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\u91cd\u91cf\uff08KGS\uff0fMT\uff0fLBS\uff0fTON\uff09\u3001\u5bb9\u7a4d\uff08CBM\uff0fM3\uff0fCFT\uff09\u3001\u6570\u91cf\uff08PCS\uff0fSETS\uff0fCTN\uff0fDRUM\uff0fPALLET\uff09\u3092\u57fa\u6e96\u5358\u4f4d\u306b\u63db\u7b97\u3057\u307e\u3059\u3002**\u300cTON\u300d\u304c\u30e1\u30c8\u30ea\u30c3\u30af\u30c8\u30f3\u304b\u30ed\u30f3\u30b0\u30c8\u30f3\u304b\u306f\u66f8\u985e\u306b\u660e\u8a18\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u305d\u306e\u5834\u5408\u306f\u63db\u7b97\u305b\u305a\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059**\n4. **\u65e5\u4ed8\u66f8\u5f0f\u306e\u6b63\u898f\u5316** \u2026 `05\/03\/2026` \u306f3\u67085\u65e5\u304b5\u67083\u65e5\u304b\u3001\u66f8\u985e\u3060\u3051\u3067\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3067\u63a8\u6e2c\u305b\u305a\u3001\u4ed6\u306e\u66f8\u985e\u306e\u65e5\u4ed8\u3068\u77db\u76fe\u3057\u306a\u3044\u304b\u3067\u5224\u5b9a\u3057\u3001\u5224\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059**\n5. **\u793e\u540d\u30fb\u4f4f\u6240\u306e\u6b63\u898f\u5316** \u2026 `CO., LTD.` `CO LTD` `COMPANY LIMITED`\u3001\u7565\u79f0\u3001\u65e7\u793e\u540d\u3092\u305d\u308d\u3048\u307e\u3059\n6. **\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 \u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u5546\u54c1\u540d\u3001\u539f\u7523\u5730\u8a3c\u660e\u66f8\u306e\u54c1\u540d\u3001\u8239\u8377\u8a3c\u5238\u306e\u68b1\u5305\u8a18\u8f09\u3092\u5bfe\u5fdc\u3065\u3051\u307e\u3059\u3002**\u3053\u3053\u304c\u3082\u3063\u3068\u3082\u96e3\u3057\u304f\u3001LLM\u306e\u51fa\u756a\u306b\u306a\u308a\u307e\u3059**","ai_processing":"OCR\u3068LLM\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a\u3002\u5ea7\u6a19\u4ed8\u304d\u3067\u8fd4\u308b\u305f\u3081\u3001\u5dee\u7570\u306e\u6307\u6458\u306b\u300c\u3069\u306e\u66f8\u985e\u306e\u4f55\u30da\u30fc\u30b8\u306e\u3069\u3053\u304b\u300d\u3092\u6dfb\u3048\u3089\u308c\u307e\u3059\u3002\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u9805\u76ee\u306e\u62bd\u51fa | \u30ec\u30a4\u30a2\u30a6\u30c8\u60c5\u5831\u304b\u3089\u3001\u66f8\u985e\u3054\u3068\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059 |\n| \u5358\u4f4d\u3068\u66f8\u5f0f\u306e\u89e3\u91c8 | \u300c12.48 MT\u300d\u300c12,480 KGS\u300d\u304c\u540c\u3058\u5024\u3067\u3042\u308b\u3053\u3068\u3092\u5224\u5b9a\u3059\u308b |\n| \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051 | \u66f8\u985e\u3054\u3068\u306b\u9055\u3046\u66f8\u304d\u65b9\u306e\u54c1\u540d\u304c\u3001\u540c\u3058\u54c1\u76ee\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b |\n| \u5dee\u7570\u306e\u8aac\u660e | \u898b\u3064\u304b\u3063\u305f\u5dee\u7570\u3092\u3001\u62c5\u5f53\u8005\u304c\u8aad\u3081\u308b\u65e5\u672c\u8a9e\u3067\u8aac\u660e\u3059\u308b |\n| \u5f71\u97ff\u5ea6\u306e\u4e00\u6b21\u5224\u5b9a | \u5dee\u7570\u304c\u901a\u95a2\u30fb\u4fe1\u7528\u72b6\u30fb\u652f\u6255\u306e\u3069\u308c\u306b\u5f71\u97ff\u3057\u3046\u308b\u304b\u3092\u793a\u3059 |\n| \u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u4ed5\u5165\u5148\u3078\u9001\u308b\u82f1\u6587\u306e\u8a02\u6b63\u4f9d\u983c\u30e1\u30fc\u30eb\u3092\u4f5c\u308b |\n\n**HS\u30b3\u30fc\u30c9\uff08\u95a2\u7a0e\u5206\u985e\uff09\u306e\u5224\u5b9a\u306f\u3055\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u539f\u7523\u5730\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305fHS\u30b3\u30fc\u30c9\u3068\u3001\u81ea\u793e\u304c\u7533\u544a\u306b\u4f7f\u3063\u3066\u3044\u308bHS\u30b3\u30fc\u30c9\u304c\u9055\u3046\u5834\u5408\u3001\u305d\u308c\u306f\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059\u3002**\u3057\u304b\u3057\u300c\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u300d\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093\u3002** \u95a2\u7a0e\u5206\u985e\u306f\u6cd5\u4ee4\u306e\u89e3\u91c8\u3067\u3042\u308a\u3001\u8aa4\u308c\u3070\u95a2\u7a0e\u306e\u8ffd\u5fb4\u3084\u4e8b\u5f8c\u8abf\u67fb\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u306f\u901a\u95a2\u696d\u8005\u3068\u81ea\u793e\u306e\u901a\u95a2\u58eb\u306e\u9818\u57df\u3067\u3059\u3002\n\n\u540c\u3058\u7406\u7531\u3067\u3001**\u539f\u7523\u5730\u306e\u5224\u5b9a\uff08\u7279\u6075\u95a2\u7a0e\u306e\u9069\u7528\u53ef\u5426\uff09\u3082\u3055\u305b\u307e\u305b\u3093\u3002** \u8a18\u8f09\u306e\u4e0d\u4e00\u81f4\u3092\u6307\u6458\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8cbf\u6613\u4e8b\u52d9\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n1\u3064\u306e\u8f38\u5165\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u8907\u6570\u306e\u8239\u7a4d\u66f8\u985e\u304b\u3089\u9805\u76ee\u3092\u62bd\u51fa\u3057\u3001\n\u66f8\u985e\u3069\u3046\u3057\u306e\u8a18\u8f09\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u98df\u3044\u9055\u3044\u3092\u5831\u544a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u306a\u3044\u5834\u5408\u306f null \u3068\u3057\u3001missing \u306b\u66f8\u985e\u540d\u3068\u9805\u76ee\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u306f\u3001\u66f8\u985e\u306b\u5370\u5b57\u3055\u308c\u305f\u3068\u304a\u308a\u306e\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e source_value \u306b\u6b8b\u3057\u3001\n  \u63db\u7b97\u5f8c\u306e\u5024\u3092 normalized_value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63db\u7b97\u306e\u6839\u62e0\uff081 MT = 1,000 KGS \u306a\u3069\uff09\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u304c\u300cTON\u300d\u306e\u3088\u3046\u306b\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u30c8\u30f3\u3068\u30ed\u30f3\u30b0\u30c8\u30f3\u306e\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u8868\u8a18\u306e\u5834\u5408\u306f\u3001\n  \u63db\u7b97\u305b\u305a\u3001differences \u306b\u300c\u5358\u4f4d\u306e\u7279\u5b9a\u4e0d\u53ef\u300d\u3068\u3057\u3066\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c DD\/MM \u3068 MM\/DD \u306e\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u5834\u5408\u306f\u3001\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u66f8\u985e\u306e\u65e5\u4ed8\u3068\u77db\u76fe\u3057\u306a\u3044\u8aad\u307f\u65b9\u304c1\u3064\u306b\u5b9a\u307e\u308b\u3068\u304d\u306e\u307f\u78ba\u5b9a\u3068\u3057\u3001\n  \u5b9a\u307e\u3089\u306a\u3044\u5834\u5408\u306f differences \u306b\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- HS\u30b3\u30fc\u30c9\u306e\u6b63\u8aa4\u3001\u539f\u7523\u5730\u306e\u5224\u5b9a\u3001\u95a2\u7a0e\u5206\u985e\u306e\u89e3\u91c8\u306f\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u66f8\u985e\u9593\u3067\u7570\u306a\u308b\u5834\u5408\u306b\u3001\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u3092\u6319\u3052\u308b\u3068\u304d\u306f\u3001\u5fc5\u305a\u300c\u3069\u306e\u66f8\u985e\u306e\u3001\u3069\u306e\u9805\u76ee\u304c\u3001\u3069\u3046\u9055\u3046\u304b\u300d\u3092\n  \u66f8\u985e\u540d\u3068\u9805\u76ee\u540d\u3064\u304d\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u306f\u3001\u540c\u3058\u54c1\u76ee\u3092\u6307\u3057\u3066\u3044\u308b\u3068\u5224\u65ad\u3067\u304d\u308b\u5834\u5408\u306e\u307f\u884c\u3044\u3001\n  \u5224\u65ad\u306e\u6839\u62e0\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7167\u5408\u306e\u57fa\u6e96\u66f8\u985e\u3011\n\u30a4\u30f3\u30dc\u30a4\u30b9\n\n\u3010\u5404\u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011\n{documents}\n\n\u3010\u5f53\u793e\u306e\u767a\u6ce8\u30c7\u30fc\u30bf\u3011\n{purchase_order}\n\n\u3010\u4fe1\u7528\u72b6\u306e\u6761\u4ef6\uff08\u4fe1\u7528\u72b6\u53d6\u5f15\u306e\u5834\u5408\u306e\u307f\uff09\u3011\n{lc_terms}\n\n\u3010\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u5225\u8868\u8a18\u3011\n{company_aliases}\n```\n\n**\u300c\u63db\u7b97\u306e\u6839\u62e0\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u306e1\u884c\u304c\u52b9\u304d\u307e\u3059\u3002** \u63db\u7b97\u7d50\u679c\u3060\u3051\u3092\u8fd4\u3055\u308c\u308b\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u306e\u63db\u7b97\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002\u6839\u62e0\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u76ee\u3067\u8ffd\u3048\u307e\u3059\u3002\n\n**\u300cHS\u30b3\u30fc\u30c9\u306e\u6b63\u8aa4\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u305d\u308c\u3089\u3057\u3044HS\u30b3\u30fc\u30c9\u306e\u89e3\u8aac\u304c\u8fd4\u308a\u307e\u3059\u3002\u8aad\u3093\u3060\u62c5\u5f53\u8005\u304c\u305d\u308c\u3092\u6839\u62e0\u306b\u7533\u544a\u3059\u308b\u3068\u3001\u95a2\u7a0e\u306e\u8aa4\u308a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002","output_data":"```json\n{\n  \"case_id\": \"\",\n  \"documents_received\": [\"invoice\", \"packing_list\", \"bill_of_lading\"],\n  \"documents_missing\": [\"certificate_of_origin\"],\n  \"extracted\": {\n    \"invoice\": { \"invoice_no\": \"\", \"shipper\": \"\", \"consignee\": \"\", \"incoterms\": \"\", \"currency\": \"\", \"total_amount\": 0, \"items\": [] },\n    \"packing_list\": { \"net_weight\": { \"source_value\": \"\", \"normalized_value\": 0, \"unit\": \"KGS\", \"basis\": \"\" } }\n  },\n  \"differences\": [\n    {\n      \"item\": \"\",\n      \"documents\": [\n        { \"document\": \"\", \"page\": 0, \"source_value\": \"\" }\n      ],\n      \"type\": \"value | unit | format | missing | unmatched_item\",\n      \"impact\": \"customs | letter_of_credit | payment | none | unknown\",\n      \"explanation\": \"\",\n      \"severity\": \"high | medium | low\"\n    }\n  ],\n  \"po_match\": \"matched | mismatched | not_found\",\n  \"lc_check\": [\n    { \"condition\": \"\", \"result\": \"satisfied | not_satisfied | cannot_determine\", \"note\": \"\" }\n  ],\n  \"needs_review\": []\n}\n```\n\n`source_value`\uff08\u66f8\u985e\u306b\u5370\u5b57\u3055\u308c\u305f\u307e\u307e\u306e\u5024\uff09\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002**\u3053\u308c\u304c\u306a\u3044\u3068\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u3089\u308c\u307e\u305b\u3093\u3002** \u63db\u7b97\u5f8c\u306e\u5024\u3060\u3051\u3067\u306f\u3001\u63db\u7b97\u305d\u306e\u3082\u306e\u304c\u7591\u308f\u3057\u3044\u3068\u304d\u306b\u8ffd\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n`impact` \u306b `unknown` \u3092\u7528\u610f\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u5f71\u97ff\u5ea6\u3092\u7121\u7406\u306b\u65ad\u5b9a\u3055\u305b\u306a\u3044\u305f\u3081**\u3067\u3059\u3002\u5224\u65ad\u3067\u304d\u306a\u3044\u3082\u306e\u3092 `none` \u306b\u3055\u308c\u308b\u3068\u898b\u843d\u3068\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u6848\u4ef6\u756a\u53f7\u3067\u7d10\u4ed8\u3051\u3001\u767a\u6ce8\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3002\u7167\u5408\u7d50\u679c\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u66f8\u304d\u623b\u3059 |\n| SharePoint | \u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u66f8\u985e\u3092\u4fdd\u5b58\u3057\u3001\u5dee\u7570\u4e00\u89a7\u3092\u6dfb\u3048\u308b |\n| Outlook | \u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u304b\u3089\u9001\u308b |\n| \u901a\u95a2\u696d\u8005 | \u7167\u5408\u6e08\u307f\u306e\u66f8\u985e\u4e00\u5f0f\u3092\u9001\u4ed8\u3059\u308b\uff08**\u81ea\u52d5\u9001\u4fe1\u3057\u306a\u3044**\uff09 |\n\n**\u901a\u95a2\u696d\u8005\u3078\u306e\u9001\u4ed8\u306f\u81ea\u52d5\u5316\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u3066\u3082\u3001\u9001\u308b\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u3059\u3002\u66f8\u985e\u304c\u4e0d\u8db3\u3057\u305f\u307e\u307e\u9001\u308b\u3068\u3001\u901a\u95a2\u696d\u8005\u5074\u3067\u624b\u623b\u308a\u304c\u767a\u751f\u3057\u307e\u3059\u3002\n\n**\u8a02\u6b63\u4f9d\u983c\u306e\u30e1\u30fc\u30eb\u3082\u3001\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u307e\u3059\u3002** \u4ed5\u5165\u5148\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u9023\u7d61\u3067\u3042\u308a\u3001\u6587\u9762\u306e\u8abf\u6574\u304c\u8981\u308a\u307e\u3059\u3002\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u304c\u3042\u308b\u3060\u3051\u3067\u30017\u5206\u306e\u9023\u7d61\u4f5c\u696d\u304c\u304b\u306a\u308a\u8efd\u304f\u306a\u308a\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u898b\u308b\u5834\u6240\u3092\u7d5e\u308a\u307e\u3059\u3002\n\n| \u72b6\u614b | \u78ba\u8a8d\u306e\u91cd\u3055 |\n|:--|:--|\n| \u5dee\u7570\u306a\u3057\u3001\u66f8\u985e\u304c\u305d\u308d\u3063\u3066\u3044\u308b | \u4e00\u89a7\u30921\u753b\u9762\u3067\u898b\u3066\u627f\u8a8d\u3059\u308b |\n| `severity: low` \u306e\u5dee\u7570\u306e\u307f\uff08\u8868\u8a18\u3086\u308c\u306a\u3069\uff09 | \u5dee\u7570\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u308b |\n| `severity: high` \u307e\u305f\u306f `impact: letter_of_credit` | \u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\u3002**\u4fe1\u7528\u72b6\u53d6\u5f15\u306f\u5fc5\u305a\u539f\u672c\u3092\u898b\u308b** |\n| `impact: unknown` | \u5185\u5bb9\u3092\u8aad\u3093\u3067\u3001\u5f71\u97ff\u5ea6\u3092\u4eba\u304c\u5224\u5b9a\u3059\u308b |\n| \u54c1\u540d\u304c\u5bfe\u5fdc\u3065\u3051\u3089\u308c\u306a\u304b\u3063\u305f | \u539f\u672c\u3092\u898b\u3066\u3001\u540c\u3058\u54c1\u76ee\u304b\u3092\u5224\u65ad\u3059\u308b |\n\n**\u4fe1\u7528\u72b6\u53d6\u5f15\u3067\u306f\u3001AI\u306e\u7167\u5408\u7d50\u679c\u3092\u6700\u7d42\u5224\u65ad\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4fe1\u7528\u72b6\u306e\u6761\u4ef6\u306f\u6587\u8a00\u306e\u7d30\u90e8\u307e\u3067\u610f\u5473\u3092\u6301\u3061\u3001\u66f8\u985e\u306e\u4e0d\u4e00\u81f4\uff08\u30c7\u30a3\u30b9\u30af\u30ec\uff09\u304c\u3042\u308b\u3068\u8cb7\u53d6\u3092\u62d2\u307e\u308c\u307e\u3059\u3002**AI\u306e\u7d50\u679c\u306f\u300c\u898b\u843d\u3068\u3057\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u4e0b\u6577\u304d\u300d\u3068\u3057\u3066\u4f7f\u3044\u3001\u6761\u4ef6\u3068\u306e\u7167\u5408\u305d\u306e\u3082\u306e\u306f\u62c5\u5f53\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002**\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u5dee\u7570\u306e\u4e00\u89a7\u306b\u3001**\u8a72\u5f53\u7b87\u6240\u3092\u539f\u672cPDF\u4e0a\u3067\u30cf\u30a4\u30e9\u30a4\u30c8\u3057\u305f\u30ea\u30f3\u30af**\u3092\u4ed8\u3051\u308b\n- \u66f8\u985e\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3001\u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u3060\u3051\u3092\u8272\u5206\u3051\u3059\u308b\n- \u904e\u53bb\u306b\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u5224\u65ad\u3057\u305f\u7a2e\u985e\u306e\u5dee\u7570\u306b\u306f\u3001\u305d\u306e\u5c65\u6b74\u3092\u8868\u793a\u3059\u308b","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u66f8\u985e\u304c\u5225\u3005\u306b\u5c4a\u304d\u3001\u305d\u308d\u308f\u306a\u3044 | \u305d\u308d\u3063\u305f\u5206\u3060\u3051\u3067\u7167\u5408\u3057\u3001\u4e0d\u8db3\u3092 `documents_missing` \u306b\u51fa\u3059\u3002**\u305d\u308d\u3046\u307e\u3067\u5f85\u305f\u306a\u3044** |\n| \u6848\u4ef6\u306b\u7d10\u4ed8\u304b\u306a\u3044\u66f8\u985e\u304c\u5c4a\u304f | \u300c\u672a\u7d10\u4ed8\u3051\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3059\u3002\u63a8\u6e2c\u3067\u7d10\u4ed8\u3051\u306a\u3044 |\n| \u5358\u4f4d\u304c\u300cTON\u300d\u3067\u533a\u5225\u304c\u3064\u304b\u306a\u3044 | \u63db\u7b97\u305b\u305a\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u65e5\u4ed8\u304c DD\/MM \u304b MM\/DD \u304b\u6c7a\u307e\u3089\u306a\u3044 | \u4ed6\u306e\u66f8\u985e\u3068\u77db\u76fe\u3057\u306a\u3044\u8aad\u307f\u65b9\u304c1\u3064\u306b\u5b9a\u307e\u308b\u3068\u304d\u306e\u307f\u78ba\u5b9a\u3059\u308b\u3002\u5b9a\u307e\u3089\u306a\u3051\u308c\u3070\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u304c\u3067\u304d\u306a\u3044 | `unmatched_item` \u3068\u3057\u3066\u4eba\u3078\u56de\u3059\u3002**\u7121\u7406\u306b\u5bfe\u5fdc\u3065\u3051\u306a\u3044** |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u753b\u8cea\u304c\u60aa\u3044 | \u89e3\u50cf\u5ea6\u3092\u5224\u5b9a\u3057\u3001\u4f4e\u3044\u3082\u306e\u306f\u5148\u306b\u4eba\u3078\u56de\u3059 |\n| \u8a02\u6b63\u7248\u306e\u66f8\u985e\u304c\u5c4a\u304f\uff08REVISED INVOICE\uff09 | \u7248\u6570\u3092\u5224\u5b9a\u3057\u3001**\u65e7\u7248\u3092\u81ea\u52d5\u3067\u4e0a\u66f8\u304d\u3057\u306a\u3044\u3002** \u4e21\u65b9\u3092\u6b8b\u3057\u3001\u62c5\u5f53\u8005\u306b\u9078\u3070\u305b\u308b |\n| \u5206\u5272\u8239\u7a4d\u3067\u66f8\u985e\u304c\u8907\u6570\u7d44\u306b\u306a\u308b | \u8239\u8377\u8a3c\u5238\u756a\u53f7\u3054\u3068\u306b\u7d44\u3068\u3057\u3066\u6271\u3046\u3002\u5408\u8a08\u5024\u306f\u7d44\u3092\u307e\u305f\u3044\u3067\u96c6\u8a08\u3059\u308b |\n| \u4fe1\u7528\u72b6\u306e\u6761\u4ef6\u304c\u62bd\u51fa\u3067\u304d\u306a\u3044 | `cannot_determine` \u3092\u8fd4\u3059\u3002**\u300c\u6761\u4ef6\u3092\u6e80\u305f\u3059\u300d\u3068\u8fd4\u3055\u306a\u3044** |\n| \u66f8\u985e\u306e\u672a\u7740\u304c\u7d9a\u3044\u3066\u3044\u308b | \u5b9a\u671f\u5b9f\u884c\u3067\u7763\u4fc3\u30ea\u30b9\u30c8\u3092\u51fa\u3059\u3002\u8239\u7a4d\u65e5\u304b\u3089\u306e\u7d4c\u904e\u65e5\u6570\u3067\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u308b |\n| \u30e1\u30fc\u30eb\u672c\u6587\u306b\u8a02\u6b63\u306e\u9023\u7d61\u3060\u3051\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\uff08\u6dfb\u4ed8\u306a\u3057\uff09 | \u672c\u6587\u3082\u51e6\u7406\u5bfe\u8c61\u306b\u542b\u3081\u3001\u300c\u66f8\u985e\u306e\u5dee\u3057\u66ff\u3048\u4e88\u5b9a\u300d\u3068\u3057\u3066\u6848\u4ef6\u306b\u8a18\u9332\u3059\u308b |","log_storage":"**\u8cbf\u6613\u66f8\u985e\u306f\u3001\u95a2\u7a0e\u6cd5\u306b\u57fa\u3065\u304f\u4fdd\u5b58\u7fa9\u52d9\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u3067\u3082\u3001\u6b21\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n- \u53d7\u9818\u3057\u305f\u66f8\u985e\u306e\u539f\u672c\uff08\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u65e5\u6642\u3068\u9001\u4fe1\u5143\u3092\u542b\u3080\uff09\n- \u62bd\u51fa\u7d50\u679c\uff08`source_value` \u3092\u542b\u3080\u751f\u306e\u72b6\u614b\uff09\n- \u5dee\u7570\u306e\u4e00\u89a7\u3068\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\uff08\u8a02\u6b63\u4f9d\u983c\u3057\u305f\uff0f\u554f\u984c\u306a\u3057\u3068\u3057\u305f\uff09\n- \u8a02\u6b63\u7248\u306e\u66f8\u985e\u3068\u3001\u65e7\u7248\n- \u901a\u95a2\u696d\u8005\u3078\u306e\u9001\u4ed8\u8a18\u9332\n- **\u62c5\u5f53\u8005\u304c\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u5224\u65ad\u3057\u305f\u5dee\u7570\u306e\u5185\u5bb9\u3068\u7406\u7531**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8cc7\u7523\u306b\u306a\u308a\u307e\u3059\u3002**\u300c\u3053\u306e\u4ed5\u5165\u5148\u306e\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306f\u7dcf\u91cd\u91cf\u306b\u30d1\u30ec\u30c3\u30c8\u91cd\u91cf\u3092\u542b\u3080\u305f\u3081\u3001\u8239\u8377\u8a3c\u5238\u306850\u30ad\u30ed\u305a\u308c\u308b\u306e\u304c\u5e38\u614b\u300d\u3068\u3044\u3063\u305f\u5224\u65ad\u304c\u84c4\u7a4d\u3059\u308c\u3070\u3001\u305d\u308c\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u63d0\u306b\u52a0\u3048\u3089\u308c\u307e\u3059\u3002** \u7d4c\u9a13\u306e\u5dee\u304c\u7e2e\u307e\u308b\u306e\u306f\u3001\u3053\u306e\u84c4\u7a4d\u306b\u3088\u3063\u3066\u3067\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":25,"after_minutes_per_case":8,"hourly_cost":3500,"before_hours_month":100,"after_hours_month":32,"saved_hours_month":68,"reduction_rate":68,"saved_hours_year":816,"annual_cost_effect":2856000,"summary":"1\u4ef6\u306e\u8f38\u5165\u6848\u4ef6\u306b\u5c4a\u304f5\u301c6\u7a2e\u985e\u306e\u8239\u7a4d\u66f8\u985e\u3092\u5165\u529b\u306b\u3001\u54c1\u540d\u30fb\u6570\u91cf\u30fb\u91cd\u91cf\u30fb\u91d1\u984d\u30fb\u8239\u7a4d\u6e2f\u30fb\u8239\u7a4d\u65e5\u306a\u3069\u306e\u8a18\u8f09\u3092\u66f8\u985e\u3069\u3046\u3057\u3067\u7a81\u304d\u5408\u308f\u305b\u3001\u98df\u3044\u9055\u3044\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u66f8\u985e\u3092\u4e26\u3079\u3066\