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what date does the associate need our instructions? |\n| `EXTENSION` | Can the deadline be extended, and until when? |\n| `COST_ESTIMATE` | What is the estimated cost of responding? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u671f\u9650\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `deadline`\u3001`respond by`\u3001`due`\u3001`months from` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u307e\u3059\u3002**\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u3001\u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u305f\u5024\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` 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\u30ec\u30bf\u30fc\u672c\u4f53\u306e\u30da\u30fc\u30b8\u3068\u3001\u5e81\u306e\u901a\u77e5\u306e\u5199\u3057\u30fb\u5f15\u7528\u6587\u732e\u306e\u30da\u30fc\u30b8\u3092\u5206\u3051\u307e\u3059\u3002**\u82f1\u5b57\u304c\u307b\u3068\u3093\u3069\u51fa\u306a\u3044\u30da\u30fc\u30b8\u306f\u6dfb\u4ed8\u3068\u3057\u3066\u6271\u3044\u307e\u3059**\n5. **\u4ee3\u7406\u4eba\u306e\u7279\u5b9a** \u2026 \u9001\u4fe1\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u4ee3\u7406\u4eba\u3092\u6c7a\u3081\u3001\u305d\u306e\u4ee3\u7406\u4eba\u306e\u56fd\u3068\u66f8\u5f0f\u306e\u7656\uff08\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306a\u3069\uff09\u3092\u5f15\u304d\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u51fa\u9858\u756a\u53f7\u30fb\u540c\u3058\u767a\u9001\u65e5\u306e\u30ec\u30bf\u30fc\u304c\u3042\u308c\u3070\u3001\u7d9a\u5831\u304b\u518d\u9001\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306e\u300c\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u300d\u3092\u4ee3\u7406\u4eba\u3054\u3068\u306b\u6301\u3064\u306e\u304c\u3001\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u3092\u9632\u3050\u8fd1\u9053\u3067\u3059\u3002** \u540c\u3058\u4ee3\u7406\u4eba\u306f\u3044\u3064\u3082\u540c\u3058\u66f8\u304d\u65b9\u3092\u3059\u308b\u306e\u3067\u3001**\u6c7a\u307e\u3063\u305f\u66f8\u304d\u65b9\u306e\u4ee3\u7406\u4eba\u306e\u30ec\u30bf\u30fc\u3067\u3060\u3051\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u30ec\u30bf\u30fc\u304b\u30899\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u3084\u91d1\u984d\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u51fa\u9858\u756a\u53f7\u3068\u6574\u7406\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e\u3002\u81ea\u6240\u3068\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3092\u5206\u3051\u308b | \u8907\u6570\u306e\u51fa\u9858\u304c\u4e26\u3079\u3070 `ambiguous` |\n| \u901a\u77e5\u306e\u7a2e\u985e | \u539f\u6587\u306e\u307e\u307e\uff08Non-Final Rejection\u3001Communication under Art. 94(3) \u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u767a\u9001\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5e81\u3078\u306e\u5fdc\u7b54\u671f\u9650 | \u539f\u6587\u3068\u89e3\u91c8 | \u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079 `ambiguous` |\n| \u4ee3\u7406\u4eba\u306e\u6307\u793a\u306e\u7de0\u5207 | \u539f\u6587\u3068\u89e3\u91c8\u3002\u5e81\u306e\u671f\u9650\u3068\u306f\u5225\u306e\u9805\u76ee | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u5ef6\u9577\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\uff08\u53ef\u5426\u3001\u4e0a\u9650\u3001\u624b\u6570\u6599\u306e\u8a18\u8f09\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805 | \u4ee3\u7406\u4eba\u304c\u5224\u65ad\u3092\u6c42\u3081\u3066\u3044\u308b\u4e8b\u9805\u30921\u3064\u305a\u3064\u3001\u539f\u6587\u306e\u8981\u65e8\u3067 | \u8aad\u307f\u53d6\u308c\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8cbb\u7528\u306e\u898b\u8fbc\u307f | \u539f\u6587\u3068\u3001\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u5e45\u306e\u4e0b\u9650\u3068\u4e0a\u9650 | \u5e45\u3084\u6761\u4ef6\u4ed8\u304d\u306a\u3089\u305d\u306e\u307e\u307e\u539f\u6587\u3092\u6b8b\u3059 |\n| \u5f15\u7528\u6587\u732e | \u756a\u53f7\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u3092\u5225\u306e\u9805\u76ee\u306b\u3059\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** 1\u3064\u306e\u300cdeadline\u300d\u3068\u3057\u3066\u53d6\u308b\u3068\u3001**\u65e9\u3044\u65b9\u306e\u65e5\u4ed8\u3060\u3051\u304c\u6b8b\u308b\u304b\u3001\u9045\u3044\u65b9\u306e\u65e5\u4ed8\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u304c\u6d88\u3048\u3066\u3082\u4e8b\u6545\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308b\u30ec\u30bf\u30fc\u3082\u3042\u308a\u307e\u3059\u3002** \u300c3\u304b\u6708\u306e\u671f\u9650\u3001\u5ef6\u9577\u3059\u308c\u30706\u304b\u6708\u307e\u3067\u300d\u3068\u4e26\u3076\u3068\u3001\u3069\u3061\u3089\u3092\u5fdc\u7b54\u671f\u9650\u3068\u3059\u308b\u304b\u3067\u53f0\u5e33\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u9078\u3070\u305b\u305a\u306b\u4e21\u65b9\u3092\u4e26\u3079\u3001\u3069\u3061\u3089\u3092\u6b63\u5f0f\u3068\u3059\u308b\u304b\u306f\u898f\u5247\u3068\u4eba\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u767a\u9001\u65e5\u304b\u3089\u306e\u671f\u9650\u306e\u8a08\u7b97 | \u56fd\u3054\u3068\u306e\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u671f\u9650\u306e\u6b63\u5f0f\u306a\u78ba\u5b9a | \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3068\u5f01\u7406\u58eb\u304c\u884c\u3046 |\n| \u5fdc\u7b54\u306e\u65b9\u91dd\u306e\u63d0\u6848 | \u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u6c7a\u3081\u308b |\n| \u8cbb\u7528\u306e\u59a5\u5f53\u6027\u306e\u5224\u65ad | \u6599\u91d1\u306e\u53d6\u308a\u6c7a\u3081\u3068\u306e\u7167\u5408\u306f\u5225\u306e\u4ed5\u7d44\u307f |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u306e\u88dc\u5b8c | \u767a\u9001\u65e5\u3068\u56fd\u304b\u3089\u63a8\u6e2c\u3059\u308b\u3068\u3001\u8aa4\u308a\u304c\u53f0\u5e33\u306b\u5165\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7279\u8a31\u4e8b\u52d9\u6240\u306e\u5916\u56fd\u90e8\u3067\u3001\u6d77\u5916\u306e\u73fe\u5730\u4ee3\u7406\u4eba\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\n\u5831\u544a\u30ec\u30bf\u30fc\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\napplication_no\u3001our_ref\u3001associate_ref\u3001action_type_raw\u3001\nmailing_date_raw\u3001mailing_date\u3001official_deadline_raw\uff08\u914d\u5217\uff09\u3001\nofficial_deadline\uff08\u914d\u5217\uff09\u3001instruction_due_raw\u3001instruction_due\u3001\nextension_raw\u3001instructions_needed\uff08\u914d\u5217\uff09\u3001cost_raw\u3001cost_min\u3001\ncost_max\u3001cost_currency\u3001cited_refs\uff08\u914d\u5217\uff09\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\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- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5e81\u3078\u306e\u5fdc\u7b54\u671f\u9650\u3068\u3001\u4ee3\u7406\u4eba\u304c\u6307\u793a\u3092\u6c42\u3081\u308b\u7de0\u5207\u306f\u5225\u306e\u9805\u76ee\u3067\u3059\u3002\n  \u6df7\u305c\u305f\u308a\u3001\u7247\u65b9\u3067\u4ed6\u65b9\u3092\u57cb\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u3059\u3079\u3066\u3092\u914d\u5217\u306b\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u308c\u304c\u6b63\u5f0f\u306a\u671f\u9650\u304b\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u307e\u305f\u306f {date_style} \u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\n  YYYY-MM-DD \u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5fdc\u7b54\u306e\u65b9\u91dd\u3084\u3001\u8cbb\u7528\u304c\u59a5\u5f53\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5831\u544a\u30ec\u30bf\u30fc\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u53d7\u9818\u306e\u9023\u7d61\u3001\u5f15\u7528\u6587\u732e\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u3053\u306e\u4ee3\u7406\u4eba\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_style}\n```\n\n**\u300c\u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u671f\u9650\u306e\u6b04\u304c\u7a7a\u3067\u767a\u9001\u65e5\u304c\u8aad\u3081\u3066\u3044\u308b\u3068\u30013\u304b\u6708\u3092\u8db3\u3057\u305f\u65e5\u4ed8\u3092\u671f\u9650\u3068\u3057\u3066\u8fd4\u3057\u3001**\u305d\u306e\u5024\u306f\u5f8c\u6bb5\u306e\u8a08\u7b97\u3068\u5fc5\u305a\u4e00\u81f4\u3059\u308b\u306e\u3067\u3001\u7167\u5408\u3067\u98df\u3044\u9055\u3044\u304c\u51fa\u307e\u305b\u3093\u3002** \u7167\u5408\u3092\u7121\u610f\u5473\u306b\u3059\u308b\u5931\u6557\u306a\u306e\u3067\u3001\u6307\u793a\u3067\u6b62\u3081\u307e\u3059\u3002","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"oa_report_letter\",\n  \"application_no\": \"18\/123,456\",\n  \"our_ref\": \"P26-0412US\",\n  \"associate_ref\": \"\",\n  \"action_type_raw\": \"Non-Final Office Action\",\n  \"mailing_date_raw\": \"September 22, 2026\",\n  \"mailing_date\": \"2026-09-22\",\n  \"official_deadline_raw\": [\"December 22, 2026\", \"March 22, 2027 (with extension fees)\"],\n  \"official_deadline\": [\"2026-12-22\", \"2027-03-22\"],\n  \"instruction_due_raw\": \"November 24, 2026\",\n  \"instruction_due\": \"2026-11-24\",\n  \"extension_raw\": \"extendable up to three months upon payment of fees\",\n  \"instructions_needed\": [\"whether to amend claim 1 as proposed\", \"whether to request an interview\"],\n  \"cost_raw\": \"USD 2,500 - 3,500\",\n  \"cost_min\": 2500, \"cost_max\": 3500, \"cost_currency\": \"USD\",\n  \"items\": [\n    { \"item\": \"official_deadline\", \"status\": \"ambiguous\", \"confidence\": 0, \"source\": \"p1:L14\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u6848\u4ef6\u53f0\u5e33\u3067\u6848\u4ef6\u3092\u5f15\u304d\u3001\u898f\u5247\u306e\u4e00\u89a7\u3067\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `match` | \u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u304c\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u306e\u3069\u308c\u304b\u3068\u4e00\u81f4\u3059\u308b |\n| `deadline_mismatch` | \u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u30ec\u30bf\u30fc\u306e\u671f\u9650\u304c\u4e00\u81f4\u3057\u306a\u3044 |\n| `case_not_found` | \u51fa\u9858\u756a\u53f7\u30fb\u6574\u7406\u756a\u53f7\u3067\u6848\u4ef6\u53f0\u5e33\u306b\u5f53\u305f\u3089\u306a\u3044 |\n| `no_rule` | \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u304c\u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044 |\n| `needs_human` | `missing`\u3001`ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5831\u544a\u30ec\u30bf\u30fc\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u671f\u9650\u3092\u914d\u5217\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u5ef6\u9577\u524d\u3068\u5ef6\u9577\u5f8c\u306e\u671f\u9650\u304c\u4e26\u3076\u30ec\u30bf\u30fc\u3067\u3082\u3001**\u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u4e00\u81f4\u3057\u305f\u3082\u306e\u3092\u300c\u5ef6\u9577\u524d\u306e\u671f\u9650\u300d\u3068\u3057\u3001\u3082\u30461\u3064\u306f\u5ef6\u9577\u306e\u4e0a\u9650\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`source` \u3067\u6839\u62e0\u3092\u305f\u3069\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u306f\u753b\u50cf\u306e\u305d\u306e\u884c\u3060\u3051\u3092\u898b\u308c\u3070\u3001\u671f\u9650\u306e\u539f\u6587\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u30ec\u30bf\u30fc\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u5831\u544a\u306e\u4e0b\u66f8\u304d |\n| \u6848\u4ef6\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | \u6848\u4ef6\u3092\u5f15\u304d\u3001\u671f\u9650\u306e\u5019\u88dc\u3068\u6307\u793a\u4e8b\u9805\u3092\u66f8\u304f |\n| \u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u3054\u3068\u306e\u898f\u5247\u3092\u5f15\u304f |\n| \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u51fa\u529b\u306e\u8aad\u307f\u53d6\u308a | \u767b\u9332\u6e08\u307f\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b |\n\n**\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6b63\u5f0f\u306a\u671f\u9650\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3067\u3001**\u4e8c\u91cd\u78ba\u8a8d\u306e\u624b\u9806\u3082\u5909\u3048\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u3001\u4e8c\u91cd\u78ba\u8a8d\u306e1\u4eba\u76ee\u306e\u524d\u306b\u300c\u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u4e00\u81f4\u3057\u305f\u304b\u300d\u3068\u3044\u30463\u3064\u76ee\u306e\u76ee\u3092\u7f6e\u304f\u3082\u306e\u3067\u3059\u3002","human_review":"**\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u6848\u4ef6\u3067\u3059\u3002** `match` \u306e\u6848\u4ef6\u3082\u3001\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u5165\u308c\u308b\u3068\u304d\u306b\u306f\u30ec\u30bf\u30fc\u306e\u753b\u50cf\u306e\u671f\u9650\u306e\u884c\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n1. **`deadline_mismatch` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u898f\u5247\u306e\u5074\u306e\u8aa4\u308a\u304b\u3001\u30ec\u30bf\u30fc\u306e\u5074\u306e\u8aa4\u308a\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30ec\u30bf\u30fc\u306e\u5074\u306a\u3089\u4ee3\u7406\u4eba\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059**\n2. **`needs_human` \u306e\u65e5\u4ed8\u3092\u78ba\u5b9a\u3055\u305b\u308b** \u2026 \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\u65e5\u4ed8\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u671f\u9650\u3092\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u3001\u4e8c\u91cd\u78ba\u8a8d\u3092\u53d7\u3051\u308b** \u2026 \u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u306e\u4e21\u65b9\u3092\u5165\u308c\u307e\u3059\n4. **\u5f01\u7406\u58eb\u304c\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u9001\u308b** \u2026 \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u3068\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u6dfb\u3048\u307e\u3059\n\n**1\u756a\u76ee\u3067\u3001\u898f\u5247\u306e\u4e00\u89a7\u304c\u9593\u9055\u3063\u3066\u3044\u305f\u3068\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u306e\u306f\u5f01\u7406\u58eb\u306e\u78ba\u8a8d\u3092\u7d4c\u3066\u304b\u3089\u306b\u3057\u3001**\u76f4\u3057\u305f\u7406\u7531\u3092\u4e00\u89a7\u306e\u7248\u306b\u6b8b\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u4ee3\u7406\u4eba\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u30ec\u30bf\u30fc\u672c\u4f53\u304c6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u76ee\u3067\u898b\u308b |\n| \u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `missing`\u3002**\u8a08\u7b97\u3067\u57cb\u3081\u305a\u3001\u898f\u5247\u306e\u8a08\u7b97\u5024\u3060\u3051\u3092\u5019\u88dc\u306b\u3057\u3066\u4eba\u3078** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u4ee3\u7406\u4eba\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| 1\u901a\u306b\u8907\u6570\u306e\u51fa\u9858\u306e\u5831\u544a | `ambiguous`\u3002\u51fa\u9858\u3054\u3068\u306b\u4eba\u304c\u5206\u3051\u308b |\n| \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u304c\u898f\u5247\u306b\u7121\u3044 | `no_rule`\u3002\u5f01\u7406\u58eb\u304c\u898f\u5247\u3092\u78ba\u304b\u3081\u3001\u4e00\u89a7\u306b\u8db3\u3059 |\n| \u6848\u4ef6\u53f0\u5e33\u306b\u5f53\u305f\u3089\u306a\u3044 | `case_not_found`\u3002\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u671f\u9650\u306e\u4e8b\u6545\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u671f\u9650\u3068\u3044\u30461\u3064\u306e\u5024\u306e\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u7167\u5408\u305d\u306e\u3082\u306e\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u5831\u544a\u30ec\u30bf\u30fc\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u4ee3\u7406\u4eba\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u898f\u5247\u306e\u4e00\u89a7\u306e\u7248**\n- **\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u671f\u9650\u3092\u78ba\u5b9a\u3055\u305b\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5024\u3092\u3001\u3069\u3046\u78ba\u5b9a\u3055\u305b\u305f\u304b\u3001\u8ab0\u304c\u4e8c\u91cd\u78ba\u8a8d\u3057\u305f\u304b\n- \u4ee3\u7406\u4eba\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u3001\u305d\u306e\u56de\u7b54\n\n**4\u3064\u76ee\u306e\u300c\u898f\u5247\u306e\u4e00\u89a7\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u5247\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u3068\u904e\u53bb\u306e\u7167\u5408\u306e\u610f\u5473\u304c\u5909\u308f\u308a\u3001**\u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u6848\u4ef6\u3092\u898b\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":4000,"before_hours_month":80,"after_hours_month":24,"saved_hours_month":56,"reduction_rate":70,"saved_hours_year":672,"annual_cost_effect":2688000,"summary":"\u6d77\u5916\u306e\u73fe\u5730\u4ee3\u7406\u4eba\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u30aa\u30d5\u30a3\u30b9\u30a2\u30af\u30b7\u30e7\u30f3\u5831\u544a\u30ec\u30bf\u30fc\u3092\u8aad\u307f\u53d6\u308a\u3001\u5fdc\u7b54\u671f\u9650\u30fb\u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u30fb\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u6848\u4ef6\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u671f\u9650\u3068\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3044\u3092\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5831\u544a\u30ec\u30bf\u30fc\u306ePDF\u3092\u3001\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u958b\u304f\n2. \u51fa\u9858\u756a\u53f7\u3001\u81ea\u6240\u306e\u6574\u7406\u756a\u53f7\u3001\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3001\u5e81\u306e\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5fdc\u7b54\u671f\u9650\u3001\u4ee3\u7406\u4eba\u306e\u6307\u793a\u306e\u7de0\u5207\u3092\u63a2\u3057\u3066\u8aad\u3080\n3. \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u6848\u4ef6\u3092\u958b\u304d\u3001\u56fd\u3054\u3068\u306e\u898f\u5247\u306e\u4e00\u89a7\u3092\u898b\u306a\u304c\u3089\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b\n4. \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\uff08\u88dc\u6b63\u306e\u65b9\u91dd\u3001\u7d99\u7d9a\u5be9\u67fb\u306e\u8acb\u6c42\u3001\u9762\u63a5\u306e\u8981\u5426\u306a\u3069\uff09\u3068\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u8aad\u307f\u3001\u6848\u4ef6\u53f0\u5e33\u306b\u8ee2\u8a18\u3059\u308b\n5. \u671f\u9650\u3092\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u3001\u5225\u306e\u30b9\u30bf\u30c3\u30d5\u306b\u4e8c\u91cd\u78ba\u8a8d\u3092\u983c\u3080\n6. \u62c5\u5f53\u306e\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u3001\u5831\u544a\u3068\u6307\u793a\u306e\u4f9d\u983c\u3092\u9001\u308b\n\n**\uff08a\uff09\u671f\u9650\u306e\u8ee2\u8a18\u3092\u8aa4\u308b\u3002** \u7c73\u56fd\u5f0f\u306e `03\/04\/2026` \u3068\u6b27\u5dde\u5f0f\u306e `04.03.2026` \u304c\u6df7\u3056\u308a\u3001**\u65e5\u3068\u6708\u3092\u53d6\u308a\u9055\u3048\u305f\u307e\u307e\u5165\u308b\u3068\u3001\u4e8c\u91cd\u78ba\u8a8d\u3067\u3082\u540c\u3058\u53d6\u308a\u9055\u3048\u3092\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u898b\u3066\u3044\u308b\u306e\u304c\u540c\u3058\u30ec\u30bf\u30fc\u3060\u304b\u3089\u3067\u3059\u3002\n\n**\uff08b\uff09\u6307\u793a\u306e\u7de0\u5207\u304c\u5831\u544a\u306e\u4e2d\u306b\u57cb\u3082\u308c\u308b\u3002** \u5e81\u306e\u671f\u9650\u306f\u5192\u982d\u306e\u8868\u306b\u3042\u3063\u3066\u3082\u3001\u4ee3\u7406\u4eba\u306e\u6307\u793a\u306e\u7de0\u5207\u306f\u672c\u6587\u306e\u6700\u5f8c\u306e\u6bb5\u843d\u306b\u300cwe would appreciate your instructions by ...\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8aad\u307f\u98db\u3070\u3059\u3068\u3001\u4ee3\u7406\u4eba\u304b\u3089\u7763\u4fc3\u304c\u6765\u3066\u521d\u3081\u3066\u6c17\u3065\u304d\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5ef6\u9577\u306e\u53ef\u5426\u3068\u8cbb\u7528\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u308f\u306a\u3044\u3002** \u300c\u5ef6\u9577\u306f\u53ef\u80fd\u3060\u304c\u624b\u6570\u6599\u304c\u304b\u304b\u308b\u300d\u300c\u5ef6\u9577\u306f\u3067\u304d\u306a\u3044\u300d\u304c\u30ec\u30bf\u30fc\u306e\u4e2d\u306b\u6563\u3089\u3070\u308a\u3001**\u53f0\u5e33\u306b\u306f\u66f8\u304d\u5199\u3055\u308c\u306a\u3044\u307e\u307e\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u5831\u544a\u304b\u3089\u629c\u3051\u307e\u3059\u3002**","before_flow_steps":["\u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5831\u544a\u30ec\u30bf\u30fc\u306ePDF\u3092\u3001\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u958b\u304f","\u51fa\u9858\u756a\u53f7\u3001\u81ea\u6240\u306e\u6574\u7406\u756a\u53f7\u3001\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3001\u5e81\u306e\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5fdc\u7b54\u671f\u9650\u3001\u4ee3\u7406\u4eba\u306e\u6307\u793a\u306e\u7de0\u5207\u3092\u63a2\u3057\u3066\u8aad\u3080","\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u6848\u4ef6\u3092\u958b\u304d\u3001\u56fd\u3054\u3068\u306e\u898f\u5247\u306e\u4e00\u89a7\u3092\u898b\u306a\u304c\u3089\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b","\u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\uff08\u88dc\u6b63\u306e\u65b9\u91dd\u3001\u7d99\u7d9a\u5be9\u67fb\u306e\u8acb\u6c42\u3001\u9762\u63a5\u306e\u8981\u5426\u306a\u3069\uff09\u3068\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u8aad\u307f\u3001\u6848\u4ef6\u53f0\u5e33\u306b\u8ee2\u8a18\u3059\u308b","\u671f\u9650\u3092\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u3001\u5225\u306e\u30b9\u30bf\u30c3\u30d5\u306b\u4e8c\u91cd\u78ba\u8a8d\u3092\u983c\u3080","\u62c5\u5f53\u306e\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u3001\u5831\u544a\u3068\u6307\u793a\u306e\u4f9d\u983c\u3092\u9001\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5831\u544a\u30ec\u30bf\u30fc\u306ePDF\u304c\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u30ec\u30bf\u30fc\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u51fa\u9858\u756a\u53f7\u3001\u6574\u7406\u756a\u53f7\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5fdc\u7b54\u671f\u9650\u3001\u6307\u793a\u306e\u7de0\u5207\u3001\u5ef6\u9577\u306e\u8a18\u8f09\u3001\u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u3001\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6848\u4ef6\u53f0\u5e33\u3067\u6848\u4ef6\u3092\u7279\u5b9a\u3057\u3001\u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u898f\u5247\u3067\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u3057\u305f\u3082\u306e\u306f\u300c\u671f\u9650\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u3001\u98df\u3044\u9055\u3063\u305f\u3082\u306e\u306f\u5370\u3092\u4ed8\u3051\u3066\u53f0\u5e33\u306b\u66f8\u304f\n7. **\u3010\u81ea\u52d5\u3011** \u62c5\u5f53\u306e\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u5370\u306e\u4ed8\u3044\u305f\u6848\u4ef6\u3092\u30ec\u30bf\u30fc\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001\u671f\u9650\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u3066\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u308b\n9. **\u3010\u4eba\u3011** \u5f01\u7406\u58eb\u304c\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u6307\u793a\u3092\u6c42\u3081\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u671f\u9650\u3092\u5165\u308c\u308b\u306e\u306f\u3001**\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u4eba\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u5019\u88dc\u3092\u51fa\u3057\u3001\u30ec\u30bf\u30fc\u3068\u898f\u5247\u306e\u8a08\u7b97\u304c\u98df\u3044\u9055\u3046\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u62c5\u3044\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u767a\u9001\u65e5\u304b\u3089\u306e\u6708\u6570\u3001\u4f11\u65e5\u306e\u6271\u3044\u3001\u5ef6\u9577\u306e\u4e0a\u9650\u3002**\u3069\u308c\u3082\u56fd\u3054\u3068\u306e\u898f\u5247\u3067\u6c7a\u307e\u308b\u8a08\u7b97\u3067\u3001AI\u306b\u306f\u30ec\u30bf\u30fc\u304b\u3089\u5024\u3092\u53d6\u308a\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u3092\u3055\u305b\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5831\u544a\u30ec\u30bf\u30fc\u306ePDF\u304c\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u30ec\u30bf\u30fc\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u51fa\u9858\u756a\u53f7\u3001\u6574\u7406\u756a\u53f7\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5fdc\u7b54\u671f\u9650\u3001\u6307\u793a\u306e\u7de0\u5207\u3001\u5ef6\u9577\u306e\u8a18\