u306e\u3044\u305a\u308c\u304b\uff1a\n   acquisition\uff08\u8cc7\u683c\u53d6\u5f97\u6642\u306e\u6c7a\u5b9a\uff09\uff0f standard\uff08\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\uff09\uff0f\n   not_applicable\uff08\u6539\u5b9a\u4e0d\u8a72\u5f53\uff09\uff0f bonus\uff08\u8cde\u4e0e\u306e\u6c7a\u5b9a\uff09\uff0f other\n2. office \u2026 \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3068\u4e8b\u696d\u6240\u540d\n3. rows \u2026 \u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3002insured_no\u3001name\u3001health_amount\u3001\n   pension_amount\u3001effective_era_ym\u3001unit\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5065\u5eb7\u4fdd\u967a\u3068\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u91d1\u984d\u306f\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u6839\u62e0\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u898b\u51fa\u3057\u3067\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092 null \u306b\u3057\u3066 column_unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3068\u756a\u53f7\u306f\u3001\u30bb\u30eb\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u8fd1\u3044\u7b49\u7d1a\u306e\u91d1\u984d\u306b\u76f4\u3059\u3001\u5358\u4f4d\u3092\u63db\u7b97\u3059\u308b\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u6708\u306f\u5143\u53f7\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u897f\u66a6\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u306f\u5217\u306e\u898b\u51fa\u3057\u306b\u3042\u308b\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u7121\u3051\u308c\u3070 null \u3067\u3059\u3002\n- \u5404\u884c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u8868\u306e\u884c\u756a\u53f7 row_index \u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u53f0\u5e33\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5c4a\u51fa\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6a19\u6e96\u5831\u916c\u306e\u901a\u77e5\u66f8\u3067\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u304d\u306f\u3001rows \u3092\u7a7a\u306b\u3057\u3001notice_type \u3092 other \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08Markdown\uff09\u3011{layout_markdown}\n```\n\n**\u53f0\u5e33\u3092\u6e21\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6e21\u3059\u306e\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u7167\u5408\u306f\u3001AI\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u884c\u3044\u307e\u3059\u3002** AI\u306e\u5f79\u5272\u3092\u300c\u8868\u306e\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u300d\u306b\u7d5e\u308b\u3068\u3001AI\u306e\u8aa4\u308a\u306f\u300c\u8aad\u307f\u9055\u3044\u300d\u3060\u3051\u306b\u306a\u308a\u3001\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u3067\u62fe\u3048\u307e\u3059\u3002\n\n**\u300c\u8fd1\u3044\u7b49\u7d1a\u306e\u91d1\u984d\u306b\u76f4\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u7b49\u7d1a\u8868\u306b\u7121\u3044\u91d1\u984d\u3092\u7b49\u7d1a\u8868\u306e\u91d1\u984d\u306b\u5bc4\u305b\u307e\u3059\u3002** \u8aad\u307f\u9055\u3044\u3067\u7b49\u7d1a\u8868\u306b\u7121\u3044\u6570\u5b57\u304c\u51fa\u305f\u306a\u3089\u3001**\u305d\u308c\u306f\u8aad\u307f\u9055\u3044\u306e\u5370\u3068\u3057\u3066\u6b8b\u3059\u3079\u304d\u60c5\u5831\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"notice_type\": \"acquisition | standard | not_applicable | bonus | other\",\n  \"office\": { \"code\": null, \"name\": null },\n  \"rows\": [\n    { \"row_index\": 0, \"insured_no\": null, \"name\": null,\n      \"health_amount\": null, \"pension_amount\": null,\n      \"effective_era_ym\": null, \"unit\": null, \"column_unclear\": false }\n  ]\n}\n```\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u578b\u3067\u8868\u3057\u307e\u3059\u3002** \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3067\u3059\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u3092\u7a7a\u6587\u5b57\u3067\u306f\u306a\u304f `null` \u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u7167\u5408\u306e\u5074\u3067\u300c\u8aad\u3081\u306a\u304b\u3063\u305f\u300d\u3092\u6a5f\u68b0\u3067\u62fe\u3048\u307e\u3059\u3002**\n\n\u4e2d\u7d99\u306e\u51e6\u7406\u306f\u3001\u3053\u306e\u51fa\u529b\u306b\u6b21\u306e\u5024\u3092\u8db3\u3057\u3066\u7167\u5408\u306e\u7d50\u679c\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n| \u7d50\u679c | \u6761\u4ef6 | \u62c5\u5f53\u8005\u306e\u5bfe\u5fdc |\n|:--|:--|:--|\n| `match` | \u53f0\u5e33\u306e\u5065\u4fdd\u30fb\u539a\u5e74\u306e\u91d1\u984d\u3068\u6539\u5b9a\u5e74\u6708\u304c\u901a\u77e5\u66f8\u3068\u540c\u3058 | \u4ef6\u6570\u3060\u3051\u898b\u308b |\n| `ledger_outdated` | \u901a\u77e5\u66f8\u3068\u5c4a\u51fa\u306e\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u540c\u3058\u3067\u3001\u53f0\u5e33\u3060\u3051\u304c\u53e4\u3044 | \u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3059\u308b |\n| `differs_from_filing` | \u901a\u77e5\u66f8\u304c\u5c4a\u51fa\u306e\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u9055\u3046 | **\u5c4a\u51fa\u306e\u63a7\u3048\u3068\u5831\u916c\u306e\u96c6\u8a08\u3092\u78ba\u304b\u3081\u308b** |\n| `not_in_ledger` | \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | \u53f0\u5e33\u306e\u767b\u9332\u6f0f\u308c\u3092\u78ba\u304b\u3081\u308b |\n| `unreadable` | \u91d1\u984d\u30fb\u756a\u53f7\u306e\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u3057\u304d\u3044\u5024\u672a\u6e80\u3001\u307e\u305f\u306f `column_unclear` | \u901a\u77e5\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n\n**\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306f\u3001\u898f\u5247\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002** \u63a7\u9664\u306e\u65b9\u5f0f\u304c\u300c\u524d\u6708\u5206\u3092\u63a7\u9664\u300d\u306e\u9867\u554f\u5148\u306a\u3089\u3001\u6539\u5b9a\u5e74\u6708\u306e\u7fcc\u6708\u306b\u652f\u6255\u3046\u7d66\u4e0e\u304b\u3089\u63a7\u9664\u984d\u3092\u5909\u3048\u307e\u3059\u3002**\u305d\u306e\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3092\u901a\u77e5\u66f8\u306e\u53d7\u9818\u65e5\u304c\u904e\u304e\u3066\u3044\u308c\u3070 `retro_adjust: true` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u3053\u306e\u5224\u65ad\u306bAI\u306f\u95a2\u308f\u308a\u307e\u305b\u3093\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u30c8\u30ea\u30ac\u30fc | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u8868\u30fb\u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059 |\n| \u793e\u54e1\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3001\u627f\u8a8d\u5f8c\u306e\u66f4\u65b0 | \u7167\u5408\u3068\u3001\u627f\u8a8d\u3055\u308c\u305f\u884c\u306e\u66f4\u65b0 |\n| \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u3001\u5c4a\u3044\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306e\u691c\u51fa |\n| \u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53 | \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u3092\u5171\u6709 | \u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708 |\n\n**\u793e\u54e1\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u3057\u305f\u884c\u3060\u3051\u3067\u3059\u3002** `ledger_outdated` \u3067\u3082\u81ea\u52d5\u3067\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**\u53f0\u5e33\u306f\u7d66\u4e0e\u8a08\u7b97\u3068\u4fdd\u967a\u6599\u306e\u6839\u62e0\u3067\u3001\u8aa4\u3063\u305f\u66f4\u65b0\u306f\u305d\u306e\u307e\u307e\u9867\u554f\u5148\u306e\u5f93\u696d\u54e1\u306e\u7d66\u4e0e\u306b\u51fa\u307e\u3059\u3002**\n\n**\u7d66\u4e0e\u8a08\u7b97\u30bd\u30d5\u30c8\u3078\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u63a7\u9664\u984d\u306e\u5909\u66f4\u306f\u3001\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u304c\u6708\u306e\u51e6\u7406\u306e\u4e2d\u3067\u5165\u308c\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u300c\u8ab0\u306e\u3001\u3069\u306e\u6708\u306e\u7d66\u4e0e\u3067\u5909\u3048\u308b\u304b\u300d\u306e\u4e00\u89a7\u307e\u3067\u3067\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u3059\u3002** \u9806\u756a\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`differs_from_filing` \u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u5c4a\u51fa\u306e\u63a7\u3048\u3068\u3001\u5831\u916c\u306e\u96c6\u8a08\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5c4a\u51fa\u306e\u8aa4\u308a\u306a\u3089\u3001\u53f0\u5e33\u3092\u76f4\u3059\u524d\u306b\u8a02\u6b63\u306e\u624b\u7d9a\u304d\u3092\u691c\u8a0e\u3057\u307e\u3059**\n2. **`unreadable` \u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** \u2026 \u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u304b\u3063\u305f\u91d1\u984d\u3068\u756a\u53f7\u3092\u3001\u901a\u77e5\u66f8\u306e\u753b\u50cf\u3067\u898b\u307e\u3059\n3. **`ledger_outdated` \u3092\u627f\u8a8d\u3059\u308b** \u2026 \u901a\u77e5\u66f8\u3068\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u540c\u3058\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3057\u307e\u3059\n4. **`retro_adjust` \u306e\u884c\u3092\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u4f1d\u3048\u308b** \u2026 \u5dee\u984d\u306e\u8abf\u6574\u304c\u8981\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u3001\u9867\u554f\u5148\u3078\u306e\u8aac\u660e\u3068\u3042\u308f\u305b\u3066\u4f1d\u3048\u307e\u3059\n\n**1\u756a\u76ee\u3092\u5f8c\u56de\u3057\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5c4a\u3051\u305f\u5185\u5bb9\u3068\u9055\u3046\u7d50\u679c\u304c\u51fa\u305f\u3053\u3068\u306f\u3001**\u5831\u916c\u306e\u96c6\u8a08\u306e\u8aa4\u308a\u304b\u3001\u5c4a\u51fa\u306e\u8a18\u5165\u306e\u8aa4\u308a\u304b\u3001\u4e8b\u52d9\u6240\u306e\u898b\u8fbc\u307f\u306e\u8a08\u7b97\u306e\u8aa4\u308a\u306e\u3069\u308c\u304b**\u3067\u3059\u3002\u53f0\u5e33\u3060\u3051\u76f4\u3057\u3066\u7d42\u308f\u308b\u3068\u3001\u540c\u3058\u8aa4\u308a\u304c\u6b21\u306e\u5c4a\u51fa\u3067\u3082\u8d77\u304d\u307e\u3059\u3002\n\n**\u627f\u8a8d\u3057\u305f\u62c5\u5f53\u8005\u306e\u540d\u524d\u306f\u3001\u884c\u3054\u3068\u306b\u8a18\u9332\u3057\u307e\u3059\u3002** \u624b\u7d9a\u304d\u306e\u62c5\u5f53\u3068\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u304c\u5225\u306e\u4eba\u306a\u3089\u3001**\u627f\u8a8d\u3057\u305f\u4eba\u3068\u9023\u7d61\u3092\u53d7\u3051\u305f\u4eba\u304c\u5f8c\u304b\u3089\u305f\u3069\u308c\u308b\u3053\u3068\u304c\u3001\u5dee\u984d\u306e\u7cbe\u7b97\u3067\u52b9\u3044\u3066\u304d\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001480\u884c\u3092\u306a\u3089\u3057\u30661\u884c1.5\u5206\u3067\u3059\u3002** \u9055\u3044\u306e\u3042\u308b\u884c\u304c1\u5272\u53f0\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u5199\u771f\u306e\u901a\u77e5\u66f8\u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u306e\u8a18\u9332\u304c\u629c\u3051\u3066\u3044\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u771f\u304c\u50be\u3044\u3066\u3044\u308b\u30fb\u5f71\u304c\u5165\u3063\u3066\u3044\u308b | `unreadable` \u304c\u5897\u3048\u308b\u3002**\u9867\u554f\u5148\u306b\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u9001\u4ed8\u3092\u983c\u3080** |\n| 2\u30da\u30fc\u30b8\u76ee\u304c\u629c\u3051\u3066\u3044\u308b | \u30da\u30fc\u30b8\u8868\u793a\u3067\u691c\u77e5\u3057\u3001\u9867\u554f\u5148\u3078\u6b8b\u308a\u306e\u30da\u30fc\u30b8\u3092\u983c\u3080 |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u63d0\u51fa\u524d\u306b\u30ed\u30c3\u30af\u3092\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u62c5\u5f53\u8005\u304c\u89e3\u9664\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b | 1024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u5065\u4fdd\u3068\u539a\u5e74\u306e\u5217\u304c\u898b\u51fa\u3057\u3067\u5206\u3051\u3089\u308c\u306a\u3044 | `column_unclear` \u3068\u3057\u3066 `unreadable` \u306b\u56de\u3059 |\n| \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | `not_in_ledger`\u3002**\u8cc7\u683c\u53d6\u5f97\u306e\u53f0\u5e33\u767b\u9332\u306e\u6f0f\u308c\u3092\u307e\u305a\u7591\u3046** |\n| \u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u6bce\u9031\u306e\u4e00\u89a7\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u9867\u554f\u5148\u3068\u5e74\u91d1\u4e8b\u52d9\u6240\u306b\u78ba\u304b\u3081\u308b |\n| \u6a19\u6e96\u5831\u916c\u306e\u901a\u77e5\u66f8\u3067\u306a\u3044\u66f8\u985e | `notice_type: other` \u3068\u3057\u3066\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306eAPI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u306f\u3001\u6c17\u3065\u304d\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002** 1\u30da\u30fc\u30b8\u76ee\u306e\u88ab\u4fdd\u967a\u8005\u304c\u3059\u3079\u3066 `match` \u3060\u3068\u3001\u901a\u77e5\u66f8\u5168\u4f53\u304c\u6e08\u3093\u3060\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002**\u30da\u30fc\u30b8\u8868\u793a\u3092\u898b\u3066\u3001\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306f\u7167\u5408\u3092\u4fdd\u7559\u306b\u3057\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08\u96fb\u5b50\u7533\u8acb\uff0f\u9867\u554f\u5148\u304b\u3089\u306e\u8ee2\u9001\uff09\n- \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306eJSON\u306e\u5168\u6587\u3068\u3001\u30bb\u30eb\u3054\u3068\u306e\u4fe1\u983c\u5ea6\n- \u751f\u6210AI\u306e\u51fa\u529b\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u7167\u5408\u306e\u3068\u304d\u306b\u53c2\u7167\u3057\u305f\u793e\u54e1\u53f0\u5e33\u306e\u884c\u306e\u5024** \u2026 \u66f4\u65b0\u524d\u306e\u5024\u3092\u6b8b\u3059\n- **\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u30fb\u4fee\u6b63\u3057\u305f\u8a18\u9332** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u3069\u306e\u884c\u3092\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u3048\u305f\u304b\n- \u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u7d50\u679c\u3068\u3001`retro_adjust` \u306e\u6709\u7121\n- \u9867\u554f\u5148\u3054\u3068\u306e `unreadable` \u306e\u767a\u751f\u6570\n\n**4\u3064\u76ee\u3067\u66f4\u65b0\u524d\u306e\u5024\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u984d\u306e\u7cbe\u7b97\u306b\u8981\u308b\u304b\u3089\u3067\u3059\u3002** \u63a7\u9664\u984d\u3092\u5909\u3048\u305f\u6708\u304c\u5f8c\u3067\u554f\u984c\u306b\u306a\u3063\u305f\u3068\u304d\u3001**\u3044\u3064\u53f0\u5e33\u304c\u5909\u308f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u7cbe\u7b97\u306e\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u9867\u554f\u5148\u3078\u306e\u4f9d\u983c\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u9867\u554f\u5148\u3060\u3051 `unreadable` \u304c\u591a\u3044\u306a\u3089\u3001\u5199\u771f\u3067\u9001\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001**\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u9001\u4ed8\u3092\u983c\u3080\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":480,"assumption_workdays":20,"volume_month":480,"before_minutes_per_case":5,"after_minutes_per_case":1.5,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":12,"saved_hours_month":28,"reduction_rate":70,"saved_hours_year":336,"annual_cost_effect":1008000,"summary":"\u9867\u554f\u5148\u306b\u5c4a\u304f\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\u30fb\u6539\u5b9a\u306e\u901a\u77e5\u66f8\u3092 Azure AI Document Intelligence \u3067\u8aad\u307f\u53d6\u308a\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3068\u6539\u5b9a\u5e74\u6708\u3092\u4e8b\u52d9\u6240\u306e\u793e\u54e1\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u3068\u3001\u7d66\u4e0e\u8a08\u7b97\u3067\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u3068\u3001\u9867\u554f\u5148\u304b\u3089\u9001\u3089\u308c\u3066\u304d\u305f\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u62c5\u5f53\u8005\u304c\u305d\u308c\u305e\u308c\u53d7\u3051\u53d6\u308b\n2. \u901a\u77e5\u66f8\u3092\u958b\u304d\u3001\u3069\u306e\u9867\u554f\u5148\u306e\u3001\u3069\u306e\u88ab\u4fdd\u967a\u8005\u306e\u901a\u77e5\u304b\u3092\u78ba\u304b\u3081\u308b\n3. \u793e\u54e1\u53f0\u5e33\u3092\u958b\u304d\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306b\u5065\u5eb7\u4fdd\u967a\u3068\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3001\u6539\u5b9a\u5e74\u6708\u3092\u898b\u6bd4\u3079\u308b\n4. \u53f0\u5e33\u3068\u9055\u3048\u3070\u3001\u5c4a\u51fa\u306e\u63a7\u3048\u3092\u958b\u3044\u3066\u3001\u5c4a\u3051\u305f\u5831\u916c\u6708\u984d\u3068\u6c7a\u5b9a\u306e\u7d50\u679c\u3092\u6bd4\u3079\u308b\n5. \u53f0\u5e33\u3092\u76f4\u3057\u3001\u6539\u5b9a\u5e74\u6708\u304b\u3089\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u7d66\u4e0e\u3092\u8003\u3048\u308b\n6. \u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u306b\u3001\u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u9023\u7d61\u3059\u308b\n7. \u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u3001\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u308b\n\n**\uff08a\uff091\u884c\u305a\u3064\u898b\u6bd4\u3079\u3066\u3044\u308b\u3002** \u901a\u77e5\u66f8\u306e1\u679a\u306b\u306f\u4f55\u4eba\u5206\u3082\u306e\u884c\u304c\u4e26\u3073\u3001\u53f0\u5e33\u306f\u5225\u306e\u753b\u9762\u3067\u3059\u3002**\u884c\u3092\u76ee\u3067\u8ffd\u3063\u3066\u3001\u7b49\u7d1a\u306e\u6570\u5b57\u3068\u91d1\u984d\u3092\u5de6\u53f3\u3067\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u304c\u3001\u6bce\u6708\u6570\u767e\u884c\u3042\u308a\u307e\u3059\u3002** \u5065\u5eb7\u4fdd\u967a\u3068\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u3067\u6a19\u6e96\u5831\u916c\u6708\u984d\u304c\u9055\u3046\u4eba\uff08\u4e0a\u9650\u3084\u4e0b\u9650\u306b\u5f53\u305f\u308b\u4eba\uff09\u3067\u3001\u53d6\u308a\u9055\u3048\u304c\u8d77\u304d\u307e\u3059\u3002\n\n**\uff08b\uff09\u5c4a\u304f\u7d4c\u8def\u3067\u624b\u9806\u304c\u9055\u3046\u3002** \u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u306f\u62c5\u5f53\u8005\u304c\u898b\u843d\u3068\u3057\u306b\u304f\u3044\u4e00\u65b9\u3001\u9867\u554f\u5148\u304b\u3089\u5199\u771f\u3067\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u306f**\u30e1\u30fc\u30eb\u306b\u57cb\u3082\u308c\u3066\u51e6\u7406\u304c\u9045\u308c\u307e\u3059\u3002** \u8ab0\u304c\u3069\u306e\u901a\u77e5\u66f8\u3092\u51e6\u7406\u3057\u305f\u304b\u3082\u3001\u8a18\u9332\u306b\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u4fdd\u967a\u6599\u306e\u5909\u66f4\u304c\u7d66\u4e0e\u306b\u9045\u308c\u3066\u5165\u308b\u3002** 