{"id":13928,"date":"2026-09-29T17:16:58","date_gmt":"2026-09-29T08:16:58","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/rental-application-document-check\/"},"modified":"2026-09-29T17:16:58","modified_gmt":"2026-09-29T08:16:58","slug":"rental-application-document-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/rental-application-document-check\/","title":{"rendered":"\u8cc3\u8cb8\u306e\u5165\u5c45\u7533\u8fbc\u66f8\u3068\u672c\u4eba\u78ba\u8a8d\u30fb\u53ce\u5165\u8a3c\u660e\u306e\u66f8\u985e\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a18\u8f09\u306e\u98df\u3044\u9055\u3044\u3092\u5be9\u67fb\u306b\u56de\u3059\u524d\u306b\u6d17\u3044\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5165\u5c45\u7533\u8fbc\u306b\u6dfb\u4ed8\u3055\u308c\u305f\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u53ce\u5165\u8a3c\u660e\u3092\u8aad\u307f\u53d6\u308a\u3001\u7533\u8fbc\u66f8\u306b\u66f8\u304b\u308c\u305f\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u30fb\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u3068\u9805\u76ee\u3054\u3068\u306b\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u66f8\u985e\u3069\u3046\u3057\u306e\u98df\u3044\u9055\u3044\u3092\u3001\u5bb6\u8cc3\u4fdd\u8a3c\u4f1a\u793e\u3084\u8cb8\u4e3b\u306e\u5be9\u67fb\u306b\u56de\u3059\u524d\u306b\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-0374","platform_main":"Azure AI","publish_date":"","last_updated":"2026-09-29","tech_verified_date":"2026-09-29","trigger":"**\u53d7\u4ed8\u53f0\u5e33\u306e\u72b6\u614b\u304c\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306b\u306a\u3063\u305f\u884c\u3092\u300110\u5206\u304a\u304d\u306e\u5b9a\u6642\u306e\u51e6\u7406\u3067\u62fe\u3044\u307e\u3059\u3002** Apps Script \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u30c8\u30ea\u30ac\u30fc\u306b\u306f\u6642\u9593\u4e3b\u5c0e\u578b\u304c\u3042\u308a\u3001\u516c\u5f0f\u306b\u306f\u6700\u77ed\u30671\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30c9\u30e9\u30a4\u30d6\u3078\u306e\u30d5\u30a1\u30a4\u30eb\u8ffd\u52a0\u3092\u76f4\u63a5\u304d\u3063\u304b\u3051\u306b\u3059\u308b\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u78ba\u8a8d\u3057\u305f\u4e00\u89a7\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002**\n\n**\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u3044\u305f\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u66f8\u985e\u304c\u305d\u308d\u3063\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3059\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u5148\u306b\u5c4a\u304d\u3001\u53ce\u5165\u8a3c\u660e\u304c\u7fcc\u65e5\u306b\u5c4a\u304f\u3053\u3068\u306f\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u304f\u305f\u3073\u306b\u52d5\u304b\u3059\u3068\u3001**\u6bce\u56de\u300c\u53ce\u5165\u8a3c\u660e\u304c\u7121\u3044\u300d\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3001\u62c5\u5f53\u8005\u304c\u305d\u308c\u3092\u898b\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u51e6\u7406\u3092\u7d42\u3048\u305f\u884c\u306f\u300c\u70b9\u691c\u6e08\u307f\u300d\u306b\u3001\u5931\u6557\u3057\u305f\u884c\u306f\u300c\u70b9\u691c\u30a8\u30e9\u30fc\u300d\u306b\u5909\u3048\u307e\u3059\u3002** \u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u307e\u307e\u6b8b\u3063\u3066\u3044\u308b\u884c\u306e\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7533\u8fbc\u66f8\u306e\u5024 | \u7533\u8fbc\u8005\u306e\u6c0f\u540d\u30fb\u30d5\u30ea\u30ac\u30ca\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u73fe\u4f4f\u6240\u30fb\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u30fb\u52e4\u52d9\u5f62\u614b | \u53d7\u4ed8\u53f0\u5e33\uff08\u8ee2\u8a18\u6e08\u307f\uff09 |\n| \u672c\u4eba\u78ba\u8a8d\u66f8\u985e | \u904b\u8ee2\u514d\u8a31\u8a3c\u3001\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306e\u8868\u9762\u3001\u5728\u7559\u30ab\u30fc\u30c9\u3001\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u3044\u305a\u308c\u304b\u3002**\u8868\u3068\u88cf\u306e\u4e21\u65b9** | \u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u53ce\u5165\u8a3c\u660e | \u6e90\u6cc9\u5fb4\u53ce\u7968\u3001\u7d66\u4e0e\u660e\u7d30\u3001\u78ba\u5b9a\u7533\u544a\u66f8\u306e\u63a7\u3048\u3001\u5185\u5b9a\u901a\u77e5\u66f8\u306e\u3044\u305a\u308c\u304b | \u540c\u4e0a |\n| \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868 | \u300c\u9ad9\uff0f\u9ad8\u300d\u300c\ufa11\uff0f\u5d0e\u300d\u300c\u908a\uff0f\u9089\uff0f\u8fba\u300d\u306a\u3069\u3001\u540c\u3058\u5b57\u3068\u3057\u3066\u6271\u3046\u7d44 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868 | \u66f8\u985e\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u3069\u306e\u6b04\u3092\u5e74\u53ce\u3068\u3057\u3066\u6bd4\u3079\u308b\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u304c\u7121\u3044\u3068\u3001\u7533\u8fbc\u66f8\u306e\u300c\u9ad8\u300d\u3068\u514d\u8a31\u8a3c\u306e\u300c\u9ad9\u300d\u3092**\u5225\u306e\u5b57\u3068\u3057\u3066\u4e0d\u4e00\u81f4\u306b\u3057\u307e\u3059\u3002** \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u304c\u7121\u3044\u3068\u3001\u6bd4\u3079\u308b\u6b04\u3092AI\u304c\u305d\u306e\u90fd\u5ea6\u9078\u3076\u3053\u3068\u306b\u306a\u308a\u3001**\u62c5\u5f53\u8005\u3054\u3068\u306e\u63fa\u308c\u304cAI\u306b\u79fb\u308b\u3060\u3051\u3067\u3059\u3002**\n\n**\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f\u5fc5\u305a\u88cf\u9762\u3082\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u904b\u8ee2\u514d\u8a31\u8a3c\u306f\u4f4f\u6240\u304c\u5909\u308f\u308b\u3068\u88cf\u9762\u306b\u65b0\u3057\u3044\u4f4f\u6240\u304c\u66f8\u304b\u308c\u307e\u3059\u3002**\u8868\u3060\u3051\u3092\u8aad\u3080\u3068\u3001\u5f15\u3063\u8d8a\u3057\u305f\u4eba\u306e\u7533\u8fbc\u306f\u3059\u3079\u3066\u4f4f\u6240\u306e\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002** \u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306f\u8868\u9762\u3060\u3051\u3092\u53d7\u3051\u53d6\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u70b9\u691c\u3067\u500b\u4eba\u756a\u53f7\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002","data_source":"1. \u53d7\u4ed8\u53f0\u5e33\u304b\u3089\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3092\u8aad\u307f\u3001\u7533\u8fbc\u756a\u53f7\u3067\u30d5\u30a9\u30eb\u30c0\u3092\u7279\u5b9a\u3059\u308b\n2. \u30d5\u30a9\u30eb\u30c0\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\uff08`\u672c\u4eba_`\u3001`\u53ce\u5165_`\uff09\u3067\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4eee\u306b\u6c7a\u3081\u308b\n3. \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f `prebuilt-idDocument`\u3001\u53ce\u5165\u8a3c\u660e\u306f `prebuilt-layout` \u306b `features=keyValuePairs` \u3092\u4ed8\u3051\u3066\u9001\u308b\n4. \u8fd4\u3063\u3066\u304d\u305fJSON\u3092\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u3068\u3042\u308f\u305b\u3066\u6b21\u306e\u6bb5\u3078\u6e21\u3059\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u30fb\u6709\u52b9\u671f\u9650 | ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u306e `documents` \u306e `fields` | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e `keyValuePairs` | \u6e90\u6cc9\u5fb4\u53ce\u7968\u306e\u652f\u6255\u8005\u30fb\u652f\u6255\u91d1\u984d\u306a\u3069 |\n| \u8868 | `tables` \u306e `cells` | \u7d66\u4e0e\u660e\u7d30\u306e\u7dcf\u652f\u7d66\u984d\u306e\u6b04 |\n| \u9078\u629e\u30de\u30fc\u30af | `selectionMarks` \u306e `state` | \u78ba\u5b9a\u7533\u544a\u66f8\u306e\u30c1\u30a7\u30c3\u30af\u6b04 |\n| \u4fe1\u983c\u5ea6 | \u5404\u5024\u306e `confidence` | `unreadable` \u306e\u5224\u5b9a |\n\n**\u6e90\u6cc9\u5fb4\u53ce\u7968\u306e\u3088\u3046\u306b\u9805\u76ee\u540d\u304c\u6c7a\u307e\u3063\u305f\u66f8\u985e\u3067\u306f\u3001\u30af\u30a8\u30ea \u30d5\u30a3\u30fc\u30eb\u30c9\u3082\u4f7f\u3048\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u62bd\u51fa\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3092\u6307\u5b9a\u3059\u308b\u3068\u5024\u3092\u8fd4\u3059\u30a2\u30c9\u30aa\u30f3\u3067\u30011\u56de\u306e\u8981\u6c42\u3067\u6700\u592720\u500b\u307e\u3067\u6307\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u305f\u3060\u3057\u30d7\u30ec\u30df\u30a2\u30e0\u306e\u30a2\u30c9\u30aa\u30f3\u3067\u3001\u6599\u91d1\u306e\u533a\u5206\u304c\u5225\u3067\u3059\u3002** \u307e\u305a\u306f\u7121\u6599\u306e `keyValuePairs` \u3067\u7d44\u307f\u3001\u53d6\u308a\u3053\u307c\u3057\u306e\u591a\u3044\u66f8\u985e\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\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\n3. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**FAX\u306e\u53d7\u4fe1\u753b\u50cf\u306f\u3053\u308c\u306b\u8fd1\u3044\u3053\u3068\u304c\u591a\u3044**\u306e\u3067\u3001\u5bf8\u6cd5\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\n4. **\u30ed\u30c3\u30af\u306e\u89e3\u9664** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n5. **\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u88cf\u9762\u306e\u9664\u5916** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u3084\u4ef2\u4ecb\u4f1a\u793e\u304b\u3089\u306e\u9023\u7d61\u3067\u88cf\u9762\u3068\u5206\u304b\u308b\u3082\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u3078\u623b\u3057\u307e\u3059\n6. **\u9805\u76ee\u540d\u306e\u305d\u308d\u3048** \u2026 \u53f0\u5e33\u306e\u5217\u540d\u3068\u3001\u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u540d\u524d\u3092 `name_kanji`\u3001`birth_date` \u306e\u3088\u3046\u306b1\u3064\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u307e\u3059\n7. **\u5b57\u4f53\u306e\u6b63\u898f\u5316** \u2026 \u5bfe\u5fdc\u8868\u306b\u3042\u308b\u5b57\u3092\u3001\u6bd4\u3079\u308b\u3068\u304d\u3060\u3051\u540c\u3058\u5b57\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u5143\u306e\u5024\u306f\u7f6e\u304d\u63db\u3048\u305a\u306b\u6b8b\u3057\u307e\u3059**\n\n**7\u756a\u76ee\u3067\u5143\u306e\u5024\u3092\u6b8b\u3059\u306e\u306f\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u6587\u9762\u306b\u6b63\u78ba\u306a\u8868\u8a18\u304c\u8981\u308b\u305f\u3081\u3067\u3059\u3002** \u7f6e\u304d\u63db\u3048\u305f\u5b57\u3067\u300c\u9ad8\u6a4b\u69d8\u306e\u7533\u8fbc\u3067\u300d\u3068\u66f8\u304f\u3068\u3001\u7533\u8fbc\u8005\u306e\u66f8\u3044\u305f\u5b57\u3068\u9055\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u30016\u3064\u306e\u9805\u76ee\u305d\u308c\u305e\u308c\u306e\u7a81\u304d\u5408\u308f\u305b\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u6bd4\u3079\u308b\u76f8\u624b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6c0f\u540d\uff08\u6f22\u5b57\uff09 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3001\u53ce\u5165\u8a3c\u660e | \u5b57\u4f53\u306e\u9055\u3044\u3060\u3051\u3001\u65e7\u59d3\u306e\u66f8\u985e\u306a\u3089 `explainable` |\n| \u30d5\u30ea\u30ac\u30ca | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\uff08\u30d1\u30b9\u30dd\u30fc\u30c8\u306f\u30ed\u30fc\u30de\u5b57\uff09 