u8f09\u3001\u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u3001\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6848\u4ef6\u53f0\u5e33\u3067\u6848\u4ef6\u3092\u7279\u5b9a\u3057\u3001\u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u898f\u5247\u3067\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u3057\u305f\u3082\u306e\u306f\u300c\u671f\u9650\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u3001\u98df\u3044\u9055\u3063\u305f\u3082\u306e\u306f\u5370\u3092\u4ed8\u3051\u3066\u53f0\u5e33\u306b\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u62c5\u5f53\u306e\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u5370\u306e\u4ed8\u3044\u305f\u6848\u4ef6\u3092\u30ec\u30bf\u30fc\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001\u671f\u9650\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u3066\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u308b","**\u3010\u4eba\u3011** \u5f01\u7406\u58eb\u304c\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u6307\u793a\u3092\u6c42\u3081\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u5831\u544a\u30ec\u30bf\u30fc\uff08PDF\u3002\u73fe\u5730\u4ee3\u7406\u4eba\u304b\u3089\u306e\u30e1\u30fc\u30eb\u6dfb\u4ed8\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u30ec\u30bf\u30fc\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u5206\u3051\u3066\u8a18\u9332\u3059\u308b\n   \u2502   \u2460 \u51fa\u9858\u756a\u53f7\u3068\u6574\u7406\u756a\u53f7  \u2461 \u901a\u77e5\u306e\u7a2e\u985e\u3068\u767a\u9001\u65e5\n   \u2502   \u2462 \u5fdc\u7b54\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207  \u2463 \u5ef6\u9577\u306e\u8a18\u8f09\n   \u2502   \u2464 \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805      \u2465 \u8cbb\u7528\u306e\u898b\u8fbc\u307f\n   \u25bc\nPython \u2500\u2500 \u6848\u4ef6\u53f0\u5e33\u3067\u6848\u4ef6\u3092\u7279\u5b9a\u3057\u3001\u56fd\u3054\u3068\u306e\u898f\u5247\u3067\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u6bd4\u3079\u308b\n   \u25bc\n\u53f0\u5e33\uff08match \uff0f deadline_mismatch \uff0f case_not_found \uff0f needs_human\uff09\n   \u25bc\n\u3010\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u5370\u306e\u4ed8\u3044\u305f\u6848\u4ef6\u3092\u78ba\u8a8d\u3057\u3001\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u308b\u3011\n   \u2514\u2500\u2500\u25b6 \u5f01\u7406\u58eb\u304c\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u5831\u544a\u3057\u3001\u6307\u793a\u3092\u6c42\u3081\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u30ec\u30bf\u30fc\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u5831\u544a\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u898f\u5247\u306b\u3088\u308b\u671f\u9650\u306e\u8a08\u7b97\u3068\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u306e\u7167\u5408\uff09 | \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u671f\u9650\u8a08\u7b97\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u30ec\u30bf\u30fc\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u6848\u4ef6\u53f0\u5e33\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** 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\u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u30ec\u30bf\u30fc\u304c\u5c4a\u3044\u305f\u3068\u304d\u3068\u3001\u6bce\u671d\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5831\u544a\u30ec\u30bf\u30fc\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u5171\u6709\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u3001\u767b\u9332\u3057\u305f\u4ee3\u7406\u4eba\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092S3\u3078\u8ee2\u9001\u3057\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u53f0\u5e33\u3078\u306e\u8a18\u9332\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u5c4a\u3044\u305f\u65e5\u306b\u8aad\u3080\u306e\u3067\u3001\u6307\u793a\u306e\u7de0\u5207\u307e\u3067\u306e\u65e5\u6570\u3092\u6700\u5927\u9650\u6b8b\u305b\u307e\u3059\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u671d9\u6642\u306e\u5b9a\u6642**\u3067\u3059\u3002\u53f0\u5e33\u306e\u3046\u3061\u3001\u671f\u9650\u306e\u5019\u88dc\u304c\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u307e\u3060\u5165\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u6307\u793a\u306e\u7de0\u5207\u307e\u30672\u9031\u9593\u3092\u5207\u3063\u305f\u306e\u306b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6307\u793a\u304c\u7121\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3068\u62c5\u5f53\u306e\u5f01\u7406\u58eb\u306b\u9001\u308a\u307e\u3059\u3002**\u5019\u88dc\u306e\u307e\u307e\u653e\u7f6e\u3055\u308c\u305f\u671f\u9650\u3092\u3001\u53f0\u5e33\u306e\u5074\u3067\u62fe\u3044\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5831\u544a\u30ec\u30bf\u30fc | PDF\u3002\u51fa\u9858\u756a\u53f7\u3001\u6574\u7406\u756a\u53f7\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5fdc\u7b54\u671f\u9650\u3001\u6307\u793a\u306e\u7de0\u5207\u3001\u5ef6\u9577\u306e\u8a18\u8f09\u3001\u4ee3\u7406\u4eba\u306e\u610f\u898b\u3001\u8cbb\u7528\u306e\u898b\u8fbc\u307f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u6848\u4ef6\u53f0\u5e33 | \u81ea\u6240\u306e\u6574\u7406\u756a\u53f7\u3001\u56fd\u3001\u51fa\u9858\u756a\u53f7\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u62c5\u5f53\u306e\u5f01\u7406\u58eb\u3001\u4ee3\u7406\u4eba\u3001\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7 | \u5916\u56fd\u90e8\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7 | \u56fd\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u8d77\u7b97\u65e5\u3001\u671f\u9593\u3001\u5ef6\u9577\u306e\u53ef\u5426\u3068\u4e0a\u9650\u3001\u4f11\u65e5\u306e\u6271\u3044 | \u5916\u56fd\u90e8\u3067\u6574\u3048\u308b\u4e00\u89a7 |\n| \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u767b\u9332\u5185\u5bb9 | \u6848\u4ef6\u3054\u3068\u306b\u767b\u9332\u6e08\u307f\u306e\u671f\u9650 | \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u51fa\u529b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7\u3067\u3059\u3002** \u305f\u3068\u3048\u3070 USPTO \u306e\u5be9\u67fb\u4fbf\u89a7\u3067\u306f\u3001\u672c\u6848\u306e\u901a\u77e5\u3078\u306e\u5fdc\u7b54\u306f3\u304b\u6708\u306e\u77ed\u7e2e\u6cd5\u5b9a\u671f\u9593\u3067\u3001\u671f\u9593\u306e\u672b\u65e5\u304c\u571f\u66dc\u30fb\u65e5\u66dc\u30fb\u9023\u90a6\u306e\u4f11\u65e5\u306b\u5f53\u305f\u308c\u3070\u3001\u6b21\u306e\u55b6\u696d\u65e5\u306e\u5fdc\u7b54\u3067\u671f\u9650\u5185\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u3054\u3068\u306b\u3001\u3053\u3046\u3057\u305f\u898f\u5247\u30921\u884c\u3067\u6301\u3061\u307e\u3059\u3002** \u898f\u5247\u306e\u7121\u3044\u7d44\u306e\u6848\u4ef6\u306f\u3001\u8a08\u7b97\u3092\u305b\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u30ec\u30bf\u30fc\u306b\u306f\u81ea\u6240\u306e\u6574\u7406\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001**\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u304b\u51fa\u9858\u756a\u53f7\u304b\u3089\u6848\u4ef6\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u5192\u982d\u306e\u8868\u306e\u30ad\u30fc\u3068\u5024\u3001\u8cbb\u7528\u306e\u8868\u3001\u672c\u6587\u306e\u4e2d\u306e\u671f\u9650 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u671f\u9650\u3084\u7de0\u5207\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u30ec\u30bf\u30fc\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u4ee3\u7406\u4eba\u306e\u8b58\u5225\u5b50 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u4ee3\u7406\u4eba\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `APPLICATION_NO` | What is the application number? |\n| `ACTION_TYPE` | What type of office action is being reported? |\n| `MAILING_DATE` | What is the mailing or notification date of the office action? |\n| `OFFICIAL_DEADLINE` | What is the deadline to respond to the patent office? |\n| `INSTRUCTION_DUE` | By what date does the associate need our instructions? |\n| `EXTENSION` | Can the deadline be extended, and until when? |\n| `COST_ESTIMATE` | What is the estimated cost of responding? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u671f\u9650\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `deadline`\u3001`respond by`\u3001`due`\u3001`months from` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u307e\u3059\u3002**\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u3001\u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u305f\u5024\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u30ec\u30bf\u30fc\u306f\u6dfb\u4ed8\u306e\u901a\u77e5\u306e\u5199\u3057\u3092\u542b\u3081\u3066\u6570\u5341\u30da\u30fc\u30b8\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002** \u5199\u3057\u306e\u30da\u30fc\u30b8\u306f\u8cea\u554f\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001`QueriesConfig` \u306e `Pages` \u3067\u672c\u4f53\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u8cea\u554f\u3092\u5411\u3051\u307e\u3059\u3002\n\n**\u6848\u4ef6\u53f0\u5e33\u3001\u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7\u3001\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30e1\u30fc\u30eb\u672c\u6587\u306b\u5831\u544a\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u672c\u6587\u3092PDF\u306b\u3057\u3066\u5165\u308c\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u4ee3\u7406\u4eba\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u672c\u4f53\u3068\u6dfb\u4ed8\u306e\u5206\u96e2** \u2026 \u30ec\u30bf\u30fc\u672c\u4f53\u306e\u30da\u30fc\u30b8\u3068\u3001\u5e81\u306e\u901a\u77e5\u306e\u5199\u3057\u30fb\u5f15\u7528\u6587\u732e\u306e\u30da\u30fc\u30b8\u3092\u5206\u3051\u307e\u3059\u3002**\u82f1\u5b57\u304c\u307b\u3068\u3093\u3069\u51fa\u306a\u3044\u30da\u30fc\u30b8\u306f\u6dfb\u4ed8\u3068\u3057\u3066\u6271\u3044\u307e\u3059**\n5. **\u4ee3\u7406\u4eba\u306e\u7279\u5b9a** \u2026 \u9001\u4fe1\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u4ee3\u7406\u4eba\u3092\u6c7a\u3081\u3001\u305d\u306e\u4ee3\u7406\u4eba\u306e\u56fd\u3068\u66f8\u5f0f\u306e\u7656\uff08\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306a\u3069\uff09\u3092\u5f15\u304d\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u51fa\u9858\u756a\u53f7\u30fb\u540c\u3058\u767a\u9001\u65e5\u306e\u30ec\u30bf\u30fc\u304c\u3042\u308c\u3070\u3001\u7d9a\u5831\u304b\u518d\u9001\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306e\u300c\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u300d\u3092\u4ee3\u7406\u4eba\u3054\u3068\u306b\u6301\u3064\u306e\u304c\u3001\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u3092\u9632\u3050\u8fd1\u9053\u3067\u3059\u3002** \u540c\u3058\u4ee3\u7406\u4eba\u306f\u3044\u3064\u3082\u540c\u3058\u66f8\u304d\u65b9\u3092\u3059\u308b\u306e\u3067\u3001**\u6c7a\u307e\u3063\u305f\u66f8\u304d\u65b9\u306e\u4ee3\u7406\u4eba\u306e\u30ec\u30bf\u30fc\u3067\u3060\u3051\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u30ec\u30bf\u30fc\u304b\u30899\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u3084\u91d1\u984d\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u51fa\u9858\u756a\u53f7\u3068\u6574\u7406\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e\u3002\u81ea\u6240\u3068\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3092\u5206\u3051\u308b | \u8907\u6570\u306e\u51fa\u9858\u304c\u4e26\u3079\u3070 `ambiguous` |\n| \u901a\u77e5\u306e\u7a2e\u985e | \u539f\u6587\u306e\u307e\u307e\uff08Non-Final Rejection\u3001Communication under Art. 94(3) \u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u767a\u9001\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5e81\u3078\u306e\u5fdc\u7b54\u671f\u9650 | \u539f\u6587\u3068\u89e3\u91c8 | \u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079 `ambiguous` |\n| \u4ee3\u7406\u4eba\u306e\u6307\u793a\u306e\u7de0\u5207 | \u539f\u6587\u3068\u89e3\u91c8\u3002\u5e81\u306e\u671f\u9650\u3068\u306f\u5225\u306e\u9805\u76ee | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u5ef6\u9577\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\uff08\u53ef\u5426\u3001\u4e0a\u9650\u3001\u624b\u6570\u6599\u306e\u8a18\u8f09\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805 | \u4ee3\u7406\u4eba\u304c\u5224\u65ad\u3092\u6c42\u3081\u3066\u3044\u308b\u4e8b\u9805\u30921\u3064\u305a\u3064\u3001\u539f\u6587\u306e\u8981\u65e8\u3067 | \u8aad\u307f\u53d6\u308c\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8cbb\u7528\u306e\u898b\u8fbc\u307f | \u539f\u6587\u3068\u3001\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u5e45\u306e\u4e0b\u9650\u3068\u4e0a\u9650 | \u5e45\u3084\u6761\u4ef6\u4ed8\u304d\u306a\u3089\u305d\u306e\u307e\u307e\u539f\u6587\u3092\u6b8b\u3059 |\n| \u5f15\u7528\u6587\u732e | \u756a\u53f7\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u3092\u5225\u306e\u9805\u76ee\u306b\u3059\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** 1\u3064\u306e\u300cdeadline\u300d\u3068\u3057\u3066\u53d6\u308b\u3068\u3001**\u65e9\u3044\u65b9\u306e\u65e5\u4ed8\u3060\u3051\u304c\u6b8b\u308b\u304b\u3001\u9045\u3044\u65b9\u306e\u65e5\u4ed8\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u304c\u6d88\u3048\u3066\u3082\u4e8b\u6545\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308b\u30ec\u30bf\u30fc\u3082\u3042\u308a\u307e\u3059\u3002** \u300c3\u304b\u6708\u306e\u671f\u9650\u3001\u5ef6\u9577\u3059\u308c\u30706\u304b\u6708\u307e\u3067\u300d\u3068\u4e26\u3076\u3068\u3001\u3069\u3061\u3089\u3092\u5fdc\u7b54\u671f\u9650\u3068\u3059\u308b\u304b\u3067\u53f0\u5e33\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u9078\u3070\u305b\u305a\u306b\u4e21\u65b9\u3092\u4e26\u3079\u3001\u3069\u3061\u3089\u3092\u6b63\u5f0f\u3068\u3059\u308b\u304b\u306f\u898f\u5247\u3068\u4eba\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u767a\u9001\u65e5\u304b\u3089\u306e\u671f\u9650\u306e\u8a08\u7b97 | \u56fd\u3054\u3068\u306e\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u671f\u9650\u306e\u6b63\u5f0f\u306a\u78ba\u5b9a | \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3068\u5f01\u7406\u58eb\u304c\u884c\u3046 |\n| \u5fdc\u7b54\u306e\u65b9\u91dd\u306e\u63d0\u6848 | \u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u6c7a\u3081\u308b |\n| \u8cbb\u7528\u306e\u59a5\u5f53\u6027\u306e\u5224\u65ad | \u6599\u91d1\u306e\u53d6\u308a\u6c7a\u3081\u3068\u306e\u7167\u5408\u306f\u5225\u306e\u4ed5\u7d44\u307f |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u306e\u88dc\u5b8c | \u767a\u9001\u65e5\u3068\u56fd\u304b\u3089\u63a8\u6e2c\u3059\u308b\u3068\u3001\u8aa4\u308a\u304c\u53f0\u5e33\u306b\u5165\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u7279\u8a31\u4e8b\u52d9\u6240\u306e\u5916\u56fd\u90e8\u3067\u3001\u6d77\u5916\u306e\u73fe\u5730\u4ee3\u7406\u4eba\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\n\u5831\u544a\u30ec\u30bf\u30fc\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\napplication_no\u3001our_ref\u3001associate_ref\u3001action_type_raw\u3001\nmailing_date_raw\u3001mailing_date\u3001official_deadline_raw\uff08\u914d\u5217\uff09\u3001\nofficial_deadline\uff08\u914d\u5217\uff09\u3001instruction_due_raw\u3001instruction_due\u3001\nextension_raw\u3001instructions_needed\uff08\u914d\u5217\uff09\u3001cost_raw\u3001cost_min\u3001\ncost_max\u3001cost_currency\u3001cited_refs\uff08\u914d\u5217\uff09\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\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- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5e81\u3078\u306e\u5fdc\u7b54\u671f\u9650\u3068\u3001\u4ee3\u7406\u4eba\u304c\u6307\u793a\u3092\u6c42\u3081\u308b\u7de0\u5207\u306f\u5225\u306e\u9805\u76ee\u3067\u3059\u3002\n  \u6df7\u305c\u305f\u308a\u3001\u7247\u65b9\u3067\u4ed6\u65b9\u3092\u57cb\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u3059\u3079\u3066\u3092\u914d\u5217\u306b\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u308c\u304c\u6b63\u5f0f\u306a\u671f\u9650\u304b\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u307e\u305f\u306f {date_style} \u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\n  YYYY-MM-DD \u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5fdc\u7b54\u306e\u65b9\u91dd\u3084\u3001\u8cbb\u7528\u304c\u59a5\u5f53\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5831\u544a\u30ec\u30bf\u30fc\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u53d7\u9818\u306e\u9023\u7d61\u3001\u5f15\u7528\u6587\u732e\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u3053\u306e\u4ee3\u7406\u4eba\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_style}\n```\n\n**\u300c\u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u671f\u9650\u306e\u6b04\u304c\u7a7a\u3067\u767a\u9001\u65e5\u304c\u8aad\u3081\u3066\u3044\u308b\u3068\u30013\u304b\u6708\u3092\u8db3\u3057\u305f\u65e5\u4ed8\u3092\u671f\u9650\u3068\u3057\u3066\u8fd4\u3057\u3001**\u305d\u306e\u5024\u306f\u5f8c\u6bb5\u306e\u8a08\u7b97\u3068\u5fc5\u305a\u4e00\u81f4\u3059\u308b\u306e\u3067\u3001\u7167\u5408\u3067\u98df\u3044\u9055\u3044\u304c\u51fa\u307e\u305b\u3093\u3002** \u7167\u5408\u3092\u7121\u610f\u5473\u306b\u3059\u308b\u5931\u6557\u306a\u306e\u3067\u3001\u6307\u793a\u3067\u6b62\u3081\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"oa_report_letter\",\n  \"application_no\": \"18\/123,456\",\n  \"our_ref\": \"P26-0412US\",\n  \"associate_ref\": \"\",\n  \"action_type_raw\": \"Non-Final Office Action\",\n  \"mailing_date_raw\": \"September 22, 2026\",\n  \"mailing_date\": \"2026-09-22\",\n  \"official_deadline_raw\": [\"December 22, 2026\", \"March 22, 2027 (with extension fees)\"],\n  \"official_deadline\": [\"2026-12-22\", \"2027-03-22\"],\n  \"instruction_due_raw\": \"November 24, 2026\",\n  \"instruction_due\": \"2026-11-24\",\n  \"extension_raw\": \"extendable up to three months upon payment of fees\",\n  \"instructions_needed\": [\"whether to amend claim 1 as proposed\", \"whether to request an interview\"],\n  \"cost_raw\": \"USD 2,500 - 3,500\",\n  \"cost_min\": 2500, \"cost_max\": 3500, \"cost_currency\": \"USD\",\n  \"items\": [\n    { \"item\": \"official_deadline\", \"status\": \"ambiguous\", \"confidence\": 0, \"source\": \"p1:L14\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u6848\u4ef6\u53f0\u5e33\u3067\u6848\u4ef6\u3092\u5f15\u304d\u3001\u898f\u5247\u306e\u4e00\u89a7\u3067\u767a\u9001\u65e5\u304b\u3089\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u3068\u6bd4\u3079\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `match` | \u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u304c\u3001\u30ec\u30bf\u30fc\u306e\u671f\u9650\u306e\u3069\u308c\u304b\u3068\u4e00\u81f4\u3059\u308b |\n| `deadline_mismatch` | \u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u30ec\u30bf\u30fc\u306e\u671f\u9650\u304c\u4e00\u81f4\u3057\u306a\u3044 |\n| `case_not_found` | \u51fa\u9858\u756a\u53f7\u30fb\u6574\u7406\u756a\u53f7\u3067\u6848\u4ef6\u53f0\u5e33\u306b\u5f53\u305f\u3089\u306a\u3044 |\n| `no_rule` | \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u304c\u898f\u5247\u306e\u4e00\u89a7\u306b\u7121\u3044 |\n| `needs_human` | `missing`\u3001`ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5831\u544a\u30ec\u30bf\u30fc\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u671f\u9650\u3092\u914d\u5217\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u5ef6\u9577\u524d\u3068\u5ef6\u9577\u5f8c\u306e\u671f\u9650\u304c\u4e26\u3076\u30ec\u30bf\u30fc\u3067\u3082\u3001**\u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u4e00\u81f4\u3057\u305f\u3082\u306e\u3092\u300c\u5ef6\u9577\u524d\u306e\u671f\u9650\u300d\u3068\u3057\u3001\u3082\u30461\u3064\u306f\u5ef6\u9577\u306e\u4e0a\u9650\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`source` \u3067\u6839\u62e0\u3092\u305f\u3069\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u306f\u753b\u50cf\u306e\u305d\u306e\u884c\u3060\u3051\u3092\u898b\u308c\u3070\u3001\u671f\u9650\u306e\u539f\u6587\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u30ec\u30bf\u30fc\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u5831\u544a\u306e\u4e0b\u66f8\u304d |\n| \u6848\u4ef6\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | \u6848\u4ef6\u3092\u5f15\u304d\u3001\u671f\u9650\u306e\u5019\u88dc\u3068\u6307\u793a\u4e8b\u9805\u3092\u66f8\u304f |\n| \u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u3054\u3068\u306e\u898f\u5247\u3092\u5f15\u304f |\n| \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u51fa\u529b\u306e\u8aad\u307f\u53d6\u308a | \u767b\u9332\u6e08\u307f\u306e\u671f\u9650\u3068\u6bd4\u3079\u308b |\n\n**\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6b63\u5f0f\u306a\u671f\u9650\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u3067\u3001**\u4e8c\u91cd\u78ba\u8a8d\u306e\u624b\u9806\u3082\u5909\u3048\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u3001\u4e8c\u91cd\u78ba\u8a8d\u306e1\u4eba\u76ee\u306e\u524d\u306b\u300c\u898f\u5247\u3067\u8a08\u7b97\u3057\u305f\u671f\u9650\u3068\u4e00\u81f4\u3057\u305f\u304b\u300d\u3068\u3044\u30463\u3064\u76ee\u306e\u76ee\u3092\u7f6e\u304f\u3082\u306e\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u6848\u4ef6\u3067\u3059\u3002** `match` \u306e\u6848\u4ef6\u3082\u3001\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u5165\u308c\u308b\u3068\u304d\u306b\u306f\u30ec\u30bf\u30fc\u306e\u753b\u50cf\u306e\u671f\u9650\u306e\u884c\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n1. **`deadline_mismatch` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u898f\u5247\u306e\u5074\u306e\u8aa4\u308a\u304b\u3001\u30ec\u30bf\u30fc\u306e\u5074\u306e\u8aa4\u308a\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30ec\u30bf\u30fc\u306e\u5074\u306a\u3089\u4ee3\u7406\u4eba\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059**\n2. **`needs_human` \u306e\u65e5\u4ed8\u3092\u78ba\u5b9a\u3055\u305b\u308b** \u2026 \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\u65e5\u4ed8\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u671f\u9650\u3092\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u308c\u3001\u4e8c\u91cd\u78ba\u8a8d\u3092\u53d7\u3051\u308b** \u2026 \u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u306e\u4e21\u65b9\u3092\u5165\u308c\u307e\u3059\n4. **\u5f01\u7406\u58eb\u304c\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u9001\u308b** \u2026 \u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u3068\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u6dfb\u3048\u307e\u3059\n\n**1\u756a\u76ee\u3067\u3001\u898f\u5247\u306e\u4e00\u89a7\u304c\u9593\u9055\u3063\u3066\u3044\u305f\u3068\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u306e\u306f\u5f01\u7406\u58eb\u306e\u78ba\u8a8d\u3092\u7d4c\u3066\u304b\u3089\u306b\u3057\u3001**\u76f4\u3057\u305f\u7406\u7531\u3092\u4e00\u89a7\u306e\u7248\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u4ee3\u7406\u4eba\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u30ec\u30bf\u30fc\u672c\u4f53\u304c6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u76ee\u3067\u898b\u308b |\n| \u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `missing`\u3002**\u8a08\u7b97\u3067\u57cb\u3081\u305a\u3001\u898f\u5247\u306e\u8a08\u7b97\u5024\u3060\u3051\u3092\u5019\u88dc\u306b\u3057\u3066\u4eba\u3078** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u4ee3\u7406\u4eba\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| 1\u901a\u306b\u8907\u6570\u306e\u51fa\u9858\u306e\u5831\u544a | `ambiguous`\u3002\u51fa\u9858\u3054\u3068\u306b\u4eba\u304c\u5206\u3051\u308b |\n| \u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u304c\u898f\u5247\u306b\u7121\u3044 | `no_rule`\u3002\u5f01\u7406\u58eb\u304c\u898f\u5247\u3092\u78ba\u304b\u3081\u3001\u4e00\u89a7\u306b\u8db3\u3059 |\n| \u6848\u4ef6\u53f0\u5e33\u306b\u5f53\u305f\u3089\u306a\u3044 | `case_not_found`\u3002\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u671f\u9650\u306e\u4e8b\u6545\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u671f\u9650\u3068\u3044\u30461\u3064\u306e\u5024\u306e\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u7167\u5408\u305d\u306e\u3082\u306e\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u5831\u544a\u30ec\u30bf\u30fc\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u4ee3\u7406\u4eba\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u898f\u5247\u306e\u4e00\u89a7\u306e\u7248**\n- **\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u671f\u9650\u3092\u78ba\u5b9a\u3055\u305b\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5024\u3092\u3001\u3069\u3046\u78ba\u5b9a\u3055\u305b\u305f\u304b\u3001\u8ab0\u304c\u4e8c\u91cd\u78ba\u8a8d\u3057\u305f\u304b\n- \u4ee3\u7406\u4eba\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u3001\u305d\u306e\u56de\u7b54\n\n**4\u3064\u76ee\u306e\u300c\u898f\u5247\u306e\u4e00\u89a7\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u5247\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u3068\u904e\u53bb\u306e\u7167\u5408\u306e\u610f\u5473\u304c\u5909\u308f\u308a\u3001**\u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u6848\u4ef6\u3092\u898b\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u904e\u53bb\u306e\u30ec\u30bf\u30fc\u304b\u308930\u901a\u3092\u9078\u3076\uff08**\u671f\u9650\u304c\u672c\u6587\u306e\u6bb5\u843d\u306b\u3060\u3051\u3042\u308b\u3082\u306e\u3001\u5ef6\u9577\u524d\u3068\u5ef6\u9577\u5f8c\u306e\u671f\u9650\u304c\u4e26\u3076\u3082\u306e\u3001\u65e5\u4ed8\u304c `03\/04\/2026` \u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u306e\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u901a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u3053\u306e\u30ec\u30bf\u30fc\u306e\u51fa\u9858\u756a\u53f7\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u767a\u9001\u65e5\u3001\u5e81\u3078\u306e\u5fdc\u7b54\u671f\u9650\u3001\u4ee3\u7406\u4eba\u304c\u6307\u793a\u3092\u6c42\u3081\u308b\u7de0\u5207\u3001\u5ef6\u9577\u306e\u8a18\u8f09\u3001\u6307\u793a\u304c\u8981\u308b\u4e8b\u9805\u3001\u8cbb\u7528\u306e\u898b\u8fbc\u307f\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u306f\u5225\u306e\u6b04\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u3092\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u767b\u9332\u3055\u308c\u305f\u671f\u9650\u3068\u898b\u6bd4\u3079\u308b\n\n**30\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u3092\u6df7\u305c\u306a\u3044\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u3092\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| 2\u3064\u306e\u65e5\u4ed8\u3092\u5225\u3005\u306b\u3001\u539f\u6587\u3069\u304a\u308a\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u6307\u793a\u306e\u7de0\u5207\u3092\u5e81\u306e\u671f\u9650\u3068\u3057\u3066\u53d6\u308a\u51fa\u3057\u305f | \u6307\u793a\u30672\u3064\u3092\u5206\u3051\u3066\u805e\u304f\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u3092\u8a08\u7b97\u3067\u57cb\u3081\u305f | \u8a08\u7b97\u3092\u7981\u3058\u308b\u6307\u793a\u3092\u8db3\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u30ec\u30bf\u30fc\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u898f\u5247\u3067\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u6bd4\u3079\u3001\u5019\u88dc\u3068\u5370\u3092\u53f0\u5e33\u306b\u66f8\u304f \uff0f \u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u306e\u8a18\u9332\u3001\u671f\u9650\u306e\u7167\u5408\u3001\u5831\u544a\u306e\u4e0b\u66f8\u304d","full_setup":"\u4e0a\u8a18\uff0b\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5019\u88dc\u306e\u53d6\u308a\u8fbc\u307f\uff08\u78ba\u5b9a\u306f\u4eba\uff09\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6307\u793a\u306e\u53d7\u4ed8\u3068\u4ee3\u7406\u4eba\u3078\u306e\u6307\u793a\u66f8\u306e\u4e0b\u66f8\u304d \uff0f \u5831\u544a\u304b\u3089\u6307\u793a\u306e\u9001\u4ed8\u307e\u3067\u306e\u6d41\u308c","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 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\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6307\u793a\u3092\u53d7\u3051\u4ed8\u3051\u3001\u4ee3\u7406\u4eba\u3078\u306e\u82f1\u6587\u306e\u6307\u793a\u66f8\u3092\u4e0b\u66f8\u304d\u3057\u307e\u3059\u3002**\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u53d6\u308a\u8fbc\u307f\u3082\u3001\u78ba\u5b9a\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u306e\u306f\u4eba\u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30922\u301c3\u304b\u6708\u56de\u3059\u3068\u3001`no_rule` \u304c\u51fa\u308b\u56fd\u3068\u901a\u77e5\u306e\u7a2e\u985e\u306e\u7d44\u3068\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3067 `ambiguous` \u306b\u306a\u308b\u4ee3\u7406\u4eba\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u898f\u5247\u306e\u4e00\u89a7\u3068\u4ee3\u7406\u4eba\u306e\u60c5\u5831\u3092\u6574\u3048\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6307\u793a\u306e\u7de0\u5207\u3092\u5e81\u306e\u671f\u9650\u3068\u3057\u3066\u8aad\u3080 | **2\u3064\u3092\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u805e\u304d\u3001\u6df7\u305c\u308b\u3053\u3068\u3092\u7981\u3058\u308b** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u3092\u767a\u9001\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u308b | \u8a08\u7b97\u3092\u7981\u3058\u3001`missing` \u3067\u4eba\u3078 |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u53d6\u308a\u9055\u3048\u308b | \u4ee3\u7406\u4eba\u3054\u3068\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u6301\u3061\u3001\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u4eba\u3078 |\n| \u5ef6\u9577\u524d\u3068\u5ef6\u9577\u5f8c\u306e\u671f\u9650\u306e\u4e00\u65b9\u3060\u3051\u304c\u6b8b\u308b | \u671f\u9650\u3092\u914d\u5217\u3067\u6301\u3061\u3001\u898f\u5247\u306e\u8a08\u7b97\u3068\u4e00\u81f4\u3057\u305f\u65b9\u3092\u5ef6\u9577\u524d\u3068\u3059\u308b |\n| \u6dfb\u4ed8\u306e\u901a\u77e5\u306e\u5199\u3057\u306b\u8cea\u554f\u304c\u5f53\u305f\u308b | `Pages` \u3067\u8cea\u554f\u3092\u672c\u4f53\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u5411\u3051\u308b |\n| \u4e2d\u56fd\u8a9e\u306e\u5199\u3057\u3092\u8aad\u307e\u305b\u3066\u5931\u6557\u3059\u308b | 6\u8a00\u8a9e\u4ee5\u5916\u306e\u30da\u30fc\u30b8\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u306a\u3044 |\n| \u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3067\u6848\u4ef6\u304c\u5f15\u3051\u306a\u3044 | \u6848\u4ef6\u53f0\u5e33\u306b\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u3092\u5fc5\u305a\u767b\u9332\u3059\u308b |\n| \u898f\u5247\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u80051\u4eba\u3067\u76f4\u3059 | \u5f01\u7406\u58eb\u306e\u78ba\u8a8d\u3092\u7d4c\u3066\u3001\u7248\u3092\u6b8b\u3059 |\n| \u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u3080 | **\u5019\u88dc\u307e\u3067\u306b\u3057\u3001\u78ba\u5b9a\u306f\u4eba\u304c\u884c\u3046** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u671f\u9650\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**1\u3064\u306f\u65e9\u3044\u65b9\u306e\u65e5\u4ed8\u3092\u3001\u3082\u30461\u3064\u306f\u7167\u5408\u306e\u610f\u5473\u3092\u6d88\u3057\u307e\u3059\u3002** 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\u88dc\u6b63\u306e\u65b9\u91dd\u3084\u7d99\u7d9a\u5be9\u67fb\u306e\u8981\u5426\u306f\u3001\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u6c7a\u3081\u307e\u3059\n4. **\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u5831\u544a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u3001**\u5f01\u7406\u58eb\u304c\u76f4\u3057\u3066\u9001\u308a\u307e\u3059**\n5. **\u5229\u7528\u898f\u7d04\u3068\u4fdd\u5b58\u306e\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u958b\u524d\u306e\u51fa\u9858\u3092\u6271\u3046\u306e\u3067\u3001**\u751f\u6210AI\u3068\u30af\u30e9\u30a6\u30c9\u306e\u5229\u7528\u6761\u4ef6\u3068\u4fdd\u5b58\u306e\u5730\u57df\u3092\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u306e\u5b88\u79d8\u306e\u53d6\u308a\u6c7a\u3081\u306b\u7167\u3089\u3057\u3066\u78ba\u304b\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5fdc\u7b54\u671f\u9650\u3092\u8aa4\u3063\u3066\u767b\u9332\u3057\u3001\u6a29\u5229\u3092\u5931\u3046\u3053\u3068\u3067\u3059\u3002** \u591a\u304f\u306f\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u3068\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u306e\u88dc\u5b8c\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3057\u3001\u671f\u9650