5\u756a\u76ee\u306e\u300c\u3069\u306e\u6708\u306e\u7d66\u4e0e\u3067\u5909\u3048\u308b\u304b\u300d\u306f\u62c5\u5f53\u8005\u304c\u982d\u306e\u4e2d\u3067\u8003\u3048\u3066\u304a\u308a\u3001**\u901a\u77e5\u66f8\u306e\u5230\u7740\u304c\u9045\u308c\u305f\u6708\u306b\u3001\u5909\u66f4\u304c1\u304b\u6708\u305a\u308c\u3066\u5165\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u5f8c\u304b\u3089\u5dee\u984d\u3092\u7cbe\u7b97\u3059\u308b\u306e\u306f\u3001\u9867\u554f\u5148\u306e\u5f93\u696d\u54e1\u3078\u306e\u8aac\u660e\u3082\u542b\u3081\u3066\u91cd\u3044\u4ed5\u4e8b\u3067\u3059\u3002\n\n**\uff08d\uff09\u5c4a\u3044\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** 7\u756a\u76ee\u306f\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u983c\u307f\u3067\u3001**\u5c4a\u51fa\u3092\u3057\u305f\u4e00\u89a7\u3068\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308a\u307e\u305b\u3093\u3002**","before_flow_steps":["\u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u3068\u3001\u9867\u554f\u5148\u304b\u3089\u9001\u3089\u308c\u3066\u304d\u305f\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u62c5\u5f53\u8005\u304c\u305d\u308c\u305e\u308c\u53d7\u3051\u53d6\u308b","\u901a\u77e5\u66f8\u3092\u958b\u304d\u3001\u3069\u306e\u9867\u554f\u5148\u306e\u3001\u3069\u306e\u88ab\u4fdd\u967a\u8005\u306e\u901a\u77e5\u304b\u3092\u78ba\u304b\u3081\u308b","\u793e\u54e1\u53f0\u5e33\u3092\u958b\u304d\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306b\u5065\u5eb7\u4fdd\u967a\u3068\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3001\u6539\u5b9a\u5e74\u6708\u3092\u898b\u6bd4\u3079\u308b","\u53f0\u5e33\u3068\u9055\u3048\u3070\u3001\u5c4a\u51fa\u306e\u63a7\u3048\u3092\u958b\u3044\u3066\u3001\u5c4a\u3051\u305f\u5831\u916c\u6708\u984d\u3068\u6c7a\u5b9a\u306e\u7d50\u679c\u3092\u6bd4\u3079\u308b","\u53f0\u5e33\u3092\u76f4\u3057\u3001\u6539\u5b9a\u5e74\u6708\u304b\u3089\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u7d66\u4e0e\u3092\u8003\u3048\u308b","\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u306b\u3001\u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u9023\u7d61\u3059\u308b","\u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u3001\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u9867\u554f\u5148\u3054\u3068\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b\u3002\u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u753b\u50cf\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** Azure AI Document Intelligence \u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u3001\u901a\u77e5\u66f8\u306e\u6587\u5b57\u3068\u8868\u3092\u8aad\u307f\u53d6\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u901a\u77e5\u66f8\u306e\u7a2e\u985e\u3001\u4e8b\u696d\u6240\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\uff08\u5065\u4fdd\u30fb\u539a\u5e74\uff09\u3068\u6539\u5b9a\u5e74\u6708\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u793e\u54e1\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u5024\u3092\u898b\u6bd4\u3079\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u3068\u7167\u3089\u3057\u3001`match` \uff0f `ledger_outdated` \uff0f `differs_from_filing` \uff0f `not_in_ledger` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u63a7\u9664\u306e\u65b9\u5f0f\u3068\u6539\u5b9a\u5e74\u6708\u304b\u3089\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u7d66\u4e0e\u306e\u6708\u3092\u8a08\u7b97\u3057\u3001\u7de0\u3081\u3092\u904e\u304e\u3066\u3044\u308c\u3070\u5dee\u984d\u306e\u8abf\u6574\u306b\u5370\u3092\u4ed8\u3051\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u3001\u6bce\u9031\u4e00\u89a7\u306b\u3059\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `match` \u4ee5\u5916\u306e\u884c\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3059\u308b\n10. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u9023\u7d61\u3059\u308b\n\n**9\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u898b\u308b\u306e\u306f\u5168\u884c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53f0\u5e33\u304c\u901a\u77e5\u66f8\u3069\u304a\u308a\u306e\u884c\u306f\u4ef6\u6570\u3060\u3051\u898b\u3066\u7d42\u308f\u308a\u306b\u3057\u3001**\u9055\u3044\u306e\u3042\u308b\u884c\u3068\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u884c\u3060\u3051\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3067 `differs_from_filing` \u3092\u5206\u3051\u3066\u3044\u308b\u306e\u304c\u3001\u7b2c1\u7ae0\u306e\u8981\u70b9\u3067\u3059\u3002** \u5c4a\u3051\u305f\u5831\u916c\u6708\u984d\u304b\u3089\u51fa\u308b\u306f\u305a\u306e\u7b49\u7d1a\u3068\u9055\u3046\u7d50\u679c\u304c\u51fa\u305f\u3089\u3001**\u53f0\u5e33\u3092\u76f4\u3059\u524d\u306b\u5c4a\u51fa\u306e\u63a7\u3048\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u9867\u554f\u5148\u3054\u3068\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b\u3002\u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u753b\u50cf\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Azure AI Document Intelligence \u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u3001\u901a\u77e5\u66f8\u306e\u6587\u5b57\u3068\u8868\u3092\u8aad\u307f\u53d6\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u901a\u77e5\u66f8\u306e\u7a2e\u985e\u3001\u4e8b\u696d\u6240\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\uff08\u5065\u4fdd\u30fb\u539a\u5e74\uff09\u3068\u6539\u5b9a\u5e74\u6708\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u793e\u54e1\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u5024\u3092\u898b\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u3068\u7167\u3089\u3057\u3001`match` \uff0f `ledger_outdated` \uff0f `differs_from_filing` \uff0f `not_in_ledger` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u63a7\u9664\u306e\u65b9\u5f0f\u3068\u6539\u5b9a\u5e74\u6708\u304b\u3089\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u7d66\u4e0e\u306e\u6708\u3092\u8a08\u7b97\u3057\u3001\u7de0\u3081\u3092\u904e\u304e\u3066\u3044\u308c\u3070\u5dee\u984d\u306e\u8abf\u6574\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u3001\u6bce\u9031\u4e00\u89a7\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `match` \u4ee5\u5916\u306e\u884c\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u9023\u7d61\u3059\u308b"],"architecture":"```\n\u901a\u77e5\u66f8\uff08\u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u30fb\u9867\u554f\u5148\u304b\u3089\u306e\u30b9\u30ad\u30e3\u30f3\u3084\u5199\u771f\uff09\n   \u2502  \u9867\u554f\u5148\u3054\u3068\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\nAzure Functions\uff08\u4e2d\u7d99\u306e\u51e6\u7406\uff09\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d\n   \u25bc\nAzure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3001Markdown\u51fa\u529b\uff09\n   \u2502   \u6587\u5b57\u30fb\u8868\u30fb\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6\n   \u25bc\nAzure OpenAI\uff08Microsoft Foundry\uff09 \u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\n   \u2502   \u901a\u77e5\u66f8\u306e\u7a2e\u985e\uff0f\u4e8b\u696d\u6240\uff0f\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u30fb\u6539\u5b9a\u5e74\u6708\n   \u25bc\nAzure Functions \u2500\u2500 \u793e\u54e1\u53f0\u5e33\u30fb\u5c4a\u51fa\u306e\u63a7\u3048\u3068\u306e\u7167\u5408\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\n   \u25bc\n\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 \u2500\u2500\u3010\u62c5\u5f53\u8005\u304c\u9055\u3044\u306e\u3042\u308b\u884c\u3060\u3051\u78ba\u8a8d\u30fb\u627f\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u793e\u54e1\u53f0\u5e33\u306e\u66f4\u65b0\n   \u2514\u2500\u2500\u25b6 \u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u306e\u9023\u7d61\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Azure AI Document Intelligence\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff09 | Google Document AI |\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u69cb\u9020\u5316\u51fa\u529b\u3067\u8868\u306e\u884c\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u53f0\u5e33\u306e\u7167\u5408\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\uff09 | Azure Logic Apps |\n| \u4fdd\u7ba1 | \u4e8b\u52d9\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\uff08\u901a\u77e5\u66f8\u306e\u539f\u672c\u3068\u7167\u5408\u306e\u63a7\u3048\uff09 | Azure Blob Storage |\n| \u53f0\u5e33 | \u65e2\u5b58\u306e\u793e\u54e1\u53f0\u5e33\u3068\u7d66\u4e0e\u8a08\u7b97\u30bd\u30d5\u30c8 | \u2015 |\n\n**\u793e\u54e1\u53f0\u5e33\u3068\u7d66\u4e0e\u8a08\u7b97\u30bd\u30d5\u30c8\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u53f0\u5e33\u306e\u66f4\u65b0\u306e**\u5019\u88dc**\u3092\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u3067\u3001\u53f0\u5e33\u3068\u7d66\u4e0e\u8a08\u7b97\u30bd\u30d5\u30c8\u3078\u306f\u62c5\u5f53\u8005\u306e\u627f\u8a8d\u306e\u5f8c\u306b\u53cd\u6620\u3057\u307e\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u793e\u54e1\u53f0\u5e33\u306b\u300c\u63a7\u9664\u306e\u65b9\u5f0f\u300d\u3068\u300c\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u300d\u306e\u5217\u3092\u8db3\u3059\u3053\u3068\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u304c\u8a08\u7b97\u3067\u304d\u307e\u305b\u3093\u3002\n\n**\u8aad\u307f\u53d6\u308a\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff08`prebuilt-layout`\uff09\u3092\u4f7f\u3044\u307e\u3059\u3002** \u6587\u5b57\u306b\u52a0\u3048\u3066\u8868\u3068\u9078\u629e\u30de\u30fc\u30af\u3092\u53d6\u308a\u51fa\u3057\u3001\u8868\u306e\u5404\u30bb\u30eb\u306b\u306f\u884c\u3068\u5217\u306e\u756a\u53f7\u3068\u3001\u898b\u51fa\u3057\u306e\u884c\u304b\u3069\u3046\u304b\u304c\u4ed8\u304d\u307e\u3059\u3002**\u901a\u77e5\u66f8\u306f\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u304c\u4e26\u3076\u8868\u306a\u306e\u3067\u3001\u8868\u306e\u69cb\u9020\u306e\u307e\u307e\u53d6\u308a\u51fa\u305b\u308b\u3053\u3068\u304c\u52b9\u304d\u307e\u3059\u3002** `outputContentFormat=markdown` \u3092\u6307\u5b9a\u3059\u308b\u3068Markdown\u3067\u8fd4\u308a\u3001v4.0\uff082024-11-30\uff09\u3067\u306f\u8868\u304cHTML\u306e\u8868\u3067\u8868\u3055\u308c\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306f\u3001\u5370\u5237\u306e\u6587\u5b57\u3082\u624b\u66f8\u304d\u306e\u6587\u5b57\u3082\u5bfe\u5fdc\u8a00\u8a9e\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002** \u901a\u77e5\u66f8\u306f\u5370\u5237\u3067\u3059\u304c\u3001\u9867\u554f\u5148\u304c\u53d7\u4ed8\u65e5\u3084\u62c5\u5f53\u8005\u540d\u3092\u624b\u66f8\u304d\u3067\u66f8\u304d\u8fbc\u3093\u3067\u9001\u3063\u3066\u304f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5165\u529b\u306fPDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3001PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u30ec\u30d9\u30eb\u3067500MB\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a9\u30eb\u30c0\u306f\u9867\u554f\u5148\u3054\u3068\u306b\u5206\u3051\u3001**\u3069\u306e\u9867\u554f\u5148\u306e\u901a\u77e5\u66f8\u304b\u3092\u30d5\u30a9\u30eb\u30c0\u3067\u6c7a\u3081\u307e\u3059\u3002** \u901a\u77e5\u66f8\u306e\u4e8b\u696d\u6240\u540d\u304b\u3089\u9867\u554f\u5148\u3092\u63a8\u3057\u91cf\u308b\u3068\u3001\u540c\u3058\u540d\u524d\u306e\u4f1a\u793e\u3084\u3001\u652f\u5e97\u3054\u3068\u306e\u4e8b\u696d\u6240\u3067\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n\u7d4c\u8def\u306f2\u3064\u3042\u308a\u307e\u3059\u3002**\u96fb\u5b50\u7533\u8acb\u306e\u7d50\u679c\u306f\u3001\u96fb\u5b50\u7533\u8acb\u306e\u30bd\u30d5\u30c8\u304b\u3089\u62c5\u5f53\u8005\u304c\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u30b9\u30ad\u30e3\u30f3\u3084\u5199\u771f\u306f\u3001\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092\u62c5\u5f53\u8005\u304c\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3057\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u305f\u6642\u70b9\u304b\u3089\u5148\u306f\u533a\u5225\u3057\u307e\u305b\u3093\u3002**\n\n**\u3082\u30461\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3059\u3002** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u306e\u3046\u3061\u3001\u63d0\u51fa\u304b\u3089\u4e00\u5b9a\u306e\u65e5\u6570\u304c\u305f\u3063\u3066\u3082\u901a\u77e5\u66f8\u306e\u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u7b2c3\u7ae0\u306e\uff08d\uff09\u3092\u62fe\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002**\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3057\u3001\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u3092\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb | PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3068\u7d4c\u8def | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u3001\u8868\u306e\u30bb\u30eb\uff08\u884c\u30fb\u5217\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304b\u3069\u3046\u304b\uff09\u3001\u5358\u8a9e\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | Azure AI Document Intelligence |\n| \u793e\u54e1\u53f0\u5e33 | \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3001\u6c0f\u540d\u3001\u5065\u4fdd\u30fb\u539a\u5e74\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u3001\u6539\u5b9a\u5e74\u6708\u3001**\u63a7\u9664\u306e\u65b9\u5f0f** | \u9867\u554f\u5148\u3054\u3068\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7 | \u5c4a\u51fa\u306e\u7a2e\u985e\u3001\u63d0\u51fa\u65e5\u3001\u88ab\u4fdd\u967a\u8005\u3001\u5c4a\u3051\u305f\u5831\u916c\u6708\u984d\u3001**\u898b\u8fbc\u307f\u306e\u7b49\u7d1a** | \u4e8b\u52d9\u6240\u306e\u624b\u7d9a\u304d\u306e\u7ba1\u7406\u8868 |\n| \u9867\u554f\u5148\u306e\u60c5\u5831 | \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3001**\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3068\u652f\u6255\u65e5** | \u9867\u554f\u5148\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u3067\u3059\u3002** \u3053\u3053\u306b\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u7121\u3044\u3068\u3001\u901a\u77e5\u66f8\u3068\u53f0\u5e33\u304c\u9055\u3063\u305f\u3068\u304d\u306b\u3001\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u308b\u6750\u6599\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u6708\u984d\u5909\u66f4\u5c4a\u3092\u51fa\u3059\u3068\u304d\u306b\u3001\u4e8b\u52d9\u6240\u304c\u8a08\u7b97\u3057\u305f\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3092\u5fc5\u305a\u8a18\u9332\u3057\u307e\u3059\u3002**\n\n**\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3068\u652f\u6255\u65e5\u306f\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u306b\u4f7f\u3044\u307e\u3059\u3002** \u9867\u554f\u5148\u3054\u3068\u306b\u9055\u3044\u3001\u540c\u3058\u9867\u554f\u5148\u3067\u3082\u90e8\u9580\u306b\u3088\u3063\u3066\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304b\u3089\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| \u30e2\u30c7\u30eb | `prebuilt-layout` | \u8868\u306e\u69cb\u9020\uff08\u884c\u30fb\u5217\u30fb\u898b\u51fa\u3057\uff09\u304c\u8981\u308b |\n| `outputContentFormat` | `markdown` | \u751f\u6210AI\u306b\u8868\u306e\u5f62\u306e\u307e\u307e\u6e21\u305b\u308b |\n| \u8a00\u8a9e\u306e\u6307\u5b9a | \u3057\u306a\u3044 | \u516c\u5f0f\u306e\u6848\u5185\u3067\u306f\u3001\u8a00\u8a9e\u304c\u78ba\u304b\u3067\u306a\u3044\u9650\u308a\u6307\u5b9a\u3057\u306a\u3044\u307b\u3046\u304c\u3088\u3044\u3068\u3055\u308c\u3066\u3044\u308b |\n| \u8fd4\u3063\u3066\u304f\u308b\u5024 | `content`\uff08Markdown\uff09\u3001`tables`\uff08\u30bb\u30eb\u3054\u3068\u306e `rowIndex`\u30fb`columnIndex`\u30fb`kind`\uff09\u3001`pages` \u306e\u5358\u8a9e\u3054\u3068\u306e `confidence` | \u8868\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3055\u306e\u5224\u5b9a |\n\n**\u8a00\u8a9e\u3092\u6307\u5b9a\u3057\u306a\u3044\u306e\u306f\u3001\u516c\u5f0f\u306e\u6ce8\u610f\u306b\u5f93\u3046\u305f\u3081\u3067\u3059\u3002** \u8a00\u8a9e\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u305d\u306e\u30e2\u30c7\u30eb\u3060\u3051\u3092\u4f7f\u3046\u3088\u3046\u5f37\u5236\u3057\u3001\u6587\u5b57\u304c\u4e0d\u5b8c\u5168\u306b\u306a\u3063\u305f\u308a\u8aa4\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u901a\u77e5\u66f8\u306b\u306f\u82f1\u6570\u5b57\u306e\u6574\u7406\u8a18\u53f7\u3068\u65e5\u672c\u8a9e\u304c\u6df7\u5728\u3057\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3055\u306f\u3001\u30bb\u30eb\u306b\u5165\u3063\u3066\u3044\u308b\u5358\u8a9e\u306e `confidence` \u3067\u898b\u307e\u3059\u3002** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u30bb\u30eb\u306e\u6587\u5b57\u306e\u7bc4\u56f2\uff08`spans`\uff09\u306b\u91cd\u306a\u308b\u5358\u8a9e\u3092\u5f15\u304d\u3001\u305d\u306e\u6700\u5c0f\u5024\u3092\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u3068\u3057\u307e\u3059\u3002**\u7b49\u7d1a\u3068\u91d1\u984d\u306e\u30bb\u30eb\u306f\u30011\u6587\u5b57\u306e\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u4fdd\u967a\u6599\u306e\u9055\u3044\u306b\u306a\u308b\u306e\u3067\u3001\u3053\u3053\u3092\u6570\u5024\u3067\u62bc\u3055\u3048\u307e\u3059\u3002**\n\n\u793e\u54e1\u53f0\u5e33\u306f\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u5f15\u304d\u307e\u3059\u3002**\u6c0f\u540d\u3067\u306f\u5f15\u304d\u307e\u305b\u3093\u3002** \u901a\u77e5\u66f8\u306e\u6c0f\u540d\u306f\u30ab\u30ca\u3068\u6f22\u5b57\u306e\u8868\u8a18\u304c\u53f0\u5e33\u3068\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u3001\u540c\u59d3\u540c\u540d\u3082\u3044\u307e\u3059\u3002\n\n**\u96fb\u5b50\u7533\u8acb\u306e\u7d4c\u8def\u3067\u5c4a\u304f\u7d50\u679c\u3082\u3001\u3044\u3063\u305f\u3093PDF\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304b\u3089\u540c\u3058\u8aad\u307f\u53d6\u308a\u306b\u901a\u3057\u307e\u3059\u3002** \u7d4c\u8def\u3054\u3068\u306b\u5225\u306e\u53d6\u308a\u8fbc\u307f\u65b9\u3092\u4f5c\u308b\u3068\u3001\u7247\u65b9\u3060\u3051\u69d8\u5f0f\u306e\u5909\u66f4\u306b\u8ffd\u968f\u3067\u304d\u306a\u3044\u671f\u9593\u304c\u3067\u304d\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u624b\u9806\u30921\u672c\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u76f4\u3059\u5834\u6240\u30821\u304b\u6240\u3067\u3059\u3002** \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7\u306f\u3001\u624b\u7d9a\u304d\u306e\u7ba1\u7406\u8868\u304b\u3089\u9867\u554f\u5148\u3068\u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u3067\u5f15\u304d\u3001\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u63d0\u51fa\u65e5\u3092\u7167\u5408\u306e\u6750\u6599\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u307e\u305f\u306f\u753b\u50cf\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u30ec\u30d9\u30eb\u3067500MB\u304c\u4e0a\u9650\u3067\u3059\n3. **\u753b\u50cf\u306e\u5bf8\u6cd5\u306e\u78ba\u8a8d** \u2026 50\u00d750\u30d4\u30af\u30bb\u30eb\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u306e\u9593\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7bc4\u56f2\u5916\u306f\u64ae\u308a\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\n4. **\u6587\u5b57\u306e\u9ad8\u3055\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3067\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u9060\u304f\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3053\u308c\u3092\u4e0b\u56de\u308a\u307e\u3059\n5. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u30ed\u30c3\u30af\u3092\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n6. **\u30da\u30fc\u30b8\u306e\u629c\u3051\u306e\u78ba\u8a8d** \u2026 \u901a\u77e5\u66f8\u306b\u300c1\uff0f2\u300d\u306e\u3088\u3046\u306a\u30da\u30fc\u30b8\u8868\u793a\u304c\u3042\u308c\u3070\u3001\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n7. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u9867\u554f\u5148\u30fb\u540c\u3058\u88ab\u4fdd\u967a\u8005\u30fb\u540c\u3058\u6539\u5b9a\u5e74\u6708\u306e\u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u308c\u3070\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\n\n**4\u756a\u76ee\u30686\u756a\u76ee\u306f\u3001\u9867\u554f\u5148\u304b\u3089\u5199\u771f\u3067\u5c4a\u304f\u901a\u77e5\u66f8\u306e\u305f\u3081\u306b\u3042\u308a\u307e\u3059\u3002** \u9060\u304f\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306e\u91d1\u984d\u306e\u6b04\u306f\u3001\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306b\u8fd1\u304f\u306a\u308a\u307e\u3059\u3002**2\u30da\u30fc\u30b8\u76ee\u304c\u629c\u3051\u305f\u901a\u77e5\u66f8\u306f\u30011\u30da\u30fc\u30b8\u76ee\u306e\u884c\u3060\u3051\u304c\u7167\u5408\u3055\u308c\u3066\u300c\u5168\u54e1\u6e08\u307f\u300d\u306b\u898b\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u8868\u304b\u3089\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7167\u5408\u3082\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u3082\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u3084\u308a\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u901a\u77e5\u66f8\u306e\u7a2e\u985e | \u8868\u984c\u304b\u3089\u3001\u8cc7\u683c\u53d6\u5f97\u6642\u306e\u6c7a\u5b9a\u30fb\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\u30fb\u6539\u5b9a\u4e0d\u8a72\u5f53\u30fb\u8cde\u4e0e\u306a\u3069\u3092\u5f53\u3066\u308b | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `other` |\n| \u4e8b\u696d\u6240 | \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3068\u4e8b\u696d\u6240\u540d | \u8aad\u3081\u306a\u3051\u308c\u3070 `null` |\n| \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7 | \u884c\u3054\u3068\u306b\u3001\u8868\u306e\u30bb\u30eb\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `null` |\n| \u5065\u4fdd\u30fb\u539a\u5e74\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d | **\u5217\u306e\u898b\u51fa\u3057\u3092\u6839\u62e0\u306b\u3001\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5206\u3051\u3066**\u53d6\u308a\u51fa\u3059 | \u898b\u51fa\u3057\u3067\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `column_unclear` |\n| \u6539\u5b9a\uff08\u9069\u7528\uff09\u5e74\u6708 | \u5143\u53f7\u3068\u5e74\u6708\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u897f\u66a6\u3078\u306e\u5909\u63db\u306f\u3057\u306a\u3044 |\n| \u5358\u4f4d | \u5217\u306e\u898b\u51fa\u3057\u306b\u3042\u308b\u5358\u4f4d\uff08\u5186\u30fb\u5343\u5186\uff09\u3092\u305d\u306e\u307e\u307e | \u898b\u51fa\u3057\u306b\u7121\u3051\u308c\u3070 `null` |\n\n**\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5217\u306e\u898b\u51fa\u3057\u3067\u5206\u3051\u3055\u305b\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u516c\u5f0f\u306e\u6848\u5185\u306b\u306f\u3001\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u4e0a\u9650\u304c32\u7b49\u7d1a\u30fb650\u5343\u5186\u3001\u5065\u5eb7\u4fdd\u967a\u306e\u4e0a\u9650\u304c50\u7b49\u7d1a\u30fb1,390\u5343\u5186\u306e\u4f8b\u304c\u8f09\u3063\u3066\u304a\u308a\u3001**\u4e0a\u9650\u3084\u4e0b\u9650\u306b\u5f53\u305f\u308b\u4eba\u306f2\u3064\u306e\u5024\u304c\u9055\u3044\u307e\u3059\u3002** \u4f4d\u7f6e\u3067\u53d6\u308a\u51fa\u3059\u3068\u30012\u3064\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u305f\u307e\u307e\u53f0\u5e33\u3068\u4e00\u81f4\u3057\u305f\u3088\u3046\u306b\u898b\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u53f0\u5e33\u3068\u306e\u7167\u5408 | \u898f\u5247\u3067\u6c7a\u307e\u308b\u6bd4\u8f03\u3002AI\u306b\u53f0\u5e33\u3092\u898b\u305b\u308b\u3068\u3001\u53f0\u5e33\u306e\u5024\u306b\u5bc4\u305b\u3066\u8aad\u3080 |\n| \u5143\u53f7\u304b\u3089\u897f\u66a6\u3078\u306e\u5909\u63db | \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u8868\u3067\u5909\u63db\u3059\u308b\u3002AI\u306e\u63db\u7b97\u306e\u8aa4\u308a\u3092\u5165\u308c\u306a\u3044 |\n| \u5358\u4f4d\u306e\u63db\u7b97\uff08\u5343\u5186\u2192\u5186\uff09 | \u5358\u4f4d\u306e\u53d6\u308a\u9055\u3048\u306f\u4fdd\u967a\u6599\u306e\u6841\u9055\u3044\u306b\u306a\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u3044 | \u7b49\u7d1a\u8868\u304b\u3089\u8fd1\u3044\u91d1\u984d\u306b\u5bc4\u305b\u306a\u3044 |\n| \u968f\u6642\u6539\u5b9a\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u793e\u4f1a\u4fdd\u967a\u306e\u5224\u65ad\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n\n**1\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u52b9\u304f\u8a2d\u8a08\u3067\u3059\u3002** AI\u306b\u53f0\u5e33\u306e\u5024\u3092\u6e21\u3057\u3066\u300c\u9055\u3044\u304c\u3042\u308b\u304b\u300d\u3092\u805e\u304f\u3068\u3001\u8aad\u307f\u306b\u304f\u3044\u6570\u5b57\u3092\u53f0\u5e33\u306e\u5024\u306b\u5bc4\u305b\u3066\u8aad\u307f\u3001**\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u304b\u3089\u5c4a\u3044\u305f\u901a\u77e5\u66f8\u306e\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u53d6\u308a\u51fa\u3059\u7acb\u5834\u3067\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. notice_type \u2026 \u8868\u984c\u304b\u3089\u6b21\u306e\u3044\u305a\u308c\u304b\uff1a\n   acquisition\uff08\u8cc7\u683c\u53d6\u5f97\u6642\u306e\u6c7a\u5b9a\uff09\uff0f standard\uff08\u6a19\u6e96\u5831\u916c\u306e\u6c7a\u5b9a\uff09\uff0f\n   not_applicable\uff08\u6539\u5b9a\u4e0d\u8a72\u5f53\uff09\uff0f bonus\uff08\u8cde\u4e0e\u306e\u6c7a\u5b9a\uff09\uff0f other\n2. office \u2026 \u4e8b\u696d\u6240\u6574\u7406\u8a18\u53f7\u3068\u4e8b\u696d\u6240\u540d\n3. rows \u2026 \u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3002insured_no\u3001name\u3001health_amount\u3001\n   