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**\u9867\u554f\u5148\u306e\u7279\u5b9a** \u2026 \u30d5\u30a9\u30eb\u30c0\u3067\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002\u30e1\u30fc\u30eb\u306e\u5834\u5408\u306f\u5dee\u51fa\u4eba\u30a2\u30c9\u30ec\u30b9\u3067\u9867\u554f\u5148\u30de\u30b9\u30bf\u3092\u5f15\u304d\u307e\u3059\u3002**\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u66f8\u985e\u306e\u8a18\u8f09\uff08\u793e\u540d\uff09\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u3001\u4eba\u306b\u9078\u3070\u305b\u307e\u3059**\n4. **\u91cd\u8907\u306e\u691c\u51fa** \u2026 \u540c\u3058\u66f8\u985e\u304c\u518d\u9001\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u3068\u3001OCR\u7d50\u679c\u306e\u5148\u982d\u90e8\u5206\u3067\u91cd\u8907\u3092\u5224\u5b9a\u3057\u307e\u3059\n5. **\u4f1a\u8a08\u8cc7\u6599\u3067\u306a\u3044\u30d5\u30a1\u30a4\u30eb\u306e\u9664\u5916** \u2026 \u9867\u554f\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u306b\u306f\u3001\u4f1a\u8a08\u8cc7\u6599\u4ee5\u5916\u306e\u6dfb\u4ed8\uff08\u6848\u5185\u72b6\u3001\u5951\u7d04\u66f8\uff09\u3082\u6df7\u3056\u308a\u307e\u3059","ai_processing":"OCR\u3068AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3060\u3051\u3002\u91d1\u984d\u306e\u62bd\u51fa\u3082\u3001\u9805\u76ee\u306e\u69cb\u9020\u5316\u3082\u3053\u3053\u3067\u306f\u3057\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u66f8\u985e\u7a2e\u5225\u306e\u5224\u5225 | \u901a\u5e33\u306e\u5199\u3057\uff0f\u8acb\u6c42\u66f8\uff08\u53d7\u9818\uff09\uff0f\u8acb\u6c42\u66f8\uff08\u767a\u884c\uff09\uff0f\u9818\u53ce\u66f8\uff0f\u58f2\u4e0a\u5e33\uff0f\u7d66\u4e0e\u660e\u7d30\uff0f\u305d\u306e\u4ed6 |\n| \u5bfe\u8c61\u6708\u306e\u5224\u5225 | \u66f8\u985e\u306b\u8a18\u8f09\u3055\u308c\u305f\u65e5\u4ed8\u304b\u3089\u3001\u4f55\u6708\u5206\u304b\u3092\u5224\u5b9a\u3059\u308b |\n| \u9867\u554f\u5148\u306e\u7167\u5408 | \u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u793e\u540d\u304c\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b |\n| \u30da\u30fc\u30b8\u306e\u7bc4\u56f2 | \u901a\u5e33\u306e\u5199\u3057\u304c\u4f55\u30da\u30fc\u30b8\u5206\u304b\u3001\u3069\u306e\u671f\u9593\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u308b\u304b |\n| \u5224\u5225\u3067\u304d\u306a\u3044\u7406\u7531 | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3001\u7a2e\u5225\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044\u3001\u6708\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 |\n| \u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d | \u4e0d\u8db3\u3057\u3066\u3044\u308b\u66f8\u985e\u306e\u540d\u524d\u3068\u3001\u671f\u9650\u3092\u5165\u308c\u305f\u6587\u9762 |\n\n**\u91d1\u984d\u3084\u53d6\u5f15\u5185\u5bb9\u306e\u62bd\u51fa\u306f\u3057\u307e\u305b\u3093\u3002** \u305d\u308c\u306f\u8a18\u5e33\u306e\u5de5\u7a0b\u3067\u4f1a\u8a08\u30bd\u30d5\u30c8\u304c\u884c\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u5224\u5225\u3059\u308b\u306e\u306f\u300c\u4f55\u306e\u66f8\u985e\u304c\u3001\u4f55\u6708\u5206\u3001\u5c4a\u3044\u305f\u304b\u300d\u3060\u3051\u3067\u3059\u3002**\u5f79\u5272\u3092\u5e83\u3052\u308b\u3068\u3001\u5224\u5225\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u3001\u78ba\u8a8d\u306e\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4f1a\u8a08\u4e8b\u52d9\u6240\u306e\u8cc7\u6599\u53d7\u9818\u3092\u62c5\u5f53\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\nOCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u66f8\u985e\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3068\u5bfe\u8c61\u6708\u3092\u5224\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3001\u53d6\u5f15\u5148\u540d\u3001\u52d8\u5b9a\u79d1\u76ee\u3092\u62bd\u51fa\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u3053\u306e\u51e6\u7406\u3067\u5fc5\u8981\u306a\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3068\u5bfe\u8c61\u6708\u3060\u3051\u3067\u3059\u3002\n- \u5bfe\u8c61\u6708\u304c\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  target_month \u3092 null \u306b\u3057\u3001reason \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u30d5\u30a1\u30a4\u30eb\u306e\u9001\u4fe1\u65e5\u304b\u3089\u63a8\u6e2c\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n- \u66f8\u985e\u306e\u7a2e\u985e\u304c\u5224\u5225\u3067\u304d\u306a\u3044\u5834\u5408\u306f document_type \u3092 unknown \u306b\u3057\u3001\n  \u8aad\u307f\u53d6\u308c\u305f\u7279\u5fb4\uff08\u8868\u306e\u898b\u51fa\u3057\u3001\u5370\u5b57\u3055\u308c\u3066\u3044\u308b\u8a9e\uff09\u3092 features \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u901a\u5e33\u306e\u5199\u3057\u306e\u5834\u5408\u3001\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u671f\u9593\u306e\u6700\u521d\u306e\u65e5\u3068\u6700\u5f8c\u306e\u65e5\u3092\n  period_from \/ period_to \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308c\u306a\u3044\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070 unreadable_pages \u306b\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u8a18\u8f09\u3055\u308c\u305f\u793e\u540d\u304c\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u540d\n  \u300c{expected_client_name}\u300d\u3068\u7570\u306a\u308b\u5834\u5408\u306f\u3001\n  client_name_match \u3092 false \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8868\u8a18\u306e\u63fa\u308c\uff08\u682a\u5f0f\u4f1a\u793e\u306e\u524d\u5f8c\u3001\u65e7\u5b57\u4f53\uff09\u306f\u4e00\u81f4\u3068\u3057\u3066\u6271\u3063\u3066\u69cb\u3044\u307e\u305b\u3093\u3002\n\n\u3010\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u3011{expected_client_name}\n\u3010\u3053\u306e\u9867\u554f\u5148\u304c\u4f8b\u5e74\u9001\u3063\u3066\u304f\u308b\u66f8\u985e\u3011{past_document_types}\n\u3010OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u3011{ocr_text}\n\u3010\u624b\u66f8\u304d\u3068\u5224\u5b9a\u3055\u308c\u305f\u7b87\u6240\u3011{handwritten_spans}\n\u3010\u30d5\u30a1\u30a4\u30eb\u540d\u30fb\u9001\u4fe1\u65e5\u6642\u3011{file_meta}\n```\n\n**\u300c\u9001\u4fe1\u65e5\u304b\u3089\u5bfe\u8c61\u6708\u3092\u63a8\u6e2c\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u306e\u6307\u793a\u304c\u5fc5\u8981\u3067\u3059\u3002** 9\u670810\u65e5\u306b\u5c4a\u3044\u305f\u8cc7\u6599\u306f8\u6708\u5206\u306e\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u30017\u6708\u5206\u304c\u9045\u308c\u3066\u5c4a\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u63a8\u6e2c\u30678\u6708\u5206\u3068\u3057\u3066\u8a18\u9332\u3059\u308b\u3068\u30018\u6708\u5206\u304c\u5c4a\u3044\u305f\u3053\u3068\u306b\u306a\u308a\u3001\u7763\u4fc3\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u3053\u308c\u306f\u4e0d\u8db3\u3092\u898b\u9003\u3059\u65b9\u5411\u306e\u8aa4\u308a\u306a\u306e\u3067\u3001\u907f\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002","output_data":"```json\n{\n  \"document_type\": \"bankbook | invoice_received | invoice_issued | receipt | sales_ledger | payroll | other | unknown\",\n  \"target_month\": \"\",\n  \"period_from\": \"\",\n  \"period_to\": \"\",\n  \"client_name_match\": true,\n  \"page_count\": 0,\n  \"unreadable_pages\": [],\n  \"features\": [],\n  \"confidence\": \"high | medium | low\",\n  \"reason\": \"\"\n}\n```\n\n`target_month` \u3092 `null` \u306b\u3067\u304d\u308b\u5f62\u306b\u3059\u308b\u306e\u304c\u91cd\u8981\u3067\u3059\u3002**\u7a7a\u6587\u5b57\u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u5f8c\u6bb5\u304c\u305d\u308c\u3092\u300c\u4eca\u6708\u5206\u300d\u3068\u3057\u3066\u6271\u3046\u5b9f\u88c5\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002**\n\n`confidence` \u304c low \u306e\u3082\u306e\u306f\u3001\u81ea\u52d5\u3067\u4fdd\u5b58\u305b\u305a\u3001\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u5217\u306b\u5165\u308c\u307e\u3059\u3002","integration_systems":"**\u4fdd\u5b58\uff1a** \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001`{\u66f8\u985e\u7a2e\u5225}_{\u5bfe\u8c61\u5e74\u6708}_{\u9023\u756a}.pdf` \u306e\u5f62\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002**\u5224\u5225\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u306f `_\u8981\u78ba\u8a8d` \u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7d1b\u308c\u3055\u305b\u308b\u3068\u3001\u62c5\u5f53\u8005\u304c\u300c\u5c4a\u3044\u3066\u3044\u308b\u300d\u3068\u8aa4\u89e3\u3057\u307e\u3059\u3002\n\n**\u53d7\u9818\u53f0\u5e33\uff1a** \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3001\u9867\u554f\u5148\u00d7\u66f8\u985e\u7a2e\u5225\u00d7\u5bfe\u8c61\u6708\u306e\u53d7\u9818\u72b6\u6cc1\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u5217\u306f\u3001\u9867\u554f\u5148\u30b3\u30fc\u30c9\u3001\u66f8\u985e\u7a2e\u5225\u3001\u5bfe\u8c61\u6708\u3001\u53d7\u9818\u65e5\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3001\u5224\u5225\u306e\u78ba\u4fe1\u5ea6\u3001\u78ba\u8a8d\u6e08\u307f\u304b\u3001\u3067\u3059\u3002\n\n**\u4e0d\u8db3\u4e00\u89a7\uff1a** \u6bce\u670810\u65e5\u30fb20\u65e5\u30fb25\u65e5\u306b\u3001\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3068\u53d7\u9818\u53f0\u5e33\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u4e0d\u8db3\u3092\u51fa\u3057\u307e\u3059\u3002\u9867\u554f\u5148\u3054\u3068\u306b1\u884c\u306b\u307e\u3068\u3081\u3001\u4e0d\u8db3\u3057\u3066\u3044\u308b\u66f8\u985e\u540d\u3092\u4e26\u3079\u307e\u3059\u3002\n\n**\u7763\u4fc3\u6587\uff1a** \u9867\u554f\u5148\u3054\u3068\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u7406\u7531\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u3072\u3068\u3064\u306f\u3001\u3059\u3067\u306b\u96fb\u8a71\u3067\u300c\u4eca\u6708\u306f\u9045\u308c\u308b\u300d\u3068\u805e\u3044\u3066\u3044\u308b\u9867\u554f\u5148\u306b\u7763\u4fc3\u3092\u9001\u308b\u3068\u5931\u793c\u306b\u306a\u308b\u3053\u3068\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001**\u9867\u554f\u5148\u3068\u306e\u95a2\u4fc2\u306f\u4e8b\u52d9\u6240\u306e\u8cc7\u7523\u3067\u3042\u308a\u3001\u81ea\u52d5\u9001\u4fe1\u306e\u30e1\u30fc\u30eb\u306b\u4efb\u305b\u308b\u90e8\u5206\u3067\u306f\u306a\u3044\u3053\u3068**\u3067\u3059\u3002\n\n**\u4f1a\u8a08\u30bd\u30d5\u30c8\u3078\u306e\u9023\u643a\u306f\u3057\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u53d7\u9818\u306e\u7ba1\u7406\u307e\u3067\u3067\u3059\u3002","human_review":"**\u5224\u5225\u306e\u7d50\u679c\u306f\u5168\u4ef6\u3001\u62c5\u5f53\u8005\u304c\u53d7\u9818\u53f0\u5e33\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u78ba\u8a8d\u306f\u300c\u4e00\u89a7\u3092\u3056\u3063\u3068\u898b\u308b\u300d\u7a0b\u5ea6\u3067\u30011\u4ef6\u305a\u3064\u958b\u304d\u76f4\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u5fc5\u305a\u4eba\u304c\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002\n\n- `confidence` \u304c low \u306e\u3082\u306e\n- `target_month` \u304c null \u306e\u3082\u306e\n- `client_name_match` \u304c false \u306e\u3082\u306e\n\n**\u3053\u306e3\u3064\u304c `_\u8981\u78ba\u8a8d` \u306b\u5165\u308a\u3001\u4eba\u304c\u5206\u985e\u3057\u307e\u3059\u3002** \u60f3\u5b9a\u3067\u306f\u3001\u67081,000\u679a\u306e\u3046\u3061100\u679a\u7a0b\u5ea6\u304c\u3053\u3053\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u7763\u4fc3\u6587\u306f\u5168\u4ef6\u3001\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u72b6\u6cc1\uff08\u4f53\u8abf\u3001\u7e41\u5fd9\u3001\u524d\u6708\u306e\u884c\u304d\u9055\u3044\uff09\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u771f\u304c\u307c\u3051\u3066\u8aad\u3081\u306a\u3044 | OCR\u306e\u7d50\u679c\u304c\u77ed\u3044\u5834\u5408\u306f\u5224\u5225\u306b\u56de\u3055\u305a\u3001`_\u8981\u78ba\u8a8d` \u306b\u5165\u308c\u308b\u3002**\u63a8\u6e2c\u3067\u7a2e\u5225\u3092\u4ed8\u3051\u306a\u3044** |\n| \u5bfe\u8c61\u6708\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `target_month` \u3092 null \u306b\u3057\u3001\u4eba\u306b\u56de\u3059\u3002\u9001\u4fe1\u65e5\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044 |\n| \u9867\u554f\u5148\u306e\u793e\u540d\u304c\u9055\u3046 | `client_name_match` \u3092 false \u306b\u3057\u3001\u4eba\u306b\u56de\u3059\u3002**\u5225\u306e\u9867\u554f\u5148\u306e\u8cc7\u6599\u304c\u8aa4\u3063\u3066\u9001\u3089\u308c\u3066\u304f\u308b\u3053\u3068\u304c\u3042\u308b** |\n| \u901a\u5e33\u306e\u5199\u3057\u304c\u8907\u6570\u56de\u306b\u5206\u3051\u3066\u5c4a\u304f | \u540c\u3058\u9867\u554f\u5148\u306e\u8fd1\u3044\u6642\u523b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u307e\u3068\u3081\u3066\u6271\u3046\u3002\u30da\u30fc\u30b8\u306e\u671f\u9593\u3067\u9023\u7d9a\u6027\u3092\u78ba\u8a8d\u3059\u308b |\n| \u524d\u6708\u5206\u30fb\u7fcc\u6708\u5206\u304c\u6df7\u3056\u308b | \u5bfe\u8c61\u6708\u3054\u3068\u306b\u5206\u3051\u3066\u8a18\u9332\u3059\u308b\u3002\u300c9\u6708\u5206\u306e\u8cc7\u6599\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u4e2d\u8eab\u304c8\u6708\u5206\u306a\u30898\u6708\u5206\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u540c\u3058\u66f8\u985e\u304c\u518d\u9001\u3055\u308c\u308b | \u30cf\u30c3\u30b7\u30e5\u3068OCR\u7d50\u679c\u306e\u5148\u982d\u3067\u91cd\u8907\u3092\u5224\u5b9a\u3057\u3001\u53f0\u5e33\u3092\u4e8c\u91cd\u306b\u66f4\u65b0\u3057\u306a\u3044 |\n| \u4f1a\u8a08\u8cc7\u6599\u3067\u306a\u3044\u6dfb\u4ed8\u304c\u6df7\u3056\u308b | `other` \u306b\u5206\u985e\u3057\u3001\u9867\u554f\u5148\u30d5\u30a9\u30eb\u30c0\u306e `_\u305d\u306e\u4ed6` \u306b\u5165\u308c\u308b |\n| \u90f5\u9001\u30fb\u6301\u53c2\u3067\u5c4a\u3044\u305f\u8cc7\u6599 | \u4e8b\u52d9\u6240\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u53d7\u9818\u7528\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u9867\u554f\u5148\u304c\u8cc7\u6599\u3092\u9001\u308b\u5148\u3092\u9593\u9055\u3048\u308b | \u62c5\u5f53\u8005\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u5206\u3092\u3001\u53d7\u9818\u7528\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u304c\u9867\u554f\u5148\u3067\u5909\u308f\u3063\u305f | \u53f0\u5e33\u306e\u30ea\u30b9\u30c8\u3092\u66f4\u65b0\u3059\u308b\u3002**\u66f4\u65b0\u3057\u306a\u3044\u3068\u3001\u4e0d\u8981\u306a\u7763\u4fc3\u304c\u6bce\u6708\u51fa\u308b** |\n| \u9867\u554f\u5148\u304c\u5ec3\u696d\u30fb\u5951\u7d04\u7d42\u4e86\u3057\u305f | \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u304b\u3089\u5916\u3059\u3002\u5916\u3055\u306a\u3044\u3068\u4e0d\u8db3\u3068\u3057\u3066\u51fa\u7d9a\u3051\u308b |","log_storage":"**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u66f8\u985e\u306e\u4fdd\u5b58\u305d\u306e\u3082\u306e\u304c\u4e8b\u52d9\u6240\u306e\u8cac\u52d9\u3067\u3059\u3002**\n\n- \u53d7\u9818\u3057\u305f\u66f8\u985e\u306e\u539f\u672c\uff08\u9867\u554f\u5148\u3054\u3068\u30fb\u6708\u3054\u3068\u306b\u6574\u7406\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\n- AI\u306e\u5224\u5225\u7d50\u679c\u3068\u78ba\u4fe1\u5ea6\n- **\u4eba\u304c\u5206\u985e\u3092\u76f4\u3057\u305f\u4ef6\uff08\u76f4\u3059\u524d\u3068\u76f4\u3057\u305f\u5f8c\uff09**\n- \u7763\u4fc3\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u9001\u3063\u305f\u62c5\u5f53\u8005\n- \u53d7\u9818\u53f0\u5e33\u306e\u66f4\u65b0\u5c65\u6b74\n\n**\u300c\u4eba\u304c\u5206\u985e\u3092\u76f4\u3057\u305f\u4ef6\u300d\u304c\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002** \u300c\u901a\u5e33\u306e\u5199\u3057\u3092\u8acb\u6c42\u66f8\u3068\u5224\u5225\u3057\u305f\u300d\u304c\u6708\u306b\u4f55\u4ef6\u3042\u308b\u304b\u3092\u6570\u3048\u307e\u3059\u3002\u7279\u5b9a\u306e\u9867\u554f\u5148\u3067\u8aa4\u308a\u304c\u96c6\u4e2d\u3059\u308b\u306a\u3089\u3001\u305d\u306e\u9867\u554f\u5148\u306e\u66f8\u985e\u306e\u5f62\u5f0f\u306b\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\n\n\u9867\u554f\u5148\u306e\u4f1a\u8a08\u8cc7\u6599\u306f\u3001\u9867\u554f\u5951\u7d04\u4e0a\u306e\u5b88\u79d8\u7fa9\u52d9\u306e\u5bfe\u8c61\u3067\u3059\u3002**\u4fdd\u5b58\u5834\u6240\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u3001\u62c5\u5f53\u8005\u3068\u7ba1\u7406\u8005\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":250,"assumption_workdays":20,"volume_month":250,"before_minutes_per_case":12,"after_minutes_per_case":3.600000000000000088817841970012523233890533447265625,"hourly_cost":3000,"before_hours_month":50,"after_hours_month":15,"saved_hours_month":35,"reduction_rate":70,"saved_hours_year":420,"annual_cost_effect":1260000,"summary":"\u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u8cc7\u6599\u3092\u5165\u529b\u306b\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3054\u3068\u306b\u4ed5\u5206\u3051\u3001\u305d\u306e\u9867\u554f\u5148\u306e\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4e0d\u8db3\u3092\u51fa\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u5c4a\u3044\u305f\u3082\u306e\u3092\u958b\u3044\u3066\u4f55\u304c\u6765\u305f\u304b\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u304b\u3089\u3001\u4e0d\u8db3\u306e\u4e00\u89a7\u3092\u898b\u3066\u7763\u4fc3\u6587\u3092\u9001\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u9867\u554f\u5148\u304b\u3089\u8cc7\u6599\u304c\u5c4a\u304f\uff08\u30e1\u30fc\u30eb\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c1\u30e3\u30c3\u30c8\u3001\u90f5\u9001\uff09\n2. \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u6dfb\u4ed8\u30921\u3064\u305a\u3064\u958b\u3044\u3066\u4e2d\u8eab\u3092\u898b\u308b\n3. \u300c\u3053\u308c\u306f9\u6708\u5206\u306e\u901a\u5e33\u306e\u5199\u3057\u300d\u300c\u3053\u308c\u306f8\u6708\u5206\u306e\u8acb\u6c42\u66f8\u300d\u3068\u5224\u5225\u3059\u308b\n4. \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u6708\u5225\u306b\u6574\u7406\u3057\u3066\u4fdd\u5b58\u3059\u308b\n5. \u305d\u306e\u9867\u554f\u5148\u306e\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\uff08\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u304b\u3001\u53f0\u5e33\u306e\u30e1\u30e2\uff09\u3068\u7167\u3089\u3059\n6. \u4e0d\u8db3\u304c\u3042\u308c\u3070\u3001\u7763\u4fc3\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u9001\u308b\n7. \u53f0\u5e33\u306b\u53d7\u9818\u306e\u8a18\u9332\u3092\u4ed8\u3051\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u4f55\u304c\u5c4a\u3044\u305f\u304b\u3092\u958b\u304f\u307e\u3067\u5206\u304b\u3089\u306a\u3044\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u304c\u300cIMG_2847.jpg\u300d\u300c\u30b9\u30ad\u30e3\u30f3_20260910.pdf\u300d\u306e\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002**250\u4ef6\u306e\u9867\u554f\u5148\u304b\u3089\u3001\u6708\u306b1,000\u679a\u4ee5\u4e0a\u306e\u66f8\u985e\u304c\u5c4a\u304d\u307e\u3059\u3002** 1\u679a\u305a\u3064\u958b\u3044\u3066\u5224\u5225\u3059\u308b\u4f5c\u696d\u304c\u3001\u305d\u306e\u307e\u307e\u6642\u9593\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u4f55\u6708\u5206\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u901a\u5e33\u306e\u5199\u3057\u306f\u4f55\u30da\u30fc\u30b8\u304b\u7d9a\u3051\u3066\u9001\u3089\u308c\u3001\u3069\u3053\u304b\u3089\u3069\u3053\u307e\u3067\u304c\u5f53\u6708\u5206\u304b\u3092\u8aad\u307e\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u524d\u6708\u5206\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3001\u7fcc\u6708\u5206\u304c\u5148\u306b\u6765\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u5fc5\u8981\u66f8\u985e\u304c\u9867\u554f\u5148\u3054\u3068\u306b\u9055\u3046\u3002** \u7d66\u4e0e\u304c\u3042\u308b\u5148\u3068\u306a\u3044\u5148\u3001\u6d88\u8cbb\u7a0e\u306e\u8ab2\u7a0e\u4e8b\u696d\u8005\u304b\u3069\u3046\u304b\u3001\u73fe\u91d1\u5546\u58f2\u304b\u3069\u3046\u304b\u3067\u3001\u5fc5\u8981\u306a\u66f8\u985e\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u3053\u306e\u5bfe\u5fdc\u304c\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002** \u62c5\u5f53\u304c\u4ee3\u308f\u308b\u3068\u3001\u4f55\u304c\u5fc5\u8981\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u7763\u4fc3\u304c\u9045\u308c\u308b\u3001\u307e\u305f\u306f\u6f0f\u308c\u308b\u3002** \u300c\u307e\u3060\u6765\u3066\u3044\u306a\u3044\u306a\u300d\u3068\u6c17\u3065\u304f\u306e\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u8a18\u5e33\u306b\u7740\u624b\u3057\u305f\u3068\u304d\u3067\u3059\u3002\u6708\u534a\u3070\u306b\u6c17\u3065\u3051\u3070\u4f59\u88d5\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6708\u672b\u306b\u6c17\u3065\u304f\u3068\u7de0\u3081\u304c\u305a\u308c\u307e\u3059\u3002**\u5fd9\u3057\u3044\u6708\u307b\u3069\u3001\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u307e\u3059\u3002**","before_flow_steps":["\u9867\u554f\u5148\u304b\u3089\u8cc7\u6599\u304c\u5c4a\u304f\uff08\u30e1\u30fc\u30eb\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c1\u30e3\u30c3\u30c8\u3001