\u306e\u8a08\u7b97\u306f\u898f\u5247\u3067\u884c\u3046\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u5916\u56fd\u51fa\u9858\u3092\u591a\u304f\u6271\u3044\u3001\u7c73\u56fd\u30fb\u6b27\u5dde\u30fb\u4e2d\u56fd\u30fb\u97d3\u56fd\u306a\u3069\u306e\u73fe\u5730\u4ee3\u7406\u4eba\u304b\u3089\u82f1\u6587\u306e\u5831\u544a\u30ec\u30bf\u30fc\u3092\u6708\u306b\u767e\u4ef6\u4ee5\u4e0a\u53d7\u3051\u53d6\u308b\u7279\u8a31\u4e8b\u52d9\u6240\u3002\u5916\u56fd\u51fa\u9858\u3092\u81ea\u793e\u3067\u7ba1\u7406\u3059\u308b\u88fd\u9020\u696d\u3084IT\u4f01\u696d\u306e\u77e5\u8ca1\u90e8\u3002\u5831\u544a\u30ec\u30bf\u30fc\u3092PDF\u3067\u53d7\u3051\u53d6\u308a\u3001\u671f\u9650\u3068\u6307\u793a\u4e8b\u9805\u3092\u4e8b\u52d9\u30b9\u30bf\u30c3\u30d5\u304c\u6848\u4ef6\u53f0\u5e33\u3068\u671f\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u624b\u3067\u5165\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u73fe\u5730\u4ee3\u7406\u4eba\u3054\u3068\u306b\u30ec\u30bf\u30fc\u306e\u66f8\u5f0f\u304c\u9055\u3044\u3001\u3069\u3053\u306b\u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5916\u56fd\u51fa\u9858\u304c\u5e74\u306b\u6570\u4ef6\u306e\u4e8b\u52d9\u6240\u3084\u4f01\u696d\u3002\u73fe\u5730\u4ee3\u7406\u4eba\u3068\u306e\u9023\u7d61\u304c\u5c02\u7528\u306e\u96fb\u5b50\u30c7\u30fc\u30bf\u9023\u643a\u306b\u79fb\u3063\u3066\u304a\u308a\u3001PDF\u306e\u5831\u544a\u30ec\u30bf\u30fc\u3092\u8aad\u3080\u5de5\u7a0b\u304c\u7121\u3044\u5834\u5408\u3002\u5831\u544a\u30ec\u30bf\u30fc\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u3053\u3068\u304c\u591a\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3067\u3059\uff09\u3002\u306a\u304a\u3001\u5fdc\u7b54\u671f\u9650\u306e\u78ba\u5b9a\u3001\u5fdc\u7b54\u306e\u65b9\u91dd\u3001\u8cbb\u7528\u306e\u627f\u8a8d\u306f\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u884c\u3046\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u671f\u9650\u306e\u898f\u5247\u306e\u4e00\u89a7\u3092\u8868\u306b\u3059\u308b**\n\n\u5916\u56fd\u90e8\u306e\u898f\u5247\u306e\u4e00\u89a7\u3092\u3001\u56fd\u3001\u901a\u77e5\u306e\u7a2e\u985e\u3001\u8d77\u7b97\u65e5\u3001\u671f\u9593\u3001\u5ef6\u9577\u306e\u53ef\u5426\u3068\u4e0a\u9650\u3001\u4f11\u65e5\u306e\u6271\u3044\u306e\u5217\u306b\u5206\u3051\u3066\u8868\u306b\u3057\u307e\u3059\u3002**\u4ef6\u6570\u306e\u591a\u3044\u7c73\u56fd\u30fb\u6b27\u5dde\u30fb\u4e2d\u56fd\u30fb\u97d3\u56fd\u304b\u3089\u59cb\u3081\u307e\u3059\u3002** \u5f01\u7406\u58eb\u306b\u78ba\u8a8d\u3057\u3066\u3082\u3089\u3044\u3001\u7248\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u901a\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u30ec\u30bf\u30fc\u304b\u308930\u901a\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u5e81\u306e\u671f\u9650\u3068\u6307\u793a\u306e\u7de0\u5207\u3092\u6df7\u305c\u306a\u3044\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9650\u3092\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u6848\u4ef6\u53f0\u5e33\u306b\u4ee3\u7406\u4eba\u306e\u60c5\u5831\u3092\u8db3\u3059**\n\n\u6848\u4ef6\u53f0\u5e33\u306b\u4ee3\u7406\u4eba\u306e\u6574\u7406\u756a\u53f7\u306e\u5217\u3092\u8db3\u3057\u3001\u4ee3\u7406\u4eba\u3054\u3068\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u3053\u304c\u57cb\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u6848\u4ef6\u306e\u7279\u5b9a\u3068\u65e5\u4ed8\u306e\u78ba\u5b9a\u3067\u5370\u304c\u5897\u3048\u3059\u304e\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u53f0\u5e33\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3\u3001Lambda\u3001Textract\u3001Claude API\u3001Python \u306e\u7167\u5408\u3092\u3064\u306a\u304e\u3001\u53f0\u5e33\u306b\u671f\u9650\u306e\u5019\u88dc\u3068\u5370\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u7c73\u56fd\u306e\u6848\u4ef6\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u6b27\u5dde\u30fb\u4e2d\u56fd\u30fb\u97d3\u56fd\u306b\u5e83\u3052\u3001`deadline_mismatch` \u3068 `no_rule` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u898f\u5247\u306e\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u898f\u5247\u306e\u8a08\u7b97\u3068\u30ec\u30bf\u30fc\u306e\u671f\u9650\u306e\u98df\u3044\u9055\u3044\u304c\u3001\u6bce\u9031\u306e\u4e00\u89a7\u3067\u78ba\u5b9f\u306b\u62fe\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0227","UC-0266","UC-0167","UC-0707"],"related_articles":[{"id":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"},{"id":5806,"slug":"sns-kenri-shingai-sakujo","title":"SNS\u306e\u4e2d\u50b7\u304c\u6d88\u3048\u306a\u3044\u539f\u56e0\u3068\u7533\u3057\u51fa\u65b9\uff5c\u7a93\u53e3\u3068\u671f\u9650\u3092\u77e5\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u672c\u6848\u306b\u3064\u3044\u3066\u306e\u5e81\u306e\u901a\u77e5\u3078\u306e\u5fdc\u7b54\u306b3\u304b\u6708\u306e\u77ed\u7e2e\u6cd5\u5b9a\u671f\u9593\u304c\u8a2d\u3051\u3089\u308c\u308b\u3053\u3068\uff08\u00a7710.02(b)\uff09\u300237 CFR 1.136(a) \u306b\u3088\u308a\u3001\u624b\u6570\u6599\u3092\u6255\u3063\u3066\u6cd5\u5b9a\u306e\u4e0a\u9650\uff0835 U.S.C. 133 \u306e6\u304b\u6708\uff09\u307e\u3067\u306e\u7bc4\u56f2\u3067\u5ef6\u9577\u3067\u304d\u308b\u3053\u3068\uff08\u00a7710.02(e)\uff09\u3002\u671f\u9593\u5185\u306b\u5fdc\u7b54\u3057\u306a\u3051\u308c\u3070\u51fa\u9858\u304c\u653e\u68c4\u3055\u308c\u308b\u3053\u3068\uff08\u00a7710.01\uff09\u3002\u671f\u9593\u304c\u901a\u77e5\u306b\u5370\u5b57\u3055\u308c\u305f\u767a\u9001\u65e5\uff08\u901a\u77e5\u65e5\uff09\u304b\u3089\u6570\u3048\u3089\u308c\u308b\u3053\u3068\uff08\u00a7710.01(a)\uff09\u3002\u671f\u9593\u306e\u672b\u65e5\u304c\u571f\u66dc\u30fb\u65e5\u66dc\u30fb\u9023\u90a6\u306e\u4f11\u65e5\u306b\u5f53\u305f\u308c\u3070\u6b21\u306e\u55b6\u696d\u65e5\u306e\u5fdc\u7b54\u3067\u671f\u9650\u5185\u3068\u3055\u308c\u308b\u3053\u3068 | [USPTO: MPEP 710 Period for Reply](https:\/\/www.uspto.gov\/web\/offices\/pac\/mpep\/s710.html) | 2026-10-07 |\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304cJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3042\u308b\u3053\u3068\u3002\u540c\u671f\u306fPDF1\u30da\u30fc\u30b8\u30fb10MB\u3001\u975e\u540c\u671f\u306fPDF\u3068TIFF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3067\u304d\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3002\u8cea\u554f\u306f\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u500b\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-07 |\n| StartDocumentAnalysis \u306e `FeatureTypes`\uff08TABLES\uff0fFORMS\uff0fQUERIES\uff0fSIGNATURES\uff0fLAYOUT\uff09\u3001`QueriesConfig`\uff08`Alias`\u30fb`Pages`\u30fb`Text`\uff09\u3001`ClientRequestToken`\u3001`JobTag`\u3001`NotificationChannel` \u3067 Amazon SNS \u306b\u5b8c\u4e86\u3092\u901a\u77e5\u3059\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-07 |\n| GetDocumentAnalysis \u306e `JobStatus`\uff08SUCCEEDED\uff0fFAILED\uff0fPARTIAL_SUCCESS \u307b\u304b\uff09\u3001`MaxResults`\uff08\u6700\u59271,000\uff09\u3068 `NextToken`\u3001`StatusMessage`\u3001`Warnings` | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-07 |\n| \u8cea\u554f\u306e\u5fdc\u7b54\u304c QUERY \u3068 QUERY_RESULT \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u5225\u540d\uff08Alias\uff09\u3068\u4fe1\u983c\u5ea6\u3092\u6301\u3064\u3053\u3068\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-07 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308c\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-07 |\n\n**\u5fdc\u7b54\u671f\u9650\u306e\u78ba\u5b9a\u3001\u5ef6\u9577\u306e\u5224\u65ad\u3001\u5fdc\u7b54\u306e\u65b9\u91dd\u306f\u3001\u5f01\u7406\u58eb\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u884c\u3046\u3082\u306e\u3067\u3059\u3002** \u672c\u8a18\u4e8b\u306f USPTO \u306e\u5be9\u67fb\u4fbf\u89a7\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3092\u4f8b\u3068\u3057\u3066\u6271\u3063\u3066\u304a\u308a\u3001\u4ed6\u306e\u56fd\u306e\u671f\u9650\u306e\u898f\u5247\u306f\u5404\u56fd\u306e\u516c\u5f0f\u306e\u60c5\u5831\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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