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**\u53e3\u5ea7\u756a\u53f7\u306e\u9818\u57df\u3092\u8986\u3046** \u2026 \u300c\u53e3\u5ea7\u756a\u53f7\u300d\u300c\u632f\u8fbc\u5148\u300d\u306e\u6b04\u306e\u5024\u306f\u3001Form Parser \u306e\u7d50\u679c\u304b\u3089\u3060\u3051\u53d6\u308a\u3001**\u751f\u6210AI\u306b\u6e21\u3059\u5168\u6587\u3068\u753b\u50cf\u304b\u3089\u306f\u5857\u308a\u3064\u3076\u3057\u307e\u3059**\n6. **\u540c\u3058\u5c4a\u51fa\u306e\u91cd\u8907\u3092\u843d\u3068\u3059** \u2026 FAX\u3068\u30e1\u30fc\u30eb\u3067\u540c\u3058\u5c4a\u51fa\u304c2\u56de\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u65e5\u4ed8\u306e\u7d44\u3067\u91cd\u8907\u3092\u898b\u3064\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u53e3\u5ea7\u306e\u5024\u3092\u751f\u6210AI\u304c\u66f8\u304d\u63db\u3048\u308b\u7d4c\u8def\u3092\u306a\u304f\u3059\u305f\u3081\u3067\u3059\u3002** 1\u6841\u306e\u8aad\u307f\u9055\u3044\u3092\u300c\u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u300d\u306b\u76f4\u3055\u308c\u308b\u3068\u3001**\u539f\u672c\u3068\u898b\u6bd4\u3079\u305f\u3068\u304d\u306b\u6c17\u3065\u304d\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002** \u53e3\u5ea7\u306fOCR\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u305d\u306e\u307e\u307e\u898b\u305b\u3001\u62c5\u5f53\u8005\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002","ai_processing":"**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u5c4a\u51fa\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d |\n|:--|:--|:--|\n| \u5c4a\u51fa\u306e\u7a2e\u985e | \u9000\u53bb\u5c4a\u30fb\u89e3\u7d04\u901a\u77e5\uff0f\u89e3\u7d04\u306e\u64a4\u56de\uff0f\u305d\u308c\u4ee5\u5916 | `other`\u3002\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044 |\n| \u7269\u4ef6\u3068\u90e8\u5c4b | \u7269\u4ef6\u540d\u3068\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing` |\n| \u5951\u7d04\u8005\u3068\u5dee\u51fa\u4eba | \u66f8\u9762\u4e0a\u306e\u5951\u7d04\u8005\u540d\u3001\u7f72\u540d\u3057\u305f\u4eba\u306e\u6c0f\u540d\u3001\u5dee\u51fa\u4eba\u306e\u7acb\u5834\u306e\u8a18\u8f09\uff08\u672c\u4eba\u30fb\u540c\u5c45\u4eba\u30fb\u4fdd\u8a3c\u4eba\u30fb\u4f1a\u793e\u306e\u62c5\u5f53\u306a\u3069\uff09 | \u7acb\u5834\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `not_stated` |\n| \u65e5\u4ed8\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u3059\u3079\u3066\u3001\u6b04\u306e\u540d\u524d\u304b\u6587\u4e2d\u306e\u8a00\u8449\u3068\u7d44\u3067\uff08\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u9375\u8fd4\u5374\u300d\u306a\u3069\uff09 | \u6b04\u306e\u540d\u524d\u304c\u7121\u3051\u308c\u3070 `label_unknown` |\n| \u7acb\u4f1a\u3044\u306e\u5e0c\u671b | \u5019\u88dc\u306e\u65e5\u4ed8\u3068\u6642\u9593\u5e2f\u3092\u3059\u3079\u3066 | `missing` |\n| \u9000\u53bb\u5f8c\u306e\u9023\u7d61\u5148 | \u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing` |\n\n**4\u884c\u76ee\u3067\u3001\u65e5\u4ed8\u3092\u6b04\u306e\u540d\u524d\u3068\u7d44\u3067\u53d6\u308a\u51fa\u3059\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u66f8\u9762\u306b\u306f\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u5f15\u8d8a\u3057\u65e5\u300d\u300c\u9375\u306e\u8fd4\u5374\u65e5\u300d\u304c\u6df7\u5728\u3057\u3001**\u751f\u6210AI\u306f\u305d\u308c\u30921\u3064\u306e\u300c\u9000\u53bb\u65e5\u300d\u306b\u307e\u3068\u3081\u305f\u304c\u308a\u307e\u3059\u3002** \u307e\u3068\u3081\u305a\u306b\u4e26\u3079\u3055\u305b\u3001\u3069\u306e\u65e5\u4ed8\u3092\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3068\u6bd4\u3079\u308b\u304b\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u898f\u5247\u3067\u9078\u3073\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u306e\u8a08\u7b97 | \u4e88\u544a\u306e\u6761\u4ef6\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u6570\u3048\u308b |\n| \u89e3\u7d04\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u672c\u4eba\u4ee5\u5916\u306e\u5c4a\u51fa\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b |\n| \u65e5\u4ed8\u306e\u6b04\u306e\u307e\u3068\u3081 | \u610f\u5473\u306e\u9055\u3046\u65e5\u4ed8\u30921\u3064\u306b\u3057\u306a\u3044 |\n| \u53e3\u5ea7\u756a\u53f7\u306e\u8aad\u307f\u53d6\u308a | OCR\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3002\u751f\u6210AI\u306b\u306f\u6e21\u3055\u306a\u3044 |\n| \u7cbe\u7b97\u984d\u3084\u539f\u72b6\u56de\u5fa9\u306e\u8ca0\u62c5\u306e\u8a18\u8f09 | \u7acb\u4f1a\u3044\u306e\u5f8c\u306b\u3001\u5951\u7d04\u3068\u7acb\u4f1a\u3044\u306e\u7d50\u679c\u3067\u6c7a\u307e\u308b |\n| \u53d7\u4ed8\u9023\u7d61\u3067\u306e\u89e3\u7d04\u65e5\u306e\u7d04\u675f | \u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6570\u3048\u305f\u65e5\u4ed8\u3060\u3051\u3092\u5165\u308c\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u7a93\u53e3\u3067\u3001\u5165\u5c45\u8005\u304b\u3089\u5c4a\u3044\u305f\u9000\u53bb\u306e\u5c4a\u51fa\u3092\u8aad\u3080\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u65e5\u4ed8\u306e\u8a08\u7b97\u3084\u3001\u89e3\u7d04\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5c4a\u51fa\u306e\u7a2e\u985e\u3011\n- move_out : \u9000\u53bb\u5c4a\u30fb\u89e3\u7d04\u901a\u77e5\n- withdraw : \u524d\u306b\u51fa\u3057\u305f\u89e3\u7d04\u306e\u7533\u3057\u51fa\u3092\u53d6\u308a\u6d88\u3059\u9023\u7d61\n- other    : \u305d\u308c\u4ee5\u5916\uff08\u4fee\u7e55\u306e\u4f9d\u983c\u3001\u66f4\u65b0\u306e\u66f8\u985e\u306a\u3069\uff09\nother \u306e\u66f8\u9762\u304b\u3089\u306f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n\u7269\u4ef6\u540d\u3001\u90e8\u5c4b\u756a\u53f7\u3001\u66f8\u9762\u4e0a\u306e\u5951\u7d04\u8005\u540d\u3001\u7f72\u540d\u3057\u305f\u4eba\u306e\u6c0f\u540d\u3001\n\u5dee\u51fa\u4eba\u306e\u7acb\u5834\uff08\u672c\u4eba\uff0f\u540c\u5c45\u4eba\uff0f\u9023\u5e2f\u4fdd\u8a3c\u4eba\uff0f\u4f1a\u793e\u306e\u62c5\u5f53\uff0f\u4ee3\u7406\u4eba\uff0fnot_stated\uff09\u3001\n\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u306e\u3059\u3079\u3066\uff08\u6b04\u306e\u540d\u524d\u304b\u6587\u4e2d\u306e\u8a00\u8449\u3068\u7d44\u3067\uff09\u3001\n\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u3068\u6642\u9593\u5e2f\u306e\u3059\u3079\u3066\u3001\u9000\u53bb\u5f8c\u306e\u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u6b04\u306e\u540d\u524d\u3084\u6587\u4e2d\u306e\u8a00\u8449\uff08\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u9375\u8fd4\u5374\u300d\u306a\u3069\uff09\u3068\n  \u7d44\u306b\u3057\u3066\u3001\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8907\u6570\u306e\u65e5\u4ed8\u30921\u3064\u306e\u9000\u53bb\u65e5\u306b\u307e\u3068\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u6708\u672b\u300d\u300c\u4e2d\u65ec\u300d\u306e\u3088\u3046\u306b\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u65e5\u3092\u88dc\u308f\u305a\u3001\n  \u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e text \u306b\u5165\u308c\u3001date \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u51fa\u4eba\u306e\u7acb\u5834\u306f\u3001\u66f8\u9762\u306b\u66f8\u304b\u308c\u305f\u8a00\u8449\u3060\u3051\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7b46\u8de1\u3084\u6587\u9762\u306e\u5370\u8c61\u304b\u3089\u672c\u4eba\u304b\u3069\u3046\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u65e5\u5272\u308a\u306e\u8cc3\u6599\u3001\u6577\u91d1\u306e\u7cbe\u7b97\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53e3\u5ea7\u756a\u53f7\u306f\u5857\u308a\u3064\u3076\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u88dc\u3063\u305f\u308a\u63a8\u6e2c\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u897f\u66a6\uff08YYYY-MM-DD\uff09\u306b\u76f4\u3057\u3001\u5143\u306e\u8868\u8a18\u3092 evidence \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u306f\u5370\uff09\u3011{pages}\n\u3010FAX\u306e\u9001\u4ed8\u72b6\u304b\u3089\u8aad\u3093\u3060\u9001\u4fe1\u5143\u3011{fax_sender}\n\u3010\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3011{received_at}\n```\n\n**\u300c\u6708\u672b\u300d\u3092\u88dc\u308f\u306a\u3044\u6307\u793a\u304c\u3001\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001\u751f\u6210AI\u306f\u300c3\u6708\u672b\u300d\u30923\u670831\u65e5\u306b\u76f4\u3057\u307e\u3059\u3002**\u305d\u306e\u6708\u306e\u672b\u65e5\u304c\u571f\u65e5\u306a\u3089\u5f15\u8d8a\u3057\u306e\u90fd\u5408\u3067\u524d\u306e\u91d1\u66dc\u3092\u6307\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u3001**\u76f4\u3057\u305f\u65e5\u4ed8\u306f\u66f8\u9762\u306e\u4e8b\u5b9f\u3067\u306f\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u300c\u7b46\u8de1\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u751f\u6210AI\u306f\u3001\u5951\u7d04\u8005\u540d\u3068\u7f72\u540d\u304c\u540c\u3058\u306a\u3089\u672c\u4eba\u3068\u66f8\u304d\u307e\u3059\u3002**\u540c\u3058\u540d\u524d\u3092\u5bb6\u65cf\u304c\u66f8\u304f\u3053\u3068\u3082\u3042\u308a\u3001**\u672c\u4eba\u304b\u3069\u3046\u304b\u306f\u66f8\u9762\u306e\u8a00\u8449\u3068\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u3057\u304b\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8981\u6c42\u306e `output_config.format` \u306b\u3001`type` \u3092 `json_schema` \u3068\u3057\u3066\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"notice_id\": \"\",\n  \"doc_type\": \"move_out | withdraw | other\",\n  \"property\": { \"name\": \"\", \"room\": \"\", \"status\": \"ok | missing | unreadable\" },\n  \"parties\": {\n    \"contract_holder\": \"\", \"signer\": \"\",\n    \"sender_role\": \"tenant | cohabitant | guarantor | company | agent | not_stated\",\n    \"evidence\": \"\"\n  },\n  \"dates\": [\n    { \"label\": \"\", \"date\": \"\", \"text\": \"\", \"label_known\": true, \"evidence\": \"\" }\n  ],\n  \"inspection_requests\": [ { \"date\": \"\", \"slot\": \"am | pm | any\", \"evidence\": \"\" } ],\n  \"forwarding\": { \"address\": \"\", \"phone\": \"\", \"status\": \"ok | missing\" }\n}\n```\n\n**\u30b9\u30ad\u30fc\u30de\u3067\u306f `doc_type` \u3068 `sender_role` \u3092 `enum` \u3067\u56fa\u5b9a\u3057\u3001\u65e5\u4ed8\u306b\u306f `format` \u306e `date` \u3092\u4f7f\u3044\u307e\u3059\u3002** Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`minimum` \u306e\u3088\u3046\u306a\u6570\u5024\u306e\u5236\u7d04\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u306a\u3044\u305f\u3081\u3001**\u90e8\u5c4b\u756a\u53f7\u306e\u6841\u3084\u65e5\u4ed8\u306e\u7bc4\u56f2\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u53d7\u3051\u53d6\u3063\u305f\u3042\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5951\u7d04\u3068\u7167\u3089\u3057\u305f\u7d50\u679c\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"contract_id\": \"\",\n  \"received_at\": \"\",\n  \"notice_rule\": \"1_month | 30_days | 2_months\",\n  \"earliest_end_date\": \"\",\n  \"written_end_date\": \"\",\n  \"date_gap_days\": 0,\n  \"sender_check\": \"holder | company_contact | not_holder | unknown\",\n  \"account\": { \"value\": \"\", \"confidence\": 0 },\n  \"verdict\": \"ready | needs_human | needs_retake\"\n}\n```\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `needs_retake` | \u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u65e5\u4ed8\u306e\u3042\u308b\u30da\u30fc\u30b8\u304c\u54c1\u8cea\u4e0d\u8db3 |\n| `needs_human` | `sender_check` \u304c `not_holder` \u304b `unknown`\u3001`written_end_date` \u304c `earliest_end_date` \u3088\u308a\u524d\u3001\u5951\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001`label_known` \u304c false \u306e\u65e5\u4ed8\u304c\u3042\u308b\u3001`doc_type` \u304c `withdraw` |\n| `ready` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`written_end_date` \u304c\u5951\u7d04\u4e0a\u306e\u6700\u3082\u65e9\u3044\u89e3\u7d04\u65e5\u3088\u308a\u524d\u306e\u5834\u5408\u304c\u3001\u53d7\u4ed8\u3067\u6700\u3082\u63c9\u3081\u308b\u5f62\u3067\u3059\u3002** \u4e88\u544a\u306e\u671f\u9593\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u5165\u5c45\u8005\u306b\u4f1d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u4f1d\u3048\u65b9\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002** \u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306f\u51fa\u3055\u305a\u3001`needs_human` \u306b\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u3068\u53d6\u5f97 | FAX\u30fb\u30e1\u30fc\u30eb\u30fb\u30b9\u30ad\u30e3\u30f3\u306e\u5c4a\u51fa\u3092\u53d7\u3051\u53d6\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\u306e\u51e6\u7406\uff09 | Enterprise Document OCR\u3001Form Parser \u306e\u9806\u306b\u9001\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u3001\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d |\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5951\u7d04\u306e\u8aad\u307f\u53d6\u308a\u3068\u3001\u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057 | \u5951\u7d04\u3068\u4e88\u544a\u306e\u6761\u4ef6\u3092\u5f15\u304d\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b |\n| \u7acb\u4f1a\u3044\u306e\u4e88\u5b9a\u8868 | \u8aad\u307f\u53d6\u308a | \u5e0c\u671b\u65e5\u3068\u7a7a\u304d\u306e\u91cd\u306a\u308a\u3092\u4e0b\u66f8\u304d\u306b\u6dfb\u3048\u308b |\n\n**\u53f0\u5e33\u306b\u306f\u4e0b\u66f8\u304d\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002** \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u3001\u9000\u53bb\u5f8c\u306e\u9023\u7d61\u5148\u3001\u53e3\u5ea7\u3092\u5165\u308c\u305f\u72b6\u614b\u306b\u3057\u3001**\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u767b\u9332\u3059\u308b\u307e\u3067\u3001\u9000\u53bb\u306e\u4e88\u5b9a\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093\u3002**\n\n**\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b\u306e\u306f\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u3001\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u7acb\u4f1a\u3044\u306e\u5019\u88dc\u65e5\u3001\u9375\u306e\u8fd4\u5374\u3068\u516c\u5171\u6599\u91d1\u306e\u624b\u7d9a\u304d\u306e\u6848\u5185\u3067\u3059\u3002** \u6577\u91d1\u306e\u7cbe\u7b97\u984d\u3068\u539f\u72b6\u56de\u5fa9\u306e\u8ca0\u62c5\u306b\u306f\u89e6\u308c\u307e\u305b\u3093\u3002**\u3069\u3061\u3089\u3082\u7acb\u4f1a\u3044\u306e\u5f8c\u306b\u6c7a\u307e\u308b\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002**","human_review":"1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5dee\u51fa\u4eba\u304c\u672c\u4eba\u3067\u306a\u3044\u3082\u306e\u3001\u4e88\u544a\u306e\u671f\u9593\u304c\u8db3\u308a\u306a\u3044\u3082\u306e\u3002**\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u306e\u96fb\u8a71\u304b\u3001\u59d4\u4efb\u72b6\u306e\u4f9d\u983c\u3092\u3057\u307e\u3059**\n2. **\u65e5\u4ed8\u306e\u4e26\u3073\u3092\u78ba\u304b\u3081\u308b** \u2026 `dates` \u306e\u4e00\u89a7\u3068\u539f\u672c\u306e\u753b\u50cf\u3092\u898b\u3066\u3001**\u3069\u306e\u65e5\u4ed8\u3092\u9000\u53bb\u306e\u65e5\u3068\u8aad\u3093\u3060\u304b\u304c\u6b63\u3057\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u53e3\u5ea7\u756a\u53f7\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u308b** \u2026 OCR\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u898b\u3066\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u30681\u6841\u305a\u3064\u7167\u3089\u3057\u307e\u3059\n4. **\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u53d7\u4ed8\u9023\u7d61\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u305f\u3068\u3053\u308d\u306f\u8a18\u9332\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u5168\u4ef6\u3067\u884c\u3044\u307e\u3059\u3002** \u53e3\u5ea7\u306e\u8aa4\u308a\u306f\u6577\u91d1\u306e\u8aa4\u9001\u91d1\u306b\u76f4\u7d50\u3057\u3001**\u53d6\u308a\u623b\u3059\u306e\u306b\u5165\u5c45\u8005\u3068\u30aa\u30fc\u30ca\u30fc\u306e\u4e21\u65b9\u3092\u5dfb\u304d\u8fbc\u307f\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u7701\u304d\u307e\u305b\u3093\u3002\n\n**\u305d\u308c\u4ee5\u5916\u306e\u9805\u76ee\u306f\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6d41\u3057\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u66f8\u9762\u3092\u4e00\u304b\u3089\u8aad\u307f\u76f4\u3059\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e3\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308bFAX | `needs_retake`\u3002**\u5165\u5c45\u8005\u306b\u9001\u308a\u76f4\u3057\u3092\u983c\u3080\u524d\u306b\u3001\u90f5\u9001\u306e\u539f\u672c\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b** |\n| \u624b\u7d19\u306e\u5f62\u3067\u6b04\u304c\u7121\u3044 | OCR\u306e\u5168\u6587\u304b\u3089\u53d6\u308a\u51fa\u3059\u3002`label_known` \u304c false \u306e\u65e5\u4ed8\u306f\u4eba\u3078 |\n| \u5951\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u90e8\u5c4b\u756a\u53f7\u306e\u66f8\u304d\u9055\u3044\u3001\u7269\u4ef6\u540d\u306e\u65e7\u79f0\u3002`needs_human` |\n| \u6cd5\u4eba\u306e\u793e\u54e1\u672c\u4eba\u304b\u3089\u5c4a\u304f | `not_holder`\u3002**\u6cd5\u4eba\u306e\u62c5\u5f53\u90e8\u7f72\u306b\u78ba\u304b\u3081\u308b** |\n| \u9023\u5e2f\u4fdd\u8a3c\u4eba\u304b\u3089\u5c4a\u304f | `not_holder`\u3002\u672c\u4eba\u306e\u8ffd\u8a8d\u304b\u3001\u4ee3\u7406\u4eba\u3068\u3057\u3066\u306e\u59d4\u4efb\u3092\u78ba\u304b\u3081\u308b |\n| \u89e3\u7d04\u306e\u64a4\u56de\u304c\u5c4a\u304f | `withdraw`\u3002\u524d\u306e\u5c4a\u51fa\u3068\u7d44\u306b\u3057\u3066\u4eba\u3078 |\n| \u540c\u3058\u5c4a\u51fa\u304cFAX\u3068\u30e1\u30fc\u30eb\u3067\u5c4a\u304f | \u91cd\u8907\u3068\u3057\u30661\u4ef6\u306b\u307e\u3068\u3081\u3001\u4e21\u65b9\u306e\u539f\u672c\u3092\u6b8b\u3059 |\n| \u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u304c\u4e88\u5b9a\u8868\u306e\u7a7a\u304d\u3068\u91cd\u306a\u3089\u306a\u3044 | \u4e0b\u66f8\u304d\u306b\u7a7a\u3044\u3066\u3044\u308b\u8fd1\u3044\u65e5\u30923\u3064\u6dfb\u3048\u308b\u3002**\u3069\u308c\u3092\u8fd4\u3059\u304b\u306f\u62c5\u5f53\u8005** |\n| Document AI \u3084 Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u51e6\u7406\u6e08\u307f\u306e\u5370\u3092\u4ed8\u3051\u305a\u3001\u6b21\u306e\u56de\u306b\u3084\u308a\u76f4\u3059 |\n\n**\u4ef6\u6570\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u30014\u884c\u76ee\u3067\u3059\u3002** \u793e\u5b85\u306e\u591a\u3044\u7ba1\u7406\u4f1a\u793e\u3067\u306f\u3001\u793e\u54e1\u672c\u4eba\u304b\u3089\u306e\u5c4a\u51fa\u304c\u65e5\u5e38\u7684\u306b\u5c4a\u304d\u307e\u3059\u3002**\u6cd5\u4eba\u306e\u62c5\u5f53\u90e8\u7f72\u306e\u9023\u7d61\u5148\u3092\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u306b\u6301\u305f\u305b\u3066\u304a\u304f\u3068\u3001\u78ba\u8a8d\u304c1\u672c\u306e\u96fb\u8a71\u3067\u6e08\u307f\u307e\u3059\u3002**","log_storage":"- \u5c4a\u51fa\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3068\u7d4c\u8def\uff08FAX\u30fb\u30e1\u30fc\u30eb\u30fb\u90f5\u9001\uff09\n- Document AI \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\u3068\u3001Claude API \u306b\u6e21\u3057\u305f\u5168\u6587\uff08\u53e3\u5ea7\u3092\u8986\u3063\u305f\u3082\u306e\uff09\u3068\u8fd4\u3063\u305fJSON\n- \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8db3\u3057\u305f\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u3068\u53d7\u4ed8\u306e\u898f\u5247\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee**\u3068\u3001\u76f4\u3059\u524d\u3068\u5f8c\u306e\u5024\n- \u672c\u4eba\u4ee5\u5916\u306e\u5c4a\u51fa\u306b\u3064\u3044\u3066\u3001\u78ba\u304b\u3081\u305f\u65b9\u6cd5\uff08\u96fb\u8a71\u3001\u59d4\u4efb\u72b6\uff09\u3068\u65e5\u6642\n- \u53d7\u4ed8\u9023\u7d61\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u305d\u306e\u6587\u9762\n\n**\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3068\u898f\u5247\u306e\u7248\u306f\u3001\u5f8c\u304b\u3089\u89e3\u7d04\u65e5\u3092\u3081\u3050\u3063\u3066\u5165\u5c45\u8005\u3068\u884c\u304d\u9055\u3063\u305f\u3068\u304d\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002** \u3044\u3064\u5c4a\u3044\u305f\u3082\u306e\u3092\u3001\u3069\u306e\u6761\u4ef6\u3067\u6570\u3048\u305f\u304b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u8aac\u660e\u304c\u4e00\u5ea6\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**\u76f4\u3057\u305f\u9805\u76ee\u306e\u8a18\u9332\u306f\u3001\u6307\u793a\u3092\u76f4\u3059\u6750\u6599\u306b\u3082\u306a\u308a\u307e\u3059\u3002** 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2\u756a\u76ee\u30685\u756a\u76ee\u306f\u3001\u66f8\u9762\u3092\u8aad\u307f\u89e3\u304f\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u89e3\u7d04\u65e5\u306e\u6570\u3048\u9593\u9055\u3044\u3002** \u4e88\u544a\u306e\u6761\u4ef6\u306f\u5951\u7d04\u306e\u6642\u671f\u3068\u7269\u4ef6\u306e\u30aa\u30fc\u30ca\u30fc\u306b\u3088\u3063\u3066\u9055\u3044\u3001\u300c1\u304b\u6708\u524d\u300d\u3068\u300c30\u65e5\u524d\u300d\u304c\u6df7\u5728\u3057\u307e\u3059\u3002**\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u3092FAX\u306e\u53d7\u4fe1\u65e5\u306b\u3059\u308b\u304b\u3001\u90f5\u4fbf\u306e\u5230\u7740\u65e5\u306b\u3059\u308b\u304b\u3082\u3001\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u3076\u308c\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5c4a\u51fa\u306e\u5dee\u51fa\u4eba\u306e\u78ba\u8a8d\u304c\u6f0f\u308c\u308b\u3002** 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**\u3010\u4eba\u3011** \u90f5\u9001\u306e\u5c4a\u51fa\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3002FAX\u3068\u30e1\u30fc\u30eb\u306ePDF\u306f\u81ea\u52d5\u3067\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308b\n2. **\u3010\u81ea\u52d5\u3011** 15\u5206\u304a\u304d\u306b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u5c4a\u3044\u305f\u30d5\u30a1\u30a4\u30eb\u3068\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3092\u8a18\u9332\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u753b\u50cf\u306e\u54c1\u8cea\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5c4a\u51fa\u306e\u7a2e\u985e\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u5951\u7d04\u8005\u30fb\u5dee\u51fa\u4eba\u3001\u65e5\u4ed8\u306e\u6b04\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u3092\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u5951\u7d04\u3092\u5f15\u304d\u3001\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u304b\u3089\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3092\u6570\u3048\u3001\u66f8\u9762\u306e\u65e5\u4ed8\u3068\u6bd4\u3079\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5dee\u51fa\u4eba\u304c\u5951\u7d04\u8005\u672c\u4eba\u304b\u3092\u7167\u5408\u3057\u3001`ready` \uff0f `needs_human` \uff0f `needs_retake` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** `ready` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u5165\u5c45\u8005\u3078\u306e\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3068\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3001\u53e3\u5ea7\u756a\u53f7\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u3066\u767b\u9332\u3057\u3001\u9023\u7d61\u3092\u9001\u308b\n\n**8\u756a\u76ee\u3067\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u4e0b\u66f8\u304d\u3068\u539f\u672c\u306e\u753b\u50cf\u3092\u4e26\u3079\u305f\u753b\u9762\u3067\u3059\u3002** \u66f8\u9762\u3092\u4e00\u304b\u3089\u8aad\u3080\u306e\u3067\u306f\u306a\u304f\u3001**\u53d6\u308a\u51fa\u3055\u308c\u305f\u5024\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u5dee\u51fa\u4eba\u3068\u65e5\u4ed8\u306e\u98df\u3044\u9055\u3044\u304c\u3042\u308b\u3082\u306e\u306f\u3001`needs_human` \u3068\u3057\u3066\u5148\u306b\u4e26\u3073\u307e\u3059\u3002\n\n**5\u756a\u76ee\u3092\u751f\u6210AI\u306b\u3055\u305b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u8981\u3067\u3059\u3002** \u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3044\u3001**\u6b63\u3057\u3044\u65e5\u4ed8\u3092\u51fa\u305b\u308b\u306e\u306f\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3092\u6301\u3064\u30b9\u30af\u30ea\u30d7\u30c8\u3060\u3051\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u90f5\u9001\u306e\u5c4a\u51fa\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u3002FAX\u3068\u30e1\u30fc\u30eb\u306ePDF\u306f\u81ea\u52d5\u3067\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308b","**\u3010\u81ea\u52d5\u3011** 15\u5206\u304a\u304d\u306b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u5c4a\u3044\u305f\u30d5\u30a1\u30a4\u30eb\u3068\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3092\u8a18\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u753b\u50cf\u306e\u54c1\u8cea\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5c4a\u51fa\u306e\u7a2e\u985e\u3001\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u5951\u7d04\u8005\u30fb\u5dee\u51fa\u4eba\u3001\u65e5\u4ed8\u306e\u6b04\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u5951\u7d04\u3092\u5f15\u304d\u3001\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u304b\u3089\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3092\u6570\u3048\u3001\u66f8\u9762\u306e\u65e5\u4ed8\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u5dee\u51fa\u4eba\u304c\u5951\u7d04\u8005\u672c\u4eba\u304b\u3092\u7167\u5408\u3057\u3001`ready` \uff0f `needs_human` \uff0f `needs_retake` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** `ready` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u5165\u5c45\u8005\u3078\u306e\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3068\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3001\u53e3\u5ea7\u756a\u53f7\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u3066\u767b\u9332\u3057\u3001\u9023\u7d61\u3092\u9001\u308b"],"architecture":"```\n\u9000\u53bb\u5c4a\u30fb\u89e3\u7d04\u901a\u77e5\uff08\u90f5\u9001\u306e\u30b9\u30ad\u30e3\u30f3\uff0fFAX\uff0f\u30e1\u30fc\u30eb\u306ePDF\u30fb\u5199\u771f\uff09\n   \u2502\u3010\u30c8\u30ea\u30ac\u30fc\u301115\u5206\u304a\u304d\u306e\u5b9a\u6642\u5b9f\u884c\n   \u25bc\nPython \u2500\u2500 \u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u306e\u8a18\u9332\u3001HEIC \u2192 JPEG\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u691c\u51fa\u3055\u308c\u305f\u4e0d\u5177\u5408\n   \u25bc\nGoogle Document AI\uff08Form Parser\uff09\n   \u2502   \u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u5c4a\u51fa\u306e\u7a2e\u985e\u3001\u7269\u4ef6\u30fb\u5951\u7d04\u8005\u30fb\u5dee\u51fa\u4eba\u3001\u65e5\u4ed8\u306e\u6b04\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nPython \u2500\u2500 \u5951\u7d04\u306e\u7167\u5408\u3001\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u306e\u8a08\u7b97\u3001\u66f8\u9762\u306e\u65e5\u4ed8\u3068\u306e\u6bd4\u8f03\u3001\u5dee\u51fa\u4eba\u306e\u7167\u5408\n   \u25bc\n\u5224\u5b9a\uff08ready \uff0f needs_human \uff0f needs_retake\uff09\n   \u25bc\n\u3010\u4eba\u304c\u4e0b\u66f8\u304d\u3068\u539f\u672c\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u53f0\u5e33\u3078\u767b\u9332\n   \u2514\u2500\u2500\u25b6 \u5165\u5c45\u8005\u3078\u306e\u53d7\u4ed8\u9023\u7d61\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Enterprise Document OCR\u3001Form Parser\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | Claude