pension_amount\u3001effective_era_ym\u3001unit\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5065\u5eb7\u4fdd\u967a\u3068\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u91d1\u984d\u306f\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u6839\u62e0\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u898b\u51fa\u3057\u3067\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092 null \u306b\u3057\u3066 column_unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3068\u756a\u53f7\u306f\u3001\u30bb\u30eb\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u8fd1\u3044\u7b49\u7d1a\u306e\u91d1\u984d\u306b\u76f4\u3059\u3001\u5358\u4f4d\u3092\u63db\u7b97\u3059\u308b\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u6708\u306f\u5143\u53f7\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u897f\u66a6\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u306f\u5217\u306e\u898b\u51fa\u3057\u306b\u3042\u308b\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u7121\u3051\u308c\u3070 null \u3067\u3059\u3002\n- \u5404\u884c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u8868\u306e\u884c\u756a\u53f7 row_index \u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u53f0\u5e33\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5c4a\u51fa\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6a19\u6e96\u5831\u916c\u306e\u901a\u77e5\u66f8\u3067\u306a\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u304d\u306f\u3001rows \u3092\u7a7a\u306b\u3057\u3001notice_type \u3092 other \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08Markdown\uff09\u3011{layout_markdown}\n```\n\n**\u53f0\u5e33\u3092\u6e21\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u6e21\u3059\u306e\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u7167\u5408\u306f\u3001AI\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u884c\u3044\u307e\u3059\u3002** AI\u306e\u5f79\u5272\u3092\u300c\u8868\u306e\u884c\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u300d\u306b\u7d5e\u308b\u3068\u3001AI\u306e\u8aa4\u308a\u306f\u300c\u8aad\u307f\u9055\u3044\u300d\u3060\u3051\u306b\u306a\u308a\u3001\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u3067\u62fe\u3048\u307e\u3059\u3002\n\n**\u300c\u8fd1\u3044\u7b49\u7d1a\u306e\u91d1\u984d\u306b\u76f4\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u7b49\u7d1a\u8868\u306b\u7121\u3044\u91d1\u984d\u3092\u7b49\u7d1a\u8868\u306e\u91d1\u984d\u306b\u5bc4\u305b\u307e\u3059\u3002** \u8aad\u307f\u9055\u3044\u3067\u7b49\u7d1a\u8868\u306b\u7121\u3044\u6570\u5b57\u304c\u51fa\u305f\u306a\u3089\u3001**\u305d\u308c\u306f\u8aad\u307f\u9055\u3044\u306e\u5370\u3068\u3057\u3066\u6b8b\u3059\u3079\u304d\u60c5\u5831\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u307e\u3059\u3002\n\n```json\n{\n  \"notice_type\": \"acquisition | standard | not_applicable | bonus | other\",\n  \"office\": { \"code\": null, \"name\": null },\n  \"rows\": [\n    { \"row_index\": 0, \"insured_no\": null, \"name\": null,\n      \"health_amount\": null, \"pension_amount\": null,\n      \"effective_era_ym\": null, \"unit\": null, \"column_unclear\": false }\n  ]\n}\n```\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u578b\u3067\u8868\u3057\u307e\u3059\u3002** \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3067\u3059\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u3092\u7a7a\u6587\u5b57\u3067\u306f\u306a\u304f `null` \u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u7167\u5408\u306e\u5074\u3067\u300c\u8aad\u3081\u306a\u304b\u3063\u305f\u300d\u3092\u6a5f\u68b0\u3067\u62fe\u3048\u307e\u3059\u3002**\n\n\u4e2d\u7d99\u306e\u51e6\u7406\u306f\u3001\u3053\u306e\u51fa\u529b\u306b\u6b21\u306e\u5024\u3092\u8db3\u3057\u3066\u7167\u5408\u306e\u7d50\u679c\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n| \u7d50\u679c | \u6761\u4ef6 | \u62c5\u5f53\u8005\u306e\u5bfe\u5fdc |\n|:--|:--|:--|\n| `match` | \u53f0\u5e33\u306e\u5065\u4fdd\u30fb\u539a\u5e74\u306e\u91d1\u984d\u3068\u6539\u5b9a\u5e74\u6708\u304c\u901a\u77e5\u66f8\u3068\u540c\u3058 | \u4ef6\u6570\u3060\u3051\u898b\u308b |\n| `ledger_outdated` | \u901a\u77e5\u66f8\u3068\u5c4a\u51fa\u306e\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u540c\u3058\u3067\u3001\u53f0\u5e33\u3060\u3051\u304c\u53e4\u3044 | \u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3059\u308b |\n| `differs_from_filing` | \u901a\u77e5\u66f8\u304c\u5c4a\u51fa\u306e\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u9055\u3046 | **\u5c4a\u51fa\u306e\u63a7\u3048\u3068\u5831\u916c\u306e\u96c6\u8a08\u3092\u78ba\u304b\u3081\u308b** |\n| `not_in_ledger` | \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | \u53f0\u5e33\u306e\u767b\u9332\u6f0f\u308c\u3092\u78ba\u304b\u3081\u308b |\n| `unreadable` | \u91d1\u984d\u30fb\u756a\u53f7\u306e\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u3057\u304d\u3044\u5024\u672a\u6e80\u3001\u307e\u305f\u306f `column_unclear` | \u901a\u77e5\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n\n**\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306f\u3001\u898f\u5247\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002** \u63a7\u9664\u306e\u65b9\u5f0f\u304c\u300c\u524d\u6708\u5206\u3092\u63a7\u9664\u300d\u306e\u9867\u554f\u5148\u306a\u3089\u3001\u6539\u5b9a\u5e74\u6708\u306e\u7fcc\u6708\u306b\u652f\u6255\u3046\u7d66\u4e0e\u304b\u3089\u63a7\u9664\u984d\u3092\u5909\u3048\u307e\u3059\u3002**\u305d\u306e\u7d66\u4e0e\u306e\u7de0\u3081\u65e5\u3092\u901a\u77e5\u66f8\u306e\u53d7\u9818\u65e5\u304c\u904e\u304e\u3066\u3044\u308c\u3070 `retro_adjust: true` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u3053\u306e\u5224\u65ad\u306bAI\u306f\u95a2\u308f\u308a\u307e\u305b\u3093\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u30c8\u30ea\u30ac\u30fc | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Azure AI Document Intelligence | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u8868\u30fb\u5358\u8a9e\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u9805\u76ee\u306b\u53d6\u308a\u51fa\u3059 |\n| \u793e\u54e1\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3001\u627f\u8a8d\u5f8c\u306e\u66f4\u65b0 | \u7167\u5408\u3068\u3001\u627f\u8a8d\u3055\u308c\u305f\u884c\u306e\u66f4\u65b0 |\n| \u5c4a\u51fa\u306e\u63a7\u3048\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3068\u3001\u5c4a\u3044\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306e\u691c\u51fa |\n| \u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53 | \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u3092\u5171\u6709 | \u63a7\u9664\u984d\u3092\u5909\u3048\u308b\u5f93\u696d\u54e1\u3068\u6708 |\n\n**\u793e\u54e1\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u3057\u305f\u884c\u3060\u3051\u3067\u3059\u3002** `ledger_outdated` \u3067\u3082\u81ea\u52d5\u3067\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**\u53f0\u5e33\u306f\u7d66\u4e0e\u8a08\u7b97\u3068\u4fdd\u967a\u6599\u306e\u6839\u62e0\u3067\u3001\u8aa4\u3063\u305f\u66f4\u65b0\u306f\u305d\u306e\u307e\u307e\u9867\u554f\u5148\u306e\u5f93\u696d\u54e1\u306e\u7d66\u4e0e\u306b\u51fa\u307e\u3059\u3002**\n\n**\u7d66\u4e0e\u8a08\u7b97\u30bd\u30d5\u30c8\u3078\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u63a7\u9664\u984d\u306e\u5909\u66f4\u306f\u3001\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u304c\u6708\u306e\u51e6\u7406\u306e\u4e2d\u3067\u5165\u308c\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u300c\u8ab0\u306e\u3001\u3069\u306e\u6708\u306e\u7d66\u4e0e\u3067\u5909\u3048\u308b\u304b\u300d\u306e\u4e00\u89a7\u307e\u3067\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u3059\u3002** \u9806\u756a\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`differs_from_filing` \u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u5c4a\u51fa\u306e\u63a7\u3048\u3068\u3001\u5831\u916c\u306e\u96c6\u8a08\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5c4a\u51fa\u306e\u8aa4\u308a\u306a\u3089\u3001\u53f0\u5e33\u3092\u76f4\u3059\u524d\u306b\u8a02\u6b63\u306e\u624b\u7d9a\u304d\u3092\u691c\u8a0e\u3057\u307e\u3059**\n2. **`unreadable` \u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** \u2026 \u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u304b\u3063\u305f\u91d1\u984d\u3068\u756a\u53f7\u3092\u3001\u901a\u77e5\u66f8\u306e\u753b\u50cf\u3067\u898b\u307e\u3059\n3. **`ledger_outdated` \u3092\u627f\u8a8d\u3059\u308b** \u2026 \u901a\u77e5\u66f8\u3068\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u304c\u540c\u3058\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u627f\u8a8d\u3057\u307e\u3059\n4. **`retro_adjust` \u306e\u884c\u3092\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u4f1d\u3048\u308b** \u2026 \u5dee\u984d\u306e\u8abf\u6574\u304c\u8981\u308b\u5f93\u696d\u54e1\u3068\u6708\u3092\u3001\u9867\u554f\u5148\u3078\u306e\u8aac\u660e\u3068\u3042\u308f\u305b\u3066\u4f1d\u3048\u307e\u3059\n\n**1\u756a\u76ee\u3092\u5f8c\u56de\u3057\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5c4a\u3051\u305f\u5185\u5bb9\u3068\u9055\u3046\u7d50\u679c\u304c\u51fa\u305f\u3053\u3068\u306f\u3001**\u5831\u916c\u306e\u96c6\u8a08\u306e\u8aa4\u308a\u304b\u3001\u5c4a\u51fa\u306e\u8a18\u5165\u306e\u8aa4\u308a\u304b\u3001\u4e8b\u52d9\u6240\u306e\u898b\u8fbc\u307f\u306e\u8a08\u7b97\u306e\u8aa4\u308a\u306e\u3069\u308c\u304b**\u3067\u3059\u3002\u53f0\u5e33\u3060\u3051\u76f4\u3057\u3066\u7d42\u308f\u308b\u3068\u3001\u540c\u3058\u8aa4\u308a\u304c\u6b21\u306e\u5c4a\u51fa\u3067\u3082\u8d77\u304d\u307e\u3059\u3002\n\n**\u627f\u8a8d\u3057\u305f\u62c5\u5f53\u8005\u306e\u540d\u524d\u306f\u3001\u884c\u3054\u3068\u306b\u8a18\u9332\u3057\u307e\u3059\u3002** \u624b\u7d9a\u304d\u306e\u62c5\u5f53\u3068\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u304c\u5225\u306e\u4eba\u306a\u3089\u3001**\u627f\u8a8d\u3057\u305f\u4eba\u3068\u9023\u7d61\u3092\u53d7\u3051\u305f\u4eba\u304c\u5f8c\u304b\u3089\u305f\u3069\u308c\u308b\u3053\u3068\u304c\u3001\u5dee\u984d\u306e\u7cbe\u7b97\u3067\u52b9\u3044\u3066\u304d\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001480\u884c\u3092\u306a\u3089\u3057\u30661\u884c1.5\u5206\u3067\u3059\u3002** \u9055\u3044\u306e\u3042\u308b\u884c\u304c1\u5272\u53f0\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u5199\u771f\u306e\u901a\u77e5\u66f8\u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u306e\u8a18\u9332\u304c\u629c\u3051\u3066\u3044\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u771f\u304c\u50be\u3044\u3066\u3044\u308b\u30fb\u5f71\u304c\u5165\u3063\u3066\u3044\u308b | `unreadable` \u304c\u5897\u3048\u308b\u3002**\u9867\u554f\u5148\u306b\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u9001\u4ed8\u3092\u983c\u3080** |\n| 2\u30da\u30fc\u30b8\u76ee\u304c\u629c\u3051\u3066\u3044\u308b | \u30da\u30fc\u30b8\u8868\u793a\u3067\u691c\u77e5\u3057\u3001\u9867\u554f\u5148\u3078\u6b8b\u308a\u306e\u30da\u30fc\u30b8\u3092\u983c\u3080 |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u63d0\u51fa\u524d\u306b\u30ed\u30c3\u30af\u3092\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u62c5\u5f53\u8005\u304c\u89e3\u9664\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b | 1024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u5065\u4fdd\u3068\u539a\u5e74\u306e\u5217\u304c\u898b\u51fa\u3057\u3067\u5206\u3051\u3089\u308c\u306a\u3044 | `column_unclear` \u3068\u3057\u3066 `unreadable` \u306b\u56de\u3059 |\n| \u88ab\u4fdd\u967a\u8005\u6574\u7406\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | `not_in_ledger`\u3002**\u8cc7\u683c\u53d6\u5f97\u306e\u53f0\u5e33\u767b\u9332\u306e\u6f0f\u308c\u3092\u307e\u305a\u7591\u3046** |\n| \u5c4a\u51fa\u3092\u3057\u305f\u306e\u306b\u901a\u77e5\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u6bce\u9031\u306e\u4e00\u89a7\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u9867\u554f\u5148\u3068\u5e74\u91d1\u4e8b\u52d9\u6240\u306b\u78ba\u304b\u3081\u308b |\n| \u6a19\u6e96\u5831\u916c\u306e\u901a\u77e5\u66f8\u3067\u306a\u3044\u66f8\u985e | `notice_type: other` \u3068\u3057\u3066\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306eAPI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u306f\u3001\u6c17\u3065\u304d\u306b\u304f\u3044\u5931\u6557\u3067\u3059\u3002** 1\u30da\u30fc\u30b8\u76ee\u306e\u88ab\u4fdd\u967a\u8005\u304c\u3059\u3079\u3066 `match` \u3060\u3068\u3001\u901a\u77e5\u66f8\u5168\u4f53\u304c\u6e08\u3093\u3060\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002**\u30da\u30fc\u30b8\u8868\u793a\u3092\u898b\u3066\u3001\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306f\u7167\u5408\u3092\u4fdd\u7559\u306b\u3057\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u901a\u77e5\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08\u96fb\u5b50\u7533\u8acb\uff0f\u9867\u554f\u5148\u304b\u3089\u306e\u8ee2\u9001\uff09\n- \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306eJSON\u306e\u5168\u6587\u3068\u3001\u30bb\u30eb\u3054\u3068\u306e\u4fe1\u983c\u5ea6\n- \u751f\u6210AI\u306e\u51fa\u529b\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u7167\u5408\u306e\u3068\u304d\u306b\u53c2\u7167\u3057\u305f\u793e\u54e1\u53f0\u5e33\u306e\u884c\u306e\u5024** \u2026 \u66f4\u65b0\u524d\u306e\u5024\u3092\u6b8b\u3059\n- **\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u30fb\u4fee\u6b63\u3057\u305f\u8a18\u9332** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u3069\u306e\u884c\u3092\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u3048\u305f\u304b\n- \u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u7d50\u679c\u3068\u3001`retro_adjust` \u306e\u6709\u7121\n- \u9867\u554f\u5148\u3054\u3068\u306e `unreadable` \u306e\u767a\u751f\u6570\n\n**4\u3064\u76ee\u3067\u66f4\u65b0\u524d\u306e\u5024\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u984d\u306e\u7cbe\u7b97\u306b\u8981\u308b\u304b\u3089\u3067\u3059\u3002** \u63a7\u9664\u984d\u3092\u5909\u3048\u305f\u6708\u304c\u5f8c\u3067\u554f\u984c\u306b\u306a\u3063\u305f\u3068\u304d\u3001**\u3044\u3064\u53f0\u5e33\u304c\u5909\u308f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u7cbe\u7b97\u306e\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u9867\u554f\u5148\u3078\u306e\u4f9d\u983c\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u9867\u554f\u5148\u3060\u3051 `unreadable` \u304c\u591a\u3044\u306a\u3089\u3001\u5199\u771f\u3067\u9001\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001**\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u9001\u4ed8\u3092\u983c\u3080\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306b\u51e6\u7406\u3057\u305f\u901a\u77e5\u66f8\u304b\u308920\u679a\u3092\u9078\u3076\uff08**\u5065\u4fdd\u3068\u539a\u5e74\u306e\u91d1\u984d\u304c\u9055\u3046\u4eba\u306e\u8f09\u3063\u305f\u3082\u306e\u3001\u5199\u771f\u3067\u5c4a\u3044\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e20\u679a\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u66f4\u65b0\u3068\u3001\u7d66\u4e0e\u8a08\u7b97\u306e\u62c5\u5f53\u3078\u306e\u9023\u7d61\u306e\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3066\u304a\u304f\n3. Document Intelligence Studio \u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u306720\u679a\u3092\u8aad\u307f\u53d6\u308a\u3001Markdown\u306e\u7d50\u679c\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306b\u6574\u7406\u756a\u53f7\u30fb\u6c0f\u540d\u30fb\u5065\u5eb7\u4fdd\u967a\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u30fb\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u30fb\u9069\u7528\u5e74\u6708\u3092\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u6839\u62e0\u306b\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u5024\u306f\u7a7a\u306b\u3057\u3001\u91d1\u984d\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u53d6\u308a\u51fa\u3057\u305f\u884c\u3092\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u679a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5217\u3067\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u300d\u3068\u300c\u5199\u771f\u3067\u3069\u3053\u307e\u3067\u8aad\u3081\u308b\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u53f0\u5e33\u306e\u5024\u3068\u4e00\u81f4\u3057\u305f | **\u4e2d\u7d99\u306e\u51e6\u7406\u3068\u53f0\u5e33\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u5065\u4fdd\u3068\u539a\u5e74\u3092\u53d6\u308a\u9055\u3048\u305f | \u6307\u793a\u3068\u898b\u51fa\u3057\u306e\u6271\u3044\u3067\u76f4\u308b\u304b\u8a66\u3059\u3002**\u76f4\u3089\u306a\u3051\u308c\u3070\u5217\u306e\u4f4d\u7f6e\u306e\u5bfe\u5fdc\u8868\u3092\u8db3\u3059** |\n| \u5199\u771f\u306e\u901a\u77e5\u66f8\u3067\u8aad\u3081\u306a\u3044\u884c\u304c\u591a\u3044 | **\u53d7\u3051\u53d6\u308a\u65b9\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u305d\u306e\u5834\u5408\u306f\u3001\u9867\u554f\u5148\u306b\u30b9\u30ad\u30e3\u30f3\u3067\u9001\u3063\u3066\u3082\u3089\u3063\u305f\u540c\u3058\u901a\u77e5\u66f8\u3067\u8aad\u307f\u76f4\u3057\u3001\u3069\u3053\u307e\u3067\u5909\u308f\u308b\u304b\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002**\u8aad\u3081\u306a\u3044\u539f\u56e0\u304c\u5199\u771f\u306a\u3089\u3001\u9867\u554f\u5148\u3078\u306e\u4f9d\u983c\u306e\u6587\u9762\u3092\u5148\u306b\u4f5c\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u88ab\u4fdd\u967a\u8005\u3054\u3068\u306e\u884c\u3092\u53d6\u308a\u51fa\u3055\u305b\u308b \uff0f 1\u679a\u3054\u3068\u306e\u884c\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3068\u53d6\u308a\u51fa\u3057\u3092\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u884c\u306e\u4e00\u89a7\u3092\u4f5c\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3068\u884c\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u793e\u54e1\u53f0\u5e33\u3068\u5c4a\u51fa\u306e\u63a7\u3048\u3068\u306e\u7167\u5408\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u3001\u5c4a\u3044\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306e\u4e00\u89a7 \uff0f \u7167\u5408\u3001\u7d66\u4e0e\u3078\u306e\u53cd\u6620\u6708\u3001\u6f0f\u308c\u306e\u691c\u51fa","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u679a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001\u6708480\u884c\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u884c5\u5206\u304c3\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u884c\u306e\u4e00\u89a7\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u3068\u3001\u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u3092\u8003\u3048\u308b\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671.5\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** 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**\u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u901a\u77e5\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u306b\u3059\u308b** \u2026 \u793e\u54e1\u53f0\u5e33\u3068\u5c4a\u51fa\u306e\u63a7\u3048\u306f\u6e21\u3057\u307e\u305b\u3093\u3002**\u7167\u5408\u306f\u4e8b\u52d9\u6240\u306e\u4e2d\u7d99\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059**\n3. **\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u53f0\u5e33\u306f\u7d66\u4e0e\u3068\u4fdd\u967a\u6599\u306e\u6839\u62e0\u3067\u3059\u3002**\u627f\u8a8d\u3057\u305f\u884c\u3060\u3051\u3092\u53cd\u6620\u3057\u307e\u3059**\n4. **\u793e\u4f1a\u4fdd\u967a\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3055\u305b\u306a\u3044** \u2026 \u968f\u6642\u6539\u5b9a\u306b\u5f53\u305f\u308b\u304b\u3001\u5c4a\u51fa\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3001\u8a02\u6b63\u306e\u624b\u7d9a\u304d\u304c\u8981\u308b\u304b\u306f\u3001**\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u5224\u65ad\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u901a\u77e5\u66f8\u3068\u53f0\u5e33\u306e\u5024\u306e\u9055\u3044\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\n5. **\u9867\u554f\u5148\u304b\u3089\u306e\u9001\u4ed8\u7d4c\u8def\u3092\u6c7a\u3081\u308b** \u2026 \u5199\u771f\u3092\u30e1\u30c3\u30bb\u30fc\u30b8\u30a2\u30d7\u30ea\u3067\u9001\u3063\u3066\u3082\u3089\u3046\u904b\u7528\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u8cea\u3060\u3051\u3067\u306a\u304f\u3001**\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u9001\u4ed8\u7d4c\u8def\u3068\u3057\u3066\u3082\u898b\u76f4\u3059\u5bfe\u8c61\u3067\u3059**\n6. **\u901a\u77e5\u66f8\u306e\u539f\u672c\u306e\u4fdd\u5b58\u3092\u5148\u306b\u6c7a\u3081\u308b** \u2026 \u96fb\u5b50\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308b\u5834\u5408\u306f\u7d19\u306e\u901a\u77e5\u66f8\u304c\u9001\u3089\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u539f\u672c\u3068\u3057\u3066\u6b8b\u3059\u304b\u3092\u3001\u9867\u554f\u5148\u3068\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u6a19\u6e96\u5831\u916c\u6708\u984d\u3067\u4fdd\u967a\u6599\u3092\u63a7\u9664\u3059\u308b\u3053\u3068\u3068\u3001\u63a7\u9664\u984d\u306e\u5909\u66f4\u304c\u9045\u308c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** 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\u3067\u8aad\u307f\u53d6\u3063\u3066\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u884c\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u5065\u4fdd\u3068\u539a\u5e74\u3092\u5217\u3067\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u5199\u771f\u306e\u901a\u77e5\u66f8\u3067\u3069\u3053\u307e\u3067\u8aad\u3081\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5c4a\u51fa\u306e\u63a7\u3048\u306b\u898b\u8fbc\u307f\u306e\u7b49\u7d1a\u3092\u8a18\u9332\u3059\u308b**\n\n\u6708\u984d\u5909\u66f4\u5c4a\u3068\u8cc7\u683c\u53d6\u5f97\u5c4a\u3092\u51fa\u3059\u3068\u304d\u306b\u3001**\u4e8b\u52d9\u6240\u304c\u8a08\u7b97\u3057\u305f\u898b\u8fbc\u307f\u306e\u7b49\u7d1a**\u3092\u624b\u7d9a\u304d\u306e\u7ba1\u7406\u8868\u306b\u8a18\u9332\u3059\u308b\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\u3053\u3053\u304c\u7121\u3044\u3068 `ledger_outdated` \u3068 `differs_from_filing` \u3092\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u884c\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u9867\u554f\u5148\u3054\u3068\u306e\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3092\u7528\u610f\u3057\u3001\u8aad\u307f\u53d6\u308a\u3068\u53d6\u308a\u51fa\u3057\u307e\u3067\u3092\u81ea\u52d5\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u5408\u3092\u305b\u305a\u3001\u884c\u306e\u4e00\u89a7\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u898b\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u793e\u54e1\u53f0\u5e33\u3068\u5c4a\u51fa\u306e\u63a7\u3048\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u3001`differs_from_filing` \u3068 `unreadable` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u4fdd\u967a\u6599\u3092\u5909\u3048\u308b\u6708\u306e\u8a08\u7b97\u3068\u3001\u5c4a\u3044\u3066\u3044\u306a\u3044\u901a\u77e5\u66f8\u306e\u4e00\u89a7\u3092\u8db3\u3057\u30011\u884c5\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5199\u771f\u3067\u5c4a\u304f\u9867\u554f\u5148\u304c\u6e1b\u308a\u3001`retro_adjust` 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| [\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb: \u968f\u6642\u6539\u5b9a\uff08\u6708\u984d\u5909\u66f4\u5c4a\uff09](https:\/\/www.nenkin.go.jp\/service\/kounen\/hokenryo\/hoshu\/20150515-02.html) | 2026-10-08 |\n| 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| [\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb: \u96fb\u5b50\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308c\u308b\u5404\u7a2e\u60c5\u5831\u30fb\u901a\u77e5\u66f8\u306e\u8a73\u7d30](https:\/\/www.nenkin.go.jp\/denshibenri\/online_jigyousho\/denshidata\/tsuchisho.html) | 2026-10-08 |\n| \u4e8b\u696d\u4e3b\u304c\u6bce\u6708\u306e\u7d66\u6599\u304b\u3089\u88ab\u4fdd\u967a\u8005\u8ca0\u62c5\u5206\u306e\u4fdd\u967a\u6599\u3092\u5dee\u3057\u5f15\u304f\u3053\u3068\u3002\u5f53\u6708\u652f\u6255\u3046\u7d66\u6599\u304b\u3089\u524d\u6708\u306e\u6a19\u6e96\u5831\u916c\u6708\u984d\u306b\u304b\u304b\u308b\u4fdd\u967a\u6599\u3092\u5dee\u3057\u5f15\u304f\u3053\u3068\u304c\u3067\u304d\u3001\u4f8b\u3068\u3057\u30665\u6708\u306e\u7d66\u6599\u652f\u6255\u65e5\u306b\u306f4\u6708\u5206\u306e\u4fdd\u967a\u6599\u3092\u5dee\u3057\u5f15\u304f\u3053\u3068 | [\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb: \u539a\u751f\u5e74\u91d1\u4fdd\u967a\u6599\u7b49\u306e\u7d0d\u4ed8](https:\/\/www.nenkin.go.jp\/service\/kounen\/hokenryo\/nofu\/nofu.html) | 2026-10-08 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff08`prebuilt-layout`\uff09\u304c\u6587\u5b57\u30fb\u8868\u30fb\u9078\u629e\u30de\u30fc\u30af\u3092\u53d6\u308a\u51fa\u3057\u3001\u8868\u306e\u30bb\u30eb\u306b\u884c\u3068\u5217\u306e\u756a\u53f7\u3068 `columnHeader` \u304b\u3069\u3046\u304b\u304c\u4ed8\u304f\u3053\u3068\u3002`outputContentFormat=markdown` \u3067Markdown\u3092\u8fd4\u3057\u3001v4.0\uff082024-11-30\uff09\u3067\u306f\u8868\u304cHTML\u306e\u8868\u306b\u306a\u308b\u3053\u3068\u3002\u5165\u529b\u304cPDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3001PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\uff08Free\u306f\u6700\u521d\u306e2\u30da\u30fc\u30b8\uff09\u3001S0\u3067500MB\u3067\u3042\u308b\u3053\u3068\u3002\u753b\u50cf\u304c50\u00d750\u304b\u308910,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u3001\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u304c1024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u306f\u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u306a\u3053\u3068 | [Microsoft Learn: Document layout analysis](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/prebuilt\/layout) | 2026-10-08 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u3001\u5370\u5237\u306e\u6587\u5b57\u30fb\u624b\u66f8\u304d\u306e\u6587\u5b57\u3068\u3082\u65e5\u672c\u8a9e\uff08ja\uff09\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u3002\u8a00\u8a9e\u304c\u78ba\u304b\u3067\u306a\u3044\u9650\u308a\u8a00\u8a9e\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u306a\u3044\u3088\u3046\u6ce8\u610f\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Language and locale support for Read and Layout](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/ocr) | 2026-10-08 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3067\u30e2\u30c7\u30eb\u304c\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092\u5fc5\u9808\u306b\u3057\u3001\u7701\u7565\u3057\u305f\u3044\u3082\u306e\u306f `null` 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