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306b\u8aad\u307f\u304c\u7121\u3051\u308c\u3070 `not_in_document` |\n| \u751f\u5e74\u6708\u65e5 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e | \u548c\u66a6\u3068\u897f\u66a6\u306e\u9055\u3044\u306f\u63db\u7b97\u3057\u3066\u6bd4\u3079\u308b\u3002\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u73fe\u4f4f\u6240 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\uff08**\u88cf\u9762\u306e\u8a18\u8f09\u3092\u512a\u5148**\uff09 | \u5efa\u7269\u540d\u30fb\u90e8\u5c4b\u756a\u53f7\u306e\u7701\u7565\u3060\u3051\u306a\u3089 `explainable` |\n| \u52e4\u52d9\u5148 | \u53ce\u5165\u8a3c\u660e\u306e\u652f\u6255\u8005\u30fb\u4f1a\u793e\u540d | \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u306e\u524d\u5f8c\u3001\u7565\u79f0\u3060\u3051\u306a\u3089 `explainable` |\n| \u5e74\u53ce | \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3067\u6c7a\u3081\u305f\u6b04 | \u4f55\u3068\u6bd4\u3079\u305f\u304b\u3092 `basis` \u306b\u66f8\u304f\u3002\u6bd4\u3079\u3089\u308c\u306a\u3051\u308c\u3070 `not_in_document` |\n\n**\u53f3\u7aef\u306e\u5217\u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** `mismatch` \u306f\u66f8\u985e\u3069\u3046\u3057\u304c\u5408\u3063\u3066\u3044\u306a\u3044\u3001`explainable` \u306f\u9055\u3046\u304c\u7406\u7531\u306e\u898b\u5f53\u304c\u3064\u304f\u3001`unreadable` \u306f\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\u3001`not_in_document` \u306f\u305d\u306e\u66f8\u985e\u306b\u305d\u306e\u9805\u76ee\u304c\u7121\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b\u306e\u306f `mismatch` \u3060\u3051\u3067\u3001`unreadable` \u306f\u81ea\u793e\u3067\u753b\u50cf\u3092\u898b\u76f4\u305b\u3070\u6e08\u307f\u307e\u3059\u3002**\n\n**\u5206\u3051\u308b\u6750\u6599\u306f\u3001\u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305f `confidence` \u3067\u3059\u3002** \u5024\u304c\u7121\u3051\u308c\u3070 `not_in_document`\u3001\u5024\u304c\u3042\u3063\u3066\u4fe1\u983c\u5ea6\u304c\u4f4e\u3051\u308c\u3070 `unreadable`\u3002**\u6839\u62e0\u3092OCR\u304c\u8fd4\u3057\u305f\u6570\u5024\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5165\u5c45\u3092\u8a8d\u3081\u308b\u304b\u3001\u4fdd\u8a3c\u3092\u4ed8\u3051\u308b\u304b\u306e\u5224\u65ad | \u5be9\u67fb\u306f\u8cb8\u4e3b\u3068\u4fdd\u8a3c\u4f1a\u793e\u304c\u6c7a\u3081\u308b |\n| \u53ce\u5165\u306e\u591a\u3044\u5c11\u306a\u3044\u306e\u8a55\u4fa1 | \u5bb6\u8cc3\u306b\u5bfe\u3057\u3066\u8db3\u308a\u308b\u304b\u306f\u5be9\u67fb\u306e\u57fa\u6e96 |\n| \u8aad\u3081\u306a\u3044\u6587\u5b57\u306e\u88dc\u5b8c | \u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n| \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u672c\u7269\u304b\u306e\u5224\u5b9a | \u753b\u50cf\u304b\u3089\u771f\u507d\u306f\u6c7a\u3081\u3089\u308c\u306a\u3044\u3002\u539f\u672c\u306e\u78ba\u8a8d\u306f\u5e97\u982d\u3067\u884c\u3046 |\n| \u56fd\u7c4d\u3084\u5728\u7559\u8cc7\u683c\u306b\u3088\u308b\u533a\u5225 | \u3053\u306e\u70b9\u691c\u3067\u306f\u6271\u308f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** FAX\u3067\u756a\u5730\u306e\u6570\u5b57\u304c\u3064\u3076\u308c\u3066\u3044\u308b\u3068\u3001\u53f0\u5e33\u306e\u5024\u304b\u3089\u57cb\u3081\u3066 `match` \u306b\u3057\u304c\u3061\u3067\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u53d7\u4ed8\u62c5\u5f53\u3067\u3001\u5165\u5c45\u7533\u8fbc\u306e\u66f8\u985e\u3069\u3046\u3057\u306e\u8a18\u8f09\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u70b9\u691c\u3057\u307e\u3059\u3002\n\u5165\u5c45\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093\u3002\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6bd4\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6bd4\u3079\u308b6\u9805\u76ee\u3011\n1. \u6c0f\u540d\uff08\u6f22\u5b57\uff09  2. \u30d5\u30ea\u30ac\u30ca  3. \u751f\u5e74\u6708\u65e5  4. \u73fe\u4f4f\u6240  5. \u52e4\u52d9\u5148  6. \u5e74\u53ce\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- match ............ \u66f8\u985e\u3069\u3046\u3057\u3067\u4e00\u81f4\u3057\u3066\u3044\u308b\n- mismatch ......... \u66f8\u985e\u3069\u3046\u3057\u3067\u9055\u3063\u3066\u304a\u308a\u3001\u4e0b\u306e explainable \u306b\u5f53\u305f\u3089\u306a\u3044\n- explainable ...... \u9055\u3046\u304c\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u308b\n                     \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u5b57\u306e\u9055\u3044\uff0f\u65e7\u59d3\u306e\u66f8\u985e\uff0f\u5efa\u7269\u540d\u30fb\u90e8\u5c4b\u756a\u53f7\u306e\u7701\u7565\uff0f\n                     \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u306e\u4f4d\u7f6e\u3084\u7565\u79f0\u306e\u9055\u3044\uff0f\u548c\u66a6\u3068\u897f\u66a6\u306e\u9055\u3044\n- unreadable ....... \u5024\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c confidence \u304c {threshold} \u672a\u6e80\u3001\u307e\u305f\u306f\u5b57\u304c\u3064\u3076\u308c\u3066\u3044\u308b\n- not_in_document .. \u6bd4\u3079\u308b\u76f8\u624b\u306e\u66f8\u985e\u306b\u3001\u305d\u306e\u9805\u76ee\u306e\u5024\u304c\u7121\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b match \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u3001\u7533\u8fbc\u66f8\u306e\u5024\u3067\u88dc\u3063\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u540d\u3060\u3051\u304c\u3042\u3063\u3066\u5024\u304c\u7a7a\u306e\u5834\u5408\u306f not_in_document \u3067\u3059\u3002\n  \u9805\u76ee\u540d\u304c\u3042\u308b\u3053\u3068\u3092\u3001\u5024\u304c\u3042\u308b\u3053\u3068\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u73fe\u4f4f\u6240\u306f\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u88cf\u9762\u306b\u65b0\u3057\u3044\u4f4f\u6240\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u305d\u3061\u3089\u3068\u6bd4\u3079\u3001\n  \u3069\u3061\u3089\u3068\u6bd4\u3079\u305f\u304b\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u53ce\u306f\u3010\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3011\u306b\u5f93\u3044\u3001\u6bd4\u3079\u305f\u6b04\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5dee\u3092\u300c\u8a31\u5bb9\u7bc4\u56f2\u300d\u3068\u5224\u65ad\u305b\u305a\u3001\u5dee\u984d\u3092\u305d\u306e\u307e\u307e diff \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u66f8\u985e\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u306e\u53ef\u5426\u3001\u53ce\u5165\u304c\u8db3\u308a\u308b\u304b\u3001\u66f8\u985e\u304c\u672c\u7269\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56fd\u7c4d\u3001\u5728\u7559\u8cc7\u683c\u3001\u5e74\u9f62\u306b\u3064\u3044\u3066\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u4eba\u756a\u53f7\u306e\u8a18\u8f09\u3092\u898b\u3064\u3051\u305f\u5834\u5408\u306f\u3001\u5024\u3092\u5199\u3055\u305a\u306b contains_my_number \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7533\u8fbc\u66f8\u306e\u5024\uff08\u53f0\u5e33\uff09\u3011{application}\n\u3010\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u30fb\u88cf\uff09\u3011{identity}\n\u3010\u53ce\u5165\u8a3c\u660e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{income}\n\u3010\u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u3011{variant_table}\n\u3010\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3011{income_rule}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b match \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u4e00\u81f4\u304c\u5897\u3048\u307e\u3059\u3002** \u5024\u304c\u4f3c\u3066\u3044\u308b\u3068\u4e00\u81f4\u3068\u7b54\u3048\u304c\u3061\u3067\u3001**\u305d\u308c\u304c\u898b\u843d\u3068\u3057\u306b\u306a\u308a\u307e\u3059\u3002** \u8ff7\u3063\u305f\u3089\u4eba\u306b\u56de\u308b\u5074\u3078\u5012\u3057\u307e\u3059\u3002\n\n**\u300c\u5dee\u3092\u8a31\u5bb9\u7bc4\u56f2\u3068\u5224\u65ad\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5e74\u53ce\u306e50\u4e07\u5186\u306e\u5dee\u3092\u8a31\u3059\u304b\u306f\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u3067\u6c7a\u307e\u308a\u3001**AI\u304c\u300c\u304a\u304a\u3080\u306d\u4e00\u81f4\u300d\u3068\u66f8\u304f\u3068\u3001\u305d\u306e\u5224\u65ad\u304c\u8ab0\u306e\u3082\u306e\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"application_no\": \"\",\n  \"contains_my_number\": false,\n  \"checks\": [\n    { \"item\": \"name_kanji\", \"status\": \"match | mismatch | explainable | unreadable | not_in_document\",\n      \"application_value\": \"\", \"document_value\": \"\", \"compared_with\": \"\",\n      \"basis\": \"\", \"diff\": \"\", \"confidence\": 0, \"evidence\": \"\" }\n  ],\n  \"identity_expiry\": \"\",\n  \"income_year\": \"\",\n  \"verdict\": \"ready | ask_agent | needs_human\",\n  \"agent_request_draft\": \"\"\n}\n```\n\n`checks` \u306b\u306f6\u3064\u306e\u8981\u7d20\u3092\u4e26\u3079\u307e\u3059\u3002`item` \u306f `name_kanji` \uff0f `name_kana` \uff0f `birth_date` \uff0f `address` \uff0f `employer` \uff0f `annual_income` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`status` \u3068 `verdict` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `checks` \u306fAI\u304c\u57cb\u3081\u3001`verdict` \u306f Apps Script \u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| 6\u9805\u76ee\u304c\u3059\u3079\u3066 `match` \u304b `explainable`\u3001\u6709\u52b9\u671f\u9650\u5185\u3001\u53ce\u5165\u8a3c\u660e\u304c\u76f4\u8fd1\u306e\u5e74 | `ready` |\n| `mismatch` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u6709\u52b9\u671f\u9650\u5207\u308c\u3001\u53e4\u3044\u53ce\u5165\u8a3c\u660e\u3001\u5e74\u53ce\u306e `diff` \u304c\u81ea\u793e\u306e\u5e45\u3092\u8d85\u3048\u308b | `ask_agent` |\n| `unreadable` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u500b\u4eba\u756a\u53f7\u3092\u691c\u51fa\u3057\u305f | `needs_human` |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6570\u5024\u306e\u7bc4\u56f2\u3092\u898f\u5247\u306e\u5074\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f `minimum` \u3084 `maximum` \u3068\u3044\u3063\u305f\u6570\u5024\u306e\u5236\u7d04\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5e74\u53ce\u306e\u5dee\u306e\u8a31\u5bb9\u5e45\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7e1b\u308c\u306a\u3044\u306e\u3067\u3001`diff` \u3092\u53d7\u3051\u53d6\u3063\u3066\u304b\u3089 Apps Script \u3067\u6bd4\u3079\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3068 `compared_with` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u305f\u304b\u304c\u4e00\u89a7\u3067\u8aad\u3081\u308b\u306e\u3067\u3001**\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u3001\u98df\u3044\u9055\u3044\u304c\u672c\u7269\u304b\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u53f0\u5e33 | Apps Script \u306e\u5b9a\u6642\u5b9f\u884c | \u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3068\u7533\u8fbc\u66f8\u306e\u5024\u3092\u8aad\u307f\u3001\u7d50\u679c\u3068\u72b6\u614b\u3092\u66f8\u304d\u623b\u3059 |\n| Google \u30c9\u30e9\u30a4\u30d6 | Apps Script | \u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b |\n| Azure AI Document Intelligence | REST API | ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u547c\u3073\u51fa\u3057 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | 6\u9805\u76ee\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n\n**\u53f0\u5e33\u306b\u306f\u3001\u9805\u76ee\u3054\u3068\u306e\u7d50\u679c\u3092\u5217\u3067\u66f8\u304d\u623b\u3057\u307e\u3059\u3002** 6\u5217\u306b `status` \u3092\u5165\u308c\u3001`verdict` \u3092\u5148\u982d\u306e\u5217\u306b\u7f6e\u304d\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306f\u53f0\u5e33\u3092 `verdict` \u3067\u4e26\u3079\u66ff\u3048\u308b\u3060\u3051\u3067\u3001\u4eca\u65e5\u898b\u308b\u3082\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**\u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u306f\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u307b\u3046\u304c\u6b63\u3057\u305d\u3046\u306b\u898b\u3048\u3066\u3082\u3001**\u76f4\u3059\u304b\u3069\u3046\u304b\u306f\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002** \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306f\u53f0\u5e33\u306e\u884c\u306b\u30ea\u30f3\u30af\u3092\u4ed8\u3051\u3066\u7f6e\u304d\u3001\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u30e1\u30fc\u30eb\u304b\u3089\u884c\u3044\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u53f0\u5e33\u30676\u5217\u306e\u7d50\u679c\u3092\u6d41\u3057\u898b\u3066\u3001\u5be9\u67fb\u306b\u56de\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 `unreadable` \u3092\u542b\u3080\u3082\u306e\u306f\u3001\u5143\u306e\u753b\u50cf\u3092\u62e1\u5927\u3057\u3066\u81ea\u5206\u3067\u8aad\u307f\u307e\u3059\u3002\u8aad\u3081\u306a\u3051\u308c\u3070\u4ef2\u4ecb\u4f1a\u793e\u306b\u518d\u9001\u3092\u983c\u307f\u307e\u3059\n2. **`mismatch` \u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u306e\u6587\u5b57\u5217\u3092\u5143\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001**\u672c\u5f53\u306b\u66f8\u985e\u3069\u3046\u3057\u304c\u9055\u3046\u304b\u3092\u76ee\u3067\u78ba\u304b\u3081\u307e\u3059**\n3. **`explainable` \u3092\u8a8d\u3081\u308b** \u2026 \u65e7\u59d3\u306e\u66f8\u985e\u306a\u3069\u306f\u3001\u305d\u306e\u307e\u307e\u901a\u3057\u3066\u3088\u3044\u304b\u3092\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\n4. **\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u9805\u76ee\u304c\u3069\u3046\u9055\u3046\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e `status` \u304b\u3089\u3069\u308c\u306b\u5909\u3048\u305f\u304b\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** `mismatch` \u306f\u3001\u7533\u8fbc\u8005\u306b\u66f8\u985e\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u7a7a\u632f\u308a\u306e\u5dee\u3057\u623b\u3057\u306f\u3001\u4ef2\u4ecb\u4f1a\u793e\u3068\u306e\u95a2\u4fc2\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u53f0\u5e33\u3092\u898b\u308b\u3060\u3051\u3067\u77ed\u304f\u3001`ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u306f\u753b\u50cf\u3092\u898b\u3066\u4e0b\u66f8\u304d\u3092\u76f4\u3059\u306e\u3067\u9577\u304f\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u66f8\u985e\u304c1\u7a2e\u985e\u8db3\u308a\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u524d\u306b\u300c\u66f8\u985e\u4e0d\u8db3\u300d\u3068\u3057\u3066\u53f0\u5e33\u306b\u623b\u3059 |\n| 1\u3064\u306ePDF\u306b\u66f8\u985e\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3067\u5206\u3051\u3001\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_human` |\n| \u65e5\u672c\u306e\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3067 ID \u30e2\u30c7\u30eb\u306e\u9805\u76ee\u304c\u53d6\u308c\u306a\u3044 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u8aad\u307f\u76f4\u3057\u3001\u9805\u76ee\u540d\u306f\u5bfe\u5fdc\u8868\u3067\u305d\u308d\u3048\u308b |\n| \u753b\u50cf\u306e\u5bf8\u6cd5\u30fb\u6587\u5b57\u306e\u5927\u304d\u3055\u304c\u4e0b\u9650\u306b\u8fd1\u3044 | \u7d50\u679c\u306b\u5370\u3092\u4ed8\u3051\u3001`unreadable` \u3092\u4eba\u304c\u898b\u308b |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u3002**\u4ef2\u4ecb\u4f1a\u793e\u306b\u89e3\u9664\u3057\u3066\u9001\u3063\u3066\u3082\u3089\u3046** |\n| \u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306e\u88cf\u9762\u304c\u5c4a\u3044\u305f | \u8aad\u307f\u53d6\u308a\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u3078\u3002**\u7d50\u679c\u306b\u3082\u5024\u3092\u6b8b\u3055\u306a\u3044** |\n| \u6cd5\u4eba\u5951\u7d04\u3067\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u7121\u3044 | \u6700\u521d\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u500b\u4eba\u3067\u904b\u7528\u304c\u56de\u3063\u3066\u304b\u3089\u898f\u5247\u3092\u8db3\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306eAPI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53f0\u5e33\u306e\u72b6\u614b\u3092\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u5b9a\u6642\u3067\u518d\u5b9f\u884c |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u304c\u3001\u4ef6\u6570\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u66f8\u985e\u306e\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u4ef2\u4ecb\u4f1a\u793e\u306b\u300c\u66f8\u985e\u3054\u3068\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u5206\u3051\u308b\u300d\u300c\u514d\u8a31\u8a3c\u306f\u88cf\u9762\u3082\u300d\u3068\u983c\u3080\u307b\u3046\u304c\u3001\u5224\u5b9a\u3092\u76f4\u3059\u3088\u308a\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u53d7\u3051\u53d6\u3063\u305f\u66f8\u985e\u306e\u5143\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08FAX\uff0fPDF\uff0f\u5199\u771f\uff09\n- \u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08**\u500b\u4eba\u756a\u53f7\u3092\u542b\u3080\u30da\u30fc\u30b8\u306f\u4fdd\u5b58\u3057\u306a\u3044**\uff09\n- \u7a81\u304d\u5408\u308f\u305b\u306e\u7d50\u679c\uff08`checks`\u3001`verdict`\uff09\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u30fb\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u30fb\u898f\u5247\u306e\u7248**\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e `status` \u304b\u3089\u3069\u308c\u306b\u5909\u3048\u305f\u304b\n- \u4ef2\u4ecb\u4f1a\u793e\u3078\u78ba\u8a8d\u3092\u983c\u3093\u3060\u65e5\u6642\u3068\u3001\u518d\u63d0\u51fa\u3055\u308c\u305f\u66f8\u985e\u3068\u306e\u5bfe\u5fdc\n- **\u4ef2\u4ecb\u4f1a\u793e\u3054\u3068\u306e `unreadable` \u3068 `mismatch` \u306e\u767a\u751f\u7387**\n\n**3\u3064\u76ee\u3067\u898f\u5247\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5e74\u53ce\u306e\u8a31\u5bb9\u5e45\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5e45\u3092\u76f4\u3059\u3068\u3001**\u904e\u53bb\u306b `ready` \u3068\u3057\u305f\u7533\u8fbc\u306e\u610f\u5473\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u3053\u307e\u3067\u898b\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":2,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":14,"after_minutes_per_case":4,"hourly_cost":3000,"before_hours_month":56,"after_hours_month":16,"saved_hours_month":40,"reduction_rate":71,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u5165\u5c45\u7533\u8fbc\u306b\u6dfb\u4ed8\u3055\u308c\u305f\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u53ce\u5165\u8a3c\u660e\u3092\u8aad\u307f\u53d6\u308a\u3001\u7533\u8fbc\u66f8\u306b\u66f8\u304b\u308c\u305f\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u30fb\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u3068\u9805\u76ee\u3054\u3068\u306b\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u66f8\u985e\u3069\u3046\u3057\u306e\u98df\u3044\u9055\u3044\u3092\u3001\u5bb6\u8cc3\u4fdd\u8a3c\u4f1a\u793e\u3084\u8cb8\u4e3b\u306e\u5be9\u67fb\u306b\u56de\u3059\u524d\u306b\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u4ef2\u4ecb\u4f1a\u793e\u304b\u3089\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u53ce\u5165\u8a3c\u660e\u304c\u5c4a\u304f\uff08FAX\u3001\u30e1\u30fc\u30eb\u306ePDF\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\uff09\u3002\u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u53f0\u5e33\u306e\u7533\u8fbc\u306e\u884c\u3092\u958b\u304d\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u753b\u50cf\u3068\u4e26\u3079\u3066\u3001\u6c0f\u540d\uff08\u6f22\u5b57\u3068\u30d5\u30ea\u30ac\u30ca\uff09\u3001\u751f\u5e74\u6708\u65e5\u3001\u73fe\u4f4f\u6240\u30921\u9805\u76ee\u305a\u3064\u898b\u6bd4\u3079\u308b\n3. \u53ce\u5165\u8a3c\u660e\u3092\u958b\u304d\u3001\u53f0\u5e33\u306e\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u3092\u3001\u652f\u6255\u8005\u30fb\u652f\u6255\u91d1\u984d\u3068\u898b\u6bd4\u3079\u308b\n4. \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3001\u53ce\u5165\u8a3c\u660e\u306e\u5bfe\u8c61\u5e74\u3092\u78ba\u304b\u3081\u308b\n5. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u8a8d\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n6. \u305d\u308d\u3063\u305f\u3089\u3001\u5bb6\u8cc3\u4fdd\u8a3c\u4f1a\u793e\u3068\u8cb8\u4e3b\u306b\u5be9\u67fb\u3092\u4f9d\u983c\u3059\u308b\n\n**\uff08a\uff09\u4e0d\u5099\u304c\u5be9\u67fb\u306e\u9014\u4e2d\u3067\u898b\u3064\u304b\u308b\u3002** 2\u756a\u304b\u30894\u756a\u3092\u6025\u3044\u3067\u6e08\u307e\u305b\u3001\u4fdd\u8a3c\u4f1a\u793e\u304b\u3089\u300c\u751f\u5e74\u6708\u65e5\u304c\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u9055\u3046\u300d\u300c\u53ce\u5165\u8a3c\u660e\u304c\u524d\u3005\u5e74\u306e\u3082\u306e\u300d\u3068\u623b\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u623b\u3063\u3066\u304d\u305f\u3068\u304d\u306b\u306f\u3001\u7533\u8fbc\u8005\u306f\u5be9\u67fb\u306e\u7d50\u679c\u3092\u5f85\u3063\u3066\u3044\u307e\u3059\u3002** \u305d\u3053\u304b\u3089\u4ef2\u4ecb\u4f1a\u793e\u306b\u9023\u7d61\u3057\u3001\u66f8\u985e\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3046\u306e\u3067\u3001\u6570\u65e5\u304c\u6d88\u3048\u307e\u3059\u3002\n\n**\uff08b\uff09\u66f8\u985e\u3054\u3068\u306b\u898b\u308b\u5834\u6240\u304c\u9055\u3046\u3002** \u5e74\u53ce\u306f\u3001\u6e90\u6cc9\u5fb4\u53ce\u7968\u3067\u306f\u300c\u652f\u6255\u91d1\u984d\u300d\u3001\u7d66\u4e0e\u660e\u7d30\u3067\u306f\u6708\u306e\u7dcf\u652f\u7d66\u984d\u3001\u78ba\u5b9a\u7533\u544a\u66f8\u3067\u306f\u53ce\u5165\u3084\u6240\u5f97\u306e\u6b04\u306b\u3042\u308a\u307e\u3059\u3002**\u53f0\u5e33\u306e\u300c\u5e74\u53ce\u300d\u3068\u3069\u308c\u3092\u6bd4\u3079\u308b\u304b\u3092\u3001\u62c5\u5f53\u8005\u304c\u305d\u306e\u5834\u3067\u6c7a\u3081\u3066\u3044\u307e\u3059\u3002** \u6708\u53ce\u309212\u500d\u3059\u308b\u304b\u3001\u8cde\u4e0e\u3092\u8db3\u3059\u304b\u3082\u4eba\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002\n\n**\uff08c\uff09\u8aac\u660e\u306e\u3064\u304f\u9055\u3044\u306e\u6271\u3044\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u514d\u8a31\u8a3c\u306e\u8868\u306e\u4f4f\u6240\u304c\u65e7\u4f4f\u6240\u3067\u88cf\u9762\u306b\u65b0\u4f4f\u6