API\uff08\u5c4a\u51fa\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3001\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\uff09 | Gemini API\u3001OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u306e\u8a08\u7b97\u3001\u66f8\u9762\u306e\u65e5\u4ed8\u3068\u306e\u6bd4\u8f03\u3001\u5dee\u51fa\u4eba\u306e\u7167\u5408\uff09 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u8a08\u7b97\u6a5f\u80fd |\n| \u9023\u643a | Python\uff08\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u65e2\u5b58\u306e\u9023\u643a\u306e\u4ed5\u7d44\u307f |\n| \u4fdd\u7ba1 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08\u5c4a\u51fa\u306e\u539f\u672c\uff09 | \u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u7acb\u4f1a\u3044\u306e\u4e88\u5b9a\u8868\u306f\u3001\u4eca\u306e\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u66f8\u9762\u3092\u8aad\u3093\u3067\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3001**\u53f0\u5e33\u3078\u306e\u767b\u9332\u3068\u5165\u5c45\u8005\u3078\u306e\u9023\u7d61\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002**\n\n**OCR\u306b Google Document AI \u3092\u9078\u3076\u306e\u306f\u3001\u65e5\u672c\u8a9e\u3067\u4f7f\u3048\u308b2\u3064\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u304c\u305d\u308d\u3046\u304b\u3089\u3067\u3059\u3002** Enterprise Document OCR \u3068 Form Parser \u306f\u3001\u3069\u3061\u3089\u3082\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3001**\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u3001**\u624b\u66f8\u304d\u306e\u691c\u51fa\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u5165\u5c45\u8005\u306e\u624b\u66f8\u304d\u306e\u5c4a\u51fa\u3084\u624b\u7d19\u3082\u5bfe\u8c61\u306b\u3067\u304d\u307e\u3059\u3002\n\n**Enterprise Document OCR \u306f\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u30920\u304b\u30891\u3067\u8fd4\u3057\u307e\u3059\u3002** 0.5\u3092\u4e0b\u56de\u308b\u3068\u3001\u307c\u3051\u3001\u30ce\u30a4\u30ba\u3001\u6697\u3055\u3001\u8584\u3055\u3001\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u3001\u66f8\u985e\u306e\u5207\u308c\u3001\u6587\u5b57\u306e\u5207\u308c\u3001\u53cd\u5c04\u306e8\u7a2e\u985e\u304b\u3089\u7406\u7531\u304c\u8fd4\u308a\u307e\u3059\u3002**FAX\u306e\u753b\u50cf\u306f\u3001\u8584\u3055\u3068\u6587\u5b57\u306e\u5c0f\u3055\u3055\u3067\u54c1\u8cea\u3092\u843d\u3068\u3057\u3084\u3059\u3044**\u306e\u3067\u3001\u3053\u306e\u30b9\u30b3\u30a2\u3067\u64ae\u308a\u76f4\u3057\uff08\u9001\u308a\u76f4\u3057\uff09\u306e\u5019\u88dc\u3092\u5206\u3051\u307e\u3059\u3002\n\n**Form Parser \u306f\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u306e\u7d44\u3068\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u9000\u53bb\u5c4a\u306e\u300c\u7acb\u4f1a\u3044\uff1a\u5348\u524d\uff0f\u5348\u5f8c\u300d\u300c\u9000\u53bb\u7406\u7531\uff1a\u8ee2\u52e4\uff0f\u8cfc\u5165\uff0f\u305d\u306e\u4ed6\u300d\u306e\u3088\u3046\u306a\u30c1\u30a7\u30c3\u30af\u6b04\u306f\u3001**\u5857\u308a\u3064\u3076\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u8fd4\u308a\u307e\u3059\u3002** \u81ea\u793e\u306e\u69d8\u5f0f\u3067\u306a\u3044\u66f8\u9762\u3067\u3082\u3001\u6b04\u306e\u540d\u524d\u304c\u305d\u306e\u307e\u307e\u8fd4\u308b\u306e\u3067\u3001\u3069\u306e\u6b04\u306b\u4f55\u304c\u66f8\u304b\u308c\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b Claude API \u3092\u9078\u3076\u306e\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u304c\u4e00\u822c\u63d0\u4f9b\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002** \u8981\u6c42\u306e `output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306eJSON\u3067\u8fd4\u308a\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**15\u5206\u304a\u304d\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u3057\u307e\u3059\u3002** FAX\u306f\u591c\u9593\u306b\u3082\u5c4a\u304d\u3001\u90f5\u9001\u306e\u30b9\u30ad\u30e3\u30f3\u306f\u5348\u524d\u306b\u307e\u3068\u307e\u3063\u3066\u5165\u308a\u307e\u3059\u3002**\u30d5\u30a1\u30a4\u30eb\u304c\u5165\u308b\u305f\u3073\u306b\u52d5\u304b\u3059\u3068\u3001\u8907\u6570\u30da\u30fc\u30b8\u306eFAX\u304c\u9014\u4e2d\u3067\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001**\u6700\u5f8c\u306e\u66f4\u65b0\u304b\u30895\u5206\u4ee5\u4e0a\u305f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\n\n**\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u306f\u3001\u3053\u306e\u6642\u70b9\u3067\u8a18\u9332\u3057\u307e\u3059\u3002** FAX\u306f\u53d7\u4fe1\u306e\u65e5\u6642\u3001\u30e1\u30fc\u30eb\u306f\u53d7\u4fe1\u306e\u65e5\u6642\u3001\u90f5\u9001\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u65e5\u3067\u306f\u306a\u304f**\u958b\u5c01\u3057\u305f\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u5230\u7740\u65e5**\u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u306e\u65e5\u6642\u304c\u3001\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3092\u6570\u3048\u308b\u8d77\u70b9\u306b\u306a\u308a\u307e\u3059\u3002**\u8d77\u70b9\u3092\u3069\u308c\u306b\u3059\u308b\u304b\u306f\u3001\u7ba1\u7406\u3092\u53d7\u8a17\u3057\u3066\u3044\u308b\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n\u51e6\u7406\u6e08\u307f\u306e\u5370\u306f\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308c\u305f\u3068\u304d\u3060\u3051\u4ed8\u3051\u307e\u3059\u3002\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f\u3082\u306e\u306f\u3001\u6b21\u306e\u56de\u306b\u3084\u308a\u76f4\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5c4a\u51fa\u306e\u30d5\u30a1\u30a4\u30eb | PDF\u3001FAX\u306e\u753b\u50cf\u3001\u5199\u771f\u3002\u7d4c\u8def\u3068\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u3001\u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u30c1\u30a7\u30c3\u30af\u6b04\u3001\u4fe1\u983c\u5ea6 | Google Document AI |\n| \u5951\u7d04\u306e\u60c5\u5831 | \u7269\u4ef6\u30fb\u90e8\u5c4b\u756a\u53f7\u3001\u5951\u7d04\u8005\uff08\u500b\u4eba\uff0f\u6cd5\u4eba\uff09\u3001\u5951\u7d04\u306e\u671f\u9593\u3001\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u3001\u9023\u5e2f\u4fdd\u8a3c\u4eba\u30fb\u4fdd\u8a3c\u4f1a\u793e\u3001\u6cd5\u4eba\u5951\u7d04\u306e\u62c5\u5f53\u90e8\u7f72 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u7acb\u4f1a\u3044\u306e\u4e88\u5b9a | \u62c5\u5f53\u5730\u57df\u3054\u3068\u306e\u7a7a\u3044\u3066\u3044\u308b\u65e5\u6642 | \u7acb\u4f1a\u3044\u306e\u4e88\u5b9a\u8868 |\n| \u53d7\u4ed8\u306e\u898f\u5247 | \u53d7\u3051\u4ed8\u3051\u305f\u65e5\u306e\u8d77\u70b9\u3001\u4e88\u544a\u306e\u6761\u4ef6\u306e\u6570\u3048\u65b9\u3001\u672c\u4eba\u4ee5\u5916\u306e\u5c4a\u51fa\u306e\u6271\u3044 | \u81ea\u793e\u306e\u696d\u52d9\u306e\u898f\u7a0b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5951\u7d04\u306e\u60c5\u5831\u306e\u300c\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u300d\u304c\u9805\u76ee\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3067\u3059\u3002** \u5951\u7d04\u66f8\u306e\u672c\u6587\u306b\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u65e5\u4ed8\u3092\u6570\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u7ba1\u7406\u3057\u3066\u3044\u308b\u5951\u7d04\u306e\u4e88\u544a\u306e\u6761\u4ef6\u3092\u3001\u300c1\u304b\u6708\u524d\u300d\u300c30\u65e5\u524d\u300d\u300c2\u304b\u6708\u524d\uff08\u6cd5\u4eba\uff09\u300d\u306e\u3088\u3046\u306a\u6c7a\u307e\u3063\u305f\u5024\u306e\u9805\u76ee\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u9023\u5e2f\u4fdd\u8a3c\u4eba\u3068\u6cd5\u4eba\u5951\u7d04\u306e\u62c5\u5f53\u90e8\u7f72\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u5dee\u51fa\u4eba\u306e\u7167\u5408\u306f\u3001\u3053\u306e2\u3064\u3068\u5951\u7d04\u8005\u306e\u6c0f\u540d\u306e3\u3064\u3067\u884c\u3044\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**Enterprise Document OCR \u306b\u306f\u3001\u6b21\u306e2\u3064\u3092\u6307\u5b9a\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a | \u8a2d\u5b9a | \u7406\u7531 |\n|:--|:--|:--|\n| `enableImageQualityScores` | `true` | \u30da\u30fc\u30b8\u3054\u3068\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u4e0d\u5177\u5408\u3092\u53d7\u3051\u53d6\u308b |\n| `hints.languageHints` | `[\"ja\"]` | \u63a8\u5b9a\u3055\u305b\u305a\u3001\u65e5\u672c\u8a9e\u3068\u3057\u3066\u8aad\u307e\u305b\u308b |\n\n**Form Parser \u304b\u3089\u306f\u3001\u6b21\u306e2\u3064\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u5834\u6240 | \u4f7f\u3044\u65b9 |\n|:--|:--|:--|\n| \u6b04\u306e\u540d\u524d\u3068\u5024 | `pages[].formFields` \u306e `fieldName` \u3068 `fieldValue`\u3001`confidence` | \u7269\u4ef6\u540d\u3001\u90e8\u5c4b\u756a\u53f7\u3001\u6c0f\u540d\u3001\u9000\u53bb\u65e5\u3001\u9023\u7d61\u5148\u3001\u53e3\u5ea7 |\n| \u30c1\u30a7\u30c3\u30af\u6b04 | `valueType` \u306e `filled_checkbox` \uff0f `unfilled_checkbox` | \u7acb\u4f1a\u3044\u306e\u6642\u9593\u5e2f\u3001\u9000\u53bb\u306e\u7406\u7531\u3001\u9375\u306e\u8fd4\u5374\u65b9\u6cd5 |\n\n**\u624b\u7d19\u306e\u5f62\u306e\u5c4a\u51fa\u306b\u306f\u3001\u6b04\u304c\u3042\u308a\u307e\u305b\u3093\u3002** `formFields` \u304c\u307b\u3068\u3093\u3069\u8fd4\u3089\u306a\u3044\u30da\u30fc\u30b8\u306f\u3001**OCR\u306e\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3057\u3001\u6587\u7ae0\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305b\u307e\u3059\u3002**\n\n**\u5951\u7d04\u306e\u691c\u7d22\u306f\u3001\u90e8\u5c4b\u756a\u53f7\u3068\u7269\u4ef6\u540d\u3092\u5148\u306b\u3001\u6c0f\u540d\u3092\u5f8c\u306b\u3057\u307e\u3059\u3002** \u6c0f\u540d\u304b\u3089\u63a2\u3059\u3068\u3001\u6cd5\u4eba\u5951\u7d04\u306e\u793e\u5b85\u3067\u5165\u5c45\u3057\u3066\u3044\u308b\u793e\u54e1\u306e\u540d\u524d\u304c\u5951\u7d04\u8005\u306e\u6b04\u306b\u7121\u304f\u3001\u5951\u7d04\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u3092\u305d\u308d\u3048\u308b** \u2026 Document AI \u304c\u53d7\u3051\u4ed8\u3051\u308b\u753b\u50cf\u306f PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3001**HEIC \u306f\u5bfe\u5fdc\u5f62\u5f0f\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u306f JPEG \u306b\u5909\u3048\u307e\u3059\n2. **\u3080\u3084\u307f\u306b\u5727\u7e2e\u3057\u306a\u3044** \u2026 \u975e\u53ef\u9006\u306e\u5f62\u5f0f\u3067\u5c0f\u3055\u304f\u3059\u308b\u3068\u3001\u8aad\u307f\u53d6\u308a\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5909\u63db\u306f1\u56de\u3060\u3051\u306b\u3057\u307e\u3059\n3. **FAX\u306e\u9001\u4ed8\u72b6\u3092\u5206\u3051\u308b** \u2026 1\u30da\u30fc\u30b8\u76ee\u304c\u9001\u4ed8\u72b6\u306eFAX\u306f\u591a\u304f\u3001\u5c4a\u51fa\u306e\u672c\u4f53\u3068\u5206\u3051\u3066\u6271\u3044\u307e\u3059\u3002\u9001\u4ed8\u72b6\u306e\u9001\u4fe1\u5143\u306e\u540d\u524d\u3068\u756a\u53f7\u306f\u3001\u5dee\u51fa\u4eba\u306e\u7167\u5408\u306b\u4f7f\u3044\u307e\u3059\n4. **\u54c1\u8cea\u306e\u8db3\u308a\u306a\u3044\u30da\u30fc\u30b8\u3092\u5206\u3051\u308b** \u2026 `qualityScore` \u304c0.5\u3092\u4e0b\u56de\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u4e0d\u5177\u5408\u306e\u7a2e\u985e\u3068\u3068\u3082\u306b `needs_retake` \u306e\u5019\u88dc\u306b\u3057\u307e\u3059\n5. **\u53e3\u5ea7\u756a\u53f7\u306e\u9818\u57df\u3092\u8986\u3046** \u2026 \u300c\u53e3\u5ea7\u756a\u53f7\u300d\u300c\u632f\u8fbc\u5148\u300d\u306e\u6b04\u306e\u5024\u306f\u3001Form Parser \u306e\u7d50\u679c\u304b\u3089\u3060\u3051\u53d6\u308a\u3001**\u751f\u6210AI\u306b\u6e21\u3059\u5168\u6587\u3068\u753b\u50cf\u304b\u3089\u306f\u5857\u308a\u3064\u3076\u3057\u307e\u3059**\n6. **\u540c\u3058\u5c4a\u51fa\u306e\u91cd\u8907\u3092\u843d\u3068\u3059** \u2026 FAX\u3068\u30e1\u30fc\u30eb\u3067\u540c\u3058\u5c4a\u51fa\u304c2\u56de\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u65e5\u4ed8\u306e\u7d44\u3067\u91cd\u8907\u3092\u898b\u3064\u3051\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u53e3\u5ea7\u306e\u5024\u3092\u751f\u6210AI\u304c\u66f8\u304d\u63db\u3048\u308b\u7d4c\u8def\u3092\u306a\u304f\u3059\u305f\u3081\u3067\u3059\u3002** 1\u6841\u306e\u8aad\u307f\u9055\u3044\u3092\u300c\u305d\u308c\u3089\u3057\u3044\u756a\u53f7\u300d\u306b\u76f4\u3055\u308c\u308b\u3068\u3001**\u539f\u672c\u3068\u898b\u6bd4\u3079\u305f\u3068\u304d\u306b\u6c17\u3065\u304d\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002** \u53e3\u5ea7\u306fOCR\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u305d\u306e\u307e\u307e\u898b\u305b\u3001\u62c5\u5f53\u8005\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u5c4a\u51fa\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d |\n|:--|:--|:--|\n| \u5c4a\u51fa\u306e\u7a2e\u985e | \u9000\u53bb\u5c4a\u30fb\u89e3\u7d04\u901a\u77e5\uff0f\u89e3\u7d04\u306e\u64a4\u56de\uff0f\u305d\u308c\u4ee5\u5916 | `other`\u3002\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044 |\n| \u7269\u4ef6\u3068\u90e8\u5c4b | \u7269\u4ef6\u540d\u3068\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing` |\n| \u5951\u7d04\u8005\u3068\u5dee\u51fa\u4eba | \u66f8\u9762\u4e0a\u306e\u5951\u7d04\u8005\u540d\u3001\u7f72\u540d\u3057\u305f\u4eba\u306e\u6c0f\u540d\u3001\u5dee\u51fa\u4eba\u306e\u7acb\u5834\u306e\u8a18\u8f09\uff08\u672c\u4eba\u30fb\u540c\u5c45\u4eba\u30fb\u4fdd\u8a3c\u4eba\u30fb\u4f1a\u793e\u306e\u62c5\u5f53\u306a\u3069\uff09 | \u7acb\u5834\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `not_stated` |\n| \u65e5\u4ed8\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u3059\u3079\u3066\u3001\u6b04\u306e\u540d\u524d\u304b\u6587\u4e2d\u306e\u8a00\u8449\u3068\u7d44\u3067\uff08\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u9375\u8fd4\u5374\u300d\u306a\u3069\uff09 | \u6b04\u306e\u540d\u524d\u304c\u7121\u3051\u308c\u3070 `label_unknown` |\n| \u7acb\u4f1a\u3044\u306e\u5e0c\u671b | \u5019\u88dc\u306e\u65e5\u4ed8\u3068\u6642\u9593\u5e2f\u3092\u3059\u3079\u3066 | `missing` |\n| \u9000\u53bb\u5f8c\u306e\u9023\u7d61\u5148 | \u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | `missing` |\n\n**4\u884c\u76ee\u3067\u3001\u65e5\u4ed8\u3092\u6b04\u306e\u540d\u524d\u3068\u7d44\u3067\u53d6\u308a\u51fa\u3059\u306e\u304c\u8981\u70b9\u3067\u3059\u3002** \u66f8\u9762\u306b\u306f\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u5f15\u8d8a\u3057\u65e5\u300d\u300c\u9375\u306e\u8fd4\u5374\u65e5\u300d\u304c\u6df7\u5728\u3057\u3001**\u751f\u6210AI\u306f\u305d\u308c\u30921\u3064\u306e\u300c\u9000\u53bb\u65e5\u300d\u306b\u307e\u3068\u3081\u305f\u304c\u308a\u307e\u3059\u3002** \u307e\u3068\u3081\u305a\u306b\u4e26\u3079\u3055\u305b\u3001\u3069\u306e\u65e5\u4ed8\u3092\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3068\u6bd4\u3079\u308b\u304b\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u898f\u5247\u3067\u9078\u3073\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u306e\u8a08\u7b97 | \u4e88\u544a\u306e\u6761\u4ef6\u306f\u5951\u7d04\u3054\u3068\u306b\u9055\u3046\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u6570\u3048\u308b |\n| \u89e3\u7d04\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u672c\u4eba\u4ee5\u5916\u306e\u5c4a\u51fa\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b |\n| \u65e5\u4ed8\u306e\u6b04\u306e\u307e\u3068\u3081 | \u610f\u5473\u306e\u9055\u3046\u65e5\u4ed8\u30921\u3064\u306b\u3057\u306a\u3044 |\n| \u53e3\u5ea7\u756a\u53f7\u306e\u8aad\u307f\u53d6\u308a | OCR\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046\u3002\u751f\u6210AI\u306b\u306f\u6e21\u3055\u306a\u3044 |\n| \u7cbe\u7b97\u984d\u3084\u539f\u72b6\u56de\u5fa9\u306e\u8ca0\u62c5\u306e\u8a18\u8f09 | \u7acb\u4f1a\u3044\u306e\u5f8c\u306b\u3001\u5951\u7d04\u3068\u7acb\u4f1a\u3044\u306e\u7d50\u679c\u3067\u6c7a\u307e\u308b |\n| \u53d7\u4ed8\u9023\u7d61\u3067\u306e\u89e3\u7d04\u65e5\u306e\u7d04\u675f | \u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6570\u3048\u305f\u65e5\u4ed8\u3060\u3051\u3092\u5165\u308c\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u7a93\u53e3\u3067\u3001\u5165\u5c45\u8005\u304b\u3089\u5c4a\u3044\u305f\u9000\u53bb\u306e\u5c4a\u51fa\u3092\u8aad\u3080\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u65e5\u4ed8\u306e\u8a08\u7b97\u3084\u3001\u89e3\u7d04\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5c4a\u51fa\u306e\u7a2e\u985e\u3011\n- move_out : \u9000\u53bb\u5c4a\u30fb\u89e3\u7d04\u901a\u77e5\n- withdraw : \u524d\u306b\u51fa\u3057\u305f\u89e3\u7d04\u306e\u7533\u3057\u51fa\u3092\u53d6\u308a\u6d88\u3059\u9023\u7d61\n- other    : \u305d\u308c\u4ee5\u5916\uff08\u4fee\u7e55\u306e\u4f9d\u983c\u3001\u66f4\u65b0\u306e\u66f8\u985e\u306a\u3069\uff09\nother \u306e\u66f8\u9762\u304b\u3089\u306f\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n\u7269\u4ef6\u540d\u3001\u90e8\u5c4b\u756a\u53f7\u3001\u66f8\u9762\u4e0a\u306e\u5951\u7d04\u8005\u540d\u3001\u7f72\u540d\u3057\u305f\u4eba\u306e\u6c0f\u540d\u3001\n\u5dee\u51fa\u4eba\u306e\u7acb\u5834\uff08\u672c\u4eba\uff0f\u540c\u5c45\u4eba\uff0f\u9023\u5e2f\u4fdd\u8a3c\u4eba\uff0f\u4f1a\u793e\u306e\u62c5\u5f53\uff0f\u4ee3\u7406\u4eba\uff0fnot_stated\uff09\u3001\n\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u306e\u3059\u3079\u3066\uff08\u6b04\u306e\u540d\u524d\u304b\u6587\u4e2d\u306e\u8a00\u8449\u3068\u7d44\u3067\uff09\u3001\n\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u3068\u6642\u9593\u5e2f\u306e\u3059\u3079\u3066\u3001\u9000\u53bb\u5f8c\u306e\u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u8f09\u304c\u306a\u3051\u308c\u3070 status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u6b04\u306e\u540d\u524d\u3084\u6587\u4e2d\u306e\u8a00\u8449\uff08\u300c\u9000\u53bb\u65e5\u300d\u300c\u89e3\u7d04\u65e5\u300d\u300c\u9375\u8fd4\u5374\u300d\u306a\u3069\uff09\u3068\n  \u7d44\u306b\u3057\u3066\u3001\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8907\u6570\u306e\u65e5\u4ed8\u30921\u3064\u306e\u9000\u53bb\u65e5\u306b\u307e\u3068\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u6708\u672b\u300d\u300c\u4e2d\u65ec\u300d\u306e\u3088\u3046\u306b\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u65e5\u3092\u88dc\u308f\u305a\u3001\n  \u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e text \u306b\u5165\u308c\u3001date \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u51fa\u4eba\u306e\u7acb\u5834\u306f\u3001\u66f8\u9762\u306b\u66f8\u304b\u308c\u305f\u8a00\u8449\u3060\u3051\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7b46\u8de1\u3084\u6587\u9762\u306e\u5370\u8c61\u304b\u3089\u672c\u4eba\u304b\u3069\u3046\u304b\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u65e5\u5272\u308a\u306e\u8cc3\u6599\u3001\u6577\u91d1\u306e\u7cbe\u7b97\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53e3\u5ea7\u756a\u53f7\u306f\u5857\u308a\u3064\u3076\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u88dc\u3063\u305f\u308a\u63a8\u6e2c\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u897f\u66a6\uff08YYYY-MM-DD\uff09\u306b\u76f4\u3057\u3001\u5143\u306e\u8868\u8a18\u3092 evidence \u306b\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001\u54c1\u8cea\u4e0d\u8db3\u306e\u30da\u30fc\u30b8\u306b\u306f\u5370\uff09\u3011{pages}\n\u3010FAX\u306e\u9001\u4ed8\u72b6\u304b\u3089\u8aad\u3093\u3060\u9001\u4fe1\u5143\u3011{fax_sender}\n\u3010\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3011{received_at}\n```\n\n**\u300c\u6708\u672b\u300d\u3092\u88dc\u308f\u306a\u3044\u6307\u793a\u304c\u3001\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001\u751f\u6210AI\u306f\u300c3\u6708\u672b\u300d\u30923\u670831\u65e5\u306b\u76f4\u3057\u307e\u3059\u3002**\u305d\u306e\u6708\u306e\u672b\u65e5\u304c\u571f\u65e5\u306a\u3089\u5f15\u8d8a\u3057\u306e\u90fd\u5408\u3067\u524d\u306e\u91d1\u66dc\u3092\u6307\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u3001**\u76f4\u3057\u305f\u65e5\u4ed8\u306f\u66f8\u9762\u306e\u4e8b\u5b9f\u3067\u306f\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u300c\u7b46\u8de1\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u751f\u6210AI\u306f\u3001\u5951\u7d04\u8005\u540d\u3068\u7f72\u540d\u304c\u540c\u3058\u306a\u3089\u672c\u4eba\u3068\u66f8\u304d\u307e\u3059\u3002**\u540c\u3058\u540d\u524d\u3092\u5bb6\u65cf\u304c\u66f8\u304f\u3053\u3068\u3082\u3042\u308a\u3001**\u672c\u4eba\u304b\u3069\u3046\u304b\u306f\u66f8\u9762\u306e\u8a00\u8449\u3068\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u3057\u304b\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8981\u6c42\u306e `output_config.format` \u306b\u3001`type` \u3092 `json_schema` \u3068\u3057\u3066\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"notice_id\": \"\",\n  \"doc_type\": \"move_out | withdraw | other\",\n  \"property\": { \"name\": \"\", \"room\": \"\", \"status\": \"ok | missing | unreadable\" },\n  \"parties\": {\n    \"contract_holder\": \"\", \"signer\": \"\",\n    \"sender_role\": \"tenant | cohabitant | guarantor | company | agent | not_stated\",\n    \"evidence\": \"\"\n  },\n  \"dates\": [\n    { \"label\": \"\", \"date\": \"\", \"text\": \"\", \"label_known\": true, \"evidence\": \"\" }\n  ],\n  \"inspection_requests\": [ { \"date\": \"\", \"slot\": \"am | pm | any\", \"evidence\": \"\" } ],\n  \"forwarding\": { \"address\": \"\", \"phone\": \"\", \"status\": \"ok | missing\" }\n}\n```\n\n**\u30b9\u30ad\u30fc\u30de\u3067\u306f `doc_type` \u3068 `sender_role` \u3092 `enum` \u3067\u56fa\u5b9a\u3057\u3001\u65e5\u4ed8\u306b\u306f `format` \u306e `date` \u3092\u4f7f\u3044\u307e\u3059\u3002** Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`minimum` \u306e\u3088\u3046\u306a\u6570\u5024\u306e\u5236\u7d04\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u306a\u3044\u305f\u3081\u3001**\u90e8\u5c4b\u756a\u53f7\u306e\u6841\u3084\u65e5\u4ed8\u306e\u7bc4\u56f2\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u53d7\u3051\u53d6\u3063\u305f\u3042\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5951\u7d04\u3068\u7167\u3089\u3057\u305f\u7d50\u679c\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"contract_id\": \"\",\n  \"received_at\": \"\",\n  \"notice_rule\": \"1_month | 30_days | 2_months\",\n  \"earliest_end_date\": \"\",\n  \"written_end_date\": \"\",\n  \"date_gap_days\": 0,\n  \"sender_check\": \"holder | company_contact | not_holder | unknown\",\n  \"account\": { \"value\": \"\", \"confidence\": 0 },\n  \"verdict\": \"ready | needs_human | needs_retake\"\n}\n```\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `needs_retake` | \u7269\u4ef6\u30fb\u90e8\u5c4b\u30fb\u65e5\u4ed8\u306e\u3042\u308b\u30da\u30fc\u30b8\u304c\u54c1\u8cea\u4e0d\u8db3 |\n| `needs_human` | `sender_check` \u304c `not_holder` \u304b `unknown`\u3001`written_end_date` \u304c `earliest_end_date` \u3088\u308a\u524d\u3001\u5951\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001`label_known` \u304c false \u306e\u65e5\u4ed8\u304c\u3042\u308b\u3001`doc_type` \u304c `withdraw` |\n| `ready` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`written_end_date` \u304c\u5951\u7d04\u4e0a\u306e\u6700\u3082\u65e9\u3044\u89e3\u7d04\u65e5\u3088\u308a\u524d\u306e\u5834\u5408\u304c\u3001\u53d7\u4ed8\u3067\u6700\u3082\u63c9\u3081\u308b\u5f62\u3067\u3059\u3002** \u4e88\u544a\u306e\u671f\u9593\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u5165\u5c45\u8005\u306b\u4f1d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u4f1d\u3048\u65b9\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002** \u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306f\u51fa\u3055\u305a\u3001`needs_human` \u306b\u3057\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 | \u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u3068\u53d6\u5f97 | FAX\u30fb\u30e1\u30fc\u30eb\u30fb\u30b9\u30ad\u30e3\u30f3\u306e\u5c4a\u51fa\u3092\u53d7\u3051\u53d6\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\u306e\u51e6\u7406\uff09 | Enterprise Document OCR\u3001Form Parser \u306e\u9806\u306b\u9001\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u3001\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d |\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5951\u7d04\u306e\u8aad\u307f\u53d6\u308a\u3068\u3001\u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057 | \u5951\u7d04\u3068\u4e88\u544a\u306e\u6761\u4ef6\u3092\u5f15\u304d\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b |\n| \u7acb\u4f1a\u3044\u306e\u4e88\u5b9a\u8868 | \u8aad\u307f\u53d6\u308a | \u5e0c\u671b\u65e5\u3068\u7a7a\u304d\u306e\u91cd\u306a\u308a\u3092\u4e0b\u66f8\u304d\u306b\u6dfb\u3048\u308b |\n\n**\u53f0\u5e33\u306b\u306f\u4e0b\u66f8\u304d\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002** \u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u3001\u9000\u53bb\u5f8c\u306e\u9023\u7d61\u5148\u3001\u53e3\u5ea7\u3092\u5165\u308c\u305f\u72b6\u614b\u306b\u3057\u3001**\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u767b\u9332\u3059\u308b\u307e\u3067\u3001\u9000\u53bb\u306e\u4e88\u5b9a\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093\u3002**\n\n**\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b\u306e\u306f\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u3001\u5951\u7d04\u4e0a\u306e\u89e3\u7d04\u65e5\u3001\u7acb\u4f1a\u3044\u306e\u5019\u88dc\u65e5\u3001\u9375\u306e\u8fd4\u5374\u3068\u516c\u5171\u6599\u91d1\u306e\u624b\u7d9a\u304d\u306e\u6848\u5185\u3067\u3059\u3002** \u6577\u91d1\u306e\u7cbe\u7b97\u984d\u3068\u539f\u72b6\u56de\u5fa9\u306e\u8ca0\u62c5\u306b\u306f\u89e6\u308c\u307e\u305b\u3093\u3002**\u3069\u3061\u3089\u3082\u7acb\u4f1a\u3044\u306e\u5f8c\u306b\u6c7a\u307e\u308b\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5dee\u51fa\u4eba\u304c\u672c\u4eba\u3067\u306a\u3044\u3082\u306e\u3001\u4e88\u544a\u306e\u671f\u9593\u304c\u8db3\u308a\u306a\u3044\u3082\u306e\u3002**\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u306e\u96fb\u8a71\u304b\u3001\u59d4\u4efb\u72b6\u306e\u4f9d\u983c\u3092\u3057\u307e\u3059**\n2. **\u65e5\u4ed8\u306e\u4e26\u3073\u3092\u78ba\u304b\u3081\u308b** \u2026 `dates` \u306e\u4e00\u89a7\u3068\u539f\u672c\u306e\u753b\u50cf\u3092\u898b\u3066\u3001**\u3069\u306e\u65e5\u4ed8\u3092\u9000\u53bb\u306e\u65e5\u3068\u8aad\u3093\u3060\u304b\u304c\u6b63\u3057\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u53e3\u5ea7\u756a\u53f7\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u308b** \u2026 OCR\u306e\u5024\u3068\u4fe1\u983c\u5ea6\u3092\u898b\u3066\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u30681\u6841\u305a\u3064\u7167\u3089\u3057\u307e\u3059\n4. **\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u53d7\u4ed8\u9023\u7d61\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u305f\u3068\u3053\u308d\u306f\u8a18\u9332\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u5168\u4ef6\u3067\u884c\u3044\u307e\u3059\u3002** \u53e3\u5ea7\u306e\u8aa4\u308a\u306f\u6577\u91d1\u306e\u8aa4\u9001\u91d1\u306b\u76f4\u7d50\u3057\u3001**\u53d6\u308a\u623b\u3059\u306e\u306b\u5165\u5c45\u8005\u3068\u30aa\u30fc\u30ca\u30fc\u306e\u4e21\u65b9\u3092\u5dfb\u304d\u8fbc\u307f\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u7701\u304d\u307e\u305b\u3093\u3002\n\n**\u305d\u308c\u4ee5\u5916\u306e\u9805\u76ee\u306f\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6d41\u3057\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u66f8\u9762\u3092\u4e00\u304b\u3089\u8aad\u307f\u76f4\u3059\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e3\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308bFAX | `needs_retake`\u3002**\u5165\u5c45\u8005\u306b\u9001\u308a\u76f4\u3057\u3092\u983c\u3080\u524d\u306b\u3001\u90f5\u9001\u306e\u539f\u672c\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b** |\n| \u624b\u7d19\u306e\u5f62\u3067\u6b04\u304c\u7121\u3044 | OCR\u306e\u5168\u6587\u304b\u3089\u53d6\u308a\u51fa\u3059\u3002`label_known` \u304c false \u306e\u65e5\u4ed8\u306f\u4eba\u3078 |\n| \u5951\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u90e8\u5c4b\u756a\u53f7\u306e\u66f8\u304d\u9055\u3044\u3001\u7269\u4ef6\u540d\u306e\u65e7\u79f0\u3002`needs_human` |\n| \u6cd5\u4eba\u306e\u793e\u54e1\u672c\u4eba\u304b\u3089\u5c4a\u304f | `not_holder`\u3002**\u6cd5\u4eba\u306e\u62c5\u5f53\u90e8\u7f72\u306b\u78ba\u304b\u3081\u308b** |\n| \u9023\u5e2f\u4fdd\u8a3c\u4eba\u304b\u3089\u5c4a\u304f | `not_holder`\u3002\u672c\u4eba\u306e\u8ffd\u8a8d\u304b\u3001\u4ee3\u7406\u4eba\u3068\u3057\u3066\u306e\u59d4\u4efb\u3092\u78ba\u304b\u3081\u308b |\n| \u89e3\u7d04\u306e\u64a4\u56de\u304c\u5c4a\u304f | `withdraw`\u3002\u524d\u306e\u5c4a\u51fa\u3068\u7d44\u306b\u3057\u3066\u4eba\u3078 |\n| \u540c\u3058\u5c4a\u51fa\u304cFAX\u3068\u30e1\u30fc\u30eb\u3067\u5c4a\u304f | \u91cd\u8907\u3068\u3057\u30661\u4ef6\u306b\u307e\u3068\u3081\u3001\u4e21\u65b9\u306e\u539f\u672c\u3092\u6b8b\u3059 |\n| \u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u304c\u4e88\u5b9a\u8868\u306e\u7a7a\u304d\u3068\u91cd\u306a\u3089\u306a\u3044 | \u4e0b\u66f8\u304d\u306b\u7a7a\u3044\u3066\u3044\u308b\u8fd1\u3044\u65e5\u30923\u3064\u6dfb\u3048\u308b\u3002**\u3069\u308c\u3092\u8fd4\u3059\u304b\u306f\u62c5\u5f53\u8005** |\n| Document AI \u3084 Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u51e6\u7406\u6e08\u307f\u306e\u5370\u3092\u4ed8\u3051\u305a\u3001\u6b21\u306e\u56de\u306b\u3084\u308a\u76f4\u3059 |\n\n**\u4ef6\u6570\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u30014\u884c\u76ee\u3067\u3059\u3002** \u793e\u5b85\u306e\u591a\u3044\u7ba1\u7406\u4f1a\u793e\u3067\u306f\u3001\u793e\u54e1\u672c\u4eba\u304b\u3089\u306e\u5c4a\u51fa\u304c\u65e5\u5e38\u7684\u306b\u5c4a\u304d\u307e\u3059\u3002**\u6cd5\u4eba\u306e\u62c5\u5f53\u90e8\u7f72\u306e\u9023\u7d61\u5148\u3092\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u306b\u6301\u305f\u305b\u3066\u304a\u304f\u3068\u3001\u78ba\u8a8d\u304c1\u672c\u306e\u96fb\u8a71\u3067\u6e08\u307f\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5c4a\u51fa\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3068\u7d4c\u8def\uff08FAX\u30fb\u30e1\u30fc\u30eb\u30fb\u90f5\u9001\uff09\n- Document AI \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\u3068\u3001Claude API \u306b\u6e21\u3057\u305f\u5168\u6587\uff08\u53e3\u5ea7\u3092\u8986\u3063\u305f\u3082\u306e\uff09\u3068\u8fd4\u3063\u305fJSON\n- \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8db3\u3057\u305f\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u89e3\u7d04\u4e88\u544a\u306e\u6761\u4ef6\u3068\u53d7\u4ed8\u306e\u898f\u5247\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee**\u3068\u3001\u76f4\u3059\u524d\u3068\u5f8c\u306e\u5024\n- \u672c\u4eba\u4ee5\u5916\u306e\u5c4a\u51fa\u306b\u3064\u3044\u3066\u3001\u78ba\u304b\u3081\u305f\u65b9\u6cd5\uff08\u96fb\u8a71\u3001\u59d4\u4efb\u72b6\uff09\u3068\u65e5\u6642\n- \u53d7\u4ed8\u9023\u7d61\u3092\u9001\u3063\u305f\u65e5\u6642\u3068\u3001\u305d\u306e\u6587\u9762\n\n**\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3068\u898f\u5247\u306e\u7248\u306f\u3001\u5f8c\u304b\u3089\u89e3\u7d04\u65e5\u3092\u3081\u3050\u3063\u3066\u5165\u5c45\u8005\u3068\u884c\u304d\u9055\u3063\u305f\u3068\u304d\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002** \u3044\u3064\u5c4a\u3044\u305f\u3082\u306e\u3092\u3001\u3069\u306e\u6761\u4ef6\u3067\u6570\u3048\u305f\u304b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u8aac\u660e\u304c\u4e00\u5ea6\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**\u76f4\u3057\u305f\u9805\u76ee\u306e\u8a18\u9332\u306f\u3001\u6307\u793a\u3092\u76f4\u3059\u6750\u6599\u306b\u3082\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u69d8\u5f0f\u306e\u5c4a\u51fa\u3067\u540c\u3058\u65e5\u4ed8\u306e\u8aad\u307f\u9055\u3044\u304c\u7d9a\u304f\u306a\u3089\u3001**\u305d\u306e\u69d8\u5f0f\u306e\u6b04\u306e\u540d\u524d\u3092\u6307\u793a\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u53d7\u3051\u4ed8\u3051\u305f\u5c4a\u51fa\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u624b\u7d19\u306e\u5f62\u306e\u3082\u306e\u3001\u6cd5\u4eba\u5951\u7d04\u306e\u793e\u54e1\u672c\u4eba\u304b\u3089\u306e\u3082\u306e\u3001\u4e88\u544a\u306e\u671f\u9593\u304c\u8db3\u308a\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u6570\u4ef6\u305a\u3064\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u304c\u3069\u306e\u65e5\u4ed8\u3092\u89e3\u7d04\u65e5\u3068\u3057\u3066\u53f0\u5e33\u306b\u5165\u308c\u305f\u304b\u3092\u78ba\u304b\u3081\u308b\n3. \u53e3\u5ea7\u756a\u53f7\u306e\u6b04\u3092\u7d19\u3067\u96a0\u3057\u3066\u304b\u3089\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u5c4a\u51fa\u304b\u3089\u3001\u7269\u4ef6\u540d\u3001\u90e8\u5c4b\u756a\u53f7\u3001\u7f72\u540d\u3057\u305f\u4eba\u3001\u5dee\u51fa\u4eba\u306e\u7acb\u5834\u3001\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u306e\u3059\u3079\u3066\uff08\u6b04\u306e\u540d\u524d\u3068\u7d44\u3067\uff09\u3001\u7acb\u4f1a\u3044\u306e\u5e0c\u671b\u65e5\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u4ed8\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u6708\u672b\u3092\u65e5\u4ed8\u306b\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8868\u3068\u3001\u5951\u7d04\u306e\u4e88\u544a\u306e\u6761\u4ef6\u3092\u624b\u3067\u7167\u3089\u3057\u3001\u5f53\u6642\u306e\u53f0\u5e33\u3068\u540c\u3058\u7d50\u8ad6\u306b\u306a\u308b\u304b\u3092\u898b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u65e5\u4ed8\u306e\u4e26\u3073\u304c\u5f53\u6642\u306e\u8aad\u307f\u65b9\u3068\u5408\u3063\u305f | **OCR\u3068\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u65e5\u4ed8\u30921\u3064\u306b\u307e\u3068\u3081\u305f\u3001\u6708\u672b\u3092\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5951\u7d04\u8005\u540d\u3068\u7f72\u540d\u304c\u540c\u3058\u3060\u304b\u3089\u672c\u4eba\u3068\u66f8\u3044\u305f | \u6307\u793a\u306b\u300c\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3092\u8db3\u3059\u3002**\u7167\u5408\u306f\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067** |\n| FAX\u306e\u6587\u5b57\u304c\u8584\u304f\u3066\u8aad\u3081\u306a\u3044\u4ef6\u6570\u304c\u591a\u3044 | **\u53d7\u4fe1\u306e\u8a2d\u5b9a\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**2\u884c\u76ee\u306f\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** \u66f8\u9762\u306e\u65e5\u4ed8\u306e\u610f\u5473\u3092\u4eba\u304c\u3069\u308c\u3060\u3051\u8aad\u307f\u89e3\u3044\u3066\u3044\u305f\u304b\u304c\u3001\u3053\u3053\u3067\u898b\u3048\u307e\u3059\u3002","minimal_setup_short":"\u5c4a\u51fa\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f \u66f8\u9762\u306e\u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3092\u547c\u3073\u3001\u5951\u7d04\u3092\u5f15\u3044\u3066\u89e3\u7d04\u65e5\u3092\u6570\u3048\u305f\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u3001\u5951\u7d04\u3068\u306e\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u5dee\u51fa\u4eba\u306e\u7167\u5408\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3001\u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u53d7\u4ed8\u306e\u5168\u4f53\u3068\u3001\u9023\u7d61\u306e\u6e96\u5099","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u6307\u793a\u306e\u66f8\u304d\u65b9\u3068\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3092\u56fa\u3081\u308b\u6bb5\u968e\u3067\u3059\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001\u6708360\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef610\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5951\u7d04\u306e\u691c\u7d22\u3068\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u53f0\u5e33\u3078\u306e\u8ee2\u8a18\u3068\u9023\u7d61\u306e\u6587\u9762\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u4e88\u544a\u306e\u6761\u4ef6\u304c\u9805\u76ee\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u5951\u7d04\u3068\u3001\u5951\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u7269\u4ef6\u540d\u306e\u66f8\u304d\u65b9\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u751f\u6210AI\u304c\u89e3\u7d04\u65e5\u3092\u6570\u3048\u308b | **\u8a08\u7b97\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3002** \u6307\u793a\u3067\u7981\u3058\u3001\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u6570\u3048\u308b |\n| \u8907\u6570\u306e\u65e5\u4ed8\u30921\u3064\u306e\u9000\u53bb\u65e5\u306b\u307e\u3068\u3081\u308b | \u6b04\u306e\u540d\u524d\u3068\u7d44\u3067\u5168\u90e8\u4e26\u3079\u3055\u305b\u308b |\n| \u300c\u6708\u672b\u300d\u3092\u672b\u65e5\u306b\u76f4\u3059 | \u65e5\u3092\u88dc\u308f\u305a\u3001\u8a00\u8449\u306e\u307e\u307e\u6b8b\u3055\u305b\u308b |\n| \u7f72\u540d\u304c\u540c\u3058\u3060\u304b\u3089\u672c\u4eba\u3068\u3059\u308b | \u63a8\u6e2c\u3092\u7981\u3058\u3001\u5951\u7d04\u306e\u30c7\u30fc\u30bf\u3067\u7167\u5408\u3059\u308b |\n| \u53e3\u5ea7\u306e1\u6841\u3092\u66f8\u304d\u63db\u3048\u308b | \u751f\u6210AI\u306b\u6e21\u3055\u306a\u3044\u3002OCR\u306e\u5024\u3092\u4eba\u304c\u539f\u672c\u3068\u7167\u3089\u3059 |\n| \u53d7\u3051\u4ed8\u3051\u305f\u65e5\u306e\u8d77\u70b9\u304c\u3076\u308c\u308b | FAX\u30fb\u30e1\u30fc\u30eb\u30fb\u90f5\u9001\u3054\u3068\u306e\u8d77\u70b9\u3092\u898f\u5247\u306b\u3057\u3001\u30ed\u30b0\u306b\u6b8b\u3059 |\n| \u4e88\u544a\u306e\u6761\u4ef6\u304c\u9805\u76ee\u306b\u7121\u3044 | \u8a08\u7b97\u3067\u304d\u306a\u3044\u3002**\u5c4a\u51fa\u304c\u6765\u305f\u5951\u7d04\u304b\u3089\u9805\u76ee\u306b\u3059\u308b** |\n| \u793e\u5b85\u306e\u793e\u54e1\u672c\u4eba\u306e\u5c4a\u51fa\u3092\u53d7\u3051\u4ed8\u3051\u308b | \u5951\u7d04\u8005\u306f\u6cd5\u4eba\u3002\u62c5\u5f53\u90e8\u7f72\u306b\u78ba\u304b\u3081\u308b |\n| \u53d7\u4ed8\u9023\u7d61\u3067\u7cbe\u7b97\u984d\u306b\u89e6\u308c\u308b | \u7acb\u4f1a\u3044\u306e\u5f8c\u306b\u6c7a\u307e\u308b\u3002\u4e0b\u66f8\u304d\u306b\u5165\u308c\u306a\u3044 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u751f\u6210AI\u304c\u66f8\u9762\u306e\u65e5\u4ed8\u3092\u300c\u5206\u304b\u308a\u3084\u3059\u304f\u300d\u76f4\u305d\u3046\u3068\u3059\u308b\u3053\u3068\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u76f4\u3057\u305f\u65e5\u4ed8\u306f\u3001\u5165\u5c45\u8005\u304c\u66f8\u3044\u305f\u65e5\u4ed8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\u4e0b\u306e3\u884c\u306e\u3046\u3061\u3001\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u3089\u6700\u521d\u306b\u52b9\u3044\u3066\u304f\u308b\u306e\u306f\u4e88\u544a\u306e\u6761\u4ef6\u3067\u3059\u3002** \u6761\u4ef6\u304c\u9805\u76ee\u306b\u7121\u3044\u5951\u7d04\u306f `needs_human` \u306b\u7a4d\u307f\u4e0a\u304c\u308a\u3001**\u7a93\u53e3\u306e\u62c5\u5f53\u8005\u304c\u305d\u308c\u3092\u6bce\u56de\u5951\u7d04\u66f8\u3067\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u6761\u4ef6\u306e\u6574\u5099\u3092\u5f8c\u56de\u3057\u306b\u3059\u308b\u3068\u3001\u524a\u6e1b\u306e\u6642\u9593\u304c\u51fa\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5165\u5c45\u8005\u306e\u6c0f\u540d\u3001\u9000\u53bb\u5f8c\u306e\u4f4f\u6240\u3068\u96fb\u8a71\u756a\u53f7\u3001\u6cd5\u4eba\u5951\u7d04\u306e\u62c5\u5f53\u8005\u3001\u305d\u3057\u3066**\u6577\u91d1\u306e\u7cbe\u7b97\u306b\u4f7f\u3046\u53e3\u5ea7\u60c5\u5831**\u3067\u3059\u3002\n\n1. **\u53e3\u5ea7\u60c5\u5831\u3092\u751f\u6210AI\u306b\u6e21\u3055\u306a\u3044** \u2026 OCR\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u4e0b\u66f8\u304d\u306b\u5165\u308c\u3001**Claude API \u306b\u6e21\u3059\u5168\u6587\u3068\u753b\u50cf\u304b\u3089\u306f\u5857\u308a\u3064\u3076\u3057\u307e\u3059**\n2. **\u51e6\u7406\u3059\u308b\u5730\u57df\u3092\u5148\u306b\u6c7a\u3081\u308b** \u2026 Document AI \u306f `us`\u3001`eu`\u3001`asia-southeast1` \u306a\u3069\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002**\u5165\u5c45\u8005\u306e\u500b\u4eba\u60c5\u5831\u3092\u3069\u3053\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u3092\u3001\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u7ba1\u7406\u59d4\u8a17\u306e\u53d6\u308a\u6c7a\u3081\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059**\n3. **\u3053\u306e\u69cb\u6210\u306f\u89e3\u7d04\u306e\u6709\u52b9\u6027\u3092\u5224\u65ad\u3057\u306a\u3044** \u2026 \u672c\u4eba\u4ee5\u5916\u304b\u3089\u306e\u5c4a\u51fa\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u307e\u3059\u3002**\u9023\u5e2f\u4fdd\u8a3c\u4eba\u304b\u3089\u306e\u7533\u3057\u5165\u308c\u306f\u6cd5\u5f8b\u4e0a\u6709\u52b9\u3068\u306f\u306a\u3089\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059**\n4. **\u53d7\u4ed8\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u89e3\u7d04\u65e5\u3092\u8aa4\u3063\u3066\u4f1d\u3048\u308b\u3068\u3001\u8cc3\u6599\u306e\u8acb\u6c42\u306e\u671f\u9593\u3092\u3081\u3050\u308b\u884c\u304d\u9055\u3044\u306b\u306a\u308a\u307e\u3059**\n5. **\u7cbe\u7b97\u3068\u539f\u72b6\u56de\u5fa9\u306b\u89e6\u308c\u306a\u3044** \u2026 \u6a19\u6e96\u5951\u7d04\u66f8\u306e\u89e3\u8aac\u3067\u306f\u3001\u539f\u72b6\u56de\u5fa9\u306e\u5185\u5bb9\u306f\u660e\u6e21\u3057\u306e\u6642\u306b\u3001\u5951\u7d04\u6642\u306e\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5354\u8b70\u3059\u308b\u3082\u306e\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u53d7\u4ed8\u306e\u6bb5\u968e\u3067\u91d1\u984d\u3084\u8ca0\u62c5\u3092\u793a\u3057\u307e\u305b\u3093**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u89e3\u7d04\u65e5\u3092\u8aa4\u3063\u3066\u53f0\u5e33\u306b\u5165\u308c\u308b\u3053\u3068\u3068\u3001\u672c\u4eba\u3067\u306a\u3044\u5c4a\u51fa\u3067\u89e3\u7d04\u3092\u9032\u3081\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** 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\u90f5\u9001\u3068\u30e1\u30fc\u30eb\u306e\u7d4c\u8def\u3092\u8db3\u3057\u3001\u53f0\u5e33\u3078\u306e\u4e0b\u66f8\u304d\u306e\u66f8\u304d\u51fa\u3057\u3092\u59cb\u3081\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u53d7\u4ed8\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef610\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**3\u6708\u306e\u7e41\u5fd9\u671f\u3092\u4e00\u5ea6\u3053\u306e\u69cb\u6210\u3067\u8d8a\u3048\u305f\u6642\u70b9\u3067\u3001\u904b\u7528\u3068\u3057\u3066\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0044","UC-0425","UC-0455","UC-0315"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":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":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| Enterprise Document OCR \u3068 Form Parser \u304c\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u306e\u30da\u30fc\u30b8\u306e\u4e0a\u9650\u304c15\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-06 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u304c `enableImageQualityScores` \u3067\u6709\u52b9\u306b\u306a\u308a\u30010\u304b\u30891\u3067\u8fd4\u308b\u3053\u3068\u30020.5\u3092\u4e0b\u56de\u308b\u30688\u7a2e\u985e\u306e\u4e0d\u5177\u5408\uff08\u307c\u3051\u30fb\u30ce\u30a4\u30ba\u30fb\u6697\u3055\u30fb\u8584\u3055\u30fb\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u30fb\u66f8\u985e\u306e\u5207\u308c\u30fb\u6587\u5b57\u306e\u5207\u308c\u30fb\u53cd\u5c04\uff09\u304c\u691c\u51fa\u3055\u308c\u308b\u3053\u3068\u3002`languageHints` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u624b\u66f8\u304d\u306e\u691c\u51fa\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068 | [Google Cloud: Enterprise Document OCR](https:\/\/docs.cloud.google.com\/document-ai\/docs\/enterprise-document-ocr) | 2026-10-06 |\n| Form Parser \u304c\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u8868\u3001\u9078\u629e\u30de\u30fc\u30af\uff08\u30c1\u30a7\u30c3\u30af\u6b04\uff09\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3002\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u3067\u8ffd\u52a0\u306e\u5b66\u7fd2\u304c\u3067\u304d\u306a\u3044\u3053\u3068 | [Google Cloud: Form Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-06 |\n| \u6b04\u304c `formFields` \u306e `fieldName` \u3068 `fieldValue` \u3067\u8fd4\u308a\u3001`confidence` \u304c\u4ed8\u304f\u3053\u3068\u3002\u30c1\u30a7\u30c3\u30af\u6b04\u304c `filled_checkbox` \uff0f `unfilled_checkbox` \u3067\u8fd4\u308b\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-06 |\n| \u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u306e\u5f62\u5f0f\u304c PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3001HEIC \u304c\u542b\u307e\u308c\u306a\u3044\u3053\u3068\u3002\u975e\u53ef\u9006\u306e\u5f62\u5f0f\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u5c0f\u3055\u304f\u3059\u308b\u3068\u7d50\u679c\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u3046\u308b\u3053\u3068 | [Google Cloud: Supported files](https:\/\/docs.cloud.google.com\/document-ai\/docs\/file-types) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u4e00\u822c\u63d0\u4f9b\u3067\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3046\u3053\u3068\u3002`enum` \u3068\u6587\u5b57\u5217\u306e `format`\uff08`date` \u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001`minimum` \u306a\u3069\u306e\u6570\u5024\u306e\u5236\u7d04\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 |\n| 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