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\u3069\u3061\u3089\u306e\u57fa\u6e96\u3067\u898b\u308b\u304b\u306f\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002","data_source":"**Enterprise Document OCR \u306b\u306f\u3001\u6b21\u306e2\u3064\u3092\u6307\u5b9a\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a | \u8a2d\u5b9a | \u7406\u7531 |\n|:--|:--|:--|\n| `enableImageQualityScores` | `true` | \u30da\u30fc\u30b8\u3054\u3068\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u3092\u53d7\u3051\u53d6\u308b |\n| `hints.languageHints` | `[\"ja\"]` | \u63a8\u5b9a\u3055\u305b\u305a\u3001\u65e5\u672c\u8a9e\u3068\u3057\u3066\u8aad\u307e\u305b\u308b |\n\n**Form Parser \u304b\u3089\u306f\u3001\u6b21\u306e3\u3064\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u5834\u6240 | \u4f7f\u3044\u65b9 |\n|:--|:--|:--|\n| \u6b04\u306e\u540d\u524d\u3068\u5024 | `pages[].formFields` \u306e `fieldName` \u3068 `fieldValue`\u3001`confidence` | 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**\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u30da\u30fc\u30b8\u3092\u5206\u3051\u308b** \u2026 `qualityScore` \u304c0.5\u3092\u4e0b\u56de\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3068\u3068\u3082\u306b\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3057\u3001\u5f8c\u6bb5\u306b\u9001\u308a\u307e\u305b\u3093\n5. **\u5065\u8a3a\u306e\u7d50\u679c\u306e\u6b04\u3092\u8986\u3046** \u2026 \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3068\u5206\u304b\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u6c0f\u540d\u30fb\u53d7\u8a3a\u65e5\u30fb\u5b9f\u65bd\u6a5f\u95a2\u306e\u6b04\u306e\u4f4d\u7f6e\u3060\u3051\u3092\u6b8b\u3057\u3001**\u307b\u304b\u306e\u9818\u57df\u3092\u5857\u308a\u3064\u3076\u3057\u305f\u753b\u50cf\u3092\u4f5c\u308a\u76f4\u3057\u3066\u304b\u3089 Form Parser \u306b\u9001\u308a\u307e\u3059**\n6. **\u540c\u3058\u5199\u3057\u306e\u91cd\u8907\u3092\u843d\u3068\u3059** \u2026 \u524d\u56de\u306e\u5165\u5834\u3067\u51fa\u3055\u308c\u305f\u5199\u3057\u304c\u3001\u307e\u305f\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u753b\u50cf\u306e\u8fd1\u3055\u3067\u91cd\u8907\u3092\u898b\u3064\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001OCR\u306e\u6587\u5b57\u306e\u4f4d\u7f6e\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u53d7\u8a3a\u65e5\u300d\u300c\u6c0f\u540d\u300d\u306e\u8a9e\u304c\u898b\u3064\u304b\u3063\u305f\u884c\u306e\u5468\u308a\u3060\u3051\u3092\u6b8b\u3057\u3001**\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u30da\u30fc\u30b8\u306f `needs_human` \u306b\u56de\u3057\u307e\u3059\u3002** \u7d50\u679c\u306e\u6b04\u304c\u751f\u6210AI\u306b\u6e21\u308b\u7d4c\u8def\u3092\u6b8b\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**4\u756a\u76ee\u3067\u9001\u3089\u306a\u3044\u306e\u306f\u3001\u8aad\u3081\u306a\u3044\u30da\u30fc\u30b8\u306e\u5024\u3092\u4f7f\u308f\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u53cd\u5c04\u3067\u300c\u6280\u80fd\u8b1b\u7fd2\u300d\u306e\u6587\u5b57\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u4fee\u4e86\u8a3c\u3092**\u7279\u5225\u6559\u80b2\u306e\u4fee\u4e86\u8a3c\u3068\u6271\u3046\u3068\u3001\u4e0d\u8981\u306a\u5dee\u3057\u623b\u3057\u306b\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u540d\u7c3f\uff0f\u4fee\u4e86\u8a3c\u30fb\u514d\u8a31\u8a3c\uff0f\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\uff0f\u305d\u308c\u4ee5\u5916 | `other`\u3002\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044 |\n| \u540d\u7c3f\u306e\u884c | \u4f5c\u696d\u54e1\u3054\u3068\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u8cc7\u683c | \u884c\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5199\u3057\u306e\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6587\u5b57\u5217 | `missing` |\n| \u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e | \u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u540d\u79f0\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing`\u3002\u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\u4e26\u3079\u308b |\n| \u4ea4\u4ed8\u65e5\u3068\u6709\u52b9\u671f\u9650 | \u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u65e5\u4ed8\u3002\u671f\u9650\u306e\u6b04\u304c\u7121\u3044\u8a3c\u306f\u7a7a | \u671f\u9650\u306e\u6b04\u304c\u3042\u3063\u3066\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5065\u8a3a\u306e\u53d7\u8a3a\u65e5 | \u53d7\u8a3a\u65e5\u30fb\u5b9f\u65bd\u65e5\u306e\u6b04\u306e\u65e5\u4ed8 | `missing`\u3002\u65e5\u4ed8\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n\n**\u8868\u306e\u53f3\u7aef\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `missing` \u306f\u8aad\u3081\u305f\u3046\u3048\u3067\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3001`unreadable` \u306f\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u3042\u3063\u305f\u304b\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u5199\u3057\u306e\u51fa\u3057\u76f4\u3057\u3001\u5f8c\u8005\u306f\u64ae\u308a\u76f4\u3057\u306b\u56de\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u305d\u306e\u4f5c\u696d\u306b\u8981\u308b\u8cc7\u683c\u306e\u5224\u65ad | \u81ea\u793e\u306e\u8868\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5f15\u304f\u3002\u63a8\u6e2c\u3055\u305b\u308b\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8cc7\u683c\u304c\u8fd4\u308b |\n| \u8b1b\u7fd2\u540d\u306e\u8a00\u3044\u63db\u3048 | \u300c\u8eca\u4e21\u7cfb\u5efa\u8a2d\u6a5f\u68b0\u904b\u8ee2\u6280\u80fd\u8b1b\u7fd2\u300d\u3092\u77ed\u3044\u540d\u524d\u3084\u5225\u306e\u8b1b\u7fd2\u306b\u76f4\u3055\u306a\u3044 |\n| \u6a5f\u68b0\u306e\u5927\u304d\u3055\u306e\u63a8\u5b9a | \u300c0.45\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u304b\u3089\u6a5f\u4f53\u91cd\u91cf\u3092\u63a8\u6e2c\u3057\u306a\u3044 |\n| \u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u5dee\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8a08\u7b97\u3059\u308b |\n| \u5199\u3057\u304c\u672c\u4eba\u306e\u3082\u306e\u304b\u306e\u7d50\u8ad6 | \u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u3092\u4e26\u3079\u308b\u307e\u3067\u3002\u7d50\u8ad6\u306f\u4eba |\n| \u5c31\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u73fe\u5834\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u306f\u3001\u8868\u306e3\u884c\u76ee\u3067\u3059\u3002** \u540d\u7c3f\u306b\u300c\u30d0\u30c3\u30af\u30db\u30a6 0.45\u300d\u3068\u3042\u308b\u3068\u3001\u751f\u6210AI\u306f\u5bb9\u91cf\u304b\u3089\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3092\u63a8\u6e2c\u3057\u3001\u300c\u6280\u80fd\u8b1b\u7fd2\u304c\u5fc5\u8981\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u5927\u304d\u3055\u306f\u5354\u529b\u4f1a\u793e\u304b\u73fe\u5834\u306e\u6a5f\u68b0\u306e\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b\u60c5\u5831\u3067\u3001**\u540d\u7c3f\u304b\u3089\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u4eba\u306b\u6e21\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5efa\u8a2d\u4f1a\u793e\u306e\u5b89\u5168\u66f8\u985e\u306e\u53d7\u4ed8\u3067\u3001\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u6dfb\u4ed8\u306e\u5199\u3057\u3092\u8aad\u3080\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u5224\u65ad\u3084\u8a08\u7b97\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u985e\u306e\u7a2e\u985e\u3011\n- roster       : \u4f5c\u696d\u54e1\u540d\u7c3f\n- certificate  : \u6280\u80fd\u8b1b\u7fd2\u4fee\u4e86\u8a3c\u3001\u7279\u5225\u6559\u80b2\u306e\u4fee\u4e86\u8a3c\u3001\u514d\u8a31\u8a3c\u306a\u3069\u306e\u8cc7\u683c\u306e\u8a3c\n- health_check : \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\uff08\u7d50\u679c\u306e\u6b04\u306f\u8986\u3044\u96a0\u3055\u308c\u3066\u3044\u307e\u3059\uff09\n- other        : \u305d\u308c\u4ee5\u5916\nother \u306e\u66f8\u985e\u304b\u3089\u306f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nroster \u2026\u2026\u2026 \u4f5c\u696d\u54e1\u3054\u3068\u306b\u3001\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u8cc7\u683c\ncertificate \u2026 \u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e\u3001\u4ea4\u4ed8\u65e5\u3001\u6709\u52b9\u671f\u9650\nhealth_check  \u6c0f\u540d\u3001\u53d7\u8a3a\u65e5\u3001\u5b9f\u65bd\u6a5f\u95a2\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ......... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u308b\n- missing .... \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u4e2d\u306b\u3001\u305d\u306e\u9805\u76ee\u304c\u7121\u3044\n- unreadable . \u305d\u306e\u9805\u76ee\u304c\u3042\u308b\u306f\u305a\u306e\u30da\u30fc\u30b8\u304c\u300c\u54c1\u8cea\u4e0d\u8db3\u300d\u3068\u5370\u306e\u4ed8\u3044\u305f\u30da\u30fc\u30b8\u3001\n               \u307e\u305f\u306f\u6587\u5b57\u306f\u3042\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .. \u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u30011\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e\u306f\u3001\u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u540d\u79f0\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u77ed\u3044\u540d\u524d\u3084\u3001\u5225\u306e\u8b1b\u7fd2\u306e\u540d\u524d\u306b\u8a00\u3044\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f5c\u696d\u306e\u5185\u5bb9\u306f\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6a5f\u68b0\u306e\u5927\u304d\u3055\u3084\u80fd\u529b\u3092\u3001\u578b\u5f0f\u3084\u5bb9\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u305d\u306e\u4f5c\u696d\u306b\u3069\u306e\u8cc7\u683c\u304c\u5fc5\u8981\u304b\u3001\u8cc7\u683c\u304c\u8db3\u308a\u3066\u3044\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6709\u52b9\u671f\u9650\u306e\u6b04\u304c\u7121\u3044\u8a3c\u306f\u3001\u6709\u52b9\u671f\u9650\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u304c\u7121\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u897f\u66a6\uff08YYYY-MM-DD\uff09\u306b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5143\u306e\u8868\u8a18\u306f evidence \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306b\u3064\u3044\u3066\u3001\u8986\u3044\u96a0\u3055\u308c\u3066\u3044\u306a\u3044\u90e8\u5206\u306b\u7d50\u679c\u306e\u6570\u5024\u3084\u6240\u898b\u304c\n  \u898b\u3048\u3066\u3082\u3001\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u306f\u5370\uff09\u3011{pages}\n\u3010\u3053\u306e\u675f\u306e\u5de5\u4e8b\u540d\u3068\u5354\u529b\u4f1a\u793e\u540d\u3011{batch_info}\n```\n\n**\u300c\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3092\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3092\u5165\u308c\u306a\u3044\u3068\u3001\u8cc7\u683c\u306e\u5224\u65ad\u307e\u3067\u9032\u307f\u307e\u3059\u3002** \u7d50\u8ad6\u304c\u305f\u307e\u305f\u307e\u6b63\u3057\u304f\u3066\u3082\u3001**\u6839\u62e0\u304c\u540d\u7c3f\u306b\u7121\u3044\u4ee5\u4e0a\u3001\u70b9\u691c\u3068\u3057\u3066\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u300c\u671f\u9650\u304c\u7121\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u306f\u66f8\u304b\u306a\u3044\u300d\u3082\u3001\u7a7a\u306e\u6b04\u306e\u610f\u5473\u3092\u300c\u671f\u9650\u306e\u6b04\u304c\u7121\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e1\u3064\u306b\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002","output_data":"**Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8981\u6c42\u306e `response_format` \u306b\u3001`mime_type` \u3092 `application\/json`\u3001`schema` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"batch_id\": \"\",\n  \"documents\": [\n    {\n      \"page_refs\": [3],\n      \"doc_type\": \"roster | certificate | health_check | other\",\n      \"workers\": [\n        { \"name\": \"\", \"birth_date\": \"\", \"work\": \"\", \"listed_qualifications\": [],\n          \"status\": \"ok | missing | unreadable | ambiguous\", \"evidence\": \"\" }\n      ],\n      \"fields\": [\n        { \"item\": \"holder_name\", \"status\": \"ok | missing | unreadable | ambiguous\",\n          \"value\": \"\", \"evidence\": \"\" }\n      ]\n    }\n  ]\n}\n```\n\n`workers` \u306f\u540d\u7c3f\u306e\u30da\u30fc\u30b8\u3060\u3051\u3067\u4f7f\u3044\u307e\u3059\u3002`fields` \u306e `item` \u306f `holder_name` \uff0f `holder_birth_date` \uff0f `qualification_name` \uff0f `issue_date` \uff0f `expiry_date` \uff0f `exam_date` \uff0f `exam_facility` \u3067\u3059\u3002\n\n**\u30b9\u30ad\u30fc\u30de\u3067\u306f `doc_type` \u3068 `status` \u3092 `enum` \u3067\u56fa\u5b9a\u3057\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306b\u306f `format` \u306e `date` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u304c\u8fd4\u3063\u3066\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u78ba\u304b\u3081\u308b\u3088\u3046\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u65e5\u4ed8\u304c\u5b9f\u5728\u3059\u308b\u304b\u3001`page_refs` \u304c\u675f\u306e\u4e2d\u306e\u30da\u30fc\u30b8\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u53d7\u3051\u53d6\u3063\u305f\u3042\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u4f5c\u696d\u54e1\u3054\u3068\u306e\u5224\u5b9a\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"worker_key\": \"\",\n  \"required\": [ { \"rule_id\": \"\", \"qualification\": \"\", \"matched_doc\": 0 } ],\n  \"exam\": { \"date\": \"\", \"basis\": \"annual | six_months\", \"within\": true },\n  \"identity\": \"matched | name_only | mismatch\",\n  \"retake_pages\": [ { \"page\": 0, \"defects\": [] } ],\n  \"missing_docs\": [],\n  \"verdict\": \"ok | needs_docs | needs_retake | needs_human\"\n}\n```\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `needs_retake` | \u305d\u306e\u4f5c\u696d\u54e1\u306e\u5199\u3057\u304c\u3042\u308b\u306f\u305a\u306e\u30da\u30fc\u30b8\u304c `retake_pages` \u306b\u5165\u3063\u3066\u3044\u308b |\n| `needs_docs` | \u5fc5\u8981\u306a\u8cc7\u683c\u306b\u5bfe\u5fdc\u3059\u308b\u5199\u3057\u304c\u7121\u3044\u3001\u53d7\u8a3a\u65e5\u304c\u57fa\u6e96\u306e\u671f\u9593\u3092\u5916\u308c\u308b\u3001\u5065\u8a3a\u306e\u5199\u3057\u304c\u7121\u3044 |\n| `needs_human` | \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306e\u3069\u306e\u533a\u5206\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3001\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3067\u8cc7\u683c\u304c\u5206\u304b\u308c\u308b\u306e\u306b\u5927\u304d\u3055\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001`identity` \u304c `mismatch`\u3001`ambiguous` \u304c\u3042\u308b |\n| `ok` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`status` \u3068 `verdict` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u53d6\u308a\u51fa\u3057\u306f\u751f\u6210AI\u3001\u5224\u5b9a\u306f\u81ea\u793e\u306e\u8868\u3068\u898f\u5247\u3067\u3059\u3002**\u8868\u306e\u5883\u76ee\u3084\u53d7\u8a3a\u65e5\u306e\u57fa\u6e96\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u8868\u3060\u3051\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u63d0\u51fa\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u3068\u53d6\u5f97 | \u65b0\u3057\u304f\u5c4a\u3044\u305f\u540d\u7c3f\u3068\u5199\u3057\u3092\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u53d7\u3051\u53d6\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\u306e\u51e6\u7406\uff09 | Enterprise Document OCR\u3001Form Parser \u306e\u9806\u306b\u9001\u308b |\n| Gemini API | API\u547c\u3073\u51fa\u3057 | \u66f8\u985e\u306e\u7a2e\u985e\u3068\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u3001\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d |\n| \u65b0\u898f\u5165\u5834\u8005\u306e\u53d7\u4ed8\u7c3f | \u8aad\u307f\u53d6\u308a\u3068\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u306e\u66f8\u304d\u51fa\u3057 | \u5165\u5834\u4e88\u5b9a\u65e5\u3092\u8aad\u307f\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306e\u5224\u5b9a\u3092\u5225\u306e\u4e00\u89a7\u306b\u66f8\u304f |\n| \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61 | \u65e2\u5b58\u306e\u30e1\u30fc\u30eb | \u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u9001\u308b |\n\n**\u53d7\u4ed8\u7c3f\u306e\u767b\u9332\u306e\u6b04\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6a5f\u68b0\u306e\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u300c\u5165\u5834\u53ef\u300d\u306b\u898b\u3048\u308b\u72b6\u614b\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u306f\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b1\u901a\u306b\u307e\u3068\u3081\u307e\u3059\u3002** \u4f5c\u696d\u54e1\u306e\u6c0f\u540d\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u3001\u64ae\u308a\u76f4\u3057\u304c\u8981\u308b\u30da\u30fc\u30b8\u3068\u4e0d\u5177\u5408\u306e\u7a2e\u985e\uff08\u300c\u53cd\u5c04\u3067\u8b1b\u7fd2\u306e\u7a2e\u985e\u304c\u8aad\u3081\u307e\u305b\u3093\u300d\uff09\u3092\u4e26\u3079\u3001**\u4f55\u3092\u51fa\u3057\u76f4\u305b\u3070\u3088\u3044\u304b\u304c1\u901a\u3067\u5206\u304b\u308b\u5f62\u306b\u3057\u307e\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u306f\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3092 `verdict` \u306e\u9806\u306b\u8aad\u307f\u307e\u3059\u3002**\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306b\u7121\u3044\u3082\u306e\u3001\u6a5f\u68b0\u306e\u5927\u304d\u3055\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3002**\u5354\u529b\u4f1a\u793e\u304b\u73fe\u5834\u306e\u6a5f\u68b0\u306e\u4e00\u89a7\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **`needs_docs` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u5199\u3057\u304c\u672c\u5f53\u306b\u675f\u306e\u4e2d\u306b\u7121\u3044\u304b\u3092\u3001\u675f\u306e\u30da\u30fc\u30b8\u306e\u4e00\u89a7\u3067\u898b\u307e\u3059\n3. **\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n4. **`ok` \u306e\u4f5c\u696d\u54e1\u3092\u53d7\u4ed8\u7c3f\u306b\u767b\u9332\u3059\u308b** \u2026 \u4e00\u89a7\u3067\u6c0f\u540d\u3068\u4f5c\u696d\u3092\u6d41\u3057\u898b\u3066\u767b\u9332\u3057\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u4f5c\u696d\u54e1\u306e\u3001\u3069\u306e\u5224\u5b9a\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5199\u3057\u304c\u5225\u306e\u5354\u529b\u4f1a\u793e\u306e\u675f\u306b\u7d1b\u308c\u8fbc\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u4e0d\u8db3\u3068\u3057\u3066\u5dee\u3057\u623b\u3059\u3068\u3001\u5354\u529b\u4f1a\u793e\u306f\u51fa\u3057\u305f\u306f\u305a\u306e\u5199\u3057\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4e00\u65b9\u3067 `ok` \u306e\u5199\u3057\u306f\u958b\u304d\u307e\u305b\u3093\u3002**\u5168\u54e1\u5206\u3092\u958b\u304d\u76f4\u3059\u3068\u3001\u7b2c10\u7ae0\u306e2\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| HEIC \u306a\u3069\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u5f62\u5f0f | JPEG \u306b\u5909\u3048\u3066\u6295\u5165\u3002\u5909\u3048\u3089\u308c\u306a\u3044\u3082\u306e\u306f\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c |\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308b | \u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3068\u3068\u3082\u306b `retake_pages` \u3078\u3002\u5f8c\u6bb5\u306b\u9001\u3089\u306a\u3044 |\n| 1\u56de\u306e\u9001\u4fe1\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | 15\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u3066\u9001\u308b |\n| \u540d\u7c3f\u306e\u8868\u304c\u53d6\u308c\u306a\u3044 | \u898b\u51fa\u3057\u304c\u7d50\u5408\u3055\u308c\u305f\u8868\u3002OCR\u306e\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3059 |\n| \u5065\u8a3a\u306e\u5199\u3057\u3067\u53d7\u8a3a\u65e5\u306e\u6b04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u8986\u3044\u96a0\u3057\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u751f\u6210AI\u306b\u6e21\u3055\u305a `needs_human` |\n| \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306b\u7121\u3044 | `needs_human`\u3002**\u8868\u306b\u547c\u3073\u65b9\u3092\u8db3\u3059\u304b\u306f\u5b89\u5168\u7ba1\u7406\u306e\u90e8\u7f72\u304c\u6c7a\u3081\u308b** |\n| \u540d\u7c3f\u3068\u5199\u3057\u3067\u6c0f\u540d\u306e\u5b57\u304c\u9055\u3046 | \u65e7\u5b57\u4f53\u3084\u5a5a\u59fb\u306b\u3088\u308b\u5909\u66f4\u304c\u3042\u308b\u3002`name_only` \u307e\u305f\u306f `mismatch` \u3067\u4eba\u3078 |\n| Document AI \u3084 Gemini API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u51e6\u7406\u6e08\u307f\u306e\u5370\u3092\u4ed8\u3051\u305a\u3001\u6b21\u306e\u56de\u306b\u3084\u308a\u76f4\u3059 |\n\n**\u4ef6\u6570\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u3001\u4e0a\u306e2\u884c\u76ee\u30686\u884c\u76ee\u3067\u3059\u3002** \u5199\u771f\u306e\u53cd\u5c04\u3068\u3001\u8868\u306b\u7121\u3044\u4f5c\u696d\u306e\u66f8\u304d\u65b9\u3067\u3001**\u3069\u3061\u3089\u3082AI\u3067\u306f\u306a\u304f\u64ae\u308a\u65b9\u3068\u8868\u306e\u6574\u5099\u306e\u554f\u984c\u3067\u3059\u3002**","log_storage":"- \u5354\u529b\u4f1a\u793e\u306e\u675f\u3054\u3068\u306e\u3001\u540d\u7c3f\u3068\u5199\u3057\u306e\u539f\u672c\u3068\u3001\u5909\u63db\u5f8c\u30fb\u8986\u3044\u96a0\u3057\u305f\u5f8c\u306e\u753b\u50cf\n- Document AI \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u8868\uff09\n- \u751f\u6210AI\u306b\u6e21\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u8fd4\u3063\u305fJSON\n- 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\u6700\u5f8c\u306e\u4ef6\u6570\u306f\u3001\u64ae\u308a\u65b9\u306e\u6848\u5185\u3092\u5354\u529b\u4f1a\u793e\u306b\u9001\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\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":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u3001\u8cc7\u683c\u8005\u8a3c\u30fb\u4fee\u4e86\u8a3c\u30fb\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u4f5c\u696d\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u5199\u3057\u304c\u3042\u308b\u304b\u3001\u53d7\u8a3a\u65e5\u304c\u53e4\u3059\u304e\u306a\u3044\u304b\u3092\u4f5c\u696d\u54e11\u4eba\u305a\u3064\u70b9\u691c\u3057\u3001\u8db3\u308a\u306a\u3044\u3082\u306e\u3092\u5dee\u3057\u623b\u3057\u306e\u9023\u7d61\u306b\u307e\u3068\u3081\u307e\u3059\u3002","before_flow":"1. 