240\u304c\u3042\u308b\u3001\u65e7\u59d3\u306e\u6e90\u6cc9\u5fb4\u53ce\u7968\u3001\u30de\u30f3\u30b7\u30e7\u30f3\u540d\u306e\u7701\u7565\u3001\u5b57\u4f53\u306e\u9055\u3044\u3002**\u78ba\u8a8d\u4f9d\u983c\u306b\u56de\u3059\u304b\u3001\u305d\u306e\u307e\u307e\u901a\u3059\u304b\u3092\u62c5\u5f53\u8005\u3054\u3068\u306b\u6c7a\u3081\u3066\u3044\u307e\u3059\u3002** \u3042\u308b\u62c5\u5f53\u304c\u901a\u3057\u305f\u3082\u306e\u3092\u3001\u5225\u306e\u62c5\u5f53\u306f\u5dee\u3057\u623b\u3057\u307e\u3059\u3002\n\n**\uff08d\uff09\u8aad\u307f\u9055\u3048\u305f\u307e\u307e\u5dee\u3057\u623b\u3059\u3002** FAX\u3067\u3064\u3076\u308c\u305f\u756a\u5730\u3084\u751f\u5e74\u6708\u65e5\u3092\u8aad\u307f\u9055\u3048\u3001\u300c\u98df\u3044\u9055\u3044\u3042\u308a\u300d\u3068\u3057\u3066\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u8a8d\u3092\u983c\u3080\u3068\u3001**\u300c\u66f8\u3044\u3066\u3042\u308b\u3068\u304a\u308a\u3067\u3059\u300d\u3068\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002**","before_flow_steps":["\u4ef2\u4ecb\u4f1a\u793e\u304b\u3089\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u53ce\u5165\u8a3c\u660e\u304c\u5c4a\u304f\uff08FAX\u3001\u30e1\u30fc\u30eb\u306ePDF\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\uff09\u3002\u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u53f0\u5e33\u306e\u7533\u8fbc\u306e\u884c\u3092\u958b\u304d\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u753b\u50cf\u3068\u4e26\u3079\u3066\u3001\u6c0f\u540d\uff08\u6f22\u5b57\u3068\u30d5\u30ea\u30ac\u30ca\uff09\u3001\u751f\u5e74\u6708\u65e5\u3001\u73fe\u4f4f\u6240\u30921\u9805\u76ee\u305a\u3064\u898b\u6bd4\u3079\u308b","\u53ce\u5165\u8a3c\u660e\u3092\u958b\u304d\u3001\u53f0\u5e33\u306e\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u3092\u3001\u652f\u6255\u8005\u30fb\u652f\u6255\u91d1\u984d\u3068\u898b\u6bd4\u3079\u308b","\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3001\u53ce\u5165\u8a3c\u660e\u306e\u5bfe\u8c61\u5e74\u3092\u78ba\u304b\u3081\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u8a8d\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f","\u305d\u308d\u3063\u305f\u3089\u3001\u5bb6\u8cc3\u4fdd\u8a3c\u4f1a\u793e\u3068\u8cb8\u4e3b\u306b\u5be9\u67fb\u3092\u4f9d\u983c\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u53d7\u3051\u53d6\u3063\u305f\u66f8\u985e\u3092\u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u53f0\u5e33\u306e\u72b6\u614b\u3092\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306b\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u5b9a\u6642\u306e\u51e6\u7406\u304c\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3092\u62fe\u3044\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\u3068\u5bf8\u6cd5\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3001\u53ce\u5165\u8a3c\u660e\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u3068\u3001\u8aad\u307f\u53d6\u3063\u305f\u5024\u3092\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u540d\u306b\u305d\u308d\u3048\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u9805\u76ee\u3054\u3068\u306b\u3001`match` \uff0f `mismatch` \uff0f `explainable` \uff0f `unreadable` \uff0f `not_in_document` \u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3068\u3001\u53ce\u5165\u8a3c\u660e\u306e\u5bfe\u8c61\u5e74\u3092\u898f\u5247\u3067\u78ba\u304b\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u3054\u3068\u306e\u7d50\u679c\u304b\u3089\u3001`ready` \uff0f `ask_agent` \uff0f `needs_human` \u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u308b\n8. **\u3010\u81ea\u52d5\u3011** `ask_agent` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u4ef2\u4ecb\u4f1a\u793e\u3078\u306e\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u5143\u306e\u753b\u50cf\u3067\u8a72\u5f53\u7b87\u6240\u3092\u78ba\u304b\u3081\u308b\n10. **\u3010\u4eba\u3011** \u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u4ef2\u4ecb\u4f1a\u793e\u3078\u9001\u308b\u3002`ready` \u306e\u3082\u306e\u306f\u5be9\u67fb\u306b\u56de\u3059\n\n**9\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u304c\u6642\u9593\u3092\u4f7f\u3046\u306e\u306f\u3001\u98df\u3044\u9055\u3044\u304c\u51fa\u305f\u3082\u306e\u3068\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u3067\u3059\u3002`ready` \u3068\u51fa\u305f\u3082\u306e\u306f\u3001\u9805\u76ee\u3054\u3068\u306e\u7d50\u679c\u3092\u53f0\u5e33\u3067\u6d41\u3057\u898b\u3066\u5be9\u67fb\u306b\u56de\u3057\u307e\u3059\u3002**\u5168\u4ef6\u3092\u6700\u521d\u304b\u3089\u898b\u76f4\u3059\u904b\u7528\u306b\u3059\u308b\u3068\u300156.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002**\n\n**7\u756a\u76ee\u3092\u898f\u5247\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u98df\u3044\u9055\u3044\u3092\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b\u304b\u306f\u81ea\u793e\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u304c\u5909\u308f\u308c\u3070\u5909\u308f\u308a\u307e\u3059\u3002**AI\u306b\u306f\u98df\u3044\u9055\u3044\u306e\u4e8b\u5b9f\u3060\u3051\u3092\u8a18\u9332\u3055\u305b\u3001\u6271\u3044\u306f\u898f\u5247\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u53d7\u3051\u53d6\u3063\u305f\u66f8\u985e\u3092\u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u53f0\u5e33\u306e\u72b6\u614b\u3092\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5b9a\u6642\u306e\u51e6\u7406\u304c\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3092\u62fe\u3044\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\u3068\u5bf8\u6cd5\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3001\u53ce\u5165\u8a3c\u660e\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u3068\u3001\u8aad\u307f\u53d6\u3063\u305f\u5024\u3092\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u540d\u306b\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u9805\u76ee\u3054\u3068\u306b\u3001`match` \uff0f `mismatch` \uff0f `explainable` \uff0f `unreadable` \uff0f `not_in_document` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3068\u3001\u53ce\u5165\u8a3c\u660e\u306e\u5bfe\u8c61\u5e74\u3092\u898f\u5247\u3067\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u3054\u3068\u306e\u7d50\u679c\u304b\u3089\u3001`ready` \uff0f `ask_agent` \uff0f `needs_human` \u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** `ask_agent` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u4ef2\u4ecb\u4f1a\u793e\u3078\u306e\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u5143\u306e\u753b\u50cf\u3067\u8a72\u5f53\u7b87\u6240\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u4ef2\u4ecb\u4f1a\u793e\u3078\u9001\u308b\u3002`ready` \u306e\u3082\u306e\u306f\u5be9\u67fb\u306b\u56de\u3059"],"architecture":"```\n\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u30fb\u53ce\u5165\u8a3c\u660e\uff08FAX\u30fbPDF\u30fb\u5199\u771f\uff09\n   \u2502  \u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u3078\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u53f0\u5e33\u306e\u72b6\u614b\u304c\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\uff08\u5b9a\u6642\u306b\u78ba\u8a8d\uff09\nGoogle Apps Script\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u5bf8\u6cd5\u306e\u78ba\u8a8d\u3001\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u88cf\u9762\u306e\u9664\u5916\n   \u25bc\nAzure AI Document Intelligence\n   \u2502   \u672c\u4eba\u78ba\u8a8d\u66f8\u985e \u2026 ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\uff08prebuilt-idDocument\uff09\n   \u2502   \u53ce\u5165\u8a3c\u660e   \u2026 \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff0b\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\uff08keyValuePairs\uff09\n   \u25bc\nGoogle Apps Script \u2500\u2500 \u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u3068\u3001\u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u9805\u76ee\u540d\u3092\u305d\u308d\u3048\u308b\n   \u25bc\nClaude API \u2500\u2500 \u9805\u76ee\u3054\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\n   \u2502   \u2460 \u6c0f\u540d\uff08\u6f22\u5b57\uff09  \u2461 \u30d5\u30ea\u30ac\u30ca  \u2462 \u751f\u5e74\u6708\u65e5\n   \u2502   \u2463 \u73fe\u4f4f\u6240       \u2464 \u52e4\u52d9\u5148    \u2465 \u5e74\u53ce\n   \u25bc\n\u5224\u5b9a\uff08\u305d\u308d\u3063\u3066\u3044\u308b ready \uff0f \u78ba\u8a8d\u4f9d\u983c ask_agent \uff0f \u5224\u65ad\u4e0d\u80fd needs_human\uff09\n   \u25bc\n\u3010\u4eba\u304c\u98df\u3044\u9055\u3044\u306e\u3082\u306e\u3060\u3051\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 Claude API \u2500\u2500 \u4ef2\u4ecb\u4f1a\u793e\u3078\u306e\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\n   \u2514\u2500\u2500\u25b6 \u5be9\u67fb\u3078\uff08\u4eba\u304c\u4f9d\u983c\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Azure AI Document Intelligence\uff08ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\uff09 | Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u9805\u76ee\u3054\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | Google Apps Script\uff08\u53f0\u5e33\u306e\u78ba\u8a8d\u3001\u8aad\u307f\u53d6\u308a\u306e\u547c\u3073\u51fa\u3057\u3001\u7d50\u679c\u306e\u66f8\u304d\u623b\u3057\uff09 | Power Automate\u3001Make |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6\uff08\u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\uff09 | Microsoft SharePoint\u3001Box |\n| \u8cc3\u8cb8\u7ba1\u7406 | \u65e2\u5b58\u306e\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306e\u88fd\u54c1 |\n\n**AWS Textract \u3092\u5916\u3057\u305f\u306e\u306f\u3001\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u4e00\u89a7\u3067\u306f\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001\u7e26\u66f8\u304d\u306e\u6587\u5b57\u306b\u306f\u5bfe\u5fdc\u3057\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3092\u8aad\u3080 `AnalyzeID` \u3082\u3001**\u7c73\u56fd\u306e\u30d1\u30b9\u30dd\u30fc\u30c8\u3068\u7c73\u56fd\u306e\u904b\u8ee2\u514d\u8a31\u8a3c\u3060\u3051\u304c\u5bfe\u8c61**\u3067\u3059\u3002\n\n**\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306b\u306f ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001v4.0\uff082024-11-30 GA\uff09\u3067\u4e16\u754c\u4e2d\u306e\u3059\u3079\u3066\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306e ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3055\u308c\u3001\u5168\u4e16\u754c\u306e\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u307b\u304b\u3001\u300c\u305d\u306e\u4ed6\u300d\u306e\u5730\u57df\u3068\u3057\u3066\u904b\u8ee2\u514d\u8a31\u8a3c\u30fb\u8eab\u5206\u8a3c\u660e\u66f8\u30fb\u5c45\u4f4f\u8a31\u53ef\u8a3c\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u305f\u3060\u3057\u65e5\u672c\u306e\u66f8\u985e\u304c\u56fd\u540d\u3067\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u65e5\u672c\u306e\u904b\u8ee2\u514d\u8a31\u8a3c\u3084\u5728\u7559\u30ab\u30fc\u30c9\u3067\u9805\u76ee\u304c\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b\u306f\u3001\u7b2c8\u7ae0\u306e\u8a66\u884c\u3067\u5fc5\u305a\u78ba\u304b\u3081\u307e\u3059\u3002\u53d6\u308c\u306a\u3044\u66f8\u985e\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u8aad\u307f\u53d6\u308a\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002\n\n**\u53ce\u5165\u8a3c\u660e\u306b\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3068 `keyValuePairs` \u3092\u4f7f\u3044\u307e\u3059\u3002** \u4ee5\u524d\u306e `prebuilt-document` \u30e2\u30c7\u30eb\u304c\u62c5\u3063\u3066\u3044\u305f\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u306e\u62bd\u51fa\u304c\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u6a5f\u80fd\u3068\u3057\u3066\u52a0\u308f\u3063\u305f\u3068\u3055\u308c\u3001\u6599\u91d1\u306e\u533a\u5206\u306f\u7121\u6599\u306e\u30a2\u30c9\u30aa\u30f3\u3067\u3059\u3002**\u305d\u3057\u3066\u3001\u30ad\u30fc\u304c\u691c\u51fa\u3055\u308c\u3066\u3082\u5024\u304c\u7121\u3044\u5834\u5408\u306f\u3001\u30ad\u30fc\u304c\u5358\u72ec\u3067\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u6e90\u6cc9\u5fb4\u53ce\u7968\u306e\u300c\u652f\u6255\u91d1\u984d\u300d\u306e\u6b04\u304c\u7a7a\u306e\u307e\u307e\u5c4a\u3044\u305f\u5834\u5408\u3001**\u9805\u76ee\u540d\u304c\u3042\u308b\u3053\u3068\u3092\u5024\u304c\u3042\u308b\u3053\u3068\u3068\u53d6\u308a\u9055\u3048\u306a\u3044**\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u53f0\u5e33\u306e\u72b6\u614b\u304c\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306b\u306a\u3063\u305f\u884c\u3092\u300110\u5206\u304a\u304d\u306e\u5b9a\u6642\u306e\u51e6\u7406\u3067\u62fe\u3044\u307e\u3059\u3002** Apps Script \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u30c8\u30ea\u30ac\u30fc\u306b\u306f\u6642\u9593\u4e3b\u5c0e\u578b\u304c\u3042\u308a\u3001\u516c\u5f0f\u306b\u306f\u6700\u77ed\u30671\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30c9\u30e9\u30a4\u30d6\u3078\u306e\u30d5\u30a1\u30a4\u30eb\u8ffd\u52a0\u3092\u76f4\u63a5\u304d\u3063\u304b\u3051\u306b\u3059\u308b\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u78ba\u8a8d\u3057\u305f\u4e00\u89a7\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002**\n\n**\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u3044\u305f\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u66f8\u985e\u304c\u305d\u308d\u3063\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3059\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u5148\u306b\u5c4a\u304d\u3001\u53ce\u5165\u8a3c\u660e\u304c\u7fcc\u65e5\u306b\u5c4a\u304f\u3053\u3068\u306f\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u304f\u305f\u3073\u306b\u52d5\u304b\u3059\u3068\u3001**\u6bce\u56de\u300c\u53ce\u5165\u8a3c\u660e\u304c\u7121\u3044\u300d\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3001\u62c5\u5f53\u8005\u304c\u305d\u308c\u3092\u898b\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u51e6\u7406\u3092\u7d42\u3048\u305f\u884c\u306f\u300c\u70b9\u691c\u6e08\u307f\u300d\u306b\u3001\u5931\u6557\u3057\u305f\u884c\u306f\u300c\u70b9\u691c\u30a8\u30e9\u30fc\u300d\u306b\u5909\u3048\u307e\u3059\u3002** \u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u307e\u307e\u6b8b\u3063\u3066\u3044\u308b\u884c\u306e\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7533\u8fbc\u66f8\u306e\u5024 | \u7533\u8fbc\u8005\u306e\u6c0f\u540d\u30fb\u30d5\u30ea\u30ac\u30ca\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u73fe\u4f4f\u6240\u30fb\u52e4\u52d9\u5148\u30fb\u5e74\u53ce\u30fb\u52e4\u52d9\u5f62\u614b | \u53d7\u4ed8\u53f0\u5e33\uff08\u8ee2\u8a18\u6e08\u307f\uff09 |\n| \u672c\u4eba\u78ba\u8a8d\u66f8\u985e | \u904b\u8ee2\u514d\u8a31\u8a3c\u3001\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306e\u8868\u9762\u3001\u5728\u7559\u30ab\u30fc\u30c9\u3001\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u3044\u305a\u308c\u304b\u3002**\u8868\u3068\u88cf\u306e\u4e21\u65b9** | \u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u53ce\u5165\u8a3c\u660e | \u6e90\u6cc9\u5fb4\u53ce\u7968\u3001\u7d66\u4e0e\u660e\u7d30\u3001\u78ba\u5b9a\u7533\u544a\u66f8\u306e\u63a7\u3048\u3001\u5185\u5b9a\u901a\u77e5\u66f8\u306e\u3044\u305a\u308c\u304b | \u540c\u4e0a |\n| \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868 | \u300c\u9ad9\uff0f\u9ad8\u300d\u300c\ufa11\uff0f\u5d0e\u300d\u300c\u908a\uff0f\u9089\uff0f\u8fba\u300d\u306a\u3069\u3001\u540c\u3058\u5b57\u3068\u3057\u3066\u6271\u3046\u7d44 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868 | \u66f8\u985e\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u3069\u306e\u6b04\u3092\u5e74\u53ce\u3068\u3057\u3066\u6bd4\u3079\u308b\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u304c\u7121\u3044\u3068\u3001\u7533\u8fbc\u66f8\u306e\u300c\u9ad8\u300d\u3068\u514d\u8a31\u8a3c\u306e\u300c\u9ad9\u300d\u3092**\u5225\u306e\u5b57\u3068\u3057\u3066\u4e0d\u4e00\u81f4\u306b\u3057\u307e\u3059\u3002** \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u304c\u7121\u3044\u3068\u3001\u6bd4\u3079\u308b\u6b04\u3092AI\u304c\u305d\u306e\u90fd\u5ea6\u9078\u3076\u3053\u3068\u306b\u306a\u308a\u3001**\u62c5\u5f53\u8005\u3054\u3068\u306e\u63fa\u308c\u304cAI\u306b\u79fb\u308b\u3060\u3051\u3067\u3059\u3002**\n\n**\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f\u5fc5\u305a\u88cf\u9762\u3082\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u904b\u8ee2\u514d\u8a31\u8a3c\u306f\u4f4f\u6240\u304c\u5909\u308f\u308b\u3068\u88cf\u9762\u306b\u65b0\u3057\u3044\u4f4f\u6240\u304c\u66f8\u304b\u308c\u307e\u3059\u3002**\u8868\u3060\u3051\u3092\u8aad\u3080\u3068\u3001\u5f15\u3063\u8d8a\u3057\u305f\u4eba\u306e\u7533\u8fbc\u306f\u3059\u3079\u3066\u4f4f\u6240\u306e\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002** \u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306f\u8868\u9762\u3060\u3051\u3092\u53d7\u3051\u53d6\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u70b9\u691c\u3067\u500b\u4eba\u756a\u53f7\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n1. \u53d7\u4ed8\u53f0\u5e33\u304b\u3089\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3092\u8aad\u307f\u3001\u7533\u8fbc\u756a\u53f7\u3067\u30d5\u30a9\u30eb\u30c0\u3092\u7279\u5b9a\u3059\u308b\n2. \u30d5\u30a9\u30eb\u30c0\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\uff08`\u672c\u4eba_`\u3001`\u53ce\u5165_`\uff09\u3067\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4eee\u306b\u6c7a\u3081\u308b\n3. \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306f `prebuilt-idDocument`\u3001\u53ce\u5165\u8a3c\u660e\u306f `prebuilt-layout` \u306b `features=keyValuePairs` \u3092\u4ed8\u3051\u3066\u9001\u308b\n4. \u8fd4\u3063\u3066\u304d\u305fJSON\u3092\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u3068\u3042\u308f\u305b\u3066\u6b21\u306e\u6bb5\u3078\u6e21\u3059\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u30fb\u6709\u52b9\u671f\u9650 | ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u306e `documents` \u306e `fields` | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e `keyValuePairs` | \u6e90\u6cc9\u5fb4\u53ce\u7968\u306e\u652f\u6255\u8005\u30fb\u652f\u6255\u91d1\u984d\u306a\u3069 |\n| \u8868 | `tables` \u306e `cells` | \u7d66\u4e0e\u660e\u7d30\u306e\u7dcf\u652f\u7d66\u984d\u306e\u6b04 |\n| \u9078\u629e\u30de\u30fc\u30af | `selectionMarks` \u306e `state` | \u78ba\u5b9a\u7533\u544a\u66f8\u306e\u30c1\u30a7\u30c3\u30af\u6b04 |\n| \u4fe1\u983c\u5ea6 | \u5404\u5024\u306e `confidence` | `unreadable` \u306e\u5224\u5b9a |\n\n**\u6e90\u6cc9\u5fb4\u53ce\u7968\u306e\u3088\u3046\u306b\u9805\u76ee\u540d\u304c\u6c7a\u307e\u3063\u305f\u66f8\u985e\u3067\u306f\u3001\u30af\u30a8\u30ea \u30d5\u30a3\u30fc\u30eb\u30c9\u3082\u4f7f\u3048\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u62bd\u51fa\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3092\u6307\u5b9a\u3059\u308b\u3068\u5024\u3092\u8fd4\u3059\u30a2\u30c9\u30aa\u30f3\u3067\u30011\u56de\u306e\u8981\u6c42\u3067\u6700\u592720\u500b\u307e\u3067\u6307\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u305f\u3060\u3057\u30d7\u30ec\u30df\u30a2\u30e0\u306e\u30a2\u30c9\u30aa\u30f3\u3067\u3001\u6599\u91d1\u306e\u533a\u5206\u304c\u5225\u3067\u3059\u3002** \u307e\u305a\u306f\u7121\u6599\u306e `keyValuePairs` \u3067\u7d44\u307f\u3001\u53d6\u308a\u3053\u307c\u3057\u306e\u591a\u3044\u66f8\u985e\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\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\n3. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**FAX\u306e\u53d7\u4fe1\u753b\u50cf\u306f\u3053\u308c\u306b\u8fd1\u3044\u3053\u3068\u304c\u591a\u3044**\u306e\u3067\u3001\u5bf8\u6cd5\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\n4. **\u30ed\u30c3\u30af\u306e\u89e3\u9664** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u30ed\u30c3\u30af\u3055\u308c\u305fPDF\u306f\u3001\u63d0\u51fa\u524d\u306b\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n5. **\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u88cf\u9762\u306e\u9664\u5916** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u3084\u4ef2\u4ecb\u4f1a\u793e\u304b\u3089\u306e\u9023\u7d61\u3067\u88cf\u9762\u3068\u5206\u304b\u308b\u3082\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u3078\u623b\u3057\u307e\u3059\n6. **\u9805\u76ee\u540d\u306e\u305d\u308d\u3048** \u2026 \u53f0\u5e33\u306e\u5217\u540d\u3068\u3001\u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u540d\u524d\u3092 `name_kanji`\u3001`birth_date` \u306e\u3088\u3046\u306b1\u3064\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u307e\u3059\n7. **\u5b57\u4f53\u306e\u6b63\u898f\u5316** \u2026 \u5bfe\u5fdc\u8868\u306b\u3042\u308b\u5b57\u3092\u3001\u6bd4\u3079\u308b\u3068\u304d\u3060\u3051\u540c\u3058\u5b57\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u5143\u306e\u5024\u306f\u7f6e\u304d\u63db\u3048\u305a\u306b\u6b8b\u3057\u307e\u3059**\n\n**7\u756a\u76ee\u3067\u5143\u306e\u5024\u3092\u6b8b\u3059\u306e\u306f\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u6587\u9762\u306b\u6b63\u78ba\u306a\u8868\u8a18\u304c\u8981\u308b\u305f\u3081\u3067\u3059\u3002** \u7f6e\u304d\u63db\u3048\u305f\u5b57\u3067\u300c\u9ad8\u6a4b\u69d8\u306e\u7533\u8fbc\u3067\u300d\u3068\u66f8\u304f\u3068\u3001\u7533\u8fbc\u8005\u306e\u66f8\u3044\u305f\u5b57\u3068\u9055\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u30016\u3064\u306e\u9805\u76ee\u305d\u308c\u305e\u308c\u306e\u7a81\u304d\u5408\u308f\u305b\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u6bd4\u3079\u308b\u76f8\u624b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6c0f\u540d\uff08\u6f22\u5b57\uff09 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3001\u53ce\u5165\u8a3c\u660e | \u5b57\u4f53\u306e\u9055\u3044\u3060\u3051\u3001\u65e7\u59d3\u306e\u66f8\u985e\u306a\u3089 `explainable` |\n| \u30d5\u30ea\u30ac\u30ca | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\uff08\u30d1\u30b9\u30dd\u30fc\u30c8\u306f\u30ed\u30fc\u30de\u5b57\uff09 