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\u540c\u3058\u4e8b\u696d\u6240\u304b\u308910\u5206\u4ee5\u5185\u306b\u5165\u3063\u305f\u753b\u50cf\u30921\u4ef6\u306e\u5019\u88dc\u3068\u3057\u3066\u675f\u306d\u307e\u3059\u3002**\u675f\u306d\u65b9\u304c\u602a\u3057\u3044\u3082\u306e\u306f\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u304c\u8aad\u307f\u53d6\u308c\u3066\u304b\u3089\u78ba\u5b9a\u3055\u305b\u307e\u3059**\n3. **\u54c1\u8cea\u306e\u78ba\u8a8d** \u2026 \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308a\u3001\u307c\u3051\u3001\u5207\u308c\u3001\u53cd\u5c04\u304c\u8fd4\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\n4. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u6a2a\u5411\u304d\u3084\u9006\u3055\u307e\u306e\u5199\u771f\u3092\u3001\u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u56de\u8ee2\u3055\u305b\u307e\u3059\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u540c\u3058\u8a3c\u306e\u7a2e\u985e\u3001\u540c\u3058\u4ea4\u4ed8\u5e74\u6708\u65e5\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u65e2\u51e6\u7406\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a3c\u306e\u5199\u771f\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u4e0a\u3067\u659c\u3081\u306b\u64ae\u3089\u308c\u3001\u7167\u660e\u304c\u53cd\u5c04\u3057\u3001\u6307\u304c\u6b04\u306b\u304b\u304b\u308a\u307e\u3059\u3002**\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u753b\u50cf\u3092\u8aad\u307f\u53d6\u308a\u306b\u9032\u3081\u308b\u3068\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u65e5\u4ed8\u30921\u6587\u5b57\u8aad\u307f\u9055\u3048\u308b\u3060\u3051\u3067\u3001\u671f\u9650\u306e\u4e00\u89a7\u304c1\u5e74\u305a\u308c\u307e\u3059\u3002** \u64ae\u308a\u76f4\u3057\u306f\u3001\u4e8b\u696d\u6240\u306e\u8077\u54e1\u304c\u305d\u306e\u5834\u3067\u3067\u304d\u308b\u3046\u3061\u306b\u983c\u3080\u306e\u304c\u3044\u3061\u3070\u3093\u65e9\u304f\u6e08\u307f\u307e\u3059\u3002\n\n**\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c\u306b\u306f\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3092\u6dfb\u3048\u307e\u3059\u3002** \u300c\u53cd\u5c04\u300d\u3068\u8fd4\u3063\u305f\u306a\u3089\u7167\u660e\u306e\u4f4d\u7f6e\u3092\u5909\u3048\u308b\u3001\u300c\u66f8\u985e\u306e\u5207\u308c\u300d\u306a\u3089\u5168\u4f53\u304c\u5165\u308b\u3088\u3046\u306b\u64ae\u308b\u3001\u3068**\u76f4\u3057\u65b9\u304c\u5177\u4f53\u7684\u306b\u4f1d\u308f\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8a3c\u306e\u7a2e\u985e\u3092\u5224\u5b9a\u3057\u3001\u6c7a\u3081\u305f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u8aad\u307f\u53d6\u308a\u306e\u8ff7\u3044\u3092\u6b63\u76f4\u306b\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u306e\u7a2e\u985e | \u88ab\u4fdd\u967a\u8005\u8a3c\uff0f\u8ca0\u62c5\u5272\u5408\u8a3c\uff0f\u305d\u308c\u4ee5\u5916 | \u3069\u3061\u3089\u3068\u3082\u8a00\u3048\u306a\u3051\u308c\u3070 `unknown` |\n| \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u30fb\u4fdd\u967a\u8005\u756a\u53f7 | \u6570\u5b57\u306e\u4e26\u3073\u3092\u305d\u306e\u307e\u307e | \u6841\u304c\u6b20\u3051\u3066\u3044\u308c\u3070 `unreadable` |\n| \u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u7b49 | \u8981\u652f\u63f41\u30fb2\u3001\u8981\u4ecb\u8b771\u301c5\u306e\u3044\u305a\u308c\u304b | \u6587\u5b57\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593 | \u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u4ed8 | \u548c\u66a6\u306f\u305d\u306e\u307e\u307e\u8fd4\u3057\u3001\u5909\u63db\u306f\u5f8c\u6bb5\u3067\u884c\u3046 |\n| \u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u3068\u9069\u7528\u671f\u9593 | \u5272\u5408\u3068\u3001\u59cb\u307e\u308a\u30fb\u7d42\u308f\u308a\u306e\u7d44\u3092\u884c\u306e\u6570\u3060\u3051 | \u884c\u306e\u6570\u304c\u78ba\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u7d66\u4ed8\u5236\u9650\u306e\u6b04 | \u8a18\u8f09\u304c\u3042\u308b\u304b\u3001\u7a7a\u6b04\u304b | \u7a7a\u6b04\u304b\u8aad\u3081\u306a\u3044\u304b\u306e\u533a\u5225\u304c\u3064\u304b\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** \u7d66\u4ed8\u5236\u9650\u306e\u6b04\u306f\u7a7a\u6b04\u306a\u306e\u304c\u3075\u3064\u3046\u3067\u3001**\u8a18\u8f09\u304c\u3042\u308c\u3070\u8acb\u6c42\u306e\u6271\u3044\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u300c\u7a7a\u6b04\u300d\u3068\u300c\u8aad\u3081\u306a\u3044\u300d\u3092\u6df7\u305c\u308b\u3068\u3001\u8a18\u8f09\u306e\u3042\u308b\u8a3c\u3092\u7a7a\u6b04\u3068\u3057\u3066\u901a\u3059\u304b\u3001\u7a7a\u6b04\u306e\u8a3c\u3092\u3059\u3079\u3066\u4eba\u306b\u56de\u3059\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002**Form Parser \u306f\u5024\u304c\u7a7a\u306e\u7d44\u3092\u78ba\u5b9f\u306b\u306f\u53d6\u308c\u306a\u3044\u306e\u3067\u3001** \u5168\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u3066\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002\n\n**4\u884c\u76ee\u3067\u548c\u66a6\u3092\u5909\u63db\u3055\u305b\u306a\u3044\u306e\u306f\u3001\u5909\u63db\u306e\u8aa4\u308a\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002** \u300c\u4ee4\u548c8\u5e7410\u670831\u65e5\u300d\u3092\u897f\u66a6\u306b\u76f4\u3059\u4f5c\u696d\u306f\u3001Python \u306e\u8868\u3067\u884c\u3048\u3070\u8aa4\u308a\u304c\u8d77\u304d\u307e\u305b\u3093\u3002**\u751f\u6210AI\u306b\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3092\u305d\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u3069\u306e\u8ca0\u62c5\u5272\u5408\u3067\u8acb\u6c42\u3059\u308b\u304b\u306e\u5224\u65ad | \u8acb\u6c42\u62c5\u5f53\u304c\u3001\u8a3c\u306e\u539f\u672c\u3068\u4fdd\u967a\u8005\u306e\u901a\u77e5\u3067\u6c7a\u3081\u308b |\n| \u904e\u8aa4\u306e\u624b\u7d9a\u304d\u306e\u8981\u5426\u306e\u5224\u65ad | \u9061\u308a\u306e\u5019\u88dc\u3092\u793a\u3059\u307e\u3067\u3002\u624b\u7d9a\u304d\u306f\u8acb\u6c42\u62c5\u5f53\u304c\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u5b8c | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u306e\u6841\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044 |\n| \u30de\u30b9\u30bf\u306e\u5024\u3067\u8aad\u307f\u53d6\u308a\u3092\u88dc\u3046\u3053\u3068 | \u300c\u524d\u3068\u540c\u3058\u306f\u305a\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u5909\u66f4\u304c\u6d88\u3048\u308b |\n| \u65e5\u4ed8\u306e\u8a08\u7b97 | \u548c\u66a6\u306e\u5909\u63db\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306f Python \u3067\u884c\u3046 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8acb\u6c42\u30de\u30b9\u30bf\u306e\u5024\u3092\u4e00\u7dd2\u306b\u6e21\u3059\u3068\u3001AI\u306f\u8aad\u3081\u306a\u304b\u3063\u305f\u6b04\u3092\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u3081\u3001**\u5dee\u5206\u304c\u7121\u3044\u3068\u3044\u3046\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u6bb5\u968e\u3067\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\u6bd4\u3079\u308b\u306e\u306f\u5f8c\u6bb5\u306e Python \u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4ecb\u8b77\u4e8b\u696d\u6240\u306e\u8acb\u6c42\u62c5\u5f53\u3068\u3057\u3066\u3001\u5229\u7528\u8005\u306e\u4fdd\u967a\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u8aad\u307f\u53d6\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u5168\u6587\u3068\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u88ab\u4fdd\u967a\u8005\u8a3c\uff0f\u8ca0\u62c5\u5272\u5408\u8a3c\uff0f\u305d\u308c\u4ee5\u5916\uff09\u3002\n2. \u66f8\u985e\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u3001\u6c7a\u3081\u3089\u308c\u305f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u306f\u3001\u9069\u7528\u671f\u9593\u3068\u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u306e\u7d44\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u884c\u306e\u6570\u3060\u3051\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u884c\u306e\u6570\uff08period_count\uff09\u3092\u5fc5\u305a\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- blank ........ \u6b04\u306f\u3042\u308b\u304c\u3001\u5024\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5024\u306e\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- \u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3092\u3001\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6570\u5b57\u306e\u6841\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3084\u65e5\u4ed8\u306e\u4e00\u90e8\u304c\u8aad\u3081\u306a\u3044\u5834\u5408\u3001\u8aad\u3081\u305f\u90e8\u5206\u3060\u3051\u3067\u57cb\u3081\u305a unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d66\u4ed8\u5236\u9650\u306e\u6b04\u306f\u3001\u7a7a\u6b04\u306a\u3089 blank\u3001\u8aad\u3081\u306a\u3051\u308c\u3070 unreadable \u3067\u3059\u3002\n  \u7a7a\u6b04\u304b\u3069\u3046\u304b\u5206\u304b\u3089\u306a\u3044\u3068\u304d\u306b blank \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u306f\u3001\u8981\u652f\u63f41\u30fb\u8981\u652f\u63f42\u30fb\u8981\u4ecb\u8b771\u301c5\u306e\u8868\u8a18\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u304c\u88ab\u4fdd\u967a\u8005\u8a3c\u3067\u3082\u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u3082\u306a\u3044\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u5229\u7528\u8005\u306e\u8a3c\u304c1\u3064\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001multiple_persons \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010OCR\u306e\u5168\u6587\u3011{ocr_text}\n\u3010\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3011{kv_pairs}\n\u3010\u8868\u3011{tables}\n```\n\n**\u300c\u884c\u306e\u6570\u3092\u5fc5\u305a\u8fd4\u3059\u300d\u3092\u6307\u793a\u3057\u306a\u3044\u3068\u3001\u8ca0\u62c5\u5272\u5408\u8a3c\u306e2\u884c\u76ee\u304c\u843d\u3061\u307e\u3059\u3002** \u9069\u7528\u671f\u9593\u304c2\u3064\u4e26\u3093\u3060\u8a3c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u76ee\u7acb\u3064\u307b\u3046\u306e1\u884c\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\u3002**\u884c\u306e\u6570\u3092\u5225\u306e\u9805\u76ee\u3067\u8fd4\u3055\u305b\u308c\u3070\u3001Python \u3067\u300c\u884c\u306e\u6570\u3068\u8fd4\u3057\u305f\u7d44\u306e\u6570\u304c\u5408\u3046\u304b\u300d\u3092\u7167\u5408\u3067\u304d\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u898b\u843d\u3068\u3057\u3092\u3001\u6a5f\u68b0\u3067\u6b62\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u300c\u7a7a\u6b04\u304b\u5206\u304b\u3089\u306a\u3044\u3068\u304d\u306b blank \u3092\u9078\u3070\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u691c\u51fa\u3055\u308c\u305f\u6587\u5b57\u304c\u7121\u3044\u6b04\u3092 blank \u306b\u3057\u307e\u3059\u3002**\u6587\u5b57\u304c\u7121\u3044\u306e\u304b\u3001\u5199\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u306f\u5225\u306e\u3053\u3068\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file_ids\": [\"\"],\n  \"document_type\": \"insured_card | copay_card | other | unknown\",\n  \"multiple_persons\": false,\n  \"insured_no\": { \"value\": \"\", \"status\": \"ok | blank | unreadable | ambiguous\" },\n  \"insurer_no\": { \"value\": \"\", \"status\": \"\" },\n  \"care_level\": { \"value\": \"\", \"status\": \"\" },\n  \"cert_period\": { \"start\": \"\", \"end\": \"\", \"status\": \"\" },\n  \"benefit_restriction\": { \"value\": \"\", \"status\": \"\" },\n  \"copay_periods\": [\n    { \"ratio\": \"\", \"start\": \"\", \"end\": \"\", \"status\": \"\" }\n  ],\n  \"period_count\": 0\n}\n```\n\nGemini API \u306b\u306f\u3001\u3053\u306e\u5f62\u306e JSON Schema \u3092\u6e21\u3057\u3066\u3001**\u305d\u306e\u5f62\u306b\u6cbf\u3063\u305f\u51fa\u529b\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u3082\u3001\u51fa\u529b\u304c\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u3067\u3042\u3063\u3066\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u5fc5\u305a\u691c\u8a3c\u3059\u308b**\u3088\u3046\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u8aad\u307f\u53d6\u308a\u3068\u5dee\u5206\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306eJSON\u306fAI\u304c\u57cb\u3081\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u6bd4\u8f03\u306f Python \u304c\u884c\u3044\u307e\u3059\u3002Python \u306f\u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3057\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u5229\u7528\u8005\u3092\u7279\u5b9a\u3057\u3001\u9805\u76ee\u3054\u3068\u306b `same` \uff0f `changed` \uff0f `new` \u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5dee\u5206\u306e\u6271\u3044 | \u6761\u4ef6\uff08\u898f\u5247\u306e\u4f8b\uff09 |\n|:--|:--|\n| `auto_ready` | \u3059\u3079\u3066\u306e\u9805\u76ee\u304c `ok`\u3001\u5dee\u5206\u304c `changed` \u304b `new`\u3001\u9061\u308a\u306a\u3057 |\n| `retro_check` | \u8ca0\u62c5\u5272\u5408\u304b\u8981\u4ecb\u8b77\u5ea6\u306e\u9069\u7528\u306e\u59cb\u307e\u308a\u304c\u3001\u8acb\u6c42\u6e08\u307f\u306e\u6708\u306b\u304b\u304b\u308b |\n| `needs_human` | `unreadable` \u304b `ambiguous` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001`period_count` \u3068\u8fd4\u3057\u305f\u7d44\u306e\u6570\u304c\u5408\u308f\u306a\u3044\u3001\u5229\u7528\u8005\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044 |\n| `no_change` | \u3059\u3079\u3066\u306e\u9805\u76ee\u304c `same` |\n\n**2\u3064\u76ee\u306f\u3001\u671f\u9650\u306e\u8a08\u7b97\u3092\u540c\u3058\u30c7\u30fc\u30bf\u304b\u3089\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u3001\u8ca0\u62c5\u5272\u5408\u306e\u9069\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u3092\u897f\u66a6\u306b\u76f4\u3057\u3001**\u4eca\u65e5\u304b\u3089\u306e\u65e5\u6570\u3067\u671f\u9650\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306e\u533a\u5207\u308a\uff08\u305f\u3068\u3048\u307090\u65e5\u4ee5\u5185\u300160\u65e5\u4ee5\u5185\uff09\u306f\u6cd5\u4eba\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`status` \u304c\u3042\u308b\u3053\u3068\u3067\u627f\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u8acb\u6c42\u62c5\u5f53\u306f\u3001`ok` \u306e\u3082\u306e\u306f\u5024\u3092\u6d41\u3057\u898b\u3066\u627f\u8a8d\u3057\u3001\u305d\u308c\u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u300c\u53d7\u4ed8\u300d\u306e\u76e3\u8996\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u79fb\u52d5 | \u8a3c\u306e\u30b3\u30d4\u30fc\u306e\u53d7\u3051\u53d6\u308a |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\u3001\u4ef6\u6570\u306e\u591a\u3044\u6642\u671f\u306f\u30d0\u30c3\u30c1\uff09 | \u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u5168\u6587\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a3c\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057 |\n| \u8acb\u6c42\u30de\u30b9\u30bf | \u4ecb\u8b77\u30bd\u30d5\u30c8\u304b\u3089\u6bce\u671d\u66f8\u304d\u51fa\u3057\u305f\u5229\u7528\u8005\u60c5\u5831\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5dee\u5206\u306e\u6bd4\u8f03 |\n| \u4ecb\u8b77\u30bd\u30d5\u30c8 | \u5229\u7528\u8005\u60c5\u5831\u306e\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\uff08\u4eba\u304c\u53d6\u308a\u8fbc\u3080\uff09 | \u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051 |\n| \u671f\u9650\u306e\u4e00\u89a7 | \u4e8b\u696d\u6240\u3054\u3068\u306e\u8868\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f | \u6bce\u9031\u306e\u66f4\u65b0 |\n\n**\u4ecb\u8b77\u30bd\u30d5\u30c8\u3078\u306f\u3001\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a\u3001**\u8acb\u6c42\u62c5\u5f53\u304c\u4e2d\u8eab\u3092\u898b\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u627f\u8a8d\u3068\u53d6\u308a\u8fbc\u307f\u306e\u3042\u3044\u3060\u306b\u4eba\u304c\u5165\u308b\u3053\u3068\u3067\u3001\u53d6\u308a\u8fbc\u307f\u306e\u76f4\u524d\u306b\u5225\u306e\u62c5\u5f53\u8005\u304c\u624b\u3067\u5165\u529b\u3057\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u91cd\u306a\u308a\u306b\u3082\u6c17\u3065\u3051\u307e\u3059\u3002\n\n**\u671f\u9650\u306e\u4e00\u89a7\u306f\u3001\u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3066\u7f6e\u304d\u307e\u3059\u3002** \u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u3084\u7ba1\u7406\u8005\u306f\u3001\u81ea\u5206\u306e\u4e8b\u696d\u6240\u306e\u5229\u7528\u8005\u3060\u3051\u3092\u898b\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\u4ed6\u306e\u4e8b\u696d\u6240\u306e\u5229\u7528\u8005\u306e\u60c5\u5831\u304c\u898b\u3048\u308b\u4e00\u89a7\u306b\u306f\u3057\u307e\u305b\u3093\u3002**","human_review":"**\u8acb\u6c42\u62c5\u5f53\u304c\u898b\u308b\u9806\u756a\u3092\u3001\u5dee\u5206\u306e\u6271\u3044\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u3067\u8a72\u5f53\u306e\u6b04\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u591a\u304f\u306f\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3067\u89e3\u6c7a\u3057\u307e\u3059**\n2. **`retro_check` \u3092\u898b\u308b** \u2026 \u9061\u308a\u304c\u3042\u308b\u5dee\u5206\u3067\u3059\u3002**\u8a3c\u306e\u539f\u672c\u306e\u78ba\u8a8d\u3068\u3001\u904e\u53bb\u306e\u8acb\u6c42\u306e\u8abf\u6574\u304c\u8981\u308b\u304b\u3092\u691c\u8a0e\u3057\u307e\u3059**\n3. **`auto_ready` \u3092\u627f\u8a8d\u3059\u308b** \u2026 \u5024\u3092\u4e00\u89a7\u3067\u8aad\u307f\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u7279\u306b\u8ca0\u62c5\u5272\u5408\u306f\u3001\u5fc5\u305a\u753b\u50cf\u3067\u898b\u307e\u3059**\n4. **\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080** \u2026 \u53d6\u308a\u8fbc\u3093\u3060\u4ef6\u6570\u3068\u3001\u627f\u8a8d\u3057\u305f\u4ef6\u6570\u304c\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5024\u306b\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u8ca0\u62c5\u5272\u5408\u3092\u5fc5\u305a\u753b\u50cf\u3067\u898b\u308b\u306e\u306f\u3001\u8aa4\u308a\u306e\u5f71\u97ff\u304c\u3044\u3061\u3070\u3093\u5927\u304d\u3044\u304b\u3089\u3067\u3059\u3002** 1\u5272\u30682\u5272\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u5229\u7528\u8005\u3078\u306e\u8acb\u6c42\u984d\u304c\u500d\u304b\u534a\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u3001\u3053\u306e1\u9805\u76ee\u3060\u3051\u306f\u76ee\u3067\u78ba\u304b\u3081\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u306e\u5224\u65ad\u306f\u3001\u8acb\u6c42\u62c5\u5f53\u306e\u4ed5\u4e8b\u3067\u3059\u3002** \u6749\u4e26\u533a\u306e\u4e8b\u696d\u8005\u5411\u3051\u306e\u6848\u5185\u3067\u306f\u3001\u9061\u3063\u3066\u8ca0\u62c5\u5272\u5408\u304c\u5909\u308f\u3063\u305f\u5834\u5408\u3001\u4e8b\u696d\u8005\u306f\u5229\u7528\u8005\u3068\u306e\u5dee\u984d\u306e\u8abf\u6574\u3068\u3001\u56fd\u4fdd\u9023\u3078\u306e\u4ecb\u8b77\u7d66\u4ed8\u8cbb\u306e\u904e\u8aa4\u306e\u518d\u8acb\u6c42\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001\u305d\u306e\u5019\u88dc\u3092\u6f0f\u308c\u306a\u304f\u62fe\u3046\u3068\u3053\u308d\u307e\u3067\u3092\u53d7\u3051\u6301\u3061\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c\u4f4e\u304f\u3001\u307c\u3051\u30fb\u5207\u308c\u30fb\u53cd\u5c04\u304c\u8fd4\u308b | \u300c\u64ae\u308a\u76f4\u3057\u300d\u3078\u79fb\u3057\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3092\u6dfb\u3048\u3066\u4e8b\u696d\u6240\u306b\u4f9d\u983c\u3059\u308b |\n| \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u5229\u7528\u8005\u3092\u7279\u5b9a\u305b\u305a `needs_human`\u3002**\u6c0f\u540d\u3067\u5f15\u304d\u5f53\u3066\u306a\u3044** |\n| \u8acb\u6c42\u30de\u30b9\u30bf\u306b\u7121\u3044\u88ab\u4fdd\u967a\u8005\u756a\u53f7 | \u65b0\u3057\u3044\u5229\u7528\u8005\u304b\u3001\u756a\u53f7\u306e\u5909\u66f4\u304b\u3092\u8acb\u6c42\u62c5\u5f53\u304c\u78ba\u304b\u3081\u308b |\n| \u8907\u6570\u306e\u5229\u7528\u8005\u306e\u8a3c\u304c1\u679a\u306b\u5199\u3063\u3066\u3044\u308b | `multiple_persons` \u3092\u898b\u3066\u30011\u4eba\u305a\u3064\u64ae\u308a\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u8a3c\u3067\u306a\u3044\u66f8\u985e\u304c\u6df7\u3056\u308b\uff08\u8a8d\u5b9a\u306e\u7d50\u679c\u901a\u77e5\u306a\u3069\uff09 | `document_type` \u3092\u898b\u3066\u3001\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u884c\u306e\u6570\u304c\u5408\u308f\u306a\u3044 | `needs_human`\u3002**2\u884c\u76ee\u306e\u898b\u843d\u3068\u3057\u3092\u7591\u3046** |\n| \u540c\u3058\u8a3c\u304c\u4e8c\u5ea6\u5165\u308b | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u30fb\u8a3c\u306e\u7a2e\u985e\u30fb\u4ea4\u4ed8\u5e74\u6708\u65e5\u3067\u7167\u5408\u3057\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u306a\u3044 |\n| \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u304c\u3059\u3067\u306b\u5207\u308c\u3066\u3044\u308b\u8a3c\u304c\u5c4a\u304f | \u53e4\u3044\u8a3c\u306e\u53ef\u80fd\u6027\u3002**\u65b0\u3057\u3044\u8a3c\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u4e8b\u696d\u6240\u306b\u78ba\u304b\u3081\u308b** |\n| OCR\u3084\u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u53d7\u4ed8\u300d\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**2\u884c\u76ee\u3067\u6c0f\u540d\u3092\u4f7f\u308f\u306a\u3044\u306e\u306f\u3001\u540c\u59d3\u540c\u540d\u304c\u3044\u308b\u304b\u3089\u3067\u3059\u3002** 