u76ee\u3067\u7167\u5408\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u6307\u6458\u3055\u308c\u305f\u5dee\u7570\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u4ed5\u5165\u5148\u304b\u3089\u8239\u7a4d\u66f8\u985e\u304c\u30e1\u30fc\u30eb\u306ePDF\u6dfb\u4ed8\u3067\u5c4a\u304f\n2. \u62c5\u5f53\u8005\u304c\u6848\u4ef6\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n3. \u66f8\u985e\u304c\u305d\u308d\u3063\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\uff08\u305d\u308d\u308f\u306a\u3044\u307e\u307e\u7763\u4fc3\u3059\u308b\u3053\u3068\u3082\u591a\u3044\uff09\n4. \u30a4\u30f3\u30dc\u30a4\u30b9\u3092\u57fa\u6e96\u306b\u3001\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u30fb\u8239\u8377\u8a3c\u5238\u30fb\u539f\u7523\u5730\u8a3c\u660e\u66f8\u3092\u4e26\u3079\u3066\u958b\u304f\n5. \u54c1\u540d\u3001\u6570\u91cf\u3001\u500b\u6570\u3001\u6b63\u5473\u91cd\u91cf\u3001\u7dcf\u91cd\u91cf\u3001\u91d1\u984d\u3001\u901a\u8ca8\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u30921\u9805\u76ee\u305a\u3064\u76ee\u3067\u7167\u5408\u3059\u308b\n6. 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\u5fc5\u8981\u306a\u3089\u4ed5\u5165\u5148\u306b\u9023\u7d61\u3059\u308b\n12. **\u3010\u4eba\u3011** \u901a\u95a2\u696d\u8005\u3078\u66f8\u985e\u4e00\u5f0f\u3092\u9001\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u958b\u304f\u300d\u300c\u8aad\u3080\u300d\u300c\u63db\u7b97\u3059\u308b\u300d\u300c\u7a81\u304d\u5408\u308f\u305b\u308b\u300d\u306e4\u3064\u3067\u3059\u3002**\u6b8b\u308b\u306e\u306f\u300c\u3053\u306e\u5dee\u7570\u304c\u554f\u984c\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u300d\u3067\u3001\u3053\u3053\u306f\u62c5\u5f53\u8005\u306e\u4ed5\u4e8b\u3067\u3059\u3002**","after_flow_steps":["\u4ed5\u5165\u5148\u304b\u3089\u8239\u7a4d\u66f8\u985e\u304c\u30e1\u30fc\u30eb\u306ePDF\u6dfb\u4ed8\u3067\u5c4a\u304f","**\u3010\u81ea\u52d5\u3011** 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\u901a\u95a2\u696d\u8005\u3078\u66f8\u985e\u4e00\u5f0f\u3092\u9001\u308b"],"architecture":"```\n\u4ed5\u5165\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\uff08PDF\u6dfb\u4ed8\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5c02\u7528\u30a2\u30c9\u30ec\u30b9\u306b\u30e1\u30fc\u30eb\u304c\u5c4a\u3044\u305f\u3068\u304d\nn8n\n   \u2502\n   \u251c\u2500\u2500\u25b6 Azure AI Document Intelligence\n   \u2502       \u251c\u2500 \u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb \u2026 \u66f8\u985e\u7a2e\u5225\u306e\u5224\u5b9a\n   \u2502       \u2514\u2500 prebuilt-layout \u2026 \u8868\u30fb\u898b\u51fa\u3057\u3092\u542b\u3080\u69cb\u9020\u306e\u8aad\u307f\u53d6\u308a\n   \u2502\n   \u251c\u2500\u2500\u25b6 LLM API \u2500\u2500 \u9805\u76ee\u306e\u62bd\u51fa \uff0b \u5358\u4f4d\u30fb\u66f8\u5f0f\u306e\u6b63\u898f\u5316\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u7a81\u5408\u30a8\u30f3\u30b8\u30f3\uff08\u66f8\u985e\u3069\u3046\u3057\uff0f\u767a\u6ce8\u30c7\u30fc\u30bf\uff0f\u4fe1\u7528\u72b6\u6761\u4ef6\uff09\n   \u2502\n   \u25bc\n\u5dee\u7570\u4e00\u89a7\uff08\u6848\u4ef6\u3054\u3068\uff09\u2500\u2500\u3010\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3011\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u8a02\u6b63\u4f9d\u983c\u306e\u30e1\u30fc\u30eb\u4e0b\u66f8\u304d\uff08\u4ed5\u5165\u5148\u5411\u3051\uff09\n   \u2514\u2500\u2500\u25b6 \u66f8\u985e\u4e00\u5f0f\u3092\u901a\u95a2\u696d\u8005\u3078\u9001\u4ed8\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u65e5 \u671d8\u6642\uff08\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\uff09\nn8n \u2500\u2500 \u66f8\u985e\u304c\u672a\u7740\u306e\u6848\u4ef6\u3092\u6d17\u3044\u51fa\u3057\u3066\u7763\u4fc3\u30ea\u30b9\u30c8\u3092\u51fa\u3059\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | n8n | Make\u3001Power Automate\u3001\u500b\u5225\u958b\u767a |\n| OCR | Azure AI Document Intelligence\uff08prebuilt-layout\uff0b\u30ab\u30b9\u30bf\u30e0\u5206\u985e\uff09 | Google Document AI\u3001AWS Textract |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | SharePoint | Box\u3001Google Drive |\n| \u57fa\u5e79\u30b7\u30b9\u30c6\u30e0 | \u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306eERP |\n\n**\u901a\u95a2\u696d\u8005\u304c\u7167\u5408\u307e\u3067\u8acb\u3051\u8ca0\u3063\u3066\u3044\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u306e\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u306e\u69cb\u6210\u306f\u300c\u901a\u95a2\u696d\u8005\u3078\u6e21\u3059\u524d\u306b\u3001\u793e\u5185\u3067\u4e00\u6b21\u7167\u5408\u3059\u308b\u300d\u904b\u7528\u3092\u5bfe\u8c61\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u8f38\u51fa\u901a\u95a2\u3092\u901a\u95a2\u696d\u8005\u306b\u4f9d\u983c\u3059\u308b\u969b\u306b\u306f\u3001\u4ed5\u5165\u66f8\uff08\u30a4\u30f3\u30dc\u30a4\u30b9\uff09\u3001\u5305\u88c5\u660e\u7d30\u66f8\uff08\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\uff09\u3001\u8239\u7a4d\u4f9d\u983c\u66f8\u3001\u521d\u56de\u53d6\u5f15\u6642\u306e\u59d4\u4efb\u72b6\u3092\u63d0\u51fa\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3001**\u305d\u306e\u524d\u6bb5\u3067\u306e\u81ea\u793e\u78ba\u8a8d\u3092\u8efd\u304f\u3059\u308b\u306e\u304c\u3053\u306e\u69cb\u6210\u306e\u76ee\u7684\u3067\u3059\u3002**\n\n**n8n \u3092\u9078\u3093\u3060\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u5225\u3054\u3068\u306b\u5206\u5c90\u3059\u308b\u51e6\u7406\u304c\u591a\u304f\u3001\u30b3\u30fc\u30c9\u3067\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u7b87\u6240\u304c\u6b8b\u308b\u305f\u3081\u3067\u3059\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e2d\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u3001Make \u3067\u3082 Power Automate \u3067\u3082\u6210\u7acb\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n\u30c8\u30ea\u30ac\u30fc\u306f2\u3064\u3067\u3059\u3002\n\n**1\u3064\u76ee\u306f\u3001\u5c02\u7528\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3078\u306e\u7740\u4fe1**\u3067\u3059\u3002n8n \u306e Gmail \u30c8\u30ea\u30ac\u30fc\u306f\u3001\u8a2d\u5b9a\u3057\u305f\u30dd\u30fc\u30ea\u30f3\u30b0\u9593\u9694\u3067\u65b0\u7740\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u691c\u77e5\u3057\u3066\u51e6\u7406\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u4ed5\u5165\u5148\u306b\u306f `shipping-docs@` \u306e\u3088\u3046\u306a\u5c02\u7528\u30a2\u30c9\u30ec\u30b9\u3078\u9001\u3063\u3066\u3082\u3089\u3044\u307e\u3059\u3002Gmail \u4ee5\u5916\u3092\u4f7f\u3046\u5834\u5408\u3084\u3001\u7d30\u304b\u3044\u6761\u4ef6\u3067\u7d5e\u308a\u8fbc\u307f\u305f\u3044\u5834\u5408\u306f\u3001HTTP Request \u30ce\u30fc\u30