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306b\u8aad\u307f\u304c\u7121\u3051\u308c\u3070 `not_in_document` |\n| \u751f\u5e74\u6708\u65e5 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e | \u548c\u66a6\u3068\u897f\u66a6\u306e\u9055\u3044\u306f\u63db\u7b97\u3057\u3066\u6bd4\u3079\u308b\u3002\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u73fe\u4f4f\u6240 | \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\uff08**\u88cf\u9762\u306e\u8a18\u8f09\u3092\u512a\u5148**\uff09 | \u5efa\u7269\u540d\u30fb\u90e8\u5c4b\u756a\u53f7\u306e\u7701\u7565\u3060\u3051\u306a\u3089 `explainable` |\n| \u52e4\u52d9\u5148 | \u53ce\u5165\u8a3c\u660e\u306e\u652f\u6255\u8005\u30fb\u4f1a\u793e\u540d | \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u306e\u524d\u5f8c\u3001\u7565\u79f0\u3060\u3051\u306a\u3089 `explainable` |\n| \u5e74\u53ce | \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3067\u6c7a\u3081\u305f\u6b04 | \u4f55\u3068\u6bd4\u3079\u305f\u304b\u3092 `basis` \u306b\u66f8\u304f\u3002\u6bd4\u3079\u3089\u308c\u306a\u3051\u308c\u3070 `not_in_document` |\n\n**\u53f3\u7aef\u306e\u5217\u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** `mismatch` \u306f\u66f8\u985e\u3069\u3046\u3057\u304c\u5408\u3063\u3066\u3044\u306a\u3044\u3001`explainable` \u306f\u9055\u3046\u304c\u7406\u7531\u306e\u898b\u5f53\u304c\u3064\u304f\u3001`unreadable` \u306f\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\u3001`not_in_document` \u306f\u305d\u306e\u66f8\u985e\u306b\u305d\u306e\u9805\u76ee\u304c\u7121\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b\u306e\u306f `mismatch` \u3060\u3051\u3067\u3001`unreadable` \u306f\u81ea\u793e\u3067\u753b\u50cf\u3092\u898b\u76f4\u305b\u3070\u6e08\u307f\u307e\u3059\u3002**\n\n**\u5206\u3051\u308b\u6750\u6599\u306f\u3001\u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305f `confidence` \u3067\u3059\u3002** \u5024\u304c\u7121\u3051\u308c\u3070 `not_in_document`\u3001\u5024\u304c\u3042\u3063\u3066\u4fe1\u983c\u5ea6\u304c\u4f4e\u3051\u308c\u3070 `unreadable`\u3002**\u6839\u62e0\u3092OCR\u304c\u8fd4\u3057\u305f\u6570\u5024\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5165\u5c45\u3092\u8a8d\u3081\u308b\u304b\u3001\u4fdd\u8a3c\u3092\u4ed8\u3051\u308b\u304b\u306e\u5224\u65ad | \u5be9\u67fb\u306f\u8cb8\u4e3b\u3068\u4fdd\u8a3c\u4f1a\u793e\u304c\u6c7a\u3081\u308b |\n| \u53ce\u5165\u306e\u591a\u3044\u5c11\u306a\u3044\u306e\u8a55\u4fa1 | \u5bb6\u8cc3\u306b\u5bfe\u3057\u3066\u8db3\u308a\u308b\u304b\u306f\u5be9\u67fb\u306e\u57fa\u6e96 |\n| \u8aad\u3081\u306a\u3044\u6587\u5b57\u306e\u88dc\u5b8c | \u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n| \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u672c\u7269\u304b\u306e\u5224\u5b9a | \u753b\u50cf\u304b\u3089\u771f\u507d\u306f\u6c7a\u3081\u3089\u308c\u306a\u3044\u3002\u539f\u672c\u306e\u78ba\u8a8d\u306f\u5e97\u982d\u3067\u884c\u3046 |\n| \u56fd\u7c4d\u3084\u5728\u7559\u8cc7\u683c\u306b\u3088\u308b\u533a\u5225 | \u3053\u306e\u70b9\u691c\u3067\u306f\u6271\u308f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** FAX\u3067\u756a\u5730\u306e\u6570\u5b57\u304c\u3064\u3076\u308c\u3066\u3044\u308b\u3068\u3001\u53f0\u5e33\u306e\u5024\u304b\u3089\u57cb\u3081\u3066 `match` \u306b\u3057\u304c\u3061\u3067\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\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\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u53d7\u4ed8\u62c5\u5f53\u3067\u3001\u5165\u5c45\u7533\u8fbc\u306e\u66f8\u985e\u3069\u3046\u3057\u306e\u8a18\u8f09\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u70b9\u691c\u3057\u307e\u3059\u3002\n\u5165\u5c45\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093\u3002\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6bd4\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6bd4\u3079\u308b6\u9805\u76ee\u3011\n1. \u6c0f\u540d\uff08\u6f22\u5b57\uff09  2. \u30d5\u30ea\u30ac\u30ca  3. \u751f\u5e74\u6708\u65e5  4. \u73fe\u4f4f\u6240  5. \u52e4\u52d9\u5148  6. \u5e74\u53ce\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- match ............ \u66f8\u985e\u3069\u3046\u3057\u3067\u4e00\u81f4\u3057\u3066\u3044\u308b\n- mismatch ......... \u66f8\u985e\u3069\u3046\u3057\u3067\u9055\u3063\u3066\u304a\u308a\u3001\u4e0b\u306e explainable \u306b\u5f53\u305f\u3089\u306a\u3044\n- explainable ...... \u9055\u3046\u304c\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u308b\n                     \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u5b57\u306e\u9055\u3044\uff0f\u65e7\u59d3\u306e\u66f8\u985e\uff0f\u5efa\u7269\u540d\u30fb\u90e8\u5c4b\u756a\u53f7\u306e\u7701\u7565\uff0f\n                     \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u306e\u4f4d\u7f6e\u3084\u7565\u79f0\u306e\u9055\u3044\uff0f\u548c\u66a6\u3068\u897f\u66a6\u306e\u9055\u3044\n- unreadable ....... \u5024\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c confidence \u304c {threshold} \u672a\u6e80\u3001\u307e\u305f\u306f\u5b57\u304c\u3064\u3076\u308c\u3066\u3044\u308b\n- not_in_document .. \u6bd4\u3079\u308b\u76f8\u624b\u306e\u66f8\u985e\u306b\u3001\u305d\u306e\u9805\u76ee\u306e\u5024\u304c\u7121\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b match \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u3001\u7533\u8fbc\u66f8\u306e\u5024\u3067\u88dc\u3063\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u540d\u3060\u3051\u304c\u3042\u3063\u3066\u5024\u304c\u7a7a\u306e\u5834\u5408\u306f not_in_document \u3067\u3059\u3002\n  \u9805\u76ee\u540d\u304c\u3042\u308b\u3053\u3068\u3092\u3001\u5024\u304c\u3042\u308b\u3053\u3068\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u73fe\u4f4f\u6240\u306f\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u88cf\u9762\u306b\u65b0\u3057\u3044\u4f4f\u6240\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u305d\u3061\u3089\u3068\u6bd4\u3079\u3001\n  \u3069\u3061\u3089\u3068\u6bd4\u3079\u305f\u304b\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u53ce\u306f\u3010\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3011\u306b\u5f93\u3044\u3001\u6bd4\u3079\u305f\u6b04\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5dee\u3092\u300c\u8a31\u5bb9\u7bc4\u56f2\u300d\u3068\u5224\u65ad\u305b\u305a\u3001\u5dee\u984d\u3092\u305d\u306e\u307e\u307e diff \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u66f8\u985e\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u306e\u53ef\u5426\u3001\u53ce\u5165\u304c\u8db3\u308a\u308b\u304b\u3001\u66f8\u985e\u304c\u672c\u7269\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56fd\u7c4d\u3001\u5728\u7559\u8cc7\u683c\u3001\u5e74\u9f62\u306b\u3064\u3044\u3066\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u4eba\u756a\u53f7\u306e\u8a18\u8f09\u3092\u898b\u3064\u3051\u305f\u5834\u5408\u306f\u3001\u5024\u3092\u5199\u3055\u305a\u306b contains_my_number \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7533\u8fbc\u66f8\u306e\u5024\uff08\u53f0\u5e33\uff09\u3011{application}\n\u3010\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u30fb\u88cf\uff09\u3011{identity}\n\u3010\u53ce\u5165\u8a3c\u660e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{income}\n\u3010\u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u3011{variant_table}\n\u3010\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3011{income_rule}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b match \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u4e00\u81f4\u304c\u5897\u3048\u307e\u3059\u3002** \u5024\u304c\u4f3c\u3066\u3044\u308b\u3068\u4e00\u81f4\u3068\u7b54\u3048\u304c\u3061\u3067\u3001**\u305d\u308c\u304c\u898b\u843d\u3068\u3057\u306b\u306a\u308a\u307e\u3059\u3002** \u8ff7\u3063\u305f\u3089\u4eba\u306b\u56de\u308b\u5074\u3078\u5012\u3057\u307e\u3059\u3002\n\n**\u300c\u5dee\u3092\u8a31\u5bb9\u7bc4\u56f2\u3068\u5224\u65ad\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5e74\u53ce\u306e50\u4e07\u5186\u306e\u5dee\u3092\u8a31\u3059\u304b\u306f\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u3067\u6c7a\u307e\u308a\u3001**AI\u304c\u300c\u304a\u304a\u3080\u306d\u4e00\u81f4\u300d\u3068\u66f8\u304f\u3068\u3001\u305d\u306e\u5224\u65ad\u304c\u8ab0\u306e\u3082\u306e\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"application_no\": \"\",\n  \"contains_my_number\": false,\n  \"checks\": [\n    { \"item\": \"name_kanji\", \"status\": \"match | mismatch | explainable | unreadable | not_in_document\",\n      \"application_value\": \"\", \"document_value\": \"\", \"compared_with\": \"\",\n      \"basis\": \"\", \"diff\": \"\", \"confidence\": 0, \"evidence\": \"\" }\n  ],\n  \"identity_expiry\": \"\",\n  \"income_year\": \"\",\n  \"verdict\": \"ready | ask_agent | needs_human\",\n  \"agent_request_draft\": \"\"\n}\n```\n\n`checks` \u306b\u306f6\u3064\u306e\u8981\u7d20\u3092\u4e26\u3079\u307e\u3059\u3002`item` \u306f `name_kanji` \uff0f `name_kana` \uff0f `birth_date` \uff0f `address` \uff0f `employer` \uff0f `annual_income` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`status` \u3068 `verdict` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `checks` \u306fAI\u304c\u57cb\u3081\u3001`verdict` \u306f Apps Script \u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| 6\u9805\u76ee\u304c\u3059\u3079\u3066 `match` \u304b `explainable`\u3001\u6709\u52b9\u671f\u9650\u5185\u3001\u53ce\u5165\u8a3c\u660e\u304c\u76f4\u8fd1\u306e\u5e74 | `ready` |\n| `mismatch` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u6709\u52b9\u671f\u9650\u5207\u308c\u3001\u53e4\u3044\u53ce\u5165\u8a3c\u660e\u3001\u5e74\u53ce\u306e `diff` \u304c\u81ea\u793e\u306e\u5e45\u3092\u8d85\u3048\u308b | `ask_agent` |\n| `unreadable` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001\u500b\u4eba\u756a\u53f7\u3092\u691c\u51fa\u3057\u305f | `needs_human` |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6570\u5024\u306e\u7bc4\u56f2\u3092\u898f\u5247\u306e\u5074\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f `minimum` \u3084 `maximum` \u3068\u3044\u3063\u305f\u6570\u5024\u306e\u5236\u7d04\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5e74\u53ce\u306e\u5dee\u306e\u8a31\u5bb9\u5e45\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7e1b\u308c\u306a\u3044\u306e\u3067\u3001`diff` \u3092\u53d7\u3051\u53d6\u3063\u3066\u304b\u3089 Apps Script \u3067\u6bd4\u3079\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3068 `compared_with` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u305f\u304b\u304c\u4e00\u89a7\u3067\u8aad\u3081\u308b\u306e\u3067\u3001**\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u3001\u98df\u3044\u9055\u3044\u304c\u672c\u7269\u304b\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u53f0\u5e33 | Apps Script \u306e\u5b9a\u6642\u5b9f\u884c | \u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u884c\u3068\u7533\u8fbc\u66f8\u306e\u5024\u3092\u8aad\u307f\u3001\u7d50\u679c\u3068\u72b6\u614b\u3092\u66f8\u304d\u623b\u3059 |\n| Google \u30c9\u30e9\u30a4\u30d6 | Apps Script | \u7533\u8fbc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b |\n| Azure AI Document Intelligence | REST API | ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u547c\u3073\u51fa\u3057 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | 6\u9805\u76ee\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n\n**\u53f0\u5e33\u306b\u306f\u3001\u9805\u76ee\u3054\u3068\u306e\u7d50\u679c\u3092\u5217\u3067\u66f8\u304d\u623b\u3057\u307e\u3059\u3002** 6\u5217\u306b `status` \u3092\u5165\u308c\u3001`verdict` \u3092\u5148\u982d\u306e\u5217\u306b\u7f6e\u304d\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306f\u53f0\u5e33\u3092 `verdict` \u3067\u4e26\u3079\u66ff\u3048\u308b\u3060\u3051\u3067\u3001\u4eca\u65e5\u898b\u308b\u3082\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**\u53f0\u5e33\u306e\u7533\u8fbc\u66f8\u306e\u5024\u306f\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002** \u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u307b\u3046\u304c\u6b63\u3057\u305d\u3046\u306b\u898b\u3048\u3066\u3082\u3001**\u76f4\u3059\u304b\u3069\u3046\u304b\u306f\u4ef2\u4ecb\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002** \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306f\u53f0\u5e33\u306e\u884c\u306b\u30ea\u30f3\u30af\u3092\u4ed8\u3051\u3066\u7f6e\u304d\u3001\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u30e1\u30fc\u30eb\u304b\u3089\u884c\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u53f0\u5e33\u30676\u5217\u306e\u7d50\u679c\u3092\u6d41\u3057\u898b\u3066\u3001\u5be9\u67fb\u306b\u56de\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 `unreadable` \u3092\u542b\u3080\u3082\u306e\u306f\u3001\u5143\u306e\u753b\u50cf\u3092\u62e1\u5927\u3057\u3066\u81ea\u5206\u3067\u8aad\u307f\u307e\u3059\u3002\u8aad\u3081\u306a\u3051\u308c\u3070\u4ef2\u4ecb\u4f1a\u793e\u306b\u518d\u9001\u3092\u983c\u307f\u307e\u3059\n2. **`mismatch` \u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u306e\u6587\u5b57\u5217\u3092\u5143\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001**\u672c\u5f53\u306b\u66f8\u985e\u3069\u3046\u3057\u304c\u9055\u3046\u304b\u3092\u76ee\u3067\u78ba\u304b\u3081\u307e\u3059**\n3. **`explainable` \u3092\u8a8d\u3081\u308b** \u2026 \u65e7\u59d3\u306e\u66f8\u985e\u306a\u3069\u306f\u3001\u305d\u306e\u307e\u307e\u901a\u3057\u3066\u3088\u3044\u304b\u3092\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\n4. **\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u9805\u76ee\u304c\u3069\u3046\u9055\u3046\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e `status` \u304b\u3089\u3069\u308c\u306b\u5909\u3048\u305f\u304b\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** `mismatch` \u306f\u3001\u7533\u8fbc\u8005\u306b\u66f8\u985e\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u7a7a\u632f\u308a\u306e\u5dee\u3057\u623b\u3057\u306f\u3001\u4ef2\u4ecb\u4f1a\u793e\u3068\u306e\u95a2\u4fc2\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u53f0\u5e33\u3092\u898b\u308b\u3060\u3051\u3067\u77ed\u304f\u3001`ask_agent` \u3068 `needs_human` \u306e\u3082\u306e\u306f\u753b\u50cf\u3092\u898b\u3066\u4e0b\u66f8\u304d\u3092\u76f4\u3059\u306e\u3067\u9577\u304f\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u66f8\u985e\u304c1\u7a2e\u985e\u8db3\u308a\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u524d\u306b\u300c\u66f8\u985e\u4e0d\u8db3\u300d\u3068\u3057\u3066\u53f0\u5e33\u306b\u623b\u3059 |\n| 1\u3064\u306ePDF\u306b\u66f8\u985e\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3067\u5206\u3051\u3001\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_human` |\n| \u65e5\u672c\u306e\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3067 ID \u30e2\u30c7\u30eb\u306e\u9805\u76ee\u304c\u53d6\u308c\u306a\u3044 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3067\u8aad\u307f\u76f4\u3057\u3001\u9805\u76ee\u540d\u306f\u5bfe\u5fdc\u8868\u3067\u305d\u308d\u3048\u308b |\n| \u753b\u50cf\u306e\u5bf8\u6cd5\u30fb\u6587\u5b57\u306e\u5927\u304d\u3055\u304c\u4e0b\u9650\u306b\u8fd1\u3044 | \u7d50\u679c\u306b\u5370\u3092\u4ed8\u3051\u3001`unreadable` \u3092\u4eba\u304c\u898b\u308b |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u63d0\u51fa\u524d\u306b\u89e3\u9664\u304c\u5fc5\u8981\u3002**\u4ef2\u4ecb\u4f1a\u793e\u306b\u89e3\u9664\u3057\u3066\u9001\u3063\u3066\u3082\u3089\u3046** |\n| \u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306e\u88cf\u9762\u304c\u5c4a\u3044\u305f | \u8aad\u307f\u53d6\u308a\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u3078\u3002**\u7d50\u679c\u306b\u3082\u5024\u3092\u6b8b\u3055\u306a\u3044** |\n| \u6cd5\u4eba\u5951\u7d04\u3067\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u304c\u7121\u3044 | \u6700\u521d\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u500b\u4eba\u3067\u904b\u7528\u304c\u56de\u3063\u3066\u304b\u3089\u898f\u5247\u3092\u8db3\u3059 |\n| \u8aad\u307f\u53d6\u308a\u306eAPI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53f0\u5e33\u306e\u72b6\u614b\u3092\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u5b9a\u6642\u3067\u518d\u5b9f\u884c |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u304c\u3001\u4ef6\u6570\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u66f8\u985e\u306e\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u4ef2\u4ecb\u4f1a\u793e\u306b\u300c\u66f8\u985e\u3054\u3068\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u5206\u3051\u308b\u300d\u300c\u514d\u8a31\u8a3c\u306f\u88cf\u9762\u3082\u300d\u3068\u983c\u3080\u307b\u3046\u304c\u3001\u5224\u5b9a\u3092\u76f4\u3059\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u3051\u53d6\u3063\u305f\u66f8\u985e\u306e\u5143\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08FAX\uff0fPDF\uff0f\u5199\u771f\uff09\n- \u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08**\u500b\u4eba\u756a\u53f7\u3092\u542b\u3080\u30da\u30fc\u30b8\u306f\u4fdd\u5b58\u3057\u306a\u3044**\uff09\n- \u7a81\u304d\u5408\u308f\u305b\u306e\u7d50\u679c\uff08`checks`\u3001`verdict`\uff09\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u30fb\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u30fb\u898f\u5247\u306e\u7248**\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e `status` \u304b\u3089\u3069\u308c\u306b\u5909\u3048\u305f\u304b\n- \u4ef2\u4ecb\u4f1a\u793e\u3078\u78ba\u8a8d\u3092\u983c\u3093\u3060\u65e5\u6642\u3068\u3001\u518d\u63d0\u51fa\u3055\u308c\u305f\u66f8\u985e\u3068\u306e\u5bfe\u5fdc\n- **\u4ef2\u4ecb\u4f1a\u793e\u3054\u3068\u306e `unreadable` \u3068 `mismatch` \u306e\u767a\u751f\u7387**\n\n**3\u3064\u76ee\u3067\u898f\u5247\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5e74\u53ce\u306e\u8a31\u5bb9\u5e45\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5e45\u3092\u76f4\u3059\u3068\u3001**\u904e\u53bb\u306b `ready` \u3068\u3057\u305f\u7533\u8fbc\u306e\u610f\u5473\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u3053\u307e\u3067\u898b\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u53d7\u3051\u4ed8\u3051\u305f\u7533\u8fbc\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u4fdd\u8a3c\u4f1a\u793e\u304b\u3089\u5dee\u3057\u623b\u3055\u308c\u305f\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 20\u4ef6\u306e\u66f8\u985e\u306b\u3064\u3044\u3066\u3001\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u90e8\u5206\u3092\u9ed2\u5857\u308a\u3057\u305f\u30b3\u30d4\u30fc\u3092\u4f5c\u308b\n3. Document Intelligence Studio \u3067\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3092 ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u3001\u53ce\u5165\u8a3c\u660e\u3092\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306b\u304b\u3051\u3001**\u65e5\u672c\u306e\u66f8\u985e\u3067\u9805\u76ee\u304c\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b**\u3092\u898b\u308b\n4. \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u53f0\u5e33\u306e\u5024\u3092\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u300c6\u9805\u76ee\u3092\u3001\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u30fb\u7406\u7531\u306e\u3064\u304f\u9055\u3044\u30fb\u8aad\u3081\u306a\u3044\u30fb\u66f8\u985e\u306b\u7121\u3044 \u306e5\u3064\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u7533\u8fbc\u66f8\u306e\u5024\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5224\u5b9a\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u70b9\u691c\u306e\u7d50\u679c\u3068\u4fdd\u8a3c\u4f1a\u793e\u304b\u3089\u306e\u5dee\u3057\u623b\u3057\u306e\u7406\u7531\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u4fdd\u8a3c\u4f1a\u793e\u304c\u5dee\u3057\u623b\u3057\u305f\u98df\u3044\u9055\u3044\u304c `mismatch` \u3067\u51fa\u305f | **\u8aad\u307f\u53d6\u308a\u3068\u53f0\u5e33\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u65e5\u672c\u306e\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3067 ID \u30e2\u30c7\u30eb\u306e\u9805\u76ee\u304c\u53d6\u308c\u306a\u3044 | \u305d\u306e\u66f8\u985e\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u308b |\n| \u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u7533\u8fbc\u66f8\u306e\u5024\u3067\u57cb\u3081\u3066\u4e00\u81f4\u306b\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5b57\u4f53\u3084\u65e7\u59d3\u306e\u9055\u3044\u3092\u4e0d\u4e00\u81f4\u306b\u3057\u305f | \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u3068\u65e7\u59d3\u306e\u6271\u3044\u3092\u5148\u306b\u4f5c\u308b |","minimal_setup_short":"Studio \u3067\u8aad\u307f\u53d6\u308a\u3001\u7d50\u679c\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u7a81\u304d\u5408\u308f\u305b\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u7a81\u304d\u5408\u308f\u305b","semi_auto_setup":"\u4e0a\u8a18\uff0b\u8aad\u307f\u53d6\u308a\u306eAPI\u3092\u547c\u3073\u3001\u53f0\u5e33\u306e\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u7d50\u679c\u3092\u53f0\u5e33\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u7a81\u304d\u5408\u308f\u305b\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u53f0\u5e33\u306e\u72b6\u614b\u3092\u8d77\u70b9\u306b\u5b9a\u6642\u3067\u52d5\u304b\u3057\u3001\u6709\u52b9\u671f\u9650\u3068\u5bfe\u8c61\u5e74\u306e\u898f\u5247\u3001\u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u70b9\u691c\u306e\u5168\u4f53\u3068\u3001\u78ba\u8a8d\u3092\u983c\u3080\u70b9\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u9ed2\u5857\u308a\u3068\u8cbc\u308a\u4ed8\u3051\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef614\u5206\u304c7\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u7a81\u304d\u5408\u308f\u305b\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u6709\u52b9\u671f\u9650\u306e\u78ba\u8a8d\u3068\u78ba\u8a8d\u4f9d\u983c\u306e\u4f5c\u6210\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** **\u534a\u81ea\u52d5\u5316\u306e1\u304b\u6708\u3067\u3001\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3092\u56fa\u3081\u3066\u304b\u3089\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u7533\u8fbc\u66f8\u306e\u5024\u3067\u57cb\u3081\u3066 `match` \u306b\u306a\u308b | **\u88dc\u5b8c\u3092\u7981\u3058\u3001`unreadable` \u3092\u5fc5\u305a\u4eba\u306b\u56de\u3059** |\n| \u9805\u76ee\u540d\u3060\u3051\u304c\u3042\u3063\u3066\u5024\u304c\u7a7a\u306e\u6b04\u3092\u4e00\u81f4\u306b\u3059\u308b | **\u30ad\u30fc\u304c\u5358\u72ec\u3067\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002** \u5024\u306e\u6709\u7121\u3067\u5224\u5b9a\u3059\u308b |\n| \u5b57\u4f53\u306e\u9055\u3044\u3067 `mismatch` \u304c\u5927\u91cf\u306b\u51fa\u308b | \u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u3001\u6bd4\u3079\u308b\u3068\u304d\u3060\u3051\u7f6e\u304d\u63db\u3048\u308b |\n| \u5f15\u3063\u8d8a\u3057\u305f\u4eba\u306e\u4f4f\u6240\u304c\u3059\u3079\u3066\u98df\u3044\u9055\u3044\u306b\u306a\u308b | **\u514d\u8a31\u8a3c\u306f\u88cf\u9762\u3082\u53d7\u3051\u53d6\u308a\u3001\u88cf\u9762\u306e\u8a18\u8f09\u3092\u512a\u5148\u3057\u3066\u6bd4\u3079\u308b** |\n| \u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u304c\u7533\u8fbc\u3054\u3068\u306b\u63fa\u308c\u308b | \u66f8\u985e\u306e\u7a2e\u985e\u3054\u3068\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3092\u4f5c\u308a\u3001`basis` \u3092\u5fc5\u305a\u66f8\u304b\u305b\u308b |\n| \u5e74\u53ce\u306e\u5dee\u3092AI\u304c\u300c\u304a\u304a\u3080\u306d\u4e00\u81f4\u300d\u3068\u66f8\u304f | \u5dee\u984d\u3092 `diff` \u306b\u5165\u308c\u3055\u305b\u3001**\u8a31\u5bb9\u5e45\u306f\u898f\u5247\u3067\u6301\u3064** |\n| \u65e5\u672c\u306e\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3067 ID \u30e2\u30c7\u30eb\u306e\u9805\u76ee\u304c\u53d6\u308c\u306a\u3044 | **\u516c\u5f0f\u306e\u4e00\u89a7\u306b\u56fd\u540d\u3067\u306e\u660e\u8a18\u304c\u7121\u3044\u3002** \u8a66\u884c\u3067\u78ba\u304b\u3081\u3001\u53d6\u308c\u306a\u3051\u308c\u3070\u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u3078 |\n| AWS Textract \u3067\u7d44\u3082\u3046\u3068\u3057\u3066\u65e5\u672c\u8a9e\u304c\u8aad\u3081\u306a\u3044 | **\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u7121\u3044\u3002** \u9078\u5b9a\u306e\u6bb5\u968e\u3067\u78ba\u304b\u3081\u308b |\n| \u78ba\u8a8d\u4f9d\u983c\u304c\u81ea\u52d5\u3067\u9001\u3089\u308c\u308b | **\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002** \u9001\u4fe1\u306f\u4eba\u304c\u884c\u3046 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u6271\u3046\u300d\u3068\u3044\u3046\u540c\u3058\u5931\u6557\u3067\u3059\u3002**\u5024\u306e\u6709\u7121\u3068\u4fe1\u983c\u5ea6\u3067\u5224\u5b9a\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u898b\u843d\u3068\u3057\u306e\u6570\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u7533\u8fbc\u8005\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u73fe\u4f4f\u6240\u3001\u52e4\u52d9\u5148\u3001\u5e74\u53ce\u3001\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u753b\u50cf\u3002**\u500b\u4eba\u60c5\u5831\u306e\u306a\u304b\u3067\u3082\u3001\u53ce\u5165\u3068\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u753b\u50cf\u306f\u7279\u306b\u91cd\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u500b\u4eba\u756a\u53f7\u3092\u6271\u308f\u306a\u3044** \u2026 \u3053\u306e\u70b9\u691c\u306b\u500b\u4eba\u756a\u53f7\u306f\u8981\u308a\u307e\u305b\u3093\u3002\u30de\u30a4\u30ca\u30f3\u30d0\u30fc\u30ab\u30fc\u30c9\u306f\u8868\u9762\u3060\u3051\u3092\u53d7\u3051\u53d6\u308b\u904b\u7528\u306b\u3057\u3001**\u88cf\u9762\u304c\u5c4a\u3044\u305f\u3089\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u7d50\u679c\u306b\u3082\u5024\u3092\u6b8b\u3055\u306a\u3044**\u3067\u304f\u3060\u3055\u3044\n2. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f6\u9805\u76ee\u306b\u95a2\u4fc2\u3059\u308b\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u3060\u3051\u306b\u3057\u3001**\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e\u753b\u50cf\u305d\u306e\u3082\u306e\u306f\u6e21\u3055\u306a\u3044**\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059\n3. **\u5be9\u67fb\u306e\u5224\u65ad\u3092\u3055\u305b\u306a\u3044** \u2026 \u5165\u5c45\u306e\u53ef\u5426\u3001\u4fdd\u8a3c\u306e\u53ef\u5426\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u6271\u3044\u307e\u305b\u3093\u3002**AI\u306b\u53ef\u5426\u3092\u66f8\u304b\u305b\u308b\u3068\u3001\u305d\u306e\u5224\u65ad\u306e\u8cac\u4efb\u306e\u6240\u5728\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059**\n4. **\u56fd\u7c4d\u30fb\u5728\u7559\u8cc7\u683c\u30fb\u5e74\u9f62\u3067\u533a\u5225\u3057\u306a\u3044** \u2026 \u5728\u7559\u30ab\u30fc\u30c9\u306f\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u306e1\u3064\u3068\u3057\u3066\u8aad\u3080\u3060\u3051\u3067\u3059\u3002**\u70b9\u691c\u306e\u7d50\u679c\u306b\u56fd\u7c4d\u3084\u5728\u7559\u8cc7\u683c\u306e\u8a55\u4fa1\u3092\u6301\u3061\u8fbc\u307e\u306a\u3044**\u3067\u304f\u3060\u3055\u3044\n5. **\u78ba\u8a8d\u4f9d\u983c\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002\u4ef2\u4ecb\u4f1a\u793e\u306e\u5148\u306b\u306f\u7533\u8fbc\u8005\u304c\u3044\u307e\u3059\n6. **\u5165\u5c45\u306b\u81f3\u3089\u306a\u304b\u3063\u305f\u7533\u8fbc\u306e\u66f8\u985e\u3092\u6b8b\u3057\u3059\u304e\u306a\u3044** \u2026 \u4fdd\u5b58\u306e\u671f\u9593\u3092\u5148\u306b\u6c7a\u3081\u3001\u671f\u9650\u304c\u6765\u305f\u3089\u30d5\u30a9\u30eb\u30c0\u3054\u3068\u6d88\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3057\u3066\u5be9\u67fb\u306b\u56de\u3059\u3053\u3068\u3068\u3001\u98df\u3044\u9055\u3044\u3067\u306a\u3044\u3082\u306e\u3092\u5dee\u3057\u623b\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `unreadable` \u3092 `match` \u306b\u6df7\u305c\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f `explainable` \u3092 `mismatch` \u306b\u6df7\u305c\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u533a\u5225\u306e\u7f6e\u304d\u65b9\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u30fb\u8cc3\u8cb8\u4ef2\u4ecb\u4f1a\u793e\u306e\u3046\u3061\u3001\u5165\u5c45\u7533\u8fbc\u3092\u6708\u306b\u767e\u4ef6\u5358\u4f4d\u3067\u53d7\u3051\u4ed8\u3051\u3001\u7533\u8fbc\u66f8\u3068\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u30fb\u53ce\u5165\u8a3c\u660e\u3092\u62c5\u5f53\u8005\u304c\u4e26\u3079\u3066\u76ee\u3067\u7a81\u304d\u5408\u308f\u305b\u3066\u3044\u308b\u5834\u5408\u3002\u5bb6\u8cc3\u4fdd\u8a3c\u4f1a\u793e\u3084\u8cb8\u4e3b\u304b\u3089\u300c\u751f\u5e74\u6708\u65e5\u304c\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3068\u9055\u3046\u300d\u300c\u53ce\u5165\u8a3c\u660e\u304c\u53e4\u3044\u300d\u3068\u3044\u3063\u305f\u7406\u7531\u3067\u5dee\u3057\u623b\u3057\u304c\u7e70\u308a\u8fd4\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u7a81\u304d\u5408\u308f\u305b\u306e\u57fa\u6e96\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3046\u5834\u5408\u3002","not_recommended_for":"\u7533\u8fbc\u3092\u3059\u3079\u3066\u81ea\u793e\u306eWeb\u7533\u8fbc\u306e\u753b\u9762\u3067\u53d7\u3051\u4ed8\u3051\u3001\u672c\u4eba\u78ba\u8a8d\u3068\u53ce\u5165\u8a3c\u660e\u306e\u78ba\u8a8d\u3082\u305d\u306e\u4ed5\u7d44\u307f\u306e\u4e2d\u3067\u6e08\u3093\u3067\u3044\u308b\u5834\u5408\u3002\u6708\u306e\u7533\u8fbc\u304c\u6570\u5341\u4ef6\u3067\u3001\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5165\u5c45\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5be9\u67fb\u305d\u306e\u3082\u306e\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u98df\u3044\u9055\u3044\u3092\u6d17\u3044\u51fa\u3059\u307e\u3067\u3067\u3001\u5be9\u67fb\u306e\u5224\u65ad\u306f\u4ee3\u66ff\u3057\u307e\u305b\u3093\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u904e\u53bb\u306e\u5dee\u3057\u623b\u3057\u3092\u6570\u3048\u308b**\n\n\u5148\u6708\u3068\u5148\u3005\u6708\u306b\u4fdd\u8a3c\u4f1a\u793e\u3084\u8cb8\u4e3b\u304b\u3089\u623b\u3063\u3066\u304d\u305f\u7533\u8fbc\u3092\u96c6\u3081\u3001**\u3069\u306e\u9805\u76ee\u306e\u98df\u3044\u9055\u3044\u3060\u3063\u305f\u304b**\u3092\u6570\u3048\u307e\u3059\u3002\u751f\u5e74\u6708\u65e5\u306a\u306e\u304b\u3001\u4f4f\u6240\u306a\u306e\u304b\u3001\u5e74\u53ce\u306a\u306e\u304b\u3002**\u591a\u3044\u9805\u76ee\u304b\u3089\u3001\u7a81\u304d\u5408\u308f\u305b\u306e\u898f\u5247\u3092\u4f5c\u308a\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u9ed2\u5857\u308a\u3057\u305f20\u4ef6\u306e\u66f8\u985e\u3092 Studio \u306b\u304b\u3051\u3001**\u65e5\u672c\u306e\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u3067 ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\u306e\u9805\u76ee\u304c\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u751f\u6210AI\u306b6\u9805\u76ee\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u3055\u305b\u3001**\u8aad\u3081\u306a\u3044\u6587\u5b57\u3092\u57cb\u3081\u3066\u3044\u306a\u3044\u304b**\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a2\u3064\u306e\u8868\u3068\u8a31\u5bb9\u5e45\u3092\u6c7a\u3081\u308b**\n\n\u5b57\u4f53\u306e\u5bfe\u5fdc\u8868\u3068\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3054\u3068\u306e\u5e74\u53ce\u306e\u6bd4\u3079\u65b9\u306e\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001**\u5e74\u53ce\u306e\u5dee\u3092\u3069\u3053\u307e\u3067\u8a31\u3059\u304b\u3092\u3001\u4fdd\u8a3c\u4f1a\u793e\u306e\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002** \u500b\u4eba\u60c5\u5831\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3059\u3053\u3068\u306b\u3064\u3044\u3066\u306e\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u3082\u3001\u3053\u3053\u3067\u6e08\u307e\u305b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53f0\u5e33\u304b\u3089\u7a81\u304d\u5408\u308f\u305b\u307e\u3067\u3092\u3064\u306a\u3050**\n\nApps Script \u3067\u53f0\u5e33\u306e\u300c\u66f8\u985e\u305d\u308d\u3044\u300d\u3092\u62fe\u3044\u3001\u8aad\u307f\u53d6\u308a\u3092\u547c\u3073\u30016\u9805\u76ee\u306e\u7d50\u679c\u3092\u53f0\u5e33\u306b\u66f8\u304d\u623b\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f `verdict` \u3092\u51fa\u3055\u305a\u3001`checks` \u306e6\u5217\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6709\u52b9\u671f\u9650\u3068\u5bfe\u8c61\u5e74\u306e\u898f\u5247\u3001`verdict` \u306e\u6c7a\u3081\u65b9\u3092\u8db3\u3057\u3001`ask_agent` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u78ba\u8a8d\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef614\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u4ef2\u4ecb\u4f1a\u793e\u3054\u3068\u306e `unreadable` 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\u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| ID \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30e2\u30c7\u30eb\uff08`prebuilt-idDocument`\uff09\u304c v4.0\uff082024-11-30 GA\uff09\u3067\u4e16\u754c\u4e2d\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306e ID 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