700\u540d\u306e\u5229\u7528\u8005\u304c\u3044\u308c\u3070\u3001\u540c\u3058\u8aad\u307f\u306e\u6c0f\u540d\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002**\u5229\u7528\u8005\u306e\u7279\u5b9a\u3092\u8aa4\u308b\u3068\u3001\u5225\u306e\u4eba\u306e\u8ca0\u62c5\u5272\u5408\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002**\n\n**\u6700\u521d\u306e\u884c\u304c\u3001\u4ef6\u6570\u306e\u3044\u3061\u3070\u3093\u591a\u3044\u4f8b\u5916\u3067\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u8a3c\u306e\u64ae\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308a\u65b9\u306e\u624b\u5f15\u304d\u30921\u679a\u4f5c\u3063\u3066\u4e8b\u696d\u6240\u306b\u914d\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u3044\u3058\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u8a3c\u306e\u30b3\u30d4\u30fc\u306e\u539f\u672c\u306e\u753b\u50cf\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4e8b\u696d\u6240\n- OCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\uff08\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u5168\u6587\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u4fe1\u983c\u5ea6\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u30e2\u30c7\u30eb\u306e\u540d\u524d\n- \u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u66f8\u304d\u51fa\u3057\u306e\u65e5\u6642\u3068\u3001\u5dee\u5206\u306e\u5185\u5bb9\n- **\u627f\u8a8d\u3057\u305f\u4eba\u3001\u627f\u8a8d\u3057\u305f\u65e5\u6642\u3001\u627f\u8a8d\u306e\u524d\u306b\u76f4\u3057\u305f\u9805\u76ee\u3068\u5024**\n- \u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\u3068\u4ef6\u6570\n- \u64ae\u308a\u76f4\u3057\u3092\u4f9d\u983c\u3057\u305f\u65e5\u6642\u3068\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3001\u64ae\u308a\u76f4\u3055\u308c\u305f\u753b\u50cf\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3067\u300c\u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u30de\u30b9\u30bf\u306e\u65e5\u6642\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u5206\u306e\u610f\u5473\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u624b\u5165\u529b\u3068\u53d6\u308a\u8fbc\u307f\u304c\u91cd\u306a\u3063\u305f\u3068\u304d\u3001\u3069\u3061\u3089\u304c\u5148\u3060\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001**\u8aa4\u3063\u305f\u5024\u304c\u3069\u3053\u304b\u3089\u5165\u3063\u305f\u304b\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u4e8b\u696d\u6240\u3078\u306e\u624b\u5f15\u304d\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u4e8b\u696d\u6240\u3067\u300c\u53cd\u5c04\u300d\u304c\u7d9a\u304f\u306a\u3089\u3001\u64ae\u308b\u5834\u6240\u306e\u7167\u660e\u306b\u7406\u7531\u304c\u3042\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":3,"assumption_frequency":180,"assumption_workdays":20,"volume_month":180,"before_minutes_per_case":10,"after_minutes_per_case":3,"hourly_cost":3000,"before_hours_month":30,"after_hours_month":9,"saved_hours_month":21,"reduction_rate":70,"saved_hours_year":252,"annual_cost_effect":756000,"summary":"\u4e8b\u696d\u6240\u304b\u3089\u5c4a\u304f\u5229\u7528\u8005\u306e\u4ecb\u8b77\u4fdd\u967a\u88ab\u4fdd\u967a\u8005\u8a3c\u3068\u4ecb\u8b77\u4fdd\u967a\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u8aad\u307f\u53d6\u308a\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u8981\u4ecb\u8b77\u5ea6\u30fb\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u30fb\u8ca0\u62c5\u5272\u5408\u3068\u7167\u3089\u3057\u3066\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3060\u3051\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002","before_flow":"1. \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u3063\u305f\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u958b\u304d\u3001\u3069\u306e\u5229\u7528\u8005\u306e\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u308b\n2. \u4ecb\u8b77\u30bd\u30d5\u30c8\u3067\u5229\u7528\u8005\u306e\u60c5\u5831\u3092\u958b\u304d\u3001\u8a3c\u306e\u8a18\u8f09\u3068\u898b\u6bd4\u3079\u308b\n3. \u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u8ca0\u62c5\u5272\u5408\u3068\u9069\u7528\u671f\u9593\u306a\u3069\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3092\u624b\u3067\u5165\u529b\u3059\u308b\n4. \u671f\u9650\u7ba1\u7406\u8868\u306b\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u9069\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u3092\u66f8\u304d\u5199\u3059\n5. \u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u3092\u6708\u306b\u4e00\u5ea6\u3001\u671f\u9650\u7ba1\u7406\u8868\u304b\u3089\u62fe\u3044\u3001\u4e8b\u696d\u6240\u306e\u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u3084\u7ba1\u7406\u8005\u306b\u77e5\u3089\u305b\u308b\n\n**\uff08a\uff09\u540c\u3058\u5024\u3092\u4e8c\u5ea6\u5165\u529b\u3057\u3066\u3044\u308b\u3002** 3\u756a\u76ee\u3067\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u5165\u308c\u305f\u65e5\u4ed8\u3092\u30014\u756a\u76ee\u3067\u3082\u3046\u4e00\u5ea6\u671f\u9650\u7ba1\u7406\u8868\u306b\u66f8\u304d\u5199\u3057\u3066\u3044\u307e\u3059\u3002**\u4e8c\u5ea6\u306e\u624b\u5165\u529b\u306e\u3069\u3061\u3089\u304b\u3067\u65e5\u4ed8\u3092\u8aa4\u308b\u3068\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u3068\u671f\u9650\u7ba1\u7406\u8868\u304c\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u5165\u529b\u6f0f\u308c\u304c\u8acb\u6c42\u306e\u5f8c\u3067\u5206\u304b\u308b\u3002** \u65b0\u3057\u3044\u88ab\u4fdd\u967a\u8005\u8a3c\u306e\u30b3\u30d4\u30fc\u304c\u5c4a\u3044\u3066\u3044\u3066\u3082\u3001\u5165\u529b\u3092\u5f8c\u56de\u3057\u306b\u3057\u3066\u3044\u308b\u3042\u3044\u3060\u306b\u6708\u672b\u306e\u8acb\u6c42\u304c\u6765\u307e\u3059\u3002**\u53e4\u3044\u8981\u4ecb\u8b77\u5ea6\u3084\u8ca0\u62c5\u5272\u5408\u306e\u307e\u307e\u8acb\u6c42\u3059\u308b\u3068\u3001\u5229\u7528\u8005\u306e\u8ca0\u62c5\u984d\u3092\u8aa4\u308a\u3001\u5f8c\u304b\u3089\u5dee\u984d\u306e\u8abf\u6574\u3068\u904e\u8aa4\u306e\u624b\u7d9a\u304d\u304c\u8981\u308a\u307e\u3059\u3002** \u6749\u4e26\u533a\u306e\u4e8b\u696d\u8005\u5411\u3051\u306e\u6848\u5185\u3082\u3001\u6708\u306b\u4e00\u5ea6\u306f\u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u8ca0\u62c5\u5272\u5408\u3068\u9069\u7528\u671f\u9593\u3092\u78ba\u304b\u3081\u3066\u8acb\u6c42\u4e8b\u52d9\u3092\u884c\u3046\u3088\u3046\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\n\n**\uff08c\uff09\u9014\u4e2d\u306e\u5909\u66f4\u3092\u898b\u843d\u3068\u3059\u3002** \u8ca0\u62c5\u5272\u5408\u8a3c\u306b\u306f\u3001\u6240\u5f97\u306e\u66f4\u6b63\u306a\u3069\u3067\u671f\u9593\u306e\u9014\u4e2d\u304b\u3089\u5272\u5408\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u304c\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u9069\u7528\u671f\u9593\u304c2\u3064\u4e26\u3093\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u8a3c\u3092\u30011\u3064\u76ee\u306e\u884c\u3060\u3051\u898b\u3066\u5165\u529b\u3059\u308b\u3068\u3001** \u5909\u308f\u3063\u305f\u5f8c\u306e\u5272\u5408\u304c\u53cd\u6620\u3055\u308c\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u671f\u9650\u306e\u58f0\u304b\u3051\u304c\u4e8b\u696d\u6240\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u304c\u5207\u308c\u308b\u3068\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u4fdd\u967a\u3067\u5229\u7528\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u66f4\u65b0\u306e\u7533\u8acb\u306f\u6e80\u4e86\u306e60\u65e5\u524d\u304b\u3089\u53d7\u3051\u4ed8\u3051\u3066\u3044\u308b\u81ea\u6cbb\u4f53\u304c\u3042\u308a\u3001**\u305d\u308c\u3088\u308a\u524d\u306b\u6c17\u3065\u3051\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4e8b\u696d\u6240\u306e\u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u306e\u7ba1\u7406\u306b\u983c\u3063\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u3063\u305f\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u958b\u304d\u3001\u3069\u306e\u5229\u7528\u8005\u306e\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u308b","\u4ecb\u8b77\u30bd\u30d5\u30c8\u3067\u5229\u7528\u8005\u306e\u60c5\u5831\u3092\u958b\u304d\u3001\u8a3c\u306e\u8a18\u8f09\u3068\u898b\u6bd4\u3079\u308b","\u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u8ca0\u62c5\u5272\u5408\u3068\u9069\u7528\u671f\u9593\u306a\u3069\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u3092\u624b\u3067\u5165\u529b\u3059\u308b","\u671f\u9650\u7ba1\u7406\u8868\u306b\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u9069\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u3092\u66f8\u304d\u5199\u3059","\u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u3092\u6708\u306b\u4e00\u5ea6\u3001\u671f\u9650\u7ba1\u7406\u8868\u304b\u3089\u62fe\u3044\u3001\u4e8b\u696d\u6240\u306e\u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u3084\u7ba1\u7406\u8005\u306b\u77e5\u3089\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u4e8b\u696d\u6240\u306e\u8077\u54e1\u304c\u3001\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u300c\u53d7\u4ed8\u300d\u306b\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u8ffd\u52a0\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u753b\u50cf\u306e\u5f62\u5f0f\u3068\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u3067\u753b\u50cf\u306e\u54c1\u8cea\u3092\u78ba\u304b\u3081\u3001\u307c\u3051\u3084\u5207\u308c\u306e\u3042\u308b\u3082\u306e\u306f\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3068\u5168\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u751f\u6210AI\u3067\u8a3c\u306e\u7a2e\u985e\u3068\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u5229\u7528\u8005\u3092\u7279\u5b9a\u3057\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u5024\u3068\u7167\u3089\u3057\u3066\u5dee\u5206\u3092\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u9069\u7528\u671f\u9593\u306e\u59cb\u307e\u308a\u304c\u904e\u53bb\u306e\u6708\u306b\u304b\u304b\u308b\u5dee\u5206\u306b\u3001\u9061\u308a\u306e\u5019\u88dc\u306e\u5370\u3092\u4ed8\u3051\u308b\n7. **\u3010\u4eba\u3011** \u8acb\u6c42\u62c5\u5f53\u304c\u5dee\u5206\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u8a3c\u306e\u753b\u50cf\u3068\u4e26\u3079\u3066\u627f\u8a8d\u3059\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051\u3092\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3059\u308b\n9. **\u3010\u4eba\u3011** \u8acb\u6c42\u62c5\u5f53\u304c\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u307f\u3001\u9061\u308a\u306e\u5019\u88dc\u306f\u8acb\u6c42\u306e\u8abf\u6574\u3092\u691c\u8a0e\u3059\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u306e\u4e00\u89a7\u3092\u6bce\u9031\u66f4\u65b0\u3057\u3001\u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3066\u5171\u6709\u3059\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u304c\u30de\u30b9\u30bf\u306b\u5165\u308b\u306e\u306f\u3001**\u4eba\u304c\u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051\u3067\u3059\u3002** \u8ca0\u62c5\u5272\u5408\u3092\u8aa4\u3063\u3066\u5165\u308c\u308b\u3068\u3001\u305d\u306e\u307e\u307e\u5229\u7528\u8005\u3078\u306e\u8acb\u6c42\u984d\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u306e\u7cbe\u5ea6\u304c\u3069\u308c\u3060\u3051\u9ad8\u304f\u3066\u3082\u3001\u627f\u8a8d\u3092\u7701\u304f\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n**6\u756a\u76ee\u3067\u9061\u308a\u306e\u5019\u88dc\u3092\u5206\u3051\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u9061\u308a\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u65e5\u4ed8\u304b\u3089\u6a5f\u68b0\u3067\u5206\u304b\u308a\u307e\u3059\u304c\u3001**\u3059\u3067\u306b\u8acb\u6c42\u3057\u305f\u6708\u3092\u3069\u3046\u76f4\u3059\u304b\u306f\u3001\u8acb\u6c42\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u5370\u3092\u4ed8\u3051\u3066\u3001\u5224\u65ad\u306e\u6750\u6599\u3092\u305d\u308d\u3048\