\u90f5\u9001\uff09","\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u6dfb\u4ed8\u30921\u3064\u305a\u3064\u958b\u3044\u3066\u4e2d\u8eab\u3092\u898b\u308b","\u300c\u3053\u308c\u306f9\u6708\u5206\u306e\u901a\u5e33\u306e\u5199\u3057\u300d\u300c\u3053\u308c\u306f8\u6708\u5206\u306e\u8acb\u6c42\u66f8\u300d\u3068\u5224\u5225\u3059\u308b","\u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u6708\u5225\u306b\u6574\u7406\u3057\u3066\u4fdd\u5b58\u3059\u308b","\u305d\u306e\u9867\u554f\u5148\u306e\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\uff08\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u304b\u3001\u53f0\u5e33\u306e\u30e1\u30e2\uff09\u3068\u7167\u3089\u3059","\u4e0d\u8db3\u304c\u3042\u308c\u3070\u3001\u7763\u4fc3\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u9001\u308b","\u53f0\u5e33\u306b\u53d7\u9818\u306e\u8a18\u9332\u3092\u4ed8\u3051\u308b"],"after_flow":"1. \u9867\u554f\u5148\u304b\u3089\u8cc7\u6599\u304c\u5c4a\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3001\u9867\u554f\u5148\u7528\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u65b0\u7740\u3092\u78ba\u8a8d\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u5c4a\u3044\u305f\u66f8\u985e\u3092OCR\u3067\u8aad\u307f\u53d6\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u66f8\u985e\u306e\u7a2e\u985e\uff08\u901a\u5e33\u306e\u5199\u3057\uff0f\u8acb\u6c42\u66f8\uff0f\u9818\u53ce\u66f8\uff0f\u58f2\u4e0a\u5e33\uff0f\u7d66\u4e0e\u660e\u7d30\u306a\u3069\uff09\u3092\u5224\u5225\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5bfe\u8c61\u6708\u3092\u5224\u5225\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001\u7a2e\u985e\u3068\u6708\u3067\u6574\u7406\u3057\u3066\u4fdd\u5b58\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u305d\u306e\u9867\u554f\u5148\u306e\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u4e0d\u8db3\u3092\u51fa\u3059\n8. **\u3010\u81ea\u52d5\u3011** \u6708\u306e10\u65e5\u300120\u65e5\u300125\u65e5\u306b\u3001\u4e0d\u8db3\u304c\u3042\u308b\u9867\u554f\u5148\u306e\u4e00\u89a7\u3068\u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u78ba\u8a8d\u3057\u3001\u7763\u4fc3\u6587\u3092\u9001\u308b\uff08\u307e\u305f\u306f\u9867\u554f\u5148\u306b\u96fb\u8a71\u3059\u308b\uff09\n10. **\u3010\u4eba\u3011** \u5224\u5225\u3067\u304d\u306a\u304b\u3063\u305f\u66f8\u985e\u3092\u4eba\u304c\u5206\u985e\u3059\u308b\n11. **\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306b\u53d7\u9818\u306e\u8a18\u9332\u3092\u4ed8\u3051\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u958b\u3044\u3066\u4f55\u304b\u3092\u5224\u5225\u3059\u308b\u300d\u300c\u6574\u7406\u3057\u3066\u4fdd\u5b58\u3059\u308b\u300d\u300c\u5fc5\u8981\u66f8\u985e\u3068\u7167\u3089\u3059\u300d\u306e3\u3064\u3067\u3059\u3002**\u7763\u4fc3\u3092\u9001\u308b\u306e\u306f\u4eba\u3067\u3059\u3002**\n\n**8\u756a\u76ee\u306e\u300c\u6708\u306e10\u65e5\u300120\u65e5\u300125\u65e5\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u304d\u3069\u3053\u308d\u3067\u3059\u3002** \u8a18\u5e33\u306b\u7740\u624b\u3057\u305f\u3068\u304d\u3067\u306f\u306a\u304f\u3001\u6c7a\u307e\u3063\u305f\u65e5\u306b\u4e0d\u8db3\u304c\u5206\u304b\u308a\u307e\u3059\u3002","after_flow_steps":["\u9867\u554f\u5148\u304b\u3089\u8cc7\u6599\u304c\u5c4a\u304f","**\u3010\u81ea\u52d5\u3011** 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\u6708\u306e10\u65e5\u300120\u65e5\u300125\u65e5\u306b\u3001\u4e0d\u8db3\u304c\u3042\u308b\u9867\u554f\u5148\u306e\u4e00\u89a7\u3068\u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u78ba\u8a8d\u3057\u3001\u7763\u4fc3\u6587\u3092\u9001\u308b\uff08\u307e\u305f\u306f\u9867\u554f\u5148\u306b\u96fb\u8a71\u3059\u308b\uff09","**\u3010\u4eba\u3011** \u5224\u5225\u3067\u304d\u306a\u304b\u3063\u305f\u66f8\u985e\u3092\u4eba\u304c\u5206\u985e\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306b\u53d7\u9818\u306e\u8a18\u9332\u3092\u4ed8\u3051\u308b"],"architecture":"```\n\u9867\u554f\u5148\n   \u2502 \u30e1\u30fc\u30eb\u6dfb\u4ed8 \/ \u30b9\u30c8\u30ec\u30fc\u30b8\u3078\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 \/ \u5199\u771f\n   \u25bc\n\u53d7\u9818\u7528\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u30fb\u5171\u6709\u30c9\u30e9\u30a4\u30d6\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u671d7\u6642\uff08\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff09\nGoogle Apps Script\n   \u2502\n   \u251c\u2500\u2500\u25b6 Gmail \/ Google \u30c9\u30e9\u30a4\u30d6 \u2500\u2500 \u65b0\u7740\u306e\u6dfb\u4ed8\u30fb\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u5f97\n   \u2502\n   \u251c\u2500\u2500\u25b6 Azure AI Document Intelligence\uff08prebuilt-read\uff09\n   \u2502       \u2514\u2500 \u5370\u5237\u6587\u5b57\u30fb\u624b\u66f8\u304d\u6587\u5b57\u3092\u62bd\u51fa\n   \u2502\n   \u251c\u2500\u2500\u25b6 Claude API\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502       \u2500 \u66f8\u985e\u306e\u7a2e\u985e\u3092\u5224\u5225\n   \u2502       \u2500 \u5bfe\u8c61\u6708\u3092\u5224\u5225\n   \u2502       \u2500 \u9867\u554f\u5148\u3092\u7279\u5b9a\uff08\u5dee\u51fa\u4eba\u30fb\u66f8\u985e\u306e\u8a18\u8f09\u304b\u3089\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\uff08\u7a2e\u985e_\u5e74\u6708_\u9023\u756a\uff09\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u53d7\u9818\u53f0\u5e33\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\u3092\u66f4\u65b0\n   \u2502\n   \u25bc\u3010\u6bce\u670810\u65e5 \/ 20\u65e5 \/ 25\u65e5\u3011\n\u4e0d\u8db3\u4e00\u89a7 \uff0b \u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d\n   \u2502\n   \u25bc\u3010\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u9001\u4fe1\u3011\u62c5\u5f53\u8005\u304c\u7763\u4fc3\u3059\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Google Apps Script | Power Automate\u3001Make\u3001n8n |\n| OCR | Azure AI Document Intelligence\uff08prebuilt-read\uff09 | Google Document AI\u3001AWS Textract |\n| \u751f\u6210AI | Claude API\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6 | SharePoint\u3001Box |\n| \u53d7\u9818\u53f0\u5e33 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Excel Online\u3001\u4f1a\u8a08\u4e8b\u52d9\u6240\u5411\u3051\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u4f1a\u8a08\u4e8b\u52d9\u6240\u5411\u3051\u306e\u8cc7\u6599\u56de\u53ceSaaS\u3092\u5148\u306b\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** 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\u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u671d7\u6642**\u306b\u3001\u524d\u65e5\u304b\u3089\u5f53\u65e5\u671d\u307e\u3067\u306b\u5c4a\u3044\u305f\u3082\u306e\u3092\u51e6\u7406\u3057\u307e\u3059\u3002Google Apps Script 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\u524d\u51e6\u7406\n\n1. **\u753b\u50cf\u306e\u54c1\u8cea\u78ba\u8a8d** \u2026 \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u50be\u304d\u3001\u5f71\u3001\u30d4\u30f3\u307c\u3051\u304c\u3042\u308a\u307e\u3059\u3002**OCR\u306e\u7d50\u679c\u304c\u77ed\u3059\u304e\u308b\uff08\u6587\u5b57\u304c\u307b\u3068\u3093\u3069\u53d6\u308c\u306a\u3044\uff09\u5834\u5408\u306f\u3001\u5224\u5225\u306b\u56de\u3055\u305a\u300c\u8aad\u307f\u53d6\u308c\u306a\u3044\u300d\u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059**\n2. **\u8907\u6570\u30da\u30fc\u30b8\u306e\u7d50\u5408** \u2026 \u901a\u5e33\u306e\u5199\u3057\u306f\u3001\u9023\u7d9a\u3057\u3066\u9001\u3089\u308c\u305f\u8907\u6570\u306e\u753b\u50cf\u304c1\u518a\u5206\u3067\u3042\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u9001\u4fe1\u65e5\u6642\u304c\u8fd1\u304f\u3001\u540c\u3058\u9867\u554f\u5148\u304b\u3089\u306e\u3082\u306e\u3092\u307e\u3068\u3081\u3066\u6271\u3044\u307e\u3059\n3. **\u9867\u554f\u5148\u306e\u7279\u5b9a** \u2026 \u30d5\u30a9\u30eb\u30c0\u3067\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u3092\u4f7f\u3044\u307e\u3059\u3002\u30e1\u30fc\u30eb\u306e\u5834\u5408\u306f\u5dee\u51fa\u4eba\u30a2\u30c9\u30ec\u30b9\u3067\u9867\u554f\u5148\u30de\u30b9\u30bf\u3092\u5f15\u304d\u307e\u3059\u3002**\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u66f8\u985e\u306e\u8a18\u8f09\uff08\u793e\u540d\uff09\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u3001\u4eba\u306b\u9078\u3070\u305b\u307e\u3059**\n4. **\u91cd\u8907\u306e\u691c\u51fa** \u2026 \u540c\u3058\u66f8\u985e\u304c\u518d\u9001\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u3068\u3001OCR\u7d50\u679c\u306e\u5148\u982d\u90e8\u5206\u3067\u91cd\u8907\u3092\u5224\u5b9a\u3057\u307e\u3059\n5. **\u4f1a\u8a08\u8cc7\u6599\u3067\u306a\u3044\u30d5\u30a1\u30a4\u30eb\u306e\u9664\u5916** \u2026 \u9867\u554f\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u306b\u306f\u3001\u4f1a\u8a08\u8cc7\u6599\u4ee5\u5916\u306e\u6dfb\u4ed8\uff08\u6848\u5185\u72b6\u3001\u5951\u7d04\u66f8\uff09\u3082\u6df7\u3056\u308a\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nOCR\u3068AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3060\u3051\u3002\u91d1\u984d\u306e\u62bd\u51fa\u3082\u3001\u9805\u76ee\u306e\u69cb\u9020\u5316\u3082\u3053\u3053\u3067\u306f\u3057\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u66f8\u985e\u7a2e\u5225\u306e\u5224\u5225 | \u901a\u5e33\u306e\u5199\u3057\uff0f\u8acb\u6c42\u66f8\uff08\u53d7\u9818\uff09\uff0f\u8acb\u6c42\u66f8\uff08\u767a\u884c\uff09\uff0f\u9818\u53ce\u66f8\uff0f\u58f2\u4e0a\u5e33\uff0f\u7d66\u4e0e\u660e\u7d30\uff0f\u305d\u306e\u4ed6 |\n| \u5bfe\u8c61\u6708\u306e\u5224\u5225 | \u66f8\u985e\u306b\u8a18\u8f09\u3055\u308c\u305f\u65e5\u4ed8\u304b\u3089\u3001\u4f55\u6708\u5206\u304b\u3092\u5224\u5b9a\u3059\u308b |\n| \u9867\u554f\u5148\u306e\u7167\u5408 | \u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u793e\u540d\u304c\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b |\n| \u30da\u30fc\u30b8\u306e\u7bc4\u56f2 | \u901a\u5e33\u306e\u5199\u3057\u304c\u4f55\u30da\u30fc\u30b8\u5206\u304b\u3001\u3069\u306e\u671f\u9593\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u308b\u304b |\n| \u5224\u5225\u3067\u304d\u306a\u3044\u7406\u7531 | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3001\u7a2e\u5225\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044\u3001\u6708\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 |\n| \u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d | \u4e0d\u8db3\u3057\u3066\u3044\u308b\u66f8\u985e\u306e\u540d\u524d\u3068\u3001\u671f\u9650\u3092\u5165\u308c\u305f\u6587\u9762 |\n\n**\u91d1\u984d\u3084\u53d6\u5f15\u5185\u5bb9\u306e\u62bd\u51fa\u306f\u3057\u307e\u305b\u3093\u3002** \u305d\u308c\u306f\u8a18\u5e33\u306e\u5de5\u7a0b\u3067\u4f1a\u8a08\u30bd\u30d5\u30c8\u304c\u884c\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u5224\u5225\u3059\u308b\u306e\u306f\u300c\u4f55\u306e\u66f8\u985e\u304c\u3001\u4f55\u6708\u5206\u3001\u5c4a\u3044\u305f\u304b\u300d\u3060\u3051\u3067\u3059\u3002**\u5f79\u5272\u3092\u5e83\u3052\u308b\u3068\u3001\u5224\u5225\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u3001\u78ba\u8a8d\u306e\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u4f1a\u8a08\u4e8b\u52d9\u6240\u306e\u8cc7\u6599\u53d7\u9818\u3092\u62c5\u5f53\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\nOCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u66f8\u985e\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3068\u5bfe\u8c61\u6708\u3092\u5224\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3001\u53d6\u5f15\u5148\u540d\u3001\u52d8\u5b9a\u79d1\u76ee\u3092\u62bd\u51fa\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u3053\u306e\u51e6\u7406\u3067\u5fc5\u8981\u306a\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3068\u5bfe\u8c61\u6708\u3060\u3051\u3067\u3059\u3002\n- \u5bfe\u8c61\u6708\u304c\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  target_month \u3092 null \u306b\u3057\u3001reason \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u30d5\u30a1\u30a4\u30eb\u306e\u9001\u4fe1\u65e5\u304b\u3089\u63a8\u6e2c\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n- \u66f8\u985e\u306e\u7a2e\u985e\u304c\u5224\u5225\u3067\u304d\u306a\u3044\u5834\u5408\u306f document_type \u3092 unknown \u306b\u3057\u3001\n  \u8aad\u307f\u53d6\u308c\u305f\u7279\u5fb4\uff08\u8868\u306e\u898b\u51fa\u3057\u3001\u5370\u5b57\u3055\u308c\u3066\u3044\u308b\u8a9e\uff09\u3092 features \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u901a\u5e33\u306e\u5199\u3057\u306e\u5834\u5408\u3001\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u671f\u9593\u306e\u6700\u521d\u306e\u65e5\u3068\u6700\u5f8c\u306e\u65e5\u3092\n  period_from \/ period_to \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308c\u306a\u3044\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070 unreadable_pages \u306b\u8a18\u8f09\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u8a18\u8f09\u3055\u308c\u305f\u793e\u540d\u304c\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u540d\n  \u300c{expected_client_name}\u300d\u3068\u7570\u306a\u308b\u5834\u5408\u306f\u3001\n  client_name_match \u3092 false \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8868\u8a18\u306e\u63fa\u308c\uff08\u682a\u5f0f\u4f1a\u793e\u306e\u524d\u5f8c\u3001\u65e7\u5b57\u4f53\uff09\u306f\u4e00\u81f4\u3068\u3057\u3066\u6271\u3063\u3066\u69cb\u3044\u307e\u305b\u3093\u3002\n\n\u3010\u60f3\u5b9a\u3057\u3066\u3044\u308b\u9867\u554f\u5148\u3011{expected_client_name}\n\u3010\u3053\u306e\u9867\u554f\u5148\u304c\u4f8b\u5e74\u9001\u3063\u3066\u304f\u308b\u66f8\u985e\u3011{past_document_types}\n\u3010OCR\u3067\u8aad\u307f\u53d6\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u3011{ocr_text}\n\u3010\u624b\u66f8\u304d\u3068\u5224\u5b9a\u3055\u308c\u305f\u7b87\u6240\u3011{handwritten_spans}\n\u3010\u30d5\u30a1\u30a4\u30eb\u540d\u30fb\u9001\u4fe1\u65e5\u6642\u3011{file_meta}\n```\n\n**\u300c\u9001\u4fe1\u65e5\u304b\u3089\u5bfe\u8c61\u6708\u3092\u63a8\u6e2c\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u306e\u6307\u793a\u304c\u5fc5\u8981\u3067\u3059\u3002** 