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\u300c\u8cc7\u683c\u306e\u5199\u3057\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u4f1d\u3048\u308b\u3068\u3001**\u3069\u306e\u4f5c\u696d\u54e1\u306e\u3001\u3069\u306e\u8cc7\u683c\u304b\u304c\u5206\u304b\u3089\u305a\u3001\u540c\u3058\u3084\u308a\u53d6\u308a\u30922\u5f80\u5fa9\u3057\u307e\u3059\u3002**","before_flow_steps":["\u5354\u529b\u4f1a\u793e\u304c\u3001\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u8cc7\u683c\u8005\u8a3c\u30fb\u4fee\u4e86\u8a3c\u30fb\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3092\u73fe\u5834\u306e\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3002\u7d19\u3084\u30d5\u30a1\u30c3\u30af\u30b9\u306e\u3082\u306e\u306f\u73fe\u5834\u306e\u4e8b\u52d9\u304c\u30b9\u30ad\u30e3\u30f3\u3059\u308b","\u62c5\u5f53\u8005\u304c\u540d\u7c3f\u3092\u958b\u304d\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306b\u300c\u4f5c\u696d\u306e\u5185\u5bb9\u300d\u3068\u300c\u4fdd\u6709\u3059\u308b\u8cc7\u683c\u300d\u306e\u6b04\u3092\u8aad\u3080","\u6dfb\u4ed8\u306ePDF\u3084\u5199\u771f\u306e\u4e2d\u304b\u3089\u3001\u305d\u306e\u4f5c\u696d\u54e1\u306e\u4fee\u4e86\u8a3c\u3068\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3092\u63a2\u3059","\u5199\u3057\u306e\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u3068\u540d\u7c3f\u306e\u8a18\u8f09\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3001\u8b1b\u7fd2\u306e\u7a2e\u985e\u304c\u4f5c\u696d\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u6bd4\u3079\u308b","\u5065\u5eb7\u8a3a\u65ad\u306e\u53d7\u8a3a\u65e5\u3092\u8aad\u307f\u3001\u53d7\u3051\u4ed8\u3051\u308b\u671f\u9593\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b","\u8db3\u308a\u306a\u3044\u3082\u306e\u3092\u4ed8\u7b8b\u304b\u53d7\u4ed8\u7c3f\u306b\u30e1\u30e2\u3057\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u5dee\u3057\u623b\u3059","\u305d\u308d\u3063\u305f\u4f5c\u696d\u54e1\u3092\u65b0\u898f\u5165\u5834\u8005\u306e\u53d7\u4ed8\u7c3f\u306b\u767b\u9332\u3057\u3001\u5165\u5834\u65e5\u306e\u65b0\u898f\u5165\u5834\u8005\u6559\u80b2\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u5354\u529b\u4f1a\u793e\u304c\u540d\u7c3f\u3068\u5199\u3057\u3092\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3002\u7d19\u3068\u30d5\u30a1\u30c3\u30af\u30b9\u306f\u73fe\u5834\u306e\u4e8b\u52d9\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** 30\u5206\u304a\u304d\u306b\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u304f\u5c4a\u3044\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u5de5\u4e8b\u30fb\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u675f\u306d\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u753b\u50cf\u306e\u54c1\u8cea\u3092\u8fd4\u3059\u3002\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u30da\u30fc\u30b8\u306f\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306f\u3001\u6c0f\u540d\u3068\u53d7\u8a3a\u65e5\u306e\u6b04\u3092\u9664\u3044\u3066\u7d50\u679c\u306e\u6b04\u3092\u8986\u3044\u96a0\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u540d\u7c3f\u306e\u4f5c\u696d\u54e1\u3054\u3068\u306e\u884c\u3068\u3001\u5199\u3057\u306e\u7a2e\u985e\u30fb\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u8b1b\u7fd2\u306e\u7a2e\u985e\u30fb\u53d7\u8a3a\u65e5\u3092\u53d6\u308a\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u81ea\u793e\u306e\u300c\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u300d\u3092\u5f15\u304d\u3001\u5199\u3057\u3068\u306e\u5bfe\u5fdc\u3068\u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u3092\u78ba\u304b\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u54e1\u3054\u3068\u306b `ok` \uff0f `needs_docs` \uff0f `needs_retake` \uff0f `needs_human` \u3092\u4ed8\u3051\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u3001\u5dee\u3057\u623b\u3059\u4f5c\u696d\u54e1\u3068\u8db3\u308a\u306a\u3044\u66f8\u985e\u3092\u4e26\u3079\u305f\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_human` \u3068\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3001\u5354\u529b\u4f1a\u793e\u3078\u9001\u308b\n10. **\u3010\u4eba\u3011** `ok` \u306e\u4f5c\u696d\u54e1\u3092\u53d7\u4ed8\u7c3f\u306b\u767b\u9332\u3057\u3001\u5165\u5834\u65e5\u306e\u65b0\u898f\u5165\u5834\u8005\u6559\u80b2\u3067\u672c\u4eba\u3068\u8cc7\u683c\u8005\u8a3c\u306e\u539f\u672c\u3092\u78ba\u304b\u3081\u308b\n\n**9\u756a\u76ee\u304c\u4eba\u306e\u4ed5\u4e8b\u306e\u4e2d\u5fc3\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f600\u4eba\u5206\u306e\u5199\u3057\u3092\u958b\u304f\u306e\u3067\u306f\u306a\u304f\u3001**\u5224\u5b9a\u306e\u4ed8\u3044\u305f\u4e00\u89a7\u3068\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u8aad\u307f\u307e\u3059\u3002**\n\n**10\u756a\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5199\u3057\u304c\u672c\u4eba\u306e\u3082\u306e\u304b\u3001\u4fee\u4e86\u8a3c\u304c\u672c\u7269\u304b\u306f\u5199\u3057\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u6e1b\u3089\u3059\u306e\u306f\u66f8\u985e\u306e\u4e0d\u8db3\u3067\u5165\u5834\u304c\u6b62\u307e\u308b\u3053\u3068\u3067\u3001**\u672c\u4eba\u3068\u539f\u672c\u306e\u78ba\u8a8d\u306f\u4eca\u307e\u3067\u3069\u304a\u308a\u73fe\u5834\u3067\u884c\u3044\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u5354\u529b\u4f1a\u793e\u304c\u540d\u7c3f\u3068\u5199\u3057\u3092\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3002\u7d19\u3068\u30d5\u30a1\u30c3\u30af\u30b9\u306f\u73fe\u5834\u306e\u4e8b\u52d9\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** 30\u5206\u304a\u304d\u306b\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u304f\u5c4a\u3044\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u5de5\u4e8b\u30fb\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u675f\u306d\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u753b\u50cf\u306e\u54c1\u8cea\u3092\u8fd4\u3059\u3002\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u30da\u30fc\u30b8\u306f\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306f\u3001\u6c0f\u540d\u3068\u53d7\u8a3a\u65e5\u306e\u6b04\u3092\u9664\u3044\u3066\u7d50\u679c\u306e\u6b04\u3092\u8986\u3044\u96a0\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u540d\u7c3f\u306e\u4f5c\u696d\u54e1\u3054\u3068\u306e\u884c\u3068\u3001\u5199\u3057\u306e\u7a2e\u985e\u30fb\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u8b1b\u7fd2\u306e\u7a2e\u985e\u30fb\u53d7\u8a3a\u65e5\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u81ea\u793e\u306e\u300c\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u300d\u3092\u5f15\u304d\u3001\u5199\u3057\u3068\u306e\u5bfe\u5fdc\u3068\u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u54e1\u3054\u3068\u306b `ok` \uff0f `needs_docs` \uff0f `needs_retake` \uff0f `needs_human` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u3001\u5dee\u3057\u623b\u3059\u4f5c\u696d\u54e1\u3068\u8db3\u308a\u306a\u3044\u66f8\u985e\u3092\u4e26\u3079\u305f\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_human` \u3068\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3001\u5354\u529b\u4f1a\u793e\u3078\u9001\u308b","**\u3010\u4eba\u3011** `ok` \u306e\u4f5c\u696d\u54e1\u3092\u53d7\u4ed8\u7c3f\u306b\u767b\u9332\u3057\u3001\u5165\u5834\u65e5\u306e\u65b0\u898f\u5165\u5834\u8005\u6559\u80b2\u3067\u672c\u4eba\u3068\u8cc7\u683c\u8005\u8a3c\u306e\u539f\u672c\u3092\u78ba\u304b\u3081\u308b"],"architecture":"```\n\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u5199\u3057\uff08PDF\u30fb\u5199\u771f\u30fb\u30b9\u30ad\u30e3\u30f3\uff09\n   \u2502\u3010\u30c8\u30ea\u30ac\u30fc\u301130\u5206\u304a\u304d\u306e\u5b9a\u6642\u5b9f\u884c\n   \u25bc\nPython \u2500\u2500 \u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u5de5\u4e8b\u30fb\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u675f\u306d\u308b\u3001HEIC \u2192 JPEG\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u691c\u51fa\u3055\u308c\u305f\u4e0d\u5177\u5408\n   \u25bc\nPython \u2500\u2500 \u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u3092\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u3078\u3001\u5065\u8a3a\u306e\u7d50\u679c\u6b04\u3092\u8986\u3046\n   \u25bc\nGoogle Document AI\uff08Form Parser\uff09\n   \u2502   \u540d\u7c3f\u306e\u8868\u3001\u4fee\u4e86\u8a3c\u306e\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nGemini API \u2500\u2500 \u66f8\u985e\u306e\u7a2e\u985e\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306e\u884c\u3001\u5199\u3057\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nPython \u2500\u2500 \u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u306e\u7167\u5408\u3001\u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u3001\u540d\u7c3f\u3068\u5199\u3057\u306e\u4e00\u81f4\n   \u25bc\n\u5224\u5b9a\uff08ok \uff0f needs_docs \uff0f needs_retake \uff0f needs_human\uff09\n   \u25bc\n\u3010\u4eba\u304c\u4e00\u89a7\u3068\u4e0b\u66f8\u304d\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u5354\u529b\u4f1a\u793e\u3078\u306e\u5dee\u3057\u623b\u3057\u306e\u9023\u7d61\n   \u2514\u2500\u2500\u25b6 \u65b0\u898f\u5165\u5834\u8005\u306e\u53d7\u4ed8\u7c3f\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Enterprise Document OCR\u3001Form Parser\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | Gemini API\uff08\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\uff09 | Claude API\u3001OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u306e\u7167\u5408\u3001\u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u3001\u540d\u7c3f\u3068\u5199\u3057\u306e\u7a81\u304d\u5408\u308f\u305b\uff09 | \u53d7\u4ed8\u7c3f\u306e\u95a2\u6570\u306b\u3088\u308b\u7167\u5408 |\n| \u9023\u643a | Python\uff08\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u753b\u50cf\u306e\u5909\u63db\u3001\u7d50\u679c\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u65e2\u5b58\u306e\u9023\u643a\u306e\u4ed5\u7d44\u307f |\n| \u4fdd\u7ba1 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff08\u540d\u7c3f\u3068\u5199\u3057\u306e\u539f\u672c\uff09 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u3068\u53d7\u4ed8\u7c3f\u306f\u4eca\u306e\u3082\u306e\u3092\u4f7f\u3044\u3001\u53d7\u4ed8\u7c3f\u3078\u306e\u767b\u9332\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u884c\u3044\u307e\u3059\u3002**\n\n**OCR\u306b Google Document AI \u3092\u9078\u3076\u306e\u306f\u3001\u65e5\u672c\u8a9e\u3067\u4f7f\u3048\u308b2\u3064\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u304c\u305d\u308d\u3046\u304b\u3089\u3067\u3059\u3002** Enterprise Document OCR \u3068 Form Parser \u306f\u3001\u3069\u3061\u3089\u3082\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3001**\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u3001**\u624b\u66f8\u304d\u306e\u691c\u51fa\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\n\n**Enterprise Document OCR \u3092\u5148\u306b\u901a\u3059\u306e\u306f\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u306e\u305f\u3081\u3067\u3059\u3002** \u8aad\u307f\u3084\u3059\u3055\u30920\u304b\u30891\u3067\u8a55\u4fa1\u3057\u3001**0.5\u3092\u4e0b\u56de\u308b\u3068\u3001\u307c\u3051\u3001\u30ce\u30a4\u30ba\u3001\u6697\u3055\u3001\u8584\u3055\u3001\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u3001\u66f8\u985e\u306e\u5207\u308c\u3001\u6587\u5b57\u306e\u5207\u308c\u3001\u53cd\u5c04\u306e8\u7a2e\u985e\u304b\u3089\u7406\u7531\u304c\u8fd4\u308a\u307e\u3059\u3002** \u73fe\u5834\u306e\u8a70\u6240\u3067\u64ae\u3063\u305f\u4fee\u4e86\u8a3c\u306e\u5199\u771f\u3067\u8d77\u304d\u308b\u3053\u3068\u304c\u3001\u307b\u307c\u305d\u306e\u307e\u307e\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\n**Form Parser \u306f\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u8868\u306f**\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u7121\u3044\u5358\u7d14\u306a\u8868**\u304c\u5bfe\u8c61\u3067\u3001\u898b\u51fa\u3057\u304c2\u6bb5\u306b\u7d50\u5408\u3055\u308c\u305f\u540d\u7c3f\u306f\u53d6\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u30da\u30fc\u30b8\u306fOCR\u306e\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002** Custom Extractor \u306e\u751f\u6210AI\u306b\u3088\u308b\u62bd\u51fa\u306f\u6b63\u5f0f\u306a\u5bfe\u5fdc\u304c\u82f1\u8a9e\u3060\u3051\u306e\u305f\u3081\u3001\u4f7f\u3044\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**30\u5206\u304a\u304d\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u3057\u307e\u3059\u3002** \u5354\u529b\u4f1a\u793e\u306f\u540d\u7c3f\u3068\u5199\u3057\u3092\u4f55\u56de\u304b\u306b\u5206\u3051\u3066\u5165\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u30d5\u30a1\u30a4\u30eb\u304c\u5165\u308b\u305f\u3073\u306b\u52d5\u304b\u3059\u3068\u3001**\u5199\u3057\u304c\u307e\u3060\u5c4a\u3044\u3066\u3044\u306a\u3044\u3060\u3051\u306e\u4f5c\u696d\u54e1\u3092\u300c\u4e0d\u8db3\u300d\u3068\u3057\u3066\u5dee\u3057\u623b\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n\u305d\u3053\u3067\u3001**\u6700\u5f8c\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u5165\u3063\u3066\u304b\u308930\u5206\u4ee5\u4e0a\u305f\u3063\u305f\u5354\u529b\u4f1a\u793e\u306e\u675f\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002** \u9014\u4e2d\u3067\u30d5\u30a1\u30a4\u30eb\u304c\u5897\u3048\u305f\u675f\u306f\u6b21\u306e\u56de\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u5165\u5834\u4e88\u5b9a\u65e5\u306e\u524d\u3005\u65e5\u306e\u5915\u65b9\u306b\u306f\u3001\u672a\u51e6\u7406\u306e\u675f\u3092\u307e\u3068\u3081\u3066\u6d41\u3059\u56de\u3092\u8db3\u3057\u307e\u3059\u3002** \u51e6\u7406\u6e08\u307f\u306e\u5370\u306f\u3001\u5224\u5b9a\u3068\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308c\u305f\u3068\u304d\u3060\u3051\u4ed8\u3051\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u540d\u7c3f\u3068\u5199\u3057\u306e\u30d5\u30a1\u30a4\u30eb | PDF\u3001\u5199\u771f\uff08JPEG\u30fbHEIC\uff09\u3001\u30b9\u30ad\u30e3\u30f3\u3002\u5de5\u4e8b\u540d\u3001\u5354\u529b\u4f1a\u793e\u540d\u3001\u63d0\u51fa\u65e5\u6642 | \u63d0\u51fa\u30d5\u30a9\u30eb\u30c0 |\n| \u5165\u5834\u306e\u4e88\u5b9a | \u5de5\u4e8b\u3001\u5354\u529b\u4f1a\u793e\u3001\u5165\u5834\u4e88\u5b9a\u65e5\u3001\u4e88\u5b9a\u306e\u4f5c\u696d\u671f\u9593\u306e\u7d42\u308f\u308a | \u65b0\u898f\u5165\u5834\u8005\u306e\u53d7\u4ed8\u7c3f |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u8868\u3001\u4fe1\u983c\u5ea6 | Google Document AI |\n| \u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868 | \u4f5c\u696d\u306e\u533a\u5206\u3054\u3068\u306e\u3001\u5fc5\u8981\u306a\u514d\u8a31\u30fb\u6280\u80fd\u8b1b\u7fd2\u30fb\u7279\u5225\u6559\u80b2\u306e\u7a2e\u985e\u3068\u3001\u6a5f\u68b0\u306e\u5927\u304d\u3055\u306e\u5883\u76ee | \u81ea\u793e\u306e\u5b89\u5168\u7ba1\u7406\u306e\u90e8\u7f72\u304c\u4f5c\u308b\u8868 |\n| \u53d7\u8a3a\u65e5\u306e\u57fa\u6e96 | \u5b9a\u671f\u306e\u5065\u5eb7\u8a3a\u65ad\u3068\u3001\u7279\u5b9a\u306e\u696d\u52d9\u306b\u5c31\u304f\u4eba\u306e\u5065\u5eb7\u8a3a\u65ad\u306e\u3001\u53d7\u3051\u4ed8\u3051\u308b\u671f\u9593 | \u81ea\u793e\u306e\u5b89\u5168\u885b\u751f\u306e\u898f\u7a0b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3067\u3059\u3002** \u52b4\u50cd\u5c40\u306e\u300c\u8cc7\u683c\u304c\u5fc5\u8981\u306a\u696d\u52d9\uff08\u514d\u8a31\u30fb\u6280\u80fd\u8b1b\u7fd2\uff09\u4e00\u89a7\u8868\u300d\u3067\u306f\u3001\u305f\u3068\u3048\u3070\u8eca\u4e21\u7cfb\u5efa\u8a2d\u6a5f\u68b0\uff08\u6574\u5730\u30fb\u904b\u642c\u30fb\u7a4d\u8fbc\u7528\u3001\u6398\u524a\u7528\uff09\u306f\u6a5f\u4f53\u91cd\u91cf3\u30c8\u30f3\u4ee5\u4e0a\u304c\u6280\u80fd\u8b1b\u7fd2\u30013\u30c8\u30f3\u672a\u6e80\u306f\u7279\u5225\u6559\u80b2\u3001\u7389\u639b\u3051\u306f1\u30c8\u30f3\u4ee5\u4e0a\u304c\u6280\u80fd\u8b1b\u7fd2\u3001\u9ad8\u6240\u4f5c\u696d\u8eca\u306f\u4f5c\u696d\u5e8a\u306e\u9ad8\u305510\u30e1\u30fc\u30c8\u30eb\u4ee5\u4e0a\u304c\u6280\u80fd\u8b1b\u7fd2\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u5883\u76ee\u3092\u81ea\u793e\u306e\u8868\u306b\u5199\u3057\u3001\u540d\u7c3f\u306e\u300c\u4f5c\u696d\u306e\u5185\u5bb9\u300d\u306e\u66f8\u304d\u65b9\u3068\u3064\u306a\u304e\u307e\u3059\u3002**\n\n**\u540d\u7c3f\u306e\u4f5c\u696d\u306e\u66f8\u304d\u65b9\u306f\u5354\u529b\u4f1a\u793e\u306b\u3088\u3063\u3066\u9055\u3044\u3001**\u300c\u30d0\u30c3\u30af\u30db\u30a6\u300d\u300c\u30e6\u30f3\u30dc\u300d\u300c\u91cd\u6a5f\u30aa\u30da\u300d\u304c\u540c\u3058\u4f5c\u696d\u3092\u6307\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8868\u306b\u306f\u3001\u73fe\u5834\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3082\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**\u5065\u5eb7\u8a3a\u65ad\u306f\u3001\u5b9a\u671f\u306e\u3082\u306e\u304c1\u5e74\u4ee5\u5185\u3054\u3068\u306b1\u56de\u3001\u7279\u5b9a\u306e\u696d\u52d9\u306b\u5c31\u304f\u4eba\u306f6\u304b\u6708\u4ee5\u5185\u3054\u3068\u306b1\u56de\u306e\u5b9f\u65bd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u3069\u3061\u3089\u306e\u57fa\u6e96\u3067\u898b\u308b\u304b\u306f\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**Enterprise Document OCR \u306b\u306f\u3001\u6b21\u306e2\u3064\u3092\u6307\u5b9a\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a | \u8a2d\u5b9a | \u7406\u7531 |\n|:--|:--|:--|\n| `enableImageQualityScores` | `true` | \u30da\u30fc\u30b8\u3054\u3068\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u3092\u53d7\u3051\u53d6\u308b |\n| `hints.languageHints` | `[\"ja\"]` | \u63a8\u5b9a\u3055\u305b\u305a\u3001\u65e5\u672c\u8a9e\u3068\u3057\u3066\u8aad\u307e\u305b\u308b |\n\n**Form Parser \u304b\u3089\u306f\u3001\u6b21\u306e3\u3064\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u5834\u6240 | \u4f7f\u3044\u65b9 |\n|:--|:--|:--|\n| \u6b04\u306e\u540d\u524d\u3068\u5024 | `pages[].formFields` \u306e `fieldName` \u3068 `fieldValue`\u3001`confidence` | \u4fee\u4e86\u8a3c\u306e\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u8b1b\u7fd2\u306e\u7a2e\u985e\u30fb\u4ea4\u4ed8\u65e5\u3001\u5065\u8a3a\u306e\u6c0f\u540d\u3068\u53d7\u8a3a\u65e5 |\n| \u8868 | `pages[].tables` \u306e `headerRows` \u3068 `bodyRows` | \u540d\u7c3f\u306e\u4f5c\u696d\u54e1\u3054\u3068\u306e\u884c |\n| \u30c1\u30a7\u30c3\u30af\u6b04 | `valueType` \u306e `filled_checkbox` \uff0f `unfilled_checkbox` | \u540d\u7c3f\u306e\u300c\u7279\u5225\u6559\u80b2\u300d\u300c\u8077\u9577\u6559\u80b2\u300d\u306a\u3069\u306e\u5370 |\n\n**\u8868\u306e\u30bb\u30eb\u306b\u306f `rowSpan` \u3068 `colSpan` \u304c\u4ed8\u304d\u3001\u5358\u7d14\u306a\u8868\u3067\u306f\u5e38\u306b1\u3067\u3059\u3002** \u540d\u7c3f\u306e\u30da\u30fc\u30b8\u3067\u8868\u304c1\u3064\u3082\u8fd4\u3089\u306a\u3044\u304b\u3001\u884c\u306e\u6570\u304c\u540d\u7c3f\u306e\u4eba\u6570\u3088\u308a\u660e\u3089\u304b\u306b\u5c11\u306a\u3044\u3068\u304d\u306f\u3001**\u8868\u3068\u3057\u3066\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u307f\u306a\u3057\u3001OCR\u306e\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n**\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u3001\u3067\u304d\u308c\u3070300dpi\u4ee5\u4e0a\u3067\u53d6\u308a\u307e\u3059**\uff08Document AI \u306e\u6848\u5185\uff09\u3002\u73fe\u5834\u306e\u8907\u5408\u6a5f\u306e\u65e2\u5b9a\u306e\u8a2d\u5b9a\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u3092\u305d\u308d\u3048\u308b** \u2026 Document AI \u304c\u53d7\u3051\u4ed8\u3051\u308b\u753b\u50cf\u306f PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3001**HEIC \u306f\u5bfe\u5fdc\u5f62\u5f0f\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e HEIC \u306e\u5199\u771f\u306f JPEG \u306b\u5909\u3048\u307e\u3059\n2. **\u3080\u3084\u307f\u306b\u5727\u7e2e\u3057\u306a\u3044** \u2026 \u975e\u53ef\u9006\u306e\u5f62\u5f0f\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u5c0f\u3055\u304f\u3059\u308b\u3068\u3001\u753b\u50cf\u306e\u54c1\u8cea\u3068\u8aad\u307f\u53d6\u308a\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5909\u63db\u306f1\u56de\u3060\u3051\u306b\u3057\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u6570\u3067\u5206\u3051\u308b** \u2026 \u540c\u671f\u306e\u51e6\u7406\u306f1\u56de\u306b15\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002**\u6570\u5341\u30da\u30fc\u30b8\u306e\u307e\u3068\u3081\u30b9\u30ad\u30e3\u30f3\u306f\u300115\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u3066\u9001\u308a\u307e\u3059**\n4. **\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u30da\u30fc\u30b8\u3092\u5206\u3051\u308b** \u2026 `qualityScore` \u304c0.5\u3092\u4e0b\u56de\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3068\u3068\u3082\u306b\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3057\u3001\u5f8c\u6bb5\u306b\u9001\u308a\u307e\u305b\u3093\n5. **\u5065\u8a3a\u306e\u7d50\u679c\u306e\u6b04\u3092\u8986\u3046** \u2026 \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3068\u5206\u304b\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u6c0f\u540d\u30fb\u53d7\u8a3a\u65e5\u30fb\u5b9f\u65bd\u6a5f\u95a2\u306e\u6b04\u306e\u4f4d\u7f6e\u3060\u3051\u3092\u6b8b\u3057\u3001**\u307b\u304b\u306e\u9818\u57df\u3092\u5857\u308a\u3064\u3076\u3057\u305f\u753b\u50cf\u3092\u4f5c\u308a\u76f4\u3057\u3066\u304b\u3089 Form Parser \u306b\u9001\u308a\u307e\u3059**\n6. **\u540c\u3058\u5199\u3057\u306e\u91cd\u8907\u3092\u843d\u3068\u3059** \u2026 \u524d\u56de\u306e\u5165\u5834\u3067\u51fa\u3055\u308c\u305f\u5199\u3057\u304c\u3001\u307e\u305f\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u753b\u50cf\u306e\u8fd1\u3055\u3067\u91cd\u8907\u3092\u898b\u3064\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001OCR\u306e\u6587\u5b57\u306e\u4f4d\u7f6e\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u53d7\u8a3a\u65e5\u300d\u300c\u6c0f\u540d\u300d\u306e\u8a9e\u304c\u898b\u3064\u304b\u3063\u305f\u884c\u306e\u5468\u308a\u3060\u3051\u3092\u6b8b\u3057\u3001**\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u30da\u30fc\u30b8\u306f `needs_human` \u306b\u56de\u3057\u307e\u3059\u3002** \u7d50\u679c\u306e\u6b04\u304c\u751f\u6210AI\u306b\u6e21\u308b\u7d4c\u8def\u3092\u6b8b\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**4\u756a\u76ee\u3067\u9001\u3089\u306a\u3044\u306e\u306f\u3001\u8aad\u3081\u306a\u3044\u30da\u30fc\u30b8\u306e\u5024\u3092\u4f7f\u308f\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u53cd\u5c04\u3067\u300c\u6280\u80fd\u8b1b\u7fd2\u300d\u306e\u6587\u5b57\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u4fee\u4e86\u8a3c\u3092**\u7279\u5225\u6559\u80b2\u306e\u4fee\u4e86\u8a3c\u3068\u6271\u3046\u3068\u3001\u4e0d\u8981\u306a\u5dee\u3057\u623b\u3057\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u540d\u7c3f\uff0f\u4fee\u4e86\u8a3c\u30fb\u514d\u8a31\u8a3c\uff0f\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\uff0f\u305d\u308c\u4ee5\u5916 | `other`\u3002\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044 |\n| \u540d\u7c3f\u306e\u884c | \u4f5c\u696d\u54e1\u3054\u3068\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u8cc7\u683c | \u884c\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5199\u3057\u306e\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6587\u5b57\u5217 | `missing` |\n| \u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e | \u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u540d\u79f0\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing`\u3002\u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\u4e26\u3079\u308b |\n| \u4ea4\u4ed8\u65e5\u3068\u6709\u52b9\u671f\u9650 | \u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u65e5\u4ed8\u3002\u671f\u9650\u306e\u6b04\u304c\u7121\u3044\u8a3c\u306f\u7a7a | \u671f\u9650\u306e\u6b04\u304c\u3042\u3063\u3066\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5065\u8a3a\u306e\u53d7\u8a3a\u65e5 | \u53d7\u8a3a\u65e5\u30fb\u5b9f\u65bd\u65e5\u306e\u6b04\u306e\u65e5\u4ed8 | `missing`\u3002\u65e5\u4ed8\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n\n**\u8868\u306e\u53f3\u7aef\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `missing` \u306f\u8aad\u3081\u305f\u3046\u3048\u3067\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3001`unreadable` \u306f\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u3042\u3063\u305f\u304b\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u5199\u3057\u306e\u51fa\u3057\u76f4\u3057\u3001\u5f8c\u8005\u306f\u64ae\u308a\u76f4\u3057\u306b\u56de\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u305d\u306e\u4f5c\u696d\u306b\u8981\u308b\u8cc7\u683c\u306e\u5224\u65ad | \u81ea\u793e\u306e\u8868\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5f15\u304f\u3002\u63a8\u6e2c\u3055\u305b\u308b\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8cc7\u683c\u304c\u8fd4\u308b |\n| \u8b1b\u7fd2\u540d\u306e\u8a00\u3044\u63db\u3048 | \u300c\u8eca\u4e21\u7cfb\u5efa\u8a2d\u6a5f\u68b0\u904b\u8ee2\u6280\u80fd\u8b1b\u7fd2\u300d\u3092\u77ed\u3044\u540d\u524d\u3084\u5225\u306e\u8b1b\u7fd2\u306b\u76f4\u3055\u306a\u3044 |\n| \u6a5f\u68b0\u306e\u5927\u304d\u3055\u306e\u63a8\u5b9a | \u300c0.45\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u304b\u3089\u6a5f\u4f53\u91cd\u91cf\u3092\u63a8\u6e2c\u3057\u306a\u3044 |\n| \u53d7\u8a3a\u65e5\u304b\u3089\u306e\u7d4c\u904e\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u5dee\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8a08\u7b97\u3059\u308b |\n| \u5199\u3057\u304c\u672c\u4eba\u306e\u3082\u306e\u304b\u306e\u7d50\u8ad6 | \u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u3092\u4e26\u3079\u308b\u307e\u3067\u3002\u7d50\u8ad6\u306f\u4eba |\n| \u5c31\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u73fe\u5834\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n\n**\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u306f\u3001\u8868\u306e3\u884c\u76ee\u3067\u3059\u3002** \u540d\u7c3f\u306b\u300c\u30d0\u30c3\u30af\u30db\u30a6 0.45\u300d\u3068\u3042\u308b\u3068\u3001\u751f\u6210AI\u306f\u5bb9\u91cf\u304b\u3089\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3092\u63a8\u6e2c\u3057\u3001\u300c\u6280\u80fd\u8b1b\u7fd2\u304c\u5fc5\u8981\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u5927\u304d\u3055\u306f\u5354\u529b\u4f1a\u793e\u304b\u73fe\u5834\u306e\u6a5f\u68b0\u306e\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b\u60c5\u5831\u3067\u3001**\u540d\u7c3f\u304b\u3089\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u4eba\u306b\u6e21\u3057\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\u5efa\u8a2d\u4f1a\u793e\u306e\u5b89\u5168\u66f8\u985e\u306e\u53d7\u4ed8\u3067\u3001\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u6dfb\u4ed8\u306e\u5199\u3057\u3092\u8aad\u3080\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u5224\u65ad\u3084\u8a08\u7b97\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u985e\u306e\u7a2e\u985e\u3011\n- roster       : \u4f5c\u696d\u54e1\u540d\u7c3f\n- certificate  : \u6280\u80fd\u8b1b\u7fd2\u4fee\u4e86\u8a3c\u3001\u7279\u5225\u6559\u80b2\u306e\u4fee\u4e86\u8a3c\u3001\u514d\u8a31\u8a3c\u306a\u3069\u306e\u8cc7\u683c\u306e\u8a3c\n- health_check : \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\uff08\u7d50\u679c\u306e\u6b04\u306f\u8986\u3044\u96a0\u3055\u308c\u3066\u3044\u307e\u3059\uff09\n- other        : \u305d\u308c\u4ee5\u5916\nother \u306e\u66f8\u985e\u304b\u3089\u306f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nroster \u2026\u2026\u2026 \u4f5c\u696d\u54e1\u3054\u3068\u306b\u3001\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u8cc7\u683c\ncertificate \u2026 \u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e\u3001\u4ea4\u4ed8\u65e5\u3001\u6709\u52b9\u671f\u9650\nhealth_check  \u6c0f\u540d\u3001\u53d7\u8a3a\u65e5\u3001\u5b9f\u65bd\u6a5f\u95a2\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ......... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u308b\n- missing .... \u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u4e2d\u306b\u3001\u305d\u306e\u9805\u76ee\u304c\u7121\u3044\n- unreadable . \u305d\u306e\u9805\u76ee\u304c\u3042\u308b\u306f\u305a\u306e\u30da\u30fc\u30b8\u304c\u300c\u54c1\u8cea\u4e0d\u8db3\u300d\u3068\u5370\u306e\u4ed8\u3044\u305f\u30da\u30fc\u30b8\u3001\n               \u307e\u305f\u306f\u6587\u5b57\u306f\u3042\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .. \u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u30011\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8b1b\u7fd2\u30fb\u514d\u8a31\u306e\u7a2e\u985e\u306f\u3001\u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u540d\u79f0\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u77ed\u3044\u540d\u524d\u3084\u3001\u5225\u306e\u8b1b\u7fd2\u306e\u540d\u524d\u306b\u8a00\u3044\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f5c\u696d\u306e\u5185\u5bb9\u306f\u3001\u540d\u7c3f\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6a5f\u68b0\u306e\u5927\u304d\u3055\u3084\u80fd\u529b\u3092\u3001\u578b\u5f0f\u3084\u5bb9\u91cf\u306e\u6570\u5b57\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u305d\u306e\u4f5c\u696d\u306b\u3069\u306e\u8cc7\u683c\u304c\u5fc5\u8981\u304b\u3001\u8cc7\u683c\u304c\u8db3\u308a\u3066\u3044\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6709\u52b9\u671f\u9650\u306e\u6b04\u304c\u7121\u3044\u8a3c\u306f\u3001\u6709\u52b9\u671f\u9650\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u304c\u7121\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u897f\u66a6\uff08YYYY-MM-DD\uff09\u306b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5143\u306e\u8868\u8a18\u306f evidence \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306b\u3064\u3044\u3066\u3001\u8986\u3044\u96a0\u3055\u308c\u3066\u3044\u306a\u3044\u90e8\u5206\u306b\u7d50\u679c\u306e\u6570\u5024\u3084\u6240\u898b\u304c\n  \u898b\u3048\u3066\u3082\u3001\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u306f\u5370\uff09\u3011{pages}\n\u3010\u3053\u306e\u675f\u306e\u5de5\u4e8b\u540d\u3068\u5354\u529b\u4f1a\u793e\u540d\u3011{batch_info}\n```\n\n**\u300c\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3092\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3092\u5165\u308c\u306a\u3044\u3068\u3001\u8cc7\u683c\u306e\u5224\u65ad\u307e\u3067\u9032\u307f\u307e\u3059\u3002** \u7d50\u8ad6\u304c\u305f\u307e\u305f\u307e\u6b63\u3057\u304f\u3066\u3082\u3001**\u6839\u62e0\u304c\u540d\u7c3f\u306b\u7121\u3044\u4ee5\u4e0a\u3001\u70b9\u691c\u3068\u3057\u3066\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u300c\u671f\u9650\u304c\u7121\u3044\u3068\u5224\u65ad\u3057\u305f\u3068\u306f\u66f8\u304b\u306a\u3044\u300d\u3082\u3001\u7a7a\u306e\u6b04\u306e\u610f\u5473\u3092\u300c\u671f\u9650\u306e\u6b04\u304c\u7121\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e1\u3064\u306b\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8981\u6c42\u306e `response_format` \u306b\u3001`mime_type` \u3092 `application\/json`\u3001`schema` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"batch_id\": \"\",\n  \"documents\": [\n    {\n      \"page_refs\": [3],\n      \"doc_type\": \"roster | certificate | health_check | other\",\n      \"workers\": [\n        { \"name\": \"\", \"birth_date\": \"\", \"work\": \"\", \"listed_qualifications\": [],\n          \"status\": \"ok | missing | unreadable | ambiguous\", \"evidence\": \"\" }\n      ],\n      \"fields\": [\n        { \"item\": \"holder_name\", \"status\": \"ok | missing | unreadable | ambiguous\",\n          \"value\": \"\", \"evidence\": \"\" }\n      ]\n    }\n  ]\n}\n```\n\n`workers` \u306f\u540d\u7c3f\u306e\u30da\u30fc\u30b8\u3060\u3051\u3067\u4f7f\u3044\u307e\u3059\u3002`fields` \u306e `item` \u306f `holder_name` \uff0f `holder_birth_date` \uff0f `qualification_name` \uff0f `issue_date` \uff0f `expiry_date` \uff0f `exam_date` \uff0f `exam_facility` \u3067\u3059\u3002\n\n**\u30b9\u30ad\u30fc\u30de\u3067\u306f `doc_type` \u3068 `status` \u3092 `enum` \u3067\u56fa\u5b9a\u3057\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306b\u306f `format` \u306e `date` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u304c\u8fd4\u3063\u3066\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u78ba\u304b\u3081\u308b\u3088\u3046\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u65e5\u4ed8\u304c\u5b9f\u5728\u3059\u308b\u304b\u3001`page_refs` \u304c\u675f\u306e\u4e2d\u306e\u30da\u30fc\u30b8\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u53d7\u3051\u53d6\u3063\u305f\u3042\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u4f5c\u696d\u54e1\u3054\u3068\u306e\u5224\u5b9a\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"worker_key\": \"\",\n  \"required\": [ { \"rule_id\": \"\", \"qualification\": \"\", \"matched_doc\": 0 } ],\n  \"exam\": { \"date\": \"\", \"basis\": \"annual | six_months\", \"within\": true },\n  \"identity\": \"matched | name_only | mismatch\",\n  \"retake_pages\": [ { \"page\": 0, \"defects\": [] } ],\n  \"missing_docs\": [],\n  \"verdict\": \"ok | needs_docs | needs_retake | needs_human\"\n}\n```\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `needs_retake` | \u305d\u306e\u4f5c\u696d\u54e1\u306e\u5199\u3057\u304c\u3042\u308b\u306f\u305a\u306e\u30da\u30fc\u30b8\u304c `retake_pages` \u306b\u5165\u3063\u3066\u3044\u308b |\n| `needs_docs` | \u5fc5\u8981\u306a\u8cc7\u683c\u306b\u5bfe\u5fdc\u3059\u308b\u5199\u3057\u304c\u7121\u3044\u3001\u53d7\u8a3a\u65e5\u304c\u57fa\u6e96\u306e\u671f\u9593\u3092\u5916\u308c\u308b\u3001\u5065\u8a3a\u306e\u5199\u3057\u304c\u7121\u3044 |\n| `needs_human` | \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306e\u3069\u306e\u533a\u5206\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3001\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3067\u8cc7\u683c\u304c\u5206\u304b\u308c\u308b\u306e\u306b\u5927\u304d\u3055\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001`identity` \u304c `mismatch`\u3001`ambiguous` \u304c\u3042\u308b |\n| `ok` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`status` \u3068 `verdict` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u53d6\u308a\u51fa\u3057\u306f\u751f\u6210AI\u3001\u5224\u5b9a\u306f\u81ea\u793e\u306e\u8868\u3068\u898f\u5247\u3067\u3059\u3002**\u8868\u306e\u5883\u76ee\u3084\u53d7\u8a3a\u65e5\u306e\u57fa\u6e96\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u8868\u3060\u3051\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u63d0\u51fa\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u3068\u53d6\u5f97 | \u65b0\u3057\u304f\u5c4a\u3044\u305f\u540d\u7c3f\u3068\u5199\u3057\u3092\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b\u53d7\u3051\u53d6\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\u306e\u51e6\u7406\uff09 | Enterprise Document OCR\u3001Form Parser \u306e\u9806\u306b\u9001\u308b |\n| Gemini API | API\u547c\u3073\u51fa\u3057 | \u66f8\u985e\u306e\u7a2e\u985e\u3068\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u3001\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d |\n| \u65b0\u898f\u5165\u5834\u8005\u306e\u53d7\u4ed8\u7c3f | \u8aad\u307f\u53d6\u308a\u3068\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u306e\u66f8\u304d\u51fa\u3057 | \u5165\u5834\u4e88\u5b9a\u65e5\u3092\u8aad\u307f\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306e\u5224\u5b9a\u3092\u5225\u306e\u4e00\u89a7\u306b\u66f8\u304f |\n| \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61 | \u65e2\u5b58\u306e\u30e1\u30fc\u30eb | \u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u9001\u308b |\n\n**\u53d7\u4ed8\u7c3f\u306e\u767b\u9332\u306e\u6b04\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6a5f\u68b0\u306e\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u300c\u5165\u5834\u53ef\u300d\u306b\u898b\u3048\u308b\u72b6\u614b\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u306f\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306b1\u901a\u306b\u307e\u3068\u3081\u307e\u3059\u3002** \u4f5c\u696d\u54e1\u306e\u6c0f\u540d\u3001\u8db3\u308a\u306a\u3044\u66f8\u985e\u3001\u64ae\u308a\u76f4\u3057\u304c\u8981\u308b\u30da\u30fc\u30b8\u3068\u4e0d\u5177\u5408\u306e\u7a2e\u985e\uff08\u300c\u53cd\u5c04\u3067\u8b1b\u7fd2\u306e\u7a2e\u985e\u304c\u8aad\u3081\u307e\u305b\u3093\u300d\uff09\u3092\u4e26\u3079\u3001**\u4f55\u3092\u51fa\u3057\u76f4\u305b\u3070\u3088\u3044\u304b\u304c1\u901a\u3067\u5206\u304b\u308b\u5f62\u306b\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u306f\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3092 `verdict` \u306e\u9806\u306b\u8aad\u307f\u307e\u3059\u3002**\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306b\u7121\u3044\u3082\u306e\u3001\u6a5f\u68b0\u306e\u5927\u304d\u3055\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3002**\u5354\u529b\u4f1a\u793e\u304b\u73fe\u5834\u306e\u6a5f\u68b0\u306e\u4e00\u89a7\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **`needs_docs` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u5199\u3057\u304c\u672c\u5f53\u306b\u675f\u306e\u4e2d\u306b\u7121\u3044\u304b\u3092\u3001\u675f\u306e\u30da\u30fc\u30b8\u306e\u4e00\u89a7\u3067\u898b\u307e\u3059\n3. **\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n4. **`ok` \u306e\u4f5c\u696d\u54e1\u3092\u53d7\u4ed8\u7c3f\u306b\u767b\u9332\u3059\u308b** \u2026 \u4e00\u89a7\u3067\u6c0f\u540d\u3068\u4f5c\u696d\u3092\u6d41\u3057\u898b\u3066\u767b\u9332\u3057\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u4f5c\u696d\u54e1\u306e\u3001\u3069\u306e\u5224\u5b9a\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5199\u3057\u304c\u5225\u306e\u5354\u529b\u4f1a\u793e\u306e\u675f\u306b\u7d1b\u308c\u8fbc\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u4e0d\u8db3\u3068\u3057\u3066\u5dee\u3057\u623b\u3059\u3068\u3001\u5354\u529b\u4f1a\u793e\u306f\u51fa\u3057\u305f\u306f\u305a\u306e\u5199\u3057\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4e00\u65b9\u3067 `ok` \u306e\u5199\u3057\u306f\u958b\u304d\u307e\u305b\u3093\u3002**\u5168\u54e1\u5206\u3092\u958b\u304d\u76f4\u3059\u3068\u3001\u7b2c10\u7ae0\u306e2\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| HEIC \u306a\u3069\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u5f62\u5f0f | JPEG \u306b\u5909\u3048\u3066\u6295\u5165\u3002\u5909\u3048\u3089\u308c\u306a\u3044\u3082\u306e\u306f\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c |\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308b | \u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3068\u3068\u3082\u306b `retake_pages` \u3078\u3002\u5f8c\u6bb5\u306b\u9001\u3089\u306a\u3044 |\n| 1\u56de\u306e\u9001\u4fe1\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | 15\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u3066\u9001\u308b |\n| \u540d\u7c3f\u306e\u8868\u304c\u53d6\u308c\u306a\u3044 | \u898b\u51fa\u3057\u304c\u7d50\u5408\u3055\u308c\u305f\u8868\u3002OCR\u306e\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3059 |\n| \u5065\u8a3a\u306e\u5199\u3057\u3067\u53d7\u8a3a\u65e5\u306e\u6b04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u8986\u3044\u96a0\u3057\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u751f\u6210AI\u306b\u6e21\u3055\u305a `needs_human` |\n| \u4f5c\u696d\u306e\u5185\u5bb9\u304c\u8868\u306b\u7121\u3044 | `needs_human`\u3002**\u8868\u306b\u547c\u3073\u65b9\u3092\u8db3\u3059\u304b\u306f\u5b89\u5168\u7ba1\u7406\u306e\u90e8\u7f72\u304c\u6c7a\u3081\u308b** |\n| \u540d\u7c3f\u3068\u5199\u3057\u3067\u6c0f\u540d\u306e\u5b57\u304c\u9055\u3046 | \u65e7\u5b57\u4f53\u3084\u5a5a\u59fb\u306b\u3088\u308b\u5909\u66f4\u304c\u3042\u308b\u3002`name_only` \u307e\u305f\u306f `mismatch` \u3067\u4eba\u3078 |\n| Document AI \u3084 Gemini API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u51e6\u7406\u6e08\u307f\u306e\u5370\u3092\u4ed8\u3051\u305a\u3001\u6b21\u306e\u56de\u306b\u3084\u308a\u76f4\u3059 |\n\n**\u4ef6\u6570\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u3001\u4e0a\u306e2\u884c\u76ee\u30686\u884c\u76ee\u3067\u3059\u3002** \u5199\u771f\u306e\u53cd\u5c04\u3068\u3001\u8868\u306b\u7121\u3044\u4f5c\u696d\u306e\u66f8\u304d\u65b9\u3067\u3001**\u3069\u3061\u3089\u3082AI\u3067\u306f\u306a\u304f\u64ae\u308a\u65b9\u3068\u8868\u306e\u6574\u5099\u306e\u554f\u984c\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5354\u529b\u4f1a\u793e\u306e\u675f\u3054\u3068\u306e\u3001\u540d\u7c3f\u3068\u5199\u3057\u306e\u539f\u672c\u3068\u3001\u5909\u63db\u5f8c\u30fb\u8986\u3044\u96a0\u3057\u305f\u5f8c\u306e\u753b\u50cf\n- Document AI \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u8868\uff09\n- \u751f\u6210AI\u306b\u6e21\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u8fd4\u3063\u305fJSON\n- \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8db3\u3057\u305f\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u306e\u7248\u3001\u53d7\u8a3a\u65e5\u306e\u57fa\u6e96\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u305d\u306e\u7406\u7531\n- \u5dee\u3057\u623b\u3057\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u51fa\u3057\u76f4\u3055\u308c\u305f\u5199\u3057\u3068\u306e\u5bfe\u5fdc\n- **\u5354\u529b\u4f1a\u793e\u3054\u3068\u306e\u64ae\u308a\u76f4\u3057\u3068\u5dee\u3057\u623b\u3057\u306e\u4ef6\u6570**\n\n**\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5883\u76ee\u3084\u57fa\u6e96\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u306e\u7248\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u904e\u53bb\u306e\u5224\u5b9a\u306e\u3069\u308c\u3092\u3084\u308a\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u6700\u5f8c\u306e\u4ef6\u6570\u306f\u3001\u64ae\u308a\u65b9\u306e\u6848\u5185\u3092\u5354\u529b\u4f1a\u793e\u306b\u9001\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u53d7\u3051\u4ed8\u3051\u305f\u540d\u7c3f\u304b\u3089\u30015\u793e\u30fb30\u4eba\u5206\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4eba\u306f\u3001\u5199\u3057\u306e\u4e0d\u8db3\u3084\u5dee\u3057\u623b\u3057\u304c\u3042\u3063\u305f\u4f5c\u696d\u54e1\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4eba\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u3069\u306e\u5199\u3057\u3092\u898b\u3066\u3001\u4f55\u3092\u5dee\u3057\u623b\u3057\u305f\u304b\u3092\u62c5\u5f53\u8005\u306b\u805e\u304d\u53d6\u308b\n3. \u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3002\u6700\u521d\u306f\u3001\u73fe\u5834\u3067\u591a\u3044\u4f5c\u696d\u306e10\u533a\u5206\u307b\u3069\u3067\u8db3\u308a\u308b\n4. \u540d\u7c3f\u3068\u5199\u3057\u306ePDF\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u4f5c\u696d\u54e1\u3054\u3068\u306b\u3001\u6c0f\u540d\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u5199\u3057\u306b\u3042\u308b\u8b1b\u7fd2\u306e\u7a2e\u985e\u3001\u5065\u5eb7\u8a3a\u65ad\u306e\u53d7\u8a3a\u65e5\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u7a7a\u6b04\u306b\u3057\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u624b\u3067\u4f5c\u3063\u305f\u8cc7\u683c\u306e\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u5f53\u6642\u306e\u5dee\u3057\u623b\u3057\u3068\u540c\u3058\u4e0d\u8db3\u304c\u51fa\u308b\u304b\u3092\u898b\u308b\n\n**\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u7d50\u679c\u306e\u6b04\u3092\u7d19\u3067\u96a0\u3057\u3066\u304b\u3089\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u8a66\u3059\u6bb5\u968e\u3067\u3082\u3001\u7d50\u679c\u306e\u4e2d\u8eab\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u5dee\u3057\u623b\u3057\u3068\u540c\u3058\u4e0d\u8db3\u304c\u51fa\u305f | **OCR\u3068\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u8b1b\u7fd2\u306e\u540d\u524d\u3092\u8a00\u3044\u63db\u3048\u3066\u8868\u306b\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u8cc7\u683c\u306e\u8981\u5426\u307e\u3067\u66f8\u3044\u305f | \u6307\u793a\u306b\u300c\u5224\u65ad\u3057\u306a\u3044\u300d\u3092\u8db3\u3059\u3002**\u5224\u65ad\u306f\u8868\u306e\u5074\u306b\u7f6e\u304f** |\n| \u5199\u771f\u306e\u53cd\u5c04\u3067\u8aad\u3081\u306a\u3044\u5199\u3057\u304c\u591a\u3044 | **\u64ae\u308a\u65b9\u306e\u6848\u5185\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** \u5224\u65ad\u3092\u8868\u306b\u79fb\u3059\u7406\u7531\u304c\u898b\u3048\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"\u540d\u7c3f\u3068\u5199\u3057\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u4f5c\u696d\u54e1\u3054\u3068\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f \u5199\u3057\u306e\u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3092\u547c\u3073\u3001\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3067\u7167\u5408\u3057\u305f\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u3001\u8cc7\u683c\u30fb\u53d7\u8a3a\u65e5\u306e\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u54c1\u8cea\u306e\u5224\u5b9a\u3001\u5065\u8a3a\u306e\u6b04\u306e\u8986\u3044\u96a0\u3057\u3001\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u70b9\u691c\u306e\u5168\u4f53\u3068\u3001\u5dee\u3057\u623b\u3057\u306e\u9023\u7d61\u306e\u6e96\u5099","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u8868\u306e\u4e0b\u66f8\u304d\u3092\u56fa\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** 1\u793e\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001600\u4eba\u5206\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4eba\u52066\u5206\u304c3\u301c4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u64ae\u308a\u76f4\u3057\u306e\u898b\u5206\u3051\u3068\u5dee\u3057\u623b\u3057\u306e\u6587\u9762\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308b\u305f\u3081\u3067\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u8868\u306b\u7121\u3044\u547c\u3073\u65b9\u3068\u64ae\u308a\u76f4\u3057\u306e\u591a\u3044\u5354\u529b\u4f1a\u793e\u304c\u5148\u306b\u5206\u304b\u308a\u3001**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u4e0b\u66f8\u304d\u3092\u8db3\u3059\u307b\u3046\u304c\u7a7a\u632f\u308a\u306e\u5dee\u3057\u623b\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u751f\u6210AI\u304c\u4f5c\u696d\u306e\u5185\u5bb9\u304b\u3089\u8cc7\u683c\u306e\u8981\u5426\u3092\u66f8\u304f | **\u5224\u65ad\u306f\u8868\u306e\u5074\u3002** \u6307\u793a\u3067\u7981\u3058\u3001`verdict` \u306f\u898f\u5247\u3067\u6c7a\u3081\u308b |\n| \u300c0.45\u300d\u304b\u3089\u6a5f\u68b0\u306e\u5927\u304d\u3055\u3092\u63a8\u6e2c\u3059\u308b | \u63a8\u6e2c\u3092\u7981\u3058\u3001\u5927\u304d\u3055\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `needs_human` |\n| \u5199\u3057\u306e\u4e0d\u8db3\u3068\u8aad\u3081\u306a\u3044\u30da\u30fc\u30b8\u304c\u6df7\u3056\u308b | \u54c1\u8cea\u30b9\u30b3\u30a2\u3067\u5206\u3051\u308b\u3002**\u6df7\u305c\u308b\u3068\u4e0d\u8981\u306a\u5dee\u3057\u623b\u3057\u304c\u51fa\u308b** |\n| \u540d\u7c3f\u306e\u8868\u304c\u53d6\u308c\u306a\u3044 | \u898b\u51fa\u3057\u306e\u7d50\u5408\u3067\u5358\u7d14\u306a\u8868\u306b\u306a\u3089\u306a\u3044\u3002**OCR\u306e\u5168\u6587\u306b\u5207\u308a\u66ff\u3048\u308b** |\n| HEIC \u306e\u5199\u771f\u3067\u6b62\u307e\u308b | \u5bfe\u5fdc\u5f62\u5f0f\u306b\u542b\u307e\u308c\u306a\u3044\u3002JPEG \u306b\u5909\u3048\u3066\u304b\u3089\u9001\u308b |\n| \u5065\u8a3a\u306e\u7d50\u679c\u304c\u751f\u6210AI\u306b\u6e21\u308b | \u53d7\u8a3a\u65e5\u306e\u6b04\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u30da\u30fc\u30b8\u306f**\u8986\u308f\u305a\u306b\u9032\u3081\u306a\u3044** |\n| \u5c4a\u304d\u304b\u3051\u306e\u675f\u3092\u5dee\u3057\u623b\u3059 | \u6700\u5f8c\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u308930\u5206\u5f85\u3064\u3002\u5165\u5834\u4e88\u5b9a\u65e5\u306e\u524d\u3005\u65e5\u306b\u307e\u3068\u3081\u3066\u6d41\u3059 |\n| \u4f5c\u696d\u306e\u547c\u3073\u65b9\u304c\u8868\u306b\u7121\u3044 | 1\u301c2\u304b\u6708\u306f `needs_human` \u304c\u591a\u3044\u3002**\u547c\u3073\u65b9\u3092\u8868\u306b\u8db3\u3057\u3066\u3044\u304f** |\n| \u5224\u5b9a\u304c\u53d7\u4ed8\u7c3f\u306e\u300c\u5165\u5834\u53ef\u300d\u306b\u76f4\u7d50\u3059\u308b | \u5224\u5b9a\u306f\u5225\u306e\u4e00\u89a7\u306b\u66f8\u304d\u3001\u767b\u9332\u306f\u4eba\u304c\u884c\u3046 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u751f\u6210AI\u304c\u89aa\u5207\u306b\u5224\u65ad\u307e\u3067\u9032\u3080\u3053\u3068\u304b\u3089\u8d77\u304d\u3001**\u5224\u65ad\u3092\u81ea\u793e\u306e\u8868\u306b\u7f6e\u3044\u3066\u3042\u308b\u304b\u3067\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002** \u5065\u8a3a\u306e\u8986\u3044\u96a0\u3057\u3082\u6700\u521d\u304b\u3089\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u5f8c\u304b\u3089\u8db3\u3057\u3066\u3082\u3001\u6e21\u3057\u305f\u5206\u306f\u53d6\u308a\u6d88\u305b\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4f5c\u696d\u54e1\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u4fdd\u6709\u3059\u308b\u8cc7\u683c\u3001\u305d\u3057\u3066\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3067\u3059\u3002\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u306b\u306f\u3001**\u53d7\u8a3a\u65e5\u306e\u307b\u304b\u306b\u691c\u67fb\u306e\u7d50\u679c\u3068\u533b\u5e2b\u306e\u6240\u898b\u304c\u8f09\u3063\u3066\u3044\u307e\u3059\u3002**\n\n1. **\u5065\u8a3a\u306e\u7d50\u679c\u306e\u6b04\u3092\u51e6\u7406\u306e\u5916\u306b\u7f6e\u304f** \u2026 \u70b9\u691c\u306b\u8981\u308b\u306e\u306f\u6c0f\u540d\u3068\u53d7\u8a3a\u65e5\u3060\u3051\u3067\u3059\u3002**\u8986\u3044\u96a0\u3057\u305f\u753b\u50cf\u3060\u3051\u3092 Form Parser \u3068\u751f\u6210AI\u306b\u6e21\u3057\u3001\u8986\u3046\u524d\u306e\u753b\u50cf\u306f\u539f\u672c\u3068\u3057\u3066\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u6b8b\u3059\u3060\u3051\u306b\u3057\u307e\u3059**\n2. **\u51e6\u7406\u3059\u308b\u5730\u57df\u3092\u5148\u306b\u6c7a\u3081\u308b** \u2026 Document AI \u306f `us`\u3001`eu`\u3001`asia-southeast1` \u306a\u3069\u306e\u5730\u57df\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002**\u4f5c\u696d\u54e1\u306e\u500b\u4eba\u60c5\u5831\u3092\u3069\u3053\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u3092\u3001\u793e\u5185\u306e\u898f\u7a0b\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059**\n3. **\u3053\u306e\u69cb\u6210\u306f\u5c31\u696d\u306e\u53ef\u5426\u3092\u6c7a\u3081\u306a\u3044** \u2026 \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u533a\u5206\u306f\u52b4\u50cd\u5c40\u306e\u4e00\u89a7\u8868\u3092\u3082\u3068\u306b\u3057\u305f\u81ea\u793e\u306e\u8868\u3067\u6c7a\u3081\u3001**\u5c31\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u306f\u73fe\u5834\u306e\u8cac\u4efb\u8005\u304c\u5224\u65ad\u3057\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u66f8\u985e\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\n4. **\u5199\u3057\u306e\u771f\u507d\u306f\u78ba\u304b\u3081\u3089\u308c\u306a\u3044** \u2026 \u5199\u3057\u304c\u672c\u4eba\u306e\u3082\u306e\u304b\u3001\u8a3c\u304c\u672c\u7269\u304b\u306f\u5199\u3057\u304b\u3089\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u65b0\u898f\u5165\u5834\u8005\u6559\u80b2\u3067\u672c\u4eba\u3068\u539f\u672c\u3092\u78ba\u304b\u3081\u308b\u5de5\u7a0b\u3092\u6b8b\u3057\u307e\u3059**\n5. **\u5dee\u3057\u623b\u3057\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u307e\u3059\u3002**\u8aa4\u3063\u305f\u5dee\u3057\u623b\u3057\u306f\u3001\u305d\u306e\u5354\u529b\u4f1a\u793e\u306e\u4f5c\u696d\u54e1\u306e\u5165\u5834\u3092\u6b62\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4e0d\u8db3\u3092\u898b\u843d\u3068\u3057\u3066\u5165\u5834\u3055\u305b\u308b\u3053\u3068\u3068\u3001\u305d\u308d\u3063\u3066\u3044\u308b\u4f5c\u696d\u54e1\u3092\u5dee\u3057\u623b\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u7121\u3044\u300d\u3068\u300c\u8aad\u3081\u306a\u3044\u300d\u306e\u533a\u5225\u304b\u3089\u51fa\u3066\u3044\u308b\u306e\u3067\u3001**\u305d\u3053\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u3001\u6700\u5f8c\u306e\u78ba\u304b\u3081\u306f\u539f\u672c\u3092\u898b\u308b\u5de5\u7a0b\u306b\u6b8b\u3057\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u73fe\u5834\u3092\u540c\u6642\u306b\u52d5\u304b\u3057\u3001\u5354\u529b\u4f1a\u793e\u304b\u3089\u6bce\u6708\u6570\u767e\u4eba\u5206\u306e\u4f5c\u696d\u54e1\u540d\u7c3f\u3068\u8cc7\u683c\u8005\u8a3c\u30fb\u4fee\u4e86\u8a3c\u30fb\u5065\u5eb7\u8a3a\u65ad\u306e\u5199\u3057\u3092\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u7dcf\u5408\u5efa\u8a2d\u696d\u30fb\u8a2d\u5099\u5de5\u4e8b\u696d\u3002\u91cd\u6a5f\u3084\u7389\u639b\u3051\u3001\u9ad8\u6240\u4f5c\u696d\u8eca\u306a\u3069\u8cc7\u683c\u306e\u8981\u308b\u4f5c\u696d\u304c\u591a\u304f\u3001\u5165\u5834\u524d\u306e\u66f8\u985e\u306e\u70b9\u691c\u3092\u73fe\u5834\u306e\u5de5\u4e8b\u62c5\u5f53\u3084\u4e8b\u52d9\u304c\u76ee\u8996\u3067\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5de5\u5834\u306e\u69cb\u5185\u5de5\u4e8b\u3084\u7269\u6d41\u5009\u5eab\u306e\u8a2d\u5099\u66f4\u65b0\u3067\u3001\u5916\u90e8\u306e\u4f5c\u696d\u8005\u3092\u5b9a\u671f\u7684\u306b\u53d7\u3051\u5165\u308c\u308b\u88fd\u9020\u696d\u30fb\u7269\u6d41\u696d\u306b\u3082\u5f53\u3066\u306f\u307e\u308b\u3002","not_recommended_for":"\u5354\u529b\u4f1a\u793e\u304c\u6570\u793e\u306b\u9650\u3089\u308c\u3001\u5165\u5834\u3059\u308b\u4f5c\u696d\u54e1\u304c\u307b\u307c\u56fa\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5efa\u8a2d\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u4f5c\u696d\u54e1\u306e\u8cc7\u683c\u3068\u5065\u5eb7\u8a3a\u65ad\u306e\u60c5\u5831\u304c\u3059\u3067\u306b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u305d\u308d\u3044\u3001\u7d19\u3084\u5199\u3057\u3092\u8aad\u3080\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u3002\u305d\u306e\u4f5c\u696d\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u304c\u4f55\u304b\u3001\u5c31\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u3068\u3044\u3046\u5b89\u5168\u885b\u751f\u4e0a\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u5834\u5408\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u4f5c\u696d\u3068\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3092\u4f5c\u308b**\n\n\u5b89\u5168\u7ba1\u7406\u306e\u90e8\u7f72\u3068\u3001\u73fe\u5834\u3067\u591a\u3044\u4f5c\u696d\u306e\u533a\u5206\u309210\u307b\u3069\u6319\u3052\u3001\u5fc5\u8981\u306a\u514d\u8a31\u30fb\u6280\u80fd\u8b1b\u7fd2\u30fb\u7279\u5225\u6559\u80b2\u3068\u6a5f\u68b0\u306e\u5927\u304d\u3055\u306e\u5883\u76ee\u3092\u66f8\u304d\u307e\u3059\u3002**\u5883\u76ee\u306e\u6570\u5b57\u306f\u52b4\u50cd\u5c40\u306e\u4e00\u89a7\u8868\u304b\u3089\u5199\u3057\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u4eba\u5206\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u540d\u7c3f\u304b\u30895\u793e\u30fb30\u4eba\u5206\u3092\u9078\u3073\u3001\u5065\u8a3a\u306e\u7d50\u679c\u306e\u6b04\u3092\u7d19\u3067\u96a0\u3057\u3066\u304b\u3089\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u4f5c\u696d\u54e1\u3054\u3068\u306e\u8868\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u5dee\u3057\u623b\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u8cc7\u683c\u306e\u8981\u5426\u3092\u52dd\u624b\u306b\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u53d7\u8a3a\u65e5\u306e\u57fa\u6e96\u3068\u5dee\u3057\u623b\u3057\u306e\u66f8\u304d\u65b9\u3092\u6c7a\u3081\u308b**\n\n**\u53d7\u8a3a\u65e5\u3092\u3044\u3064\u307e\u3067\u53d7\u3051\u4ed8\u3051\u308b\u304b\u3001\u3069\u306e\u4f5c\u696d\u30926\u304b\u6708\u4ee5\u5185\u306e\u57fa\u6e96\u3067\u898b\u308b\u304b\u3092\u3001\u5b89\u5168\u885b\u751f\u306e\u62c5\u5f53\u3068\u6c7a\u3081\u307e\u3059\u3002** \u5dee\u3057\u623b\u3057\u306e\u9023\u7d61\u306e\u3072\u306a\u5f62\u3082\u4f5c\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u5224\u5b9a\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n1\u3064\u306e\u73fe\u5834\u306e\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\u3092\u5bfe\u8c61\u306b\u3001OCR\u3001\u53d6\u308a\u51fa\u3057\u3001\u8868\u3068\u306e\u7167\u5408\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u62c5\u5f53\u8005\u304c\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5065\u8a3a\u306e\u6b04\u306e\u8986\u3044\u96a0\u3057\u3068\u54c1\u8cea\u306b\u3088\u308b\u64ae\u308a\u76f4\u3057\u306e\u5224\u5b9a\u3092\u8db3\u3057\u3001\u5bfe\u8c61\u306e\u73fe\u5834\u3092\u5e83\u3052\u307e\u3059\u3002\u8868\u306b\u7121\u3044\u4f5c\u696d\u306e\u547c\u3073\u65b9\u3092\u6bce\u9031\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5dee\u3057\u623b\u3057\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4eba\u52066\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8868\u306b\u7121\u3044\u4f5c\u696d\u306e `needs_human` \u304c\u9031\u306b\u6570\u4ef6\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0380","UC-0422","UC-0076","UC-0164"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Enterprise Document OCR \u3068 Form Parser \u304c\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u306e\u30da\u30fc\u30b8\u306e\u4e0a\u9650\u304c15\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306f Enterprise Document OCR \u304c500\u3001Form Parser \u304c100\u3067\u3042\u308b\u3053\u3068\u3002Custom Extractor \u306e\u751f\u6210AI\u306b\u3088\u308b\u62bd\u51fa\u306f\u6b63\u5f0f\u306a\u5bfe\u5fdc\u304c\u82f1\u8a9e\u306e\u307f\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-06 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u304c `enableImageQualityScores` \u3067\u6709\u52b9\u306b\u306a\u308a\u30010\u304b\u30891\uff081\u304c\u5b8c\u5168\u306a\u54c1\u8cea\uff09\u3067\u8fd4\u308b\u3053\u3068\u30020.5\u3092\u4e0b\u56de\u308b\u3068\u3001\u307c\u3051\u30fb\u30ce\u30a4\u30ba\u30fb\u6697\u3055\u30fb\u8584\u3055\u30fb\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u30fb\u66f8\u985e\u306e\u5207\u308c\u30fb\u6587\u5b57\u306e\u5207\u308c\u30fb\u53cd\u5c04\u306e8\u7a2e\u985e\u306e\u4e0d\u5177\u5408\u304c\u691c\u51fa\u3055\u308c\u308b\u3053\u3068\u3002`languageHints` \u306b BCP-47 \u306e\u8a00\u8a9e\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u624b\u66f8\u304d\u306e\u691c\u51fa\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068 | [Google Cloud: Enterprise Document OCR](https:\/\/docs.cloud.google.com\/document-ai\/docs\/enterprise-document-ocr) | 2026-10-06 |\n| Form Parser \u304c\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u4e00\u822c\u7684\u306a\u9805\u76ee\u3001\u8868\u3001\u9078\u629e\u30de\u30fc\u30af\uff08\u30c1\u30a7\u30c3\u30af\u6b04\uff09\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3002\u8868\u306f\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u7121\u3044\u5358\u7d14\u306a\u8868\u304c\u5bfe\u8c61\u3067\u3042\u308b\u3053\u3068\u3002\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u3067\u8ffd\u52a0\u306e\u5b66\u7fd2\u304c\u3067\u304d\u306a\u3044\u3053\u3068 | [Google Cloud: Form Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-06 |\n| \u6b04\u304c `formFields` \u306e `fieldName` \u3068 `fieldValue` \u3067\u8fd4\u308a\u3001`confidence` \u304c\u4ed8\u304f\u3053\u3068\u3002\u8868\u304c `headerRows` \u3068 `bodyRows` \u3067\u8fd4\u308a\u3001\u30bb\u30eb\u306b `rowSpan` \u3068 `colSpan` \u304c\u4ed8\u304d\u3001\u901a\u5e38\u306e\u8868\u3067\u306f1\u3067\u3042\u308b\u3053\u3068\u3002\u30c1\u30a7\u30c3\u30af\u6b04\u304c `filled_checkbox` \uff0f `unfilled_checkbox` \u3067\u8fd4\u308b\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-06 |\n| \u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u306e\u5f62\u5f0f\u304c PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3001HEIC \u304c\u542b\u307e\u308c\u306a\u3044\u3053\u3068\u3002\u975e\u53ef\u9006\u306e\u5f62\u5f0f\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u5c0f\u3055\u304f\u3059\u308b\u3068\u753b\u50cf\u306e\u54c1\u8cea\u3068\u7d50\u679c\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u3046\u308b\u3053\u3068\u3002\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u826f\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Supported files](https:\/\/docs.cloud.google.com\/document-ai\/docs\/file-types) | 2026-10-06 |\n| Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u304c `response_format` \u306b `mime_type`\uff08`application\/json`\uff09\u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3044\u3001`enum`\u3001`required`\u3001`format`\uff08`date` \u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3002\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u304c\u8fd4\u3063\u3066\u3082\u3001\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u78ba\u304b\u3081\u308b\u3088\u3046\u6848\u5185\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Google AI for Developers: Structured output](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-10-06 |\n| \u8eca\u4e21\u7cfb\u5efa\u8a2d\u6a5f\u68b0\u304c\u6a5f\u4f53\u91cd\u91cf3\u30c8\u30f3\u4ee5\u4e0a\u3067\u6280\u80fd\u8b1b\u7fd2\u30013\u30c8\u30f3\u672a\u6e80\u304c\u7279\u5225\u6559\u80b2\u3067\u3042\u308b\u3053\u3068\u3002\u7389\u639b\u3051\u304c1\u30c8\u30f3\u4ee5\u4e0a\u3001\u9ad8\u6240\u4f5c\u696d\u8eca\u304c\u4f5c\u696d\u5e8a\u306e\u9ad8\u305510\u30e1\u30fc\u30c8\u30eb\u4ee5\u4e0a\u3067\u6280\u80fd\u8b1b\u7fd2\u3067\u3042\u308b\u3053\u3068 | [\u9759\u5ca1\u52b4\u50cd\u5c40: \u8cc7\u683c\u304c\u5fc5\u8981\u306a\u696d\u52d9\uff08\u514d\u8a31\u30fb\u6280\u80fd\u8b1b\u7fd2\uff09\u4e00\u89a7\u8868](https:\/\/jsite.mhlw.go.jp\/shizuoka-roudoukyoku\/content\/contents\/002691580.pdf) | 2026-10-06 |\n| \u96c7\u5165\u6642\u306e\u5065\u5eb7\u8a3a\u65ad\uff08\u5b89\u885b\u5247\u7b2c43\u6761\uff09\u3001\u5b9a\u671f\u306e\u5065\u5eb7\u8a3a\u65ad\u304c1\u5e74\u4ee5\u5185\u3054\u3068\u306b1\u56de\uff08\u540c\u7b2c44\u6761\uff09\u3001\u7279\u5b9a\u696d\u52d9\u5f93\u4e8b\u8005\u306e\u5065\u5eb7\u8a3a\u65ad\u304c6\u304b\u6708\u4ee5\u5185\u3054\u3068\u306b1\u56de\uff08\u540c\u7b2c45\u6761\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u5065\u5eb7\u8a3a\u65ad\u500b\u4eba\u7968\u30925\u5e74\u9593\u4fdd\u5b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [\u9ad8\u77e5\u52b4\u50cd\u5c40: \u5065\u5eb7\u8a3a\u65ad](https:\/\/jsite.mhlw.go.jp\/kochi-roudoukyoku\/hourei_seido_tetsuzuki\/anzen_eisei\/hourei_seido\/kenkou01.html) | 2026-10-06 |\n\n**\u4f5c\u696d\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u533a\u5206\u3001\u5065\u5eb7\u8a3a\u65ad\u306e\u53d7\u8a3a\u65e5\u306e\u53d7\u3051\u4ed8\u3051\u308b\u671f\u9593\u3001\u5c31\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u306e\u5224\u65ad\u306f\u3001\u6cd5\u4ee4\u3068\u81ea\u793e\u306e\u5b89\u5168\u885b\u751f\u306e\u898f\u7a0b\u3001\u73fe\u5834\u306e\u8cac\u4efb\u8005\u306e\u5224\u65ad\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud\u3001Google AI for Developers\u3001\u90fd\u9053\u5e9c\u770c\u52b4\u50cd\u5c40\u306e\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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