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u81ea\u52d5\u306b\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u4e8b\u696d\u6240\u306e\u8077\u54e1\u304c\u3001\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u300c\u53d7\u4ed8\u300d\u306b\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u8ffd\u52a0\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u753b\u50cf\u306e\u5f62\u5f0f\u3068\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u3067\u753b\u50cf\u306e\u54c1\u8cea\u3092\u78ba\u304b\u3081\u3001\u307c\u3051\u3084\u5207\u308c\u306e\u3042\u308b\u3082\u306e\u306f\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3068\u5168\u6587\u3092\u8aad\u307f\u53d6\u308a\u3001\u751f\u6210AI\u3067\u8a3c\u306e\u7a2e\u985e\u3068\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u5229\u7528\u8005\u3092\u7279\u5b9a\u3057\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u5024\u3068\u7167\u3089\u3057\u3066\u5dee\u5206\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u9069\u7528\u671f\u9593\u306e\u59cb\u307e\u308a\u304c\u904e\u53bb\u306e\u6708\u306b\u304b\u304b\u308b\u5dee\u5206\u306b\u3001\u9061\u308a\u306e\u5019\u88dc\u306e\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u8acb\u6c42\u62c5\u5f53\u304c\u5dee\u5206\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u8a3c\u306e\u753b\u50cf\u3068\u4e26\u3079\u3066\u627f\u8a8d\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051\u3092\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u8acb\u6c42\u62c5\u5f53\u304c\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u307f\u3001\u9061\u308a\u306e\u5019\u88dc\u306f\u8acb\u6c42\u306e\u8abf\u6574\u3092\u691c\u8a0e\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u306e\u4e00\u89a7\u3092\u6bce\u9031\u66f4\u65b0\u3057\u3001\u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3066\u5171\u6709\u3059\u308b"],"architecture":"```\n\u88ab\u4fdd\u967a\u8005\u8a3c\u30fb\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u30b3\u30d4\u30fc\uff08\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\uff0f\u30b3\u30d4\u30fc\u6a5f\u306e\u30b9\u30ad\u30e3\u30f3\uff09\n   \u2502\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u300c\u53d7\u4ed8\u300d\u3078\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u8ffd\u52a0\n   \u25bc\nPython \u2500\u2500 \u5f62\u5f0f\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d\u3001HEIC \u2192 JPEG\u3001\u5229\u7528\u8005\u3054\u3068\u306b\u675f\u306d\u308b\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u5168\u6587\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u691c\u51fa\u3055\u308c\u305f\u4e0d\u5177\u5408\n   \u25bc\nGoogle Document AI\uff08Form Parser\uff09\n   \u2502   \u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nGemini API \u2500\u2500 \u8a3c\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3001\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nPython \u2500\u2500 \u5229\u7528\u8005\u306e\u7279\u5b9a\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u5dee\u5206\u3001\u9061\u308a\u306e\u5019\u88dc\u3001\u671f\u9650\u306e\u8a08\u7b97\n   \u25bc\n\u5dee\u5206\u306e\u4e00\u89a7\uff08\u627f\u8a8d\u5f85\u3061\uff09\n   \u25bc\n\u3010\u4eba\u304c\u627f\u8a8d\u3011 \u2500\u2500 \u4ecb\u8b77\u30bd\u30d5\u30c8\u3078\u306e\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb \u2500\u2500 \u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u306e\u4e00\u89a7\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\u8a3c\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff09 | Claude API\u3001OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u5dee\u5206\u3001\u9061\u308a\u306e\u5019\u88dc\u3001\u671f\u9650\u306e\u8a08\u7b97\uff09 | Google Apps Script |\n| \u9023\u643a | Python\uff08\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\uff09 | Power Automate |\n| \u4fdd\u7ba1 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u8a3c\u306e\u30b3\u30d4\u30fc\u306e\u539f\u672c\uff09 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u4ecb\u8b77\u30bd\u30d5\u30c8\u3068\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306f\u3001\u4eca\u306e\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u8a3c\u3092\u8aad\u307f\u3001\u5dee\u5206\u3068\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002**\u4ecb\u8b77\u30bd\u30d5\u30c8\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8acb\u6c42\u62c5\u5f53\u304c\u627f\u8a8d\u3057\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**\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u307e\u3059\u3002** \u5bfe\u5fdc\u5730\u57df\u306f `us`\u3001`eu`\u3001`asia-southeast1` \u306a\u3069\u3067\u3059\u3002\u4e00\u65b9\u3001\u751f\u6210AI\u3092\u4f7f\u3046 Custom Extractor \u306f\u3001\u751f\u6210AI\u3067\u306e\u62bd\u51fa\u3067\u306f**\u6b63\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u304c\u82f1\u8a9e\u3060\u3051**\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u306f\u3001OCR\u306e\u7d50\u679c\u3092 Gemini API \u306b\u6e21\u3057\u3066\u884c\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** \u6587\u66f8\u306e\u8aad\u307f\u3084\u3059\u3055\u3092**0\u304b\u30891\u306e\u54c1\u8cea\u30b9\u30b3\u30a2**\u3067\u8fd4\u3057\u3001**0.5\u3092\u4e0b\u56de\u308b\u3068\u3001\u54c1\u8cea\u3092\u4e0b\u3052\u3066\u3044\u308b\u7406\u7531**\u304c\u8fd4\u308a\u307e\u3059\u3002\u7406\u7531\u306f\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\u3067\u3059\u3002**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u8a3c\u3092\u64ae\u3063\u305f\u3068\u304d\u306b\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\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3068\u3001\u8868\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u88ab\u4fdd\u967a\u8005\u8a3c\u306f\u300c\u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u7b49\u300d\u300c\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u300d\u306e\u3088\u3046\u306b\u6b04\u306e\u540d\u524d\u304c\u5370\u5237\u3055\u308c\u305f\u69d8\u5f0f\u306a\u306e\u3067\u3001**\u6b04\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3067\u53d6\u308c\u307e\u3059\u3002** \u305f\u3060\u3057\u3001**\u5024\u306e\u6b04\u304c\u7a7a\u306e\u3068\u304d\u306e\u7d44\u306f\u78ba\u5b9f\u306b\u306f\u53d6\u308c\u306a\u3044**\u3068\u3055\u308c\u3001\u8868\u306f**\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u7121\u3044\u5358\u7d14\u306a\u8868**\u304c\u5bfe\u8c61\u3067\u3059\u3002\u7a7a\u6b04\u304c\u610f\u5473\u3092\u6301\u3064\u6b04\uff08\u7d66\u4ed8\u5236\u9650\u306a\u3069\uff09\u306f\u3001\u5168\u6587\u304b\u3089\u751f\u6210AI\u306b\u78ba\u304b\u3081\u3055\u305b\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u300c\u53d7\u4ed8\u300d\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4e8b\u696d\u6240\u306e\u8077\u54e1\u306f\u3001\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u53d6\u3063\u305f\u3089\u3059\u3050\u306b\u5165\u308c\u307e\u3059\u3002**\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u5165\u529b\u6f0f\u308c\u304c\u8acb\u6c42\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u3068\u3044\u3046\u4eca\u306e\u554f\u984c\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002**\n\n\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u306b\u5229\u7528\u8005\u3092\u66f8\u3044\u3066\u3082\u3089\u3046\u904b\u7528\u306f\u53d6\u308a\u307e\u305b\u3093\u3002**\u540d\u524d\u306e\u4ed8\u3051\u65b9\u306f\u4e8b\u696d\u6240\u3054\u3068\u306b\u3070\u3089\u3064\u304d\u3001\u8aa4\u308a\u3082\u8d77\u304d\u307e\u3059\u3002** \u5229\u7528\u8005\u306e\u7279\u5b9a\u306f\u3001\u8a3c\u306b\u5370\u5b57\u3055\u308c\u305f\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u300c\u51e6\u7406\u6e08\u307f\u300d\u3078\u79fb\u3057\u3001\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306f\u300c\u64ae\u308a\u76f4\u3057\u300d\u3078\u79fb\u3057\u307e\u3059\u3002** \u79fb\u3059\u306e\u306f\u51e6\u7406\u304c\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u300c\u53d7\u4ed8\u300d\u306b\u6b8b\u3063\u3066\u3044\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u671f\u9650\u306e\u4e00\u89a7\u306f\u3001\u5225\u306e\u304d\u3063\u304b\u3051\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** \u6bce\u9031\u6708\u66dc\u306e\u671d\u306b\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u65e5\u4ed8\u304b\u3089\u671f\u9650\u304c\u8fd1\u3044\u5229\u7528\u8005\u3092\u62fe\u3044\u76f4\u3057\u307e\u3059\u3002\u8a3c\u306e\u8aad\u307f\u53d6\u308a\u304c\u7121\u3044\u9031\u3067\u3082\u3001\u671f\u9650\u306f\u8fd1\u3065\u304f\u304b\u3089\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u88ab\u4fdd\u967a\u8005\u8a3c\u306e\u30b3\u30d4\u30fc | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u4fdd\u967a\u8005\u756a\u53f7\u3001\u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u7b49\u3001\u8a8d\u5b9a\u5e74\u6708\u65e5\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u533a\u5206\u652f\u7d66\u9650\u5ea6\u57fa\u6e96\u984d\u3001\u7d66\u4ed8\u5236\u9650\u3001\u5c45\u5b85\u4ecb\u8b77\u652f\u63f4\u4e8b\u696d\u8005\u306e\u6b04 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u5199\u771f\u30fb\u30b9\u30ad\u30e3\u30f3\uff09 |\n| \u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u30b3\u30d4\u30fc | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u3001\u9069\u7528\u671f\u9593\uff08\u9014\u4e2d\u306e\u5909\u66f4\u304c\u3042\u308c\u3070\u8907\u6570\u884c\uff09 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u5199\u771f\u30fb\u30b9\u30ad\u30e3\u30f3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u4fe1\u983c\u5ea6 | Google Document AI |\n| \u8acb\u6c42\u30de\u30b9\u30bf | \u5229\u7528\u8005\u30b3\u30fc\u30c9\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u4fdd\u967a\u8005\u756a\u53f7\u3001\u8981\u4ecb\u8b77\u5ea6\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u8ca0\u62c5\u5272\u5408\u3068\u9069\u7528\u671f\u9593 | \u4ecb\u8b77\u30bd\u30d5\u30c8\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u5229\u7528\u8005\u60c5\u5831 |\n| \u4e8b\u696d\u6240\u306e\u4e00\u89a7 | \u4e8b\u696d\u6240\u30b3\u30fc\u30c9\u3001\u540d\u524d\u3001\u671f\u9650\u306e\u4e00\u89a7\u306e\u9001\u308a\u5148 | \u672c\u90e8\u3067\u7528\u610f\u3059\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u66f8\u304d\u51fa\u3057\u306e\u9bae\u5ea6\u3067\u3059\u3002** \u5dee\u5206\u306f\u300c\u3044\u307e\u306e\u30de\u30b9\u30bf\u306e\u5024\u300d\u3068\u6bd4\u3079\u3066\u51fa\u3059\u306e\u3067\u3001**\u66f8\u304d\u51fa\u3057\u304c\u53e4\u3044\u3068\u3001\u3059\u3067\u306b\u5165\u529b\u6e08\u307f\u306e\u5909\u66f4\u304c\u5dee\u5206\u3068\u3057\u3066\u51fa\u3066\u304d\u307e\u3059\u3002** \u4ecb\u8b77\u30bd\u30d5\u30c8\u304b\u3089\u5229\u7528\u8005\u60c5\u5831\u3092\u66f8\u304d\u51fa\u3059\u306e\u3092\u3001\u6bce\u671d\u306e\u6c7a\u307e\u3063\u305f\u4f5c\u696d\u306b\u3057\u307e\u3059\u3002\n\n**\u88ab\u4fdd\u967a\u8005\u8a3c\u306e\u6b04\u306e\u4e26\u3073\u306f\u3001\u5168\u56fd\u3067\u307b\u307c\u5171\u901a\u306e\u69d8\u5f0f\u3067\u3059\u3002** \u305f\u3060\u3057\u3001\u5199\u771f\u3067\u306f\u6298\u308a\u76ee\u3084\u6307\u3067\u6b04\u304c\u96a0\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u30b3\u30d4\u30fc\u304c\u8907\u6570\u306e\u753b\u50cf\u306b\u5206\u304b\u308c\u3066\u5c4a\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002** \u540c\u3058\u6642\u523b\u306b\u540c\u3058\u4e8b\u696d\u6240\u304b\u3089\u5165\u3063\u305f\u753b\u50cf\u306f\u30011\u4ef6\u306e\u8a3c\u3068\u3057\u3066\u675f\u306d\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u306e\u7a2e\u985e | Enterprise Document OCR | \u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u3092\u6c7a\u3081\u308b |\n| \u5168\u6587 | Enterprise Document OCR | \u8a3c\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u7a7a\u6b04\u306e\u78ba\u8a8d |\n| \u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44 | Form Parser | \u6b04\u3054\u3068\u306e\u5024\u306e\u5019\u88dc |\n| \u8868 | Form Parser | \u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u9069\u7528\u671f\u9593\u306e\u884c |\n| \u4fe1\u983c\u5ea6 | Form Parser | \u8aad\u307f\u53d6\u308a\u304c\u602a\u3057\u3044\u5024\u306e\u691c\u51fa |\n\n**\u51e6\u7406\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\uff08\u540c\u671f\uff09\u306e\u8981\u6c42\u3067\u30011\u4ef6\u305a\u3064\u9001\u308a\u307e\u3059\u3002** \u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u8981\u6c42\u306f\u3001Form Parser \u3082 Enterprise Document OCR \u3082**15\u30da\u30fc\u30b8\u307e\u3067**\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5927\u304d\u3055\u306f40MB\u307e\u3067\u3067\u3059\u3002\u8a3c\u306e\u30b3\u30d4\u30fc\u306f1\u4ef6\u3067\u6570\u30da\u30fc\u30b8\u306a\u306e\u3067\u3001\u3053\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308a\u307e\u3059\u3002\u590f\u306e\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u5165\u308c\u66ff\u3048\u306e\u3088\u3046\u306b\u4ef6\u6570\u304c\u5897\u3048\u308b\u6642\u671f\u306f\u3001**\u30d0\u30c3\u30c1\u306e\u8981\u6c42\uff08Enterprise Document OCR \u306f500\u30da\u30fc\u30b8\u307e\u3067\u3001Form Parser \u306f100\u30da\u30fc\u30b8\u307e\u3067\uff09**\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002\n\n**\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u9069\u7528\u671f\u9593\u306f\u3001\u8868\u3068\u3057\u3066\u53d6\u308a\u307e\u3059\u3002** \u9014\u4e2d\u3067\u5272\u5408\u304c\u5909\u308f\u3063\u305f\u8a3c\u3067\u306f\u3001\u300c\u9069\u7528\u671f\u9593\u300d\u3068\u300c\u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u300d\u306e\u7d44\u304c\u8907\u6570\u884c\u306b\u4e26\u3073\u307e\u3059\u3002**\u8868\u3068\u3057\u3066\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001\u5168\u6587\u304b\u3089\u751f\u6210AI\u306b\u884c\u3092\u6570\u3048\u3055\u305b\u3001\u884c\u306e\u6570\u3092\u5fc5\u305a\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e HEIC \u306f JPEG \u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u675f\u306d\u308b** \u2026 \u540c\u3058\u4e8b\u696d\u6240\u304b\u308910\u5206\u4ee5\u5185\u306b\u5165\u3063\u305f\u753b\u50cf\u30921\u4ef6\u306e\u5019\u88dc\u3068\u3057\u3066\u675f\u306d\u307e\u3059\u3002**\u675f\u306d\u65b9\u304c\u602a\u3057\u3044\u3082\u306e\u306f\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u304c\u8aad\u307f\u53d6\u308c\u3066\u304b\u3089\u78ba\u5b9a\u3055\u305b\u307e\u3059**\n3. **\u54c1\u8cea\u306e\u78ba\u8a8d** \u2026 \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308a\u3001\u307c\u3051\u3001\u5207\u308c\u3001\u53cd\u5c04\u304c\u8fd4\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\n4. **\u5411\u304d\u306e\u88dc\u6b63** \u2026 \u6a2a\u5411\u304d\u3084\u9006\u3055\u307e\u306e\u5199\u771f\u3092\u3001\u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u56de\u8ee2\u3055\u305b\u307e\u3059\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u540c\u3058\u8a3c\u306e\u7a2e\u985e\u3001\u540c\u3058\u4ea4\u4ed8\u5e74\u6708\u65e5\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u65e2\u51e6\u7406\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a3c\u306e\u5199\u771f\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u4e0a\u3067\u659c\u3081\u306b\u64ae\u3089\u308c\u3001\u7167\u660e\u304c\u53cd\u5c04\u3057\u3001\u6307\u304c\u6b04\u306b\u304b\u304b\u308a\u307e\u3059\u3002**\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u753b\u50cf\u3092\u8aad\u307f\u53d6\u308a\u306b\u9032\u3081\u308b\u3068\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u65e5\u4ed8\u30921\u6587\u5b57\u8aad\u307f\u9055\u3048\u308b\u3060\u3051\u3067\u3001\u671f\u9650\u306e\u4e00\u89a7\u304c1\u5e74\u305a\u308c\u307e\u3059\u3002** \u64ae\u308a\u76f4\u3057\u306f\u3001\u4e8b\u696d\u6240\u306e\u8077\u54e1\u304c\u305d\u306e\u5834\u3067\u3067\u304d\u308b\u3046\u3061\u306b\u983c\u3080\u306e\u304c\u3044\u3061\u3070\u3093\u65e9\u304f\u6e08\u307f\u307e\u3059\u3002\n\n**\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c\u306b\u306f\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3092\u6dfb\u3048\u307e\u3059\u3002** \u300c\u53cd\u5c04\u300d\u3068\u8fd4\u3063\u305f\u306a\u3089\u7167\u660e\u306e\u4f4d\u7f6e\u3092\u5909\u3048\u308b\u3001\u300c\u66f8\u985e\u306e\u5207\u308c\u300d\u306a\u3089\u5168\u4f53\u304c\u5165\u308b\u3088\u3046\u306b\u64ae\u308b\u3001\u3068**\u76f4\u3057\u65b9\u304c\u5177\u4f53\u7684\u306b\u4f1d\u308f\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8a3c\u306e\u7a2e\u985e\u3092\u5224\u5b9a\u3057\u3001\u6c7a\u3081\u305f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u8aad\u307f\u53d6\u308a\u306e\u8ff7\u3044\u3092\u6b63\u76f4\u306b\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u306e\u7a2e\u985e | \u88ab\u4fdd\u967a\u8005\u8a3c\uff0f\u8ca0\u62c5\u5272\u5408\u8a3c\uff0f\u305d\u308c\u4ee5\u5916 | \u3069\u3061\u3089\u3068\u3082\u8a00\u3048\u306a\u3051\u308c\u3070 `unknown` |\n| \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u30fb\u4fdd\u967a\u8005\u756a\u53f7 | \u6570\u5b57\u306e\u4e26\u3073\u3092\u305d\u306e\u307e\u307e | \u6841\u304c\u6b20\u3051\u3066\u3044\u308c\u3070 `unreadable` |\n| \u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u7b49 | \u8981\u652f\u63f41\u30fb2\u3001\u8981\u4ecb\u8b771\u301c5\u306e\u3044\u305a\u308c\u304b | \u6587\u5b57\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593 | \u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u4ed8 | \u548c\u66a6\u306f\u305d\u306e\u307e\u307e\u8fd4\u3057\u3001\u5909\u63db\u306f\u5f8c\u6bb5\u3067\u884c\u3046 |\n| \u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u3068\u9069\u7528\u671f\u9593 | \u5272\u5408\u3068\u3001\u59cb\u307e\u308a\u30fb\u7d42\u308f\u308a\u306e\u7d44\u3092\u884c\u306e\u6570\u3060\u3051 | \u884c\u306e\u6570\u304c\u78ba\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u7d66\u4ed8\u5236\u9650\u306e\u6b04 | \u8a18\u8f09\u304c\u3042\u308b\u304b\u3001\u7a7a\u6b04\u304b | \u7a7a\u6b04\u304b\u8aad\u3081\u306a\u3044\u304b\u306e\u533a\u5225\u304c\u3064\u304b\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** \u7d66\u4ed8\u5236\u9650\u306e\u6b04\u306f\u7a7a\u6b04\u306a\u306e\u304c\u3075\u3064\u3046\u3067\u3001**\u8a18\u8f09\u304c\u3042\u308c\u3070\u8acb\u6c42\u306e\u6271\u3044\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u300c\u7a7a\u6b04\u300d\u3068\u300c\u8aad\u3081\u306a\u3044\u300d\u3092\u6df7\u305c\u308b\u3068\u3001\u8a18\u8f09\u306e\u3042\u308b\u8a3c\u3092\u7a7a\u6b04\u3068\u3057\u3066\u901a\u3059\u304b\u3001\u7a7a\u6b04\u306e\u8a3c\u3092\u3059\u3079\u3066\u4eba\u306b\u56de\u3059\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002**Form Parser \u306f\u5024\u304c\u7a7a\u306e\u7d44\u3092\u78ba\u5b9f\u306b\u306f\u53d6\u308c\u306a\u3044\u306e\u3067\u3001** \u5168\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u3066\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002\n\n**4\u884c\u76ee\u3067\u548c\u66a6\u3092\u5909\u63db\u3055\u305b\u306a\u3044\u306e\u306f\u3001\u5909\u63db\u306e\u8aa4\u308a\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002** \u300c\u4ee4\u548c8\u5e7410\u670831\u65e5\u300d\u3092\u897f\u66a6\u306b\u76f4\u3059\u4f5c\u696d\u306f\u3001Python \u306e\u8868\u3067\u884c\u3048\u3070\u8aa4\u308a\u304c\u8d77\u304d\u307e\u305b\u3093\u3002**\u751f\u6210AI\u306b\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3092\u305d\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u3069\u306e\u8ca0\u62c5\u5272\u5408\u3067\u8acb\u6c42\u3059\u308b\u304b\u306e\u5224\u65ad | \u8acb\u6c42\u62c5\u5f53\u304c\u3001\u8a3c\u306e\u539f\u672c\u3068\u4fdd\u967a\u8005\u306e\u901a\u77e5\u3067\u6c7a\u3081\u308b |\n| \u904e\u8aa4\u306e\u624b\u7d9a\u304d\u306e\u8981\u5426\u306e\u5224\u65ad | \u9061\u308a\u306e\u5019\u88dc\u3092\u793a\u3059\u307e\u3067\u3002\u624b\u7d9a\u304d\u306f\u8acb\u6c42\u62c5\u5f53\u304c\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u5b8c | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u306e\u6841\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044 |\n| \u30de\u30b9\u30bf\u306e\u5024\u3067\u8aad\u307f\u53d6\u308a\u3092\u88dc\u3046\u3053\u3068 | \u300c\u524d\u3068\u540c\u3058\u306f\u305a\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u5909\u66f4\u304c\u6d88\u3048\u308b |\n| \u65e5\u4ed8\u306e\u8a08\u7b97 | \u548c\u66a6\u306e\u5909\u63db\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306f Python \u3067\u884c\u3046 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8acb\u6c42\u30de\u30b9\u30bf\u306e\u5024\u3092\u4e00\u7dd2\u306b\u6e21\u3059\u3068\u3001AI\u306f\u8aad\u3081\u306a\u304b\u3063\u305f\u6b04\u3092\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u3081\u3001**\u5dee\u5206\u304c\u7121\u3044\u3068\u3044\u3046\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u6bb5\u968e\u3067\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\u6bd4\u3079\u308b\u306e\u306f\u5f8c\u6bb5\u306e Python \u3067\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\u4ecb\u8b77\u4e8b\u696d\u6240\u306e\u8acb\u6c42\u62c5\u5f53\u3068\u3057\u3066\u3001\u5229\u7528\u8005\u306e\u4fdd\u967a\u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u8aad\u307f\u53d6\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u5168\u6587\u3068\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u88ab\u4fdd\u967a\u8005\u8a3c\uff0f\u8ca0\u62c5\u5272\u5408\u8a3c\uff0f\u305d\u308c\u4ee5\u5916\uff09\u3002\n2. \u66f8\u985e\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u3001\u6c7a\u3081\u3089\u308c\u305f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u306f\u3001\u9069\u7528\u671f\u9593\u3068\u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u306e\u7d44\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u884c\u306e\u6570\u3060\u3051\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u884c\u306e\u6570\uff08period_count\uff09\u3092\u5fc5\u305a\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- blank ........ \u6b04\u306f\u3042\u308b\u304c\u3001\u5024\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5024\u306e\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- \u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u3092\u3001\u305d\u306e\u307e\u307e value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6570\u5b57\u306e\u6841\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3084\u65e5\u4ed8\u306e\u4e00\u90e8\u304c\u8aad\u3081\u306a\u3044\u5834\u5408\u3001\u8aad\u3081\u305f\u90e8\u5206\u3060\u3051\u3067\u57cb\u3081\u305a unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d66\u4ed8\u5236\u9650\u306e\u6b04\u306f\u3001\u7a7a\u6b04\u306a\u3089 blank\u3001\u8aad\u3081\u306a\u3051\u308c\u3070 unreadable \u3067\u3059\u3002\n  \u7a7a\u6b04\u304b\u3069\u3046\u304b\u5206\u304b\u3089\u306a\u3044\u3068\u304d\u306b blank \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u306f\u3001\u8981\u652f\u63f41\u30fb\u8981\u652f\u63f42\u30fb\u8981\u4ecb\u8b771\u301c5\u306e\u8868\u8a18\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u304c\u88ab\u4fdd\u967a\u8005\u8a3c\u3067\u3082\u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u3082\u306a\u3044\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u5229\u7528\u8005\u306e\u8a3c\u304c1\u3064\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001multiple_persons \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010OCR\u306e\u5168\u6587\u3011{ocr_text}\n\u3010\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3011{kv_pairs}\n\u3010\u8868\u3011{tables}\n```\n\n**\u300c\u884c\u306e\u6570\u3092\u5fc5\u305a\u8fd4\u3059\u300d\u3092\u6307\u793a\u3057\u306a\u3044\u3068\u3001\u8ca0\u62c5\u5272\u5408\u8a3c\u306e2\u884c\u76ee\u304c\u843d\u3061\u307e\u3059\u3002** \u9069\u7528\u671f\u9593\u304c2\u3064\u4e26\u3093\u3060\u8a3c\u3092\u6e21\u3059\u3068\u3001AI\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u76ee\u7acb\u3064\u307b\u3046\u306e1\u884c\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\u3002**\u884c\u306e\u6570\u3092\u5225\u306e\u9805\u76ee\u3067\u8fd4\u3055\u305b\u308c\u3070\u3001Python \u3067\u300c\u884c\u306e\u6570\u3068\u8fd4\u3057\u305f\u7d44\u306e\u6570\u304c\u5408\u3046\u304b\u300d\u3092\u7167\u5408\u3067\u304d\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u898b\u843d\u3068\u3057\u3092\u3001\u6a5f\u68b0\u3067\u6b62\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u300c\u7a7a\u6b04\u304b\u5206\u304b\u3089\u306a\u3044\u3068\u304d\u306b blank \u3092\u9078\u3070\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u691c\u51fa\u3055\u308c\u305f\u6587\u5b57\u304c\u7121\u3044\u6b04\u3092 blank \u306b\u3057\u307e\u3059\u3002**\u6587\u5b57\u304c\u7121\u3044\u306e\u304b\u3001\u5199\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u306f\u5225\u306e\u3053\u3068\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file_ids\": [\"\"],\n  \"document_type\": \"insured_card | copay_card | other | unknown\",\n  \"multiple_persons\": false,\n  \"insured_no\": { \"value\": \"\", \"status\": \"ok | blank | unreadable | ambiguous\" },\n  \"insurer_no\": { \"value\": \"\", \"status\": \"\" },\n  \"care_level\": { \"value\": \"\", \"status\": \"\" },\n  \"cert_period\": { \"start\": \"\", \"end\": \"\", \"status\": \"\" },\n  \"benefit_restriction\": { \"value\": \"\", \"status\": \"\" },\n  \"copay_periods\": [\n    { \"ratio\": \"\", \"start\": \"\", \"end\": \"\", \"status\": \"\" }\n  ],\n  \"period_count\": 0\n}\n```\n\nGemini API \u306b\u306f\u3001\u3053\u306e\u5f62\u306e JSON Schema \u3092\u6e21\u3057\u3066\u3001**\u305d\u306e\u5f62\u306b\u6cbf\u3063\u305f\u51fa\u529b\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u3082\u3001\u51fa\u529b\u304c\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u3067\u3042\u3063\u3066\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u5fc5\u305a\u691c\u8a3c\u3059\u308b**\u3088\u3046\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u8aad\u307f\u53d6\u308a\u3068\u5dee\u5206\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306eJSON\u306fAI\u304c\u57cb\u3081\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u6bd4\u8f03\u306f Python \u304c\u884c\u3044\u307e\u3059\u3002Python \u306f\u548c\u66a6\u3092\u897f\u66a6\u306b\u76f4\u3057\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u5229\u7528\u8005\u3092\u7279\u5b9a\u3057\u3001\u9805\u76ee\u3054\u3068\u306b `same` \uff0f `changed` \uff0f `new` \u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5dee\u5206\u306e\u6271\u3044 | \u6761\u4ef6\uff08\u898f\u5247\u306e\u4f8b\uff09 |\n|:--|:--|\n| `auto_ready` | \u3059\u3079\u3066\u306e\u9805\u76ee\u304c `ok`\u3001\u5dee\u5206\u304c `changed` \u304b `new`\u3001\u9061\u308a\u306a\u3057 |\n| `retro_check` | \u8ca0\u62c5\u5272\u5408\u304b\u8981\u4ecb\u8b77\u5ea6\u306e\u9069\u7528\u306e\u59cb\u307e\u308a\u304c\u3001\u8acb\u6c42\u6e08\u307f\u306e\u6708\u306b\u304b\u304b\u308b |\n| `needs_human` | `unreadable` \u304b `ambiguous` \u304c1\u3064\u3067\u3082\u3042\u308b\u3001`period_count` \u3068\u8fd4\u3057\u305f\u7d44\u306e\u6570\u304c\u5408\u308f\u306a\u3044\u3001\u5229\u7528\u8005\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044 |\n| `no_change` | \u3059\u3079\u3066\u306e\u9805\u76ee\u304c `same` |\n\n**2\u3064\u76ee\u306f\u3001\u671f\u9650\u306e\u8a08\u7b97\u3092\u540c\u3058\u30c7\u30fc\u30bf\u304b\u3089\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u3001\u8ca0\u62c5\u5272\u5408\u306e\u9069\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u3092\u897f\u66a6\u306b\u76f4\u3057\u3001**\u4eca\u65e5\u304b\u3089\u306e\u65e5\u6570\u3067\u671f\u9650\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306e\u533a\u5207\u308a\uff08\u305f\u3068\u3048\u307090\u65e5\u4ee5\u5185\u300160\u65e5\u4ee5\u5185\uff09\u306f\u6cd5\u4eba\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`status` \u304c\u3042\u308b\u3053\u3068\u3067\u627f\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u8acb\u6c42\u62c5\u5f53\u306f\u3001`ok` \u306e\u3082\u306e\u306f\u5024\u3092\u6d41\u3057\u898b\u3066\u627f\u8a8d\u3057\u3001\u305d\u308c\u4ee5\u5916\u306e\u9805\u76ee\u3060\u3051\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u300c\u53d7\u4ed8\u300d\u306e\u76e3\u8996\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u79fb\u52d5 | \u8a3c\u306e\u30b3\u30d4\u30fc\u306e\u53d7\u3051\u53d6\u308a |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\u3001\u4ef6\u6570\u306e\u591a\u3044\u6642\u671f\u306f\u30d0\u30c3\u30c1\uff09 | \u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u5168\u6587\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a3c\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057 |\n| \u8acb\u6c42\u30de\u30b9\u30bf | \u4ecb\u8b77\u30bd\u30d5\u30c8\u304b\u3089\u6bce\u671d\u66f8\u304d\u51fa\u3057\u305f\u5229\u7528\u8005\u60c5\u5831\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5dee\u5206\u306e\u6bd4\u8f03 |\n| \u4ecb\u8b77\u30bd\u30d5\u30c8 | \u5229\u7528\u8005\u60c5\u5831\u306e\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\uff08\u4eba\u304c\u53d6\u308a\u8fbc\u3080\uff09 | \u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051 |\n| \u671f\u9650\u306e\u4e00\u89a7 | \u4e8b\u696d\u6240\u3054\u3068\u306e\u8868\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f | \u6bce\u9031\u306e\u66f4\u65b0 |\n\n**\u4ecb\u8b77\u30bd\u30d5\u30c8\u3078\u306f\u3001\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a\u3001**\u8acb\u6c42\u62c5\u5f53\u304c\u4e2d\u8eab\u3092\u898b\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u627f\u8a8d\u3068\u53d6\u308a\u8fbc\u307f\u306e\u3042\u3044\u3060\u306b\u4eba\u304c\u5165\u308b\u3053\u3068\u3067\u3001\u53d6\u308a\u8fbc\u307f\u306e\u76f4\u524d\u306b\u5225\u306e\u62c5\u5f53\u8005\u304c\u624b\u3067\u5165\u529b\u3057\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u91cd\u306a\u308a\u306b\u3082\u6c17\u3065\u3051\u307e\u3059\u3002\n\n**\u671f\u9650\u306e\u4e00\u89a7\u306f\u3001\u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3066\u7f6e\u304d\u307e\u3059\u3002** \u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u3084\u7ba1\u7406\u8005\u306f\u3001\u81ea\u5206\u306e\u4e8b\u696d\u6240\u306e\u5229\u7528\u8005\u3060\u3051\u3092\u898b\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**\u4ed6\u306e\u4e8b\u696d\u6240\u306e\u5229\u7528\u8005\u306e\u60c5\u5831\u304c\u898b\u3048\u308b\u4e00\u89a7\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u8acb\u6c42\u62c5\u5f53\u304c\u898b\u308b\u9806\u756a\u3092\u3001\u5dee\u5206\u306e\u6271\u3044\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u3067\u8a72\u5f53\u306e\u6b04\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u591a\u304f\u306f\u64ae\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3067\u89e3\u6c7a\u3057\u307e\u3059**\n2. **`retro_check` \u3092\u898b\u308b** \u2026 \u9061\u308a\u304c\u3042\u308b\u5dee\u5206\u3067\u3059\u3002**\u8a3c\u306e\u539f\u672c\u306e\u78ba\u8a8d\u3068\u3001\u904e\u53bb\u306e\u8acb\u6c42\u306e\u8abf\u6574\u304c\u8981\u308b\u304b\u3092\u691c\u8a0e\u3057\u307e\u3059**\n3. **`auto_ready` \u3092\u627f\u8a8d\u3059\u308b** \u2026 \u5024\u3092\u4e00\u89a7\u3067\u8aad\u307f\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u7279\u306b\u8ca0\u62c5\u5272\u5408\u306f\u3001\u5fc5\u305a\u753b\u50cf\u3067\u898b\u307e\u3059**\n4. **\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080** \u2026 \u53d6\u308a\u8fbc\u3093\u3060\u4ef6\u6570\u3068\u3001\u627f\u8a8d\u3057\u305f\u4ef6\u6570\u304c\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u306e\u5024\u306b\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3067\u8ca0\u62c5\u5272\u5408\u3092\u5fc5\u305a\u753b\u50cf\u3067\u898b\u308b\u306e\u306f\u3001\u8aa4\u308a\u306e\u5f71\u97ff\u304c\u3044\u3061\u3070\u3093\u5927\u304d\u3044\u304b\u3089\u3067\u3059\u3002** 1\u5272\u30682\u5272\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u5229\u7528\u8005\u3078\u306e\u8acb\u6c42\u984d\u304c\u500d\u304b\u534a\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u3001\u3053\u306e1\u9805\u76ee\u3060\u3051\u306f\u76ee\u3067\u78ba\u304b\u3081\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u306e\u5224\u65ad\u306f\u3001\u8acb\u6c42\u62c5\u5f53\u306e\u4ed5\u4e8b\u3067\u3059\u3002** \u6749\u4e26\u533a\u306e\u4e8b\u696d\u8005\u5411\u3051\u306e\u6848\u5185\u3067\u306f\u3001\u9061\u3063\u3066\u8ca0\u62c5\u5272\u5408\u304c\u5909\u308f\u3063\u305f\u5834\u5408\u3001\u4e8b\u696d\u8005\u306f\u5229\u7528\u8005\u3068\u306e\u5dee\u984d\u306e\u8abf\u6574\u3068\u3001\u56fd\u4fdd\u9023\u3078\u306e\u4ecb\u8b77\u7d66\u4ed8\u8cbb\u306e\u904e\u8aa4\u306e\u518d\u8acb\u6c42\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001\u305d\u306e\u5019\u88dc\u3092\u6f0f\u308c\u306a\u304f\u62fe\u3046\u3068\u3053\u308d\u307e\u3067\u3092\u53d7\u3051\u6301\u3061\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c\u4f4e\u304f\u3001\u307c\u3051\u30fb\u5207\u308c\u30fb\u53cd\u5c04\u304c\u8fd4\u308b | \u300c\u64ae\u308a\u76f4\u3057\u300d\u3078\u79fb\u3057\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3092\u6dfb\u3048\u3066\u4e8b\u696d\u6240\u306b\u4f9d\u983c\u3059\u308b |\n| \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u5229\u7528\u8005\u3092\u7279\u5b9a\u305b\u305a `needs_human`\u3002**\u6c0f\u540d\u3067\u5f15\u304d\u5f53\u3066\u306a\u3044** |\n| \u8acb\u6c42\u30de\u30b9\u30bf\u306b\u7121\u3044\u88ab\u4fdd\u967a\u8005\u756a\u53f7 | \u65b0\u3057\u3044\u5229\u7528\u8005\u304b\u3001\u756a\u53f7\u306e\u5909\u66f4\u304b\u3092\u8acb\u6c42\u62c5\u5f53\u304c\u78ba\u304b\u3081\u308b |\n| \u8907\u6570\u306e\u5229\u7528\u8005\u306e\u8a3c\u304c1\u679a\u306b\u5199\u3063\u3066\u3044\u308b | `multiple_persons` \u3092\u898b\u3066\u30011\u4eba\u305a\u3064\u64ae\u308a\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u8a3c\u3067\u306a\u3044\u66f8\u985e\u304c\u6df7\u3056\u308b\uff08\u8a8d\u5b9a\u306e\u7d50\u679c\u901a\u77e5\u306a\u3069\uff09 | `document_type` \u3092\u898b\u3066\u3001\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u884c\u306e\u6570\u304c\u5408\u308f\u306a\u3044 | `needs_human`\u3002**2\u884c\u76ee\u306e\u898b\u843d\u3068\u3057\u3092\u7591\u3046** |\n| \u540c\u3058\u8a3c\u304c\u4e8c\u5ea6\u5165\u308b | \u88ab\u4fdd\u967a\u8005\u756a\u53f7\u30fb\u8a3c\u306e\u7a2e\u985e\u30fb\u4ea4\u4ed8\u5e74\u6708\u65e5\u3067\u7167\u5408\u3057\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u306a\u3044 |\n| \u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u304c\u3059\u3067\u306b\u5207\u308c\u3066\u3044\u308b\u8a3c\u304c\u5c4a\u304f | \u53e4\u3044\u8a3c\u306e\u53ef\u80fd\u6027\u3002**\u65b0\u3057\u3044\u8a3c\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u4e8b\u696d\u6240\u306b\u78ba\u304b\u3081\u308b** |\n| OCR\u3084\u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u53d7\u4ed8\u300d\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**2\u884c\u76ee\u3067\u6c0f\u540d\u3092\u4f7f\u308f\u306a\u3044\u306e\u306f\u3001\u540c\u59d3\u540c\u540d\u304c\u3044\u308b\u304b\u3089\u3067\u3059\u3002** 700\u540d\u306e\u5229\u7528\u8005\u304c\u3044\u308c\u3070\u3001\u540c\u3058\u8aad\u307f\u306e\u6c0f\u540d\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002**\u5229\u7528\u8005\u306e\u7279\u5b9a\u3092\u8aa4\u308b\u3068\u3001\u5225\u306e\u4eba\u306e\u8ca0\u62c5\u5272\u5408\u3092\u66f8\u304d\u63db\u3048\u307e\u3059\u3002**\n\n**\u6700\u521d\u306e\u884c\u304c\u3001\u4ef6\u6570\u306e\u3044\u3061\u3070\u3093\u591a\u3044\u4f8b\u5916\u3067\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u8a3c\u306e\u64ae\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308a\u65b9\u306e\u624b\u5f15\u304d\u30921\u679a\u4f5c\u3063\u3066\u4e8b\u696d\u6240\u306b\u914d\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u3044\u3058\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8a3c\u306e\u30b3\u30d4\u30fc\u306e\u539f\u672c\u306e\u753b\u50cf\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4e8b\u696d\u6240\n- OCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\uff08\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u5168\u6587\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u4fe1\u983c\u5ea6\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u30e2\u30c7\u30eb\u306e\u540d\u524d\n- \u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u8acb\u6c42\u30de\u30b9\u30bf\u306e\u66f8\u304d\u51fa\u3057\u306e\u65e5\u6642\u3068\u3001\u5dee\u5206\u306e\u5185\u5bb9\n- **\u627f\u8a8d\u3057\u305f\u4eba\u3001\u627f\u8a8d\u3057\u305f\u65e5\u6642\u3001\u627f\u8a8d\u306e\u524d\u306b\u76f4\u3057\u305f\u9805\u76ee\u3068\u5024**\n- \u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\u3068\u4ef6\u6570\n- \u64ae\u308a\u76f4\u3057\u3092\u4f9d\u983c\u3057\u305f\u65e5\u6642\u3068\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3001\u64ae\u308a\u76f4\u3055\u308c\u305f\u753b\u50cf\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3067\u300c\u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u30de\u30b9\u30bf\u306e\u65e5\u6642\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5dee\u5206\u306e\u610f\u5473\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u624b\u5165\u529b\u3068\u53d6\u308a\u8fbc\u307f\u304c\u91cd\u306a\u3063\u305f\u3068\u304d\u3001\u3069\u3061\u3089\u304c\u5148\u3060\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001**\u8aa4\u3063\u305f\u5024\u304c\u3069\u3053\u304b\u3089\u5165\u3063\u305f\u304b\u3092\u8ffd\u3048\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u4e8b\u696d\u6240\u3078\u306e\u624b\u5f15\u304d\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u4e8b\u696d\u6240\u3067\u300c\u53cd\u5c04\u300d\u304c\u7d9a\u304f\u306a\u3089\u3001\u64ae\u308b\u5834\u6240\u306e\u7167\u660e\u306b\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u8a3c\u306e\u30b3\u30d4\u30fc\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u9069\u7528\u671f\u9593\u304c2\u884c\u3042\u308b\u8ca0\u62c5\u5272\u5408\u8a3c\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u5165\u529b\u3057\u305f\u5024\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. 30\u4ef6\u306e\u753b\u50cf\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u8a3c\u306e\u7a2e\u985e\u3001\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u5229\u7528\u8005\u8ca0\u62c5\u306e\u5272\u5408\u3068\u9069\u7528\u671f\u9593\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u9069\u7528\u671f\u9593\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u884c\u306e\u6570\u3060\u3051\u8fd4\u3057\u3001\u884c\u306e\u6570\u3082\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u6587\u5b57\u306f\u63a8\u6e2c\u305b\u305a\u3001\u8aad\u3081\u306a\u3044\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u5165\u529b\u3057\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** API\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u8a3c\u306e\u5199\u771f\u304b\u3089\u3001\u8acb\u6c42\u306b\u8981\u308b\u5024\u304c\u53d6\u308c\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5165\u529b\u3057\u305f\u5024\u3068\u307b\u307c\u540c\u3058\u5024\u304c\u51fa\u305f | **OCR\u306eAPI\u3068\u5dee\u5206\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u8ca0\u62c5\u5272\u5408\u8a3c\u306e2\u884c\u76ee\u304c\u843d\u3061\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3068\u884c\u306e\u6570\u306e\u7167\u5408\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u65e5\u4ed8\u3084\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044\u753b\u50cf\u304c\u591a\u3044 | **\u64ae\u308a\u65b9\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u64ae\u308a\u65b9\u3092\u898b\u76f4\u3059\u7406\u7531\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u624b\u5f15\u304d\u3092\u4f5c\u3063\u3066\u64ae\u308a\u76f4\u3057\u3001\u3082\u3046\u4e00\u5ea6\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u8a3c\u306e\u753b\u50cf\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3067\u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u9805\u76ee\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u5dee\u5206\u3001\u9061\u308a\u306e\u5019\u88dc\u3001\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3001\u671f\u9650\u306e\u4e00\u89a7\u307e\u3067\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u304b\u3089\u627f\u8a8d\u5f85\u3061\u306e\u5dee\u5206\u3068\u671f\u9650\u306e\u7ba1\u7406\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001\u6708180\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef610\u5206\u304c6\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5229\u7528\u8005\u306e\u7279\u5b9a\u3001\u30de\u30b9\u30bf\u3068\u306e\u898b\u6bd4\u3079\u3001\u671f\u9650\u7ba1\u7406\u8868\u3078\u306e\u66f8\u304d\u5199\u3057\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u540c\u3058\u65e5\u4ed8\u3092\u4ecb\u8b77\u30bd\u30d5\u30c8\u3068\u671f\u9650\u7ba1\u7406\u8868\u306e\u4e21\u65b9\u306b\u66f8\u304d\u5199\u3059\u4e8c\u5ea6\u624b\u9593\u304c\u3001\u307e\u3068\u3081\u3066\u7121\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30671\u304b\u6708\u56de\u3059\u3068\u3001\u64ae\u308a\u76f4\u3057\u306e\u591a\u3044\u4e8b\u696d\u6240\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u624b\u5f15\u304d\u3092\u914d\u3063\u3066\u304b\u3089\u9032\u3080\u307b\u3046\u304c\u3001`needs_human` \u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8ca0\u62c5\u5272\u5408\u8a3c\u306e2\u884c\u76ee\u304c\u843d\u3061\u308b | **\u884c\u306e\u6570\u3092\u8fd4\u3055\u305b\u3001\u7d44\u306e\u6570\u3068\u7167\u5408\u3059\u308b** |\n| \u30de\u30b9\u30bf\u306e\u5024\u3067\u8aad\u3081\u306a\u3044\u6b04\u304c\u57cb\u307e\u308b | \u8aad\u307f\u53d6\u308a\u306e\u6bb5\u968e\u3067\u30de\u30b9\u30bf\u306e\u5024\u3092\u6e21\u3055\u306a\u3044 |\n| \u7d66\u4ed8\u5236\u9650\u306e\u6b04\u306e\u300c\u7a7a\u6b04\u300d\u3068\u300c\u8aad\u3081\u306a\u3044\u300d\u304c\u6df7\u3056\u308b | \u5168\u6587\u3067\u78ba\u304b\u3081\u3055\u305b\u3001\u8ff7\u3063\u305f\u3089 `unreadable` |\n| \u548c\u66a6\u306e\u5909\u63db\u3092\u8aa4\u308b | \u751f\u6210AI\u306b\u5909\u63db\u3055\u305b\u305a\u3001Python \u306e\u8868\u3067\u76f4\u3059 |\n| \u6c0f\u540d\u3067\u5229\u7528\u8005\u3092\u5f15\u304d\u5f53\u3066\u308b | **\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3067\u7279\u5b9a\u3059\u308b\u3002** \u540c\u59d3\u540c\u540d\u3092\u53d6\u308a\u9055\u3048\u308b |\n| \u5199\u771f\u306e\u53cd\u5c04\u3084\u5207\u308c\u3067\u65e5\u4ed8\u3092\u8aad\u307f\u9055\u3048\u308b | \u54c1\u8cea\u30b9\u30b3\u30a2\u3067\u64ae\u308a\u76f4\u3057\u306e\u5019\u88dc\u306b\u3059\u308b |\n| \u9061\u308a\u306e\u3042\u308b\u5dee\u5206\u304c\u305d\u306e\u307e\u307e\u53d6\u308a\u8fbc\u307e\u308c\u308b | `retro_check` \u306b\u5206\u3051\u3001\u8acb\u6c42\u62c5\u5f53\u304c\u691c\u8a0e\u3059\u308b |\n| \u53d6\u308a\u8fbc\u307f\u3068\u624b\u5165\u529b\u304c\u91cd\u306a\u308b | \u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u30de\u30b9\u30bf\u306e\u65e5\u6642\u3092\u6b8b\u3057\u3001\u53d6\u308a\u8fbc\u307f\u524d\u306b\u78ba\u304b\u3081\u308b |\n| \u671f\u9650\u306e\u4e00\u89a7\u306b\u4ed6\u306e\u4e8b\u696d\u6240\u306e\u5229\u7528\u8005\u304c\u8f09\u308b | \u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3066\u7f6e\u304f |\n| \u627f\u8a8d\u3092\u7701\u3044\u3066\u81ea\u52d5\u3067\u53d6\u308a\u8fbc\u3080 | **\u627f\u8a8d\u3057\u305f\u5dee\u5206\u3060\u3051\u3092\u53d6\u308a\u8fbc\u3080\u3002** \u8ca0\u62c5\u5272\u5408\u306f\u753b\u50cf\u3067\u898b\u308b |\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\u3001\u5909\u308f\u3063\u305f\u5024\u304c\u300c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u300d\u306b\u898b\u3048\u3066\u3057\u307e\u3046\u5931\u6557\u3067\u3059\u3002**\u8aad\u307f\u53d6\u308a\u3068\u6bd4\u8f03\u3092\u5225\u306e\u5c64\u306b\u5206\u3051\u3001\u884c\u306e\u6570\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5229\u7528\u8005\u306e\u88ab\u4fdd\u967a\u8005\u756a\u53f7\u3001\u8981\u4ecb\u8b77\u72b6\u614b\u533a\u5206\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u8ca0\u62c5\u5272\u5408\u3001\u305d\u3057\u3066\u8a3c\u306e\u30b3\u30d4\u30fc\u306b\u5199\u308b**\u6c0f\u540d\u3001\u4f4f\u6240\u3001\u751f\u5e74\u6708\u65e5**\u3067\u3059\u3002\u8ca0\u62c5\u5272\u5408\u306f\u5229\u7528\u8005\u306e\u6240\u5f97\u306e\u6c34\u6e96\u3092\u3001\u8981\u4ecb\u8b77\u5ea6\u306f\u5fc3\u8eab\u306e\u72b6\u614b\u3092\u8868\u3057\u307e\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 OCR\u306b\u306f\u8a3c\u306e\u753b\u50cf\u5168\u4f53\u3092\u6e21\u3057\u307e\u3059\u304c\u3001**\u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u53d6\u308a\u51fa\u3057\u306b\u8981\u308b\u6b04\u306e\u6587\u5b57\u306b\u7d5e\u308b**\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059\u3002\u4f4f\u6240\u3068\u6c0f\u540d\u306f\u53d6\u308a\u51fa\u3057\u306e\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\n2. **\u51e6\u7406\u3059\u308b\u5730\u57df\u3092\u9078\u3076** \u2026 Document AI \u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u306f\u3001\u4f5c\u6210\u6642\u306b `us`\u3001`eu`\u3001`asia-southeast1` \u306a\u3069\u306e\u5730\u57df\u3092\u9078\u3073\u307e\u3059\u3002**\u5229\u7528\u8005\u306e\u60c5\u5831\u3092\u3069\u306e\u5730\u57df\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u3092\u3001\u6cd5\u4eba\u306e\u898f\u7a0b\u3067\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n3. **\u3053\u306e\u69cb\u6210\u306f\u8acb\u6c42\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u307e\u305b\u3093** \u2026 \u3069\u306e\u8ca0\u62c5\u5272\u5408\u3067\u8acb\u6c42\u3059\u308b\u304b\u3001\u904e\u8aa4\u306e\u624b\u7d9a\u304d\u3092\u884c\u3046\u304b\u306f\u8acb\u6c42\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u8a3c\u306b\u66f8\u304b\u308c\u305f\u5024\u3068\u30de\u30b9\u30bf\u306e\u9055\u3044\u3060\u3051\u3067\u3059**\n4. **\u627f\u8a8d\u3092\u7701\u304b\u306a\u3044** \u2026 \u8ca0\u62c5\u5272\u5408\u306e\u8aa4\u308a\u306f\u3001\u5229\u7528\u8005\u3078\u306e\u8acb\u6c42\u984d\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u3063\u3066\u3082\u3001\u627f\u8a8d\u306e\u5de5\u7a0b\u306f\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044**\n5. **\u671f\u9650\u306e\u4e00\u89a7\u306e\u95b2\u89a7\u8005\u3092\u7d5e\u308b** \u2026 \u4e8b\u696d\u6240\u3054\u3068\u306b\u5206\u3051\u3001**\u305d\u306e\u4e8b\u696d\u6240\u306e\u7ba1\u7406\u8005\u3068\u30b1\u30a2\u30de\u30cd\u30b8\u30e3\u30fc\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059**\n6. **\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u753b\u50cf\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u8a3c\u306e\u30b3\u30d4\u30fc\u3092\u3044\u3064\u307e\u3067\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u3001**\u51e6\u7406\u6e08\u307f\u306e\u753b\u50cf\u3092\u4e8b\u696d\u6240\u306e\u8077\u54e1\u304c\u81ea\u7531\u306b\u958b\u3051\u308b\u72b6\u614b\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u9055\u3046\u8ca0\u62c5\u5272\u5408\u3067\u8acb\u6c42\u3059\u308b\u3053\u3068\u3068\u3001\u671f\u9650\u3092\u898b\u843d\u3068\u3057\u3066\u4fdd\u967a\u3067\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3048\u306a\u3044\u671f\u9593\u3092\u4f5c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8ca0\u62c5\u5272\u5408\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b\u627f\u8a8d\u3067\u3001\u5f8c\u8005\u306f\u6bce\u9031\u306e\u671f\u9650\u306e\u4e00\u89a7\u3067\u5b88\u308a\u307e\u3059\u3002","recommended_for":"\u8a2a\u554f\u4ecb\u8b77\u30fb\u901a\u6240\u4ecb\u8b77\u30fb\u5c45\u5b85\u4ecb\u8b77\u652f\u63f4\u306a\u3069\u306e\u4e8b\u696d\u6240\u3092\u8907\u6570\u6301\u3064\u6cd5\u4eba\u3067\u3001\u5229\u7528\u8005\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u88ab\u4fdd\u967a\u8005\u8a3c\u3068\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u30b3\u30d4\u30fc\u304c\u5404\u4e8b\u696d\u6240\u304b\u3089\u672c\u90e8\u306e\u8acb\u6c42\u62c5\u5f53\u306b\u6bce\u6708\u767e\u4ef6\u4ee5\u4e0a\u5c4a\u304d\u3001\u4ecb\u8b77\u30bd\u30d5\u30c8\u306e\u5229\u7528\u8005\u60c5\u5831\uff08\u8981\u4ecb\u8b77\u5ea6\u3001\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9593\u3001\u8ca0\u62c5\u5272\u5408\uff09\u3092\u624b\u3067\u5165\u529b\u3057\u76f4\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u8a8d\u5b9a\u306e\u66f4\u65b0\u3084\u8ca0\u62c5\u5272\u5408\u306e\u9014\u4e2d\u306e\u5909\u66f4\u3092\u5165\u529b\u3057\u5fd8\u308c\u3001\u8acb\u6c42\u306e\u5f8c\u3067\u904e\u8aa4\u306e\u624b\u7d9a\u304d\u304c\u767a\u751f\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u5229\u7528\u8005\u304c\u6570\u5341\u540d\u306e\u5358\u72ec\u306e\u4e8b\u696d\u6240\u3067\u3001\u8a3c\u306e\u78ba\u8a8d\u3068\u5165\u529b\u3092\u62c5\u5f53\u8005\u304c\u76ee\u8996\u3067\u6e08\u307e\u305b\u3089\u308c\u308b\u5834\u5408\u3002\u4ecb\u8b77\u30bd\u30d5\u30c8\u3078\u5229\u7528\u8005\u60c5\u5831\u3092\u4e00\u62ec\u3067\u53d6\u308a\u8fbc\u3080\u624b\u6bb5\u304c\u7121\u304f\u3001\u753b\u9762\u3078\u306e\u624b\u5165\u529b\u3057\u304b\u3067\u304d\u306a\u3044\u5834\u5408\uff08\u5dee\u5206\u306e\u4e00\u89a7\u307e\u3067\u306f\u4f5c\u308c\u307e\u3059\u304c\u3001\u5165\u529b\u306e\u6642\u9593\u306f\u6e1b\u308a\u307e\u305b\u3093\uff09\u3002\u306a\u304a\u3001\u3069\u306e\u8ca0\u62c5\u5272\u5408\u3067\u8acb\u6c42\u3059\u308b\u304b\u3001\u904e\u8aa4\u306e\u624b\u7d9a\u304d\u3092\u884c\u3046\u304b\u306e\u5224\u65ad\u3068\u3001\u4fdd\u967a\u8005\u3078\u306e\u78ba\u8a8d\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u64ae\u308a\u65b9\u306e\u624b\u5f15\u304d\u3092\u4f5c\u308b**\n\n\u8a3c\u3092\u5e73\u3089\u306a\u5834\u6240\u306b\u7f6e\u304d\u3001\u7167\u660e\u304c\u53cd\u5c04\u3057\u306a\u3044\u5411\u304d\u3067\u3001**\u5168\u4f53\u304c1\u679a\u306b\u5165\u308b\u3088\u3046\u306b\u64ae\u308b**\u3001\u3068\u3044\u3046\u624b\u5f15\u304d\u30921\u679a\u306b\u307e\u3068\u3081\u30018\u4e8b\u696d\u6240\u306b\u914d\u308a\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u300c\u53d7\u4ed8\u300d\u300c\u51e6\u7406\u6e08\u307f\u300d\u300c\u64ae\u308a\u76f4\u3057\u300d\u306e3\u3064\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8a3c\u306e\u30b3\u30d4\u30fc\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305b\u307e\u3059\u3002**\u4ecb\u8b77\u30bd\u30d5\u30c8\u306b\u5165\u529b\u3057\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u8ca0\u62c5\u5272\u5408\u8a3c\u306e2\u884c\u76ee\u304c\u843d\u3061\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5229\u7528\u8005\u60c5\u5831\u306e\u66f8\u304d\u51fa\u3057\u3068\u627f\u8a8d\u306e\u624b\u9806\u3092\u6c7a\u3081\u308b**\n\n\u4ecb\u8b77\u30bd\u30d5\u30c8\u304b\u3089\u5229\u7528\u8005\u60c5\u5831\u3092\u6bce\u671d\u66f8\u304d\u51fa\u3059\u624b\u9806\u3068\u3001**\u5dee\u5206\u3092\u8ab0\u304c\u627f\u8a8d\u3057\u3001\u8ab0\u304c\u53d6\u308a\u8fbc\u3080\u304b**\u3092\u6c7a\u3081\u307e\u3059\u3002\u9061\u308a\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u8ab0\u304c\u8acb\u6c42\u306e\u8abf\u6574\u3092\u691c\u8a0e\u3059\u308b\u304b\u3082\u3001\u3053\u306e\u3068\u304d\u306b\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u9805\u76ee\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u300c\u53d7\u4ed8\u300d\u30d5\u30a9\u30eb\u30c0\u3092\u76e3\u8996\u3057\u3001OCR\u3068\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3092\u884c\u3063\u3066\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5dee\u5206\u3092\u51fa\u3055\u305a\u3001\u53d6\u308a\u51fa\u3057\u305f\u5024\u306e\u4e00\u89a7\u3060\u3051\u3092\u8acb\u6c42\u62c5\u5f53\u304c\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u8acb\u6c42\u30de\u30b9\u30bf\u3068\u306e\u5dee\u5206\u3001\u9061\u308a\u306e\u5019\u88dc\u3001\u53d6\u308a\u8fbc\u307f\u30d5\u30a1\u30a4\u30eb\u3092\u8db3\u3057\u3001`needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u671f\u9650\u306e\u4e00\u89a7\u3092\u4e8b\u696d\u6240\u3054\u3068\u306b\u51fa\u3057\u30011\u4ef610\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u671f\u9650\u7ba1\u7406\u8868\u3078\u306e\u66f8\u304d\u5199\u3057\u3092\u3084\u3081\u3001\u4e8b\u696d\u6240\u306e\u64ae\u308a\u76f4\u3057\u304c\u6708\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-0084","UC-0052","UC-0167","UC-0246"],"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":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u4ecb\u8b77\u4fdd\u967a\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u8005\u8ca0\u62c5\u304c\u8cbb\u7528\u306e1\u5272\uff08\u4e00\u5b9a\u4ee5\u4e0a\u6240\u5f97\u8005\u306f2\u5272\u53c8\u306f3\u5272\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u5c45\u5b85\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u7d66\u9650\u5ea6\u984d\u304c\u8981\u4ecb\u8b77\u5ea6\u5225\u306b\u5b9a\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [\u539a\u751f\u52b4\u50cd\u7701 \u4ecb\u8b77\u30b5\u30fc\u30d3\u30b9\u60c5\u5831\u516c\u8868\u30b7\u30b9\u30c6\u30e0: \u30b5\u30fc\u30d3\u30b9\u306b\u304b\u304b\u308b\u5229\u7528\u6599](https:\/\/www.kaigokensaku.mhlw.go.jp\/commentary\/fee.html) | 2026-10-06 |\n| \u4e8b\u696d\u8005\u304c\u6708\u306b\u4e00\u5ea6\u306f\u8ca0\u62c5\u5272\u5408\u8a3c\u3067\u8ca0\u62c5\u5272\u5408\u3068\u9069\u7528\u671f\u9593\u3092\u78ba\u8a8d\u3057\u3066\u8acb\u6c42\u4e8b\u52d9\u3092\u884c\u3046\u3088\u3046\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u8ca0\u62c5\u5272\u5408\u8a3c\u306e\u6709\u52b9\u671f\u9593\u304c8\u67081\u65e5\u304b\u3089\u7fcc\u5e747\u670831\u65e5\u3067\u3042\u308b\u3053\u3068\u3002\u6240\u5f97\u66f4\u6b63\u7b49\u3067\u9061\u3063\u3066\u8ca0\u62c5\u5272\u5408\u304c\u5909\u308f\u3063\u305f\u5834\u5408\u3001\u4e8b\u696d\u8005\u304c\u5229\u7528\u8005\u3068\u306e\u5dee\u984d\u8abf\u6574\u3068\u4ecb\u8b77\u7d66\u4ed8\u8cbb\u306e\u904e\u8aa4\u518d\u8acb\u6c42\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [\u6749\u4e26\u533a: 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Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-06 |\n| \u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u8981\u6c42\u304c Form Parser\u30fbEnterprise Document OCR \u3068\u308215\u30da\u30fc\u30b8\u307e\u3067\u3001\u30d0\u30c3\u30c1\u306e\u8981\u6c42\u304c Form Parser \u3067100\u30da\u30fc\u30b8\u3001Enterprise Document OCR \u3067500\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u8981\u6c42\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u5927\u304d\u3055\u304c40MB\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Document AI limits](https:\/\/docs.cloud.google.com\/document-ai\/limits) | 2026-10-06 |\n| Gemini API \u3067 JSON Schema 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