9\u670810\u65e5\u306b\u5c4a\u3044\u305f\u8cc7\u6599\u306f8\u6708\u5206\u306e\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u304c\u30017\u6708\u5206\u304c\u9045\u308c\u3066\u5c4a\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u63a8\u6e2c\u30678\u6708\u5206\u3068\u3057\u3066\u8a18\u9332\u3059\u308b\u3068\u30018\u6708\u5206\u304c\u5c4a\u3044\u305f\u3053\u3068\u306b\u306a\u308a\u3001\u7763\u4fc3\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u3053\u308c\u306f\u4e0d\u8db3\u3092\u898b\u9003\u3059\u65b9\u5411\u306e\u8aa4\u308a\u306a\u306e\u3067\u3001\u907f\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"document_type\": \"bankbook | invoice_received | invoice_issued | receipt | sales_ledger | payroll | other | unknown\",\n  \"target_month\": \"\",\n  \"period_from\": \"\",\n  \"period_to\": \"\",\n  \"client_name_match\": true,\n  \"page_count\": 0,\n  \"unreadable_pages\": [],\n  \"features\": [],\n  \"confidence\": \"high | medium | low\",\n  \"reason\": \"\"\n}\n```\n\n`target_month` \u3092 `null` \u306b\u3067\u304d\u308b\u5f62\u306b\u3059\u308b\u306e\u304c\u91cd\u8981\u3067\u3059\u3002**\u7a7a\u6587\u5b57\u3067\u8fd4\u3055\u305b\u308b\u3068\u3001\u5f8c\u6bb5\u304c\u305d\u308c\u3092\u300c\u4eca\u6708\u5206\u300d\u3068\u3057\u3066\u6271\u3046\u5b9f\u88c5\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002**\n\n`confidence` \u304c low \u306e\u3082\u306e\u306f\u3001\u81ea\u52d5\u3067\u4fdd\u5b58\u305b\u305a\u3001\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3059\u5217\u306b\u5165\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n**\u4fdd\u5b58\uff1a** \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3001`{\u66f8\u985e\u7a2e\u5225}_{\u5bfe\u8c61\u5e74\u6708}_{\u9023\u756a}.pdf` \u306e\u5f62\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002**\u5224\u5225\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u306f `_\u8981\u78ba\u8a8d` \u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7d1b\u308c\u3055\u305b\u308b\u3068\u3001\u62c5\u5f53\u8005\u304c\u300c\u5c4a\u3044\u3066\u3044\u308b\u300d\u3068\u8aa4\u89e3\u3057\u307e\u3059\u3002\n\n**\u53d7\u9818\u53f0\u5e33\uff1a** \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3001\u9867\u554f\u5148\u00d7\u66f8\u985e\u7a2e\u5225\u00d7\u5bfe\u8c61\u6708\u306e\u53d7\u9818\u72b6\u6cc1\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u5217\u306f\u3001\u9867\u554f\u5148\u30b3\u30fc\u30c9\u3001\u66f8\u985e\u7a2e\u5225\u3001\u5bfe\u8c61\u6708\u3001\u53d7\u9818\u65e5\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3001\u5224\u5225\u306e\u78ba\u4fe1\u5ea6\u3001\u78ba\u8a8d\u6e08\u307f\u304b\u3001\u3067\u3059\u3002\n\n**\u4e0d\u8db3\u4e00\u89a7\uff1a** \u6bce\u670810\u65e5\u30fb20\u65e5\u30fb25\u65e5\u306b\u3001\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3068\u53d7\u9818\u53f0\u5e33\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u4e0d\u8db3\u3092\u51fa\u3057\u307e\u3059\u3002\u9867\u554f\u5148\u3054\u3068\u306b1\u884c\u306b\u307e\u3068\u3081\u3001\u4e0d\u8db3\u3057\u3066\u3044\u308b\u66f8\u985e\u540d\u3092\u4e26\u3079\u307e\u3059\u3002\n\n**\u7763\u4fc3\u6587\uff1a** \u9867\u554f\u5148\u3054\u3068\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u7406\u7531\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u3072\u3068\u3064\u306f\u3001\u3059\u3067\u306b\u96fb\u8a71\u3067\u300c\u4eca\u6708\u306f\u9045\u308c\u308b\u300d\u3068\u805e\u3044\u3066\u3044\u308b\u9867\u554f\u5148\u306b\u7763\u4fc3\u3092\u9001\u308b\u3068\u5931\u793c\u306b\u306a\u308b\u3053\u3068\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001**\u9867\u554f\u5148\u3068\u306e\u95a2\u4fc2\u306f\u4e8b\u52d9\u6240\u306e\u8cc7\u7523\u3067\u3042\u308a\u3001\u81ea\u52d5\u9001\u4fe1\u306e\u30e1\u30fc\u30eb\u306b\u4efb\u305b\u308b\u90e8\u5206\u3067\u306f\u306a\u3044\u3053\u3068**\u3067\u3059\u3002\n\n**\u4f1a\u8a08\u30bd\u30d5\u30c8\u3078\u306e\u9023\u643a\u306f\u3057\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u53d7\u9818\u306e\u7ba1\u7406\u307e\u3067\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5224\u5225\u306e\u7d50\u679c\u306f\u5168\u4ef6\u3001\u62c5\u5f53\u8005\u304c\u53d7\u9818\u53f0\u5e33\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u78ba\u8a8d\u306f\u300c\u4e00\u89a7\u3092\u3056\u3063\u3068\u898b\u308b\u300d\u7a0b\u5ea6\u3067\u30011\u4ef6\u305a\u3064\u958b\u304d\u76f4\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u5fc5\u305a\u4eba\u304c\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002\n\n- `confidence` \u304c low \u306e\u3082\u306e\n- `target_month` \u304c null \u306e\u3082\u306e\n- `client_name_match` \u304c false \u306e\u3082\u306e\n\n**\u3053\u306e3\u3064\u304c `_\u8981\u78ba\u8a8d` \u306b\u5165\u308a\u3001\u4eba\u304c\u5206\u985e\u3057\u307e\u3059\u3002** \u60f3\u5b9a\u3067\u306f\u3001\u67081,000\u679a\u306e\u3046\u3061100\u679a\u7a0b\u5ea6\u304c\u3053\u3053\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u7763\u4fc3\u6587\u306f\u5168\u4ef6\u3001\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u72b6\u6cc1\uff08\u4f53\u8abf\u3001\u7e41\u5fd9\u3001\u524d\u6708\u306e\u884c\u304d\u9055\u3044\uff09\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u771f\u304c\u307c\u3051\u3066\u8aad\u3081\u306a\u3044 | OCR\u306e\u7d50\u679c\u304c\u77ed\u3044\u5834\u5408\u306f\u5224\u5225\u306b\u56de\u3055\u305a\u3001`_\u8981\u78ba\u8a8d` \u306b\u5165\u308c\u308b\u3002**\u63a8\u6e2c\u3067\u7a2e\u5225\u3092\u4ed8\u3051\u306a\u3044** |\n| \u5bfe\u8c61\u6708\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `target_month` \u3092 null \u306b\u3057\u3001\u4eba\u306b\u56de\u3059\u3002\u9001\u4fe1\u65e5\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044 |\n| \u9867\u554f\u5148\u306e\u793e\u540d\u304c\u9055\u3046 | `client_name_match` \u3092 false \u306b\u3057\u3001\u4eba\u306b\u56de\u3059\u3002**\u5225\u306e\u9867\u554f\u5148\u306e\u8cc7\u6599\u304c\u8aa4\u3063\u3066\u9001\u3089\u308c\u3066\u304f\u308b\u3053\u3068\u304c\u3042\u308b** |\n| \u901a\u5e33\u306e\u5199\u3057\u304c\u8907\u6570\u56de\u306b\u5206\u3051\u3066\u5c4a\u304f | \u540c\u3058\u9867\u554f\u5148\u306e\u8fd1\u3044\u6642\u523b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u307e\u3068\u3081\u3066\u6271\u3046\u3002\u30da\u30fc\u30b8\u306e\u671f\u9593\u3067\u9023\u7d9a\u6027\u3092\u78ba\u8a8d\u3059\u308b |\n| \u524d\u6708\u5206\u30fb\u7fcc\u6708\u5206\u304c\u6df7\u3056\u308b | \u5bfe\u8c61\u6708\u3054\u3068\u306b\u5206\u3051\u3066\u8a18\u9332\u3059\u308b\u3002\u300c9\u6708\u5206\u306e\u8cc7\u6599\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u4e2d\u8eab\u304c8\u6708\u5206\u306a\u30898\u6708\u5206\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u540c\u3058\u66f8\u985e\u304c\u518d\u9001\u3055\u308c\u308b | \u30cf\u30c3\u30b7\u30e5\u3068OCR\u7d50\u679c\u306e\u5148\u982d\u3067\u91cd\u8907\u3092\u5224\u5b9a\u3057\u3001\u53f0\u5e33\u3092\u4e8c\u91cd\u306b\u66f4\u65b0\u3057\u306a\u3044 |\n| \u4f1a\u8a08\u8cc7\u6599\u3067\u306a\u3044\u6dfb\u4ed8\u304c\u6df7\u3056\u308b | `other` \u306b\u5206\u985e\u3057\u3001\u9867\u554f\u5148\u30d5\u30a9\u30eb\u30c0\u306e `_\u305d\u306e\u4ed6` \u306b\u5165\u308c\u308b |\n| \u90f5\u9001\u30fb\u6301\u53c2\u3067\u5c4a\u3044\u305f\u8cc7\u6599 | \u4e8b\u52d9\u6240\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u53d7\u9818\u7528\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u9867\u554f\u5148\u304c\u8cc7\u6599\u3092\u9001\u308b\u5148\u3092\u9593\u9055\u3048\u308b | \u62c5\u5f53\u8005\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u5206\u3092\u3001\u53d7\u9818\u7528\u30a2\u30c9\u30ec\u30b9\u3078\u8ee2\u9001\u3059\u308b\u904b\u7528\u306b\u3059\u308b |\n| \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u304c\u9867\u554f\u5148\u3067\u5909\u308f\u3063\u305f | \u53f0\u5e33\u306e\u30ea\u30b9\u30c8\u3092\u66f4\u65b0\u3059\u308b\u3002**\u66f4\u65b0\u3057\u306a\u3044\u3068\u3001\u4e0d\u8981\u306a\u7763\u4fc3\u304c\u6bce\u6708\u51fa\u308b** |\n| \u9867\u554f\u5148\u304c\u5ec3\u696d\u30fb\u5951\u7d04\u7d42\u4e86\u3057\u305f | \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u304b\u3089\u5916\u3059\u3002\u5916\u3055\u306a\u3044\u3068\u4e0d\u8db3\u3068\u3057\u3066\u51fa\u7d9a\u3051\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u66f8\u985e\u306e\u4fdd\u5b58\u305d\u306e\u3082\u306e\u304c\u4e8b\u52d9\u6240\u306e\u8cac\u52d9\u3067\u3059\u3002**\n\n- \u53d7\u9818\u3057\u305f\u66f8\u985e\u306e\u539f\u672c\uff08\u9867\u554f\u5148\u3054\u3068\u30fb\u6708\u3054\u3068\u306b\u6574\u7406\uff09\n- OCR\u306e\u62bd\u51fa\u7d50\u679c\n- AI\u306e\u5224\u5225\u7d50\u679c\u3068\u78ba\u4fe1\u5ea6\n- **\u4eba\u304c\u5206\u985e\u3092\u76f4\u3057\u305f\u4ef6\uff08\u76f4\u3059\u524d\u3068\u76f4\u3057\u305f\u5f8c\uff09**\n- \u7763\u4fc3\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u9001\u3063\u305f\u62c5\u5f53\u8005\n- \u53d7\u9818\u53f0\u5e33\u306e\u66f4\u65b0\u5c65\u6b74\n\n**\u300c\u4eba\u304c\u5206\u985e\u3092\u76f4\u3057\u305f\u4ef6\u300d\u304c\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002** \u300c\u901a\u5e33\u306e\u5199\u3057\u3092\u8acb\u6c42\u66f8\u3068\u5224\u5225\u3057\u305f\u300d\u304c\u6708\u306b\u4f55\u4ef6\u3042\u308b\u304b\u3092\u6570\u3048\u307e\u3059\u3002\u7279\u5b9a\u306e\u9867\u554f\u5148\u3067\u8aa4\u308a\u304c\u96c6\u4e2d\u3059\u308b\u306a\u3089\u3001\u305d\u306e\u9867\u554f\u5148\u306e\u66f8\u985e\u306e\u5f62\u5f0f\u306b\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\n\n\u9867\u554f\u5148\u306e\u4f1a\u8a08\u8cc7\u6599\u306f\u3001\u9867\u554f\u5951\u7d04\u4e0a\u306e\u5b88\u79d8\u7fa9\u52d9\u306e\u5bfe\u8c61\u3067\u3059\u3002**\u4fdd\u5b58\u5834\u6240\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u3001\u62c5\u5f53\u8005\u3068\u7ba1\u7406\u8005\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup":"1. **\u9867\u554f\u5148\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3092\u4f5c\u308b**\uff08\u62c5\u5f53\u8005\u306b\u805e\u304d\u53d6\u308a\u3001\u53f0\u5e33\u306b\u66f8\u304f\uff09\n2. \u5148\u6708\u5c4a\u3044\u305f\u8cc7\u6599\u309250\u679a\u9078\u3076\uff08\u9867\u554f\u5148\u3068\u66f8\u985e\u306e\u7a2e\u985e\u3092\u3070\u3089\u3070\u3089\u306b\uff09\n3. Document Intelligence Studio \u306b1\u679a\u305a\u3064\u6295\u5165\u3057\u3001\u6587\u5b57\u304c\u8aad\u3081\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\n4. \u8aad\u307f\u53d6\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210AI\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u66f8\u985e\u7a2e\u5225\u3068\u5bfe\u8c61\u6708\u3092\u5224\u5225\u3055\u305b\u308b\n5. \u62c5\u5f53\u8005\u304c\u300c\u3053\u306e\u5224\u5225\u306f\u6b63\u3057\u3044\u304b\u300d\u30921\u679a\u305a\u3064\u78ba\u8a8d\u3059\u308b\n\n**1\u756a\u76ee\u304c\u672c\u4f53\u3067\u3059\u3002** \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3092\u4f5c\u308b\u3060\u3051\u3067\u3001\u4e0d\u8db3\u306e\u78ba\u8a8d\u304c\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u304b\u3089\u53f0\u5e33\u306b\u79fb\u308a\u307e\u3059\u3002**AI\u3092\u5165\u308c\u306a\u304f\u3066\u3082\u3001\u3053\u3053\u306b\u52b9\u679c\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u3057\u3066\u3001\u30ea\u30b9\u30c8\u304c\u7121\u3051\u308c\u3070\u3053\u306e\u69cb\u6210\u306f\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u5224\u5225\u306e\u6b63\u78ba\u3055 | \u5224\u65ad |\n|:--|:--|\n| \u7a2e\u5225\u306e\u6b63\u89e3\u304c8\u5272\u4ee5\u4e0a\u3001\u5bfe\u8c61\u6708\u306e\u6b63\u89e3\u304c8\u5272\u4ee5\u4e0a | \u9032\u3081\u3066\u3088\u3044 |\n| \u7a2e\u5225\u306f\u5f53\u305f\u308b\u304c\u5bfe\u8c61\u6708\u304c\u5916\u308c\u308b | \u5bfe\u8c61\u6708\u306e\u5224\u5225\u3092\u8ae6\u3081\u3001`_\u8981\u78ba\u8a8d` \u306b\u56de\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3002**\u7a2e\u5225\u306e\u4ed5\u5206\u3051\u3060\u3051\u3067\u3082\u52b9\u679c\u304c\u3042\u308b** |\n| \u5199\u771f\u306e\u8aad\u307f\u53d6\u308a\u304c5\u5272\u672a\u6e80 | \u9867\u554f\u5148\u306b\u64ae\u5f71\u306e\u4f9d\u983c\u3092\u3059\u308b\uff08\u660e\u308b\u3044\u5834\u6240\u3067\u3001\u6b63\u9762\u304b\u3089\u30011\u30da\u30fc\u30b8\u305a\u3064\uff09\u3002**\u3053\u306e\u4f9d\u983c\u3060\u3051\u3067\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059** |\n\n**3\u756a\u76ee\u306e\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u5224\u5225\u306e\u7cbe\u5ea6\u306fOCR\u306e\u7cbe\u5ea6\u306b\u5f15\u304d\u305a\u3089\u308c\u3001OCR\u306e\u7cbe\u5ea6\u306f\u5199\u771f\u306e\u54c1\u8cea\u306b\u5f15\u304d\u305a\u3089\u308c\u307e\u3059\u3002**\u9867\u554f\u5148\u3078\u306e\u64ae\u5f71\u306e\u4f9d\u983c\u304c\u3001\u6280\u8853\u7684\u306a\u6539\u5584\u3088\u308a\u52b9\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u3092\u53f0\u5e33\u306b\u4f5c\u308a\u3001\u53d7\u9818\u72b6\u6cc1\u3092\u624b\u3067\u8a18\u9332\u3059\u308b \uff0f \u306a\u3057\uff08\u7ba1\u7406\u306e\u6a19\u6e96\u5316\u306e\u307f\uff09","semi_auto_setup":"\u6bce\u671d\u306e\u4ed5\u5206\u3051\u3068\u4fdd\u5b58\u3001\u67083\u56de\u306e\u4e0d\u8db3\u4e00\u89a7\u3068\u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d\u4f5c\u6210 \uff0f \u4ed5\u5206\u3051\u30fb\u4fdd\u5b58\u30fb\u4e0d\u8db3\u306e\u691c\u51fa","full_setup":"\u4e0a\u8a18\uff0b\u9867\u554f\u5148\u3054\u3068\u306e\u53d7\u9818\u50be\u5411\u306e\u5b66\u7fd2\u3001\u9045\u308c\u304c\u3061\u306a\u5148\u3078\u306e\u65e9\u3081\u306e\u7763\u4fc3 \uff0f \u7763\u4fc3\u306e\u6642\u671f\u306e\u6700\u9069\u5316","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u52b9\u679c\u306e\u5927\u534a\u304c\u51fa\u307e\u3059\u3002** \u300c\u958b\u3044\u3066\u4f55\u304b\u3092\u5224\u5225\u3059\u308b6\u5206\u300d\u3068\u300c\u5fc5\u8981\u66f8\u985e\u3068\u306e\u7167\u54083\u5206\u300d\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\n**\u672c\u683c\u69cb\u6210\u306e\u300c\u7763\u4fc3\u306e\u6642\u671f\u306e\u6700\u9069\u5316\u300d\u306f\u3001\u898f\u6a21\u304c\u5927\u304d\u3044\u4e8b\u52d9\u6240\u3067\u306a\u3051\u308c\u3070\u4e0d\u8981\u3067\u3059\u3002** \u9867\u554f\u5148250\u4ef6\u306a\u3089\u3001\u67083\u56de\u306e\u4e00\u89a7\u3067\u8db3\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5199\u771f\u304c\u307c\u3051\u3066\u8aad\u3081\u306a\u3044 | \u9867\u554f\u5148\u306b\u64ae\u5f71\u306e\u4f9d\u983c\u3092\u3059\u308b\uff08\u660e\u308b\u3044\u5834\u6240\u3001\u6b63\u9762\u30011\u30da\u30fc\u30b8\u305a\u3064\uff09\u3002\u6280\u8853\u3088\u308a\u5148\u306b\u3053\u308c |\n| \u5bfe\u8c61\u6708\u3092\u9001\u4fe1\u65e5\u304b\u3089\u63a8\u6e2c\u3057\u3066\u3057\u307e\u3046 | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7981\u6b62\u3057\u3001null \u3067\u8fd4\u3055\u305b\u308b\u3002**\u4e0d\u8db3\u3092\u898b\u9003\u3059\u65b9\u5411\u306e\u8aa4\u308a\u306f\u907f\u3051\u308b** |\n| \u5224\u5225\u3067\u304d\u306a\u3044\u66f8\u985e\u304c\u9867\u554f\u5148\u30d5\u30a9\u30eb\u30c0\u306b\u7d1b\u308c\u308b | `_\u8981\u78ba\u8a8d` \u30d5\u30a9\u30eb\u30c0\u306b\u5206\u3051\u308b\u3002\u9867\u554f\u5148\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u306a\u3044 |\n| \u5225\u306e\u9867\u554f\u5148\u306e\u8cc7\u6599\u304c\u5c4a\u304f | `client_name_match` \u3092 false \u306b\u3057\u3066\u4eba\u306b\u56de\u3059\u3002**\u81ea\u52d5\u3067\u4fdd\u5b58\u3057\u306a\u3044** |\n| \u901a\u5e33\u306e\u5199\u3057\u304c\u8907\u6570\u56de\u306b\u5206\u304b\u308c\u308b | 1\u65e5\u5206\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3002\u5c4a\u3044\u305f\u77ac\u9593\u306b\u51e6\u7406\u3057\u306a\u3044 |\n| \u5fc5\u8981\u66f8\u985e\u30ea\u30b9\u30c8\u304c\u53e4\u3044 | \u66f4\u65b0\u306e\u62c5\u5f53\u3068\u6642\u671f\u3092\u6c7a\u3081\u308b\u3002\u53e4\u3044\u3068\u4e0d\u8981\u306a\u7763\u4fc3\u304c\u6bce\u6708\u51fa\u308b |\n| \u7121\u6599\u30d7\u30e9\u30f3\u306eOCR\u30672\u30da\u30fc\u30b8\u3057\u304b\u51e6\u7406\u3055\u308c\u306a\u3044 | \u6709\u6599\u30d7\u30e9\u30f3\uff08S0\uff09\u3092\u4f7f\u3046\u3002\u7121\u6599\u30d7\u30e9\u30f3\uff08F0\uff09\u306f\u5148\u982d2\u30da\u30fc\u30b8\u30fb4MB\u307e\u3067 |\n| OCR\u306e\u8cbb\u7528\u304c\u60f3\u5b9a\u3088\u308a\u9ad8\u3044 | \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u5206\u3051\u3068\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u904b\u7528\u3067\u3001OCR\u306b\u56de\u3059\u679a\u6570\u3092\u6e1b\u3089\u3059 |\n| \u62c5\u5f53\u8005\u500b\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u306b\u8cc7\u6599\u304c\u5c4a\u304f | \u8ee2\u9001\u306e\u904b\u7528\u3092\u6c7a\u3081\u308b\u3002\u9867\u554f\u5148\u306b\u53d7\u9818\u7528\u30a2\u30c9\u30ec\u30b9\u3092\u6848\u5185\u3059\u308b |\n| \u7763\u4fc3\u304c\u81ea\u52d5\u3067\u9001\u3089\u308c\u3066\u9867\u554f\u5148\u304c\u4e0d\u5feb\u306b\u611f\u3058\u308b | \u9001\u4fe1\u306f\u4eba\u304c\u884c\u3046\u8a2d\u8a08\u306b\u3059\u308b\u3002**\u4e0b\u66f8\u304d\u307e\u3067\u3067\u6b62\u3081\u308b** |\n| \u5951\u7d04\u7d42\u4e86\u3057\u305f\u9867\u554f\u5148\u304c\u4e0d\u8db3\u306b\u51fa\u7d9a\u3051\u308b | \u53f0\u5e33\u304b\u3089\u5916\u3059\u904b\u7528\u3092\u6c7a\u3081\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u554f\u5148\u306e\u901a\u5e33\u3001\u8acb\u6c42\u66f8\u3001\u9818\u53ce\u66f8\u3001\u7d66\u4e0e\u660e\u7d30\u3002**\u9867\u554f\u5148\u306e\u8ca1\u52d9\u60c5\u5831\u3068\u3001\u5f93\u696d\u54e1\u306e\u7d66\u4e0e\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002** \u7a0e\u7406\u58eb\u6cd5\u4e0a\u306e\u5b88\u79d8\u7fa9\u52d9\u306e\u5bfe\u8c61\u3067\u3059\u3002\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426\u304c\u6700\u5927\u306e\u8ad6\u70b9** \u2026 \u9867\u554f\u5148\u306e\u4f1a\u8a08\u8cc7\u6599\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3057\u307e\u3059\u3002**\u9867\u554f\u5951\u7d04\u306b\u304a\u3051\u308b\u5b88\u79d8\u7fa9\u52d9\u3068\u3001\u518d\u59d4\u8a17\u306e\u6271\u3044\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u9867\u554f\u5148\u3078\u306e\u8aac\u660e\u3068\u540c\u610f\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3082\u3001\u4e8b\u52d9\u6240\u3068\u3057\u3066\u5224\u65ad\u3059\u308b\u4e8b\u9805\u3067\u3059\u3002**\u7a0e\u7406\u58eb\u4f1a\u3084\u9867\u554f\u5f01\u8b77\u58eb\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u52e7\u3081\u307e\u3059**\n2. **\u6e21\u3059\u60c5\u5831\u3092\u6e1b\u3089\u3059\u8a2d\u8a08** \u2026 \u66f8\u985e\u7a2e\u5225\u3068\u5bfe\u8c61\u6708\u306e\u5224\u5225\u306b\u3001\u91d1\u984d\u3084\u53d6\u5f15\u5148\u540d\u306f\u4e0d\u8981\u3067\u3059\u3002**OCR\u306e\u7d50\u679c\u5168\u4f53\u3092\u6e21\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5148\u982d\u306e\u4e00\u5b9a\u91cf\uff08\u7a2e\u5225\u3068\u65e5\u4ed8\u304c\u8aad\u307f\u53d6\u308c\u308b\u7bc4\u56f2\uff09\u3060\u3051\u3092\u6e21\u3059**\u69cb\u6210\u306b\u3067\u304d\u307e\u3059\u3002\u7d66\u4e0e\u660e\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u500b\u4eba\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u305f\u3046\u3048\u3067\u7a2e\u5225\u306e\u5224\u5225\u3060\u3051\u3092\u884c\u3046\u8a2d\u8a08\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\n3. **\u7d66\u4e0e\u660e\u7d30\u306e\u6271\u3044** \u2026 \u5f93\u696d\u54e1\u306e\u6c0f\u540d\u3068\u7d66\u4e0e\u984d\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u3092\u907f\u3051\u308b\u9078\u629e\u3082\u3042\u308a\u5f97\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u3084\u9001\u4fe1\u5143\u3067\u7a2e\u5225\u304c\u5206\u304b\u308b\u306a\u3089\u3001OCR\u306b\u56de\u3055\u306a\u3044\u5206\u5c90\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\u3002**\u9867\u554f\u5148\u306e\u60c5\u5831\u3092\u6271\u3046\u4ee5\u4e0a\u3001\u3053\u3053\u306f\u5fc5\u9808\u306e\u6761\u4ef6\u3067\u3059**\n5. **\u4fdd\u7ba1\u5834\u6240\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u3001\u62c5\u5f53\u8005\u3068\u7ba1\u7406\u8005\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e8b\u52d9\u6240\u5168\u54e1\u304c\u5168\u9867\u554f\u5148\u306e\u8cc7\u6599\u3092\u898b\u3089\u308c\u308b\u72b6\u614b\u306b\u3057\u306a\u3044\n6. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u4ed5\u5206\u3051\u3001\u4fdd\u5b58\u3001\u4e0d\u8db3\u306e\u691c\u51fa\u3001\u7763\u4fc3\u6587\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u7763\u4fc3\u306e\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n7. **\u9867\u554f\u5148\u3078\u306e\u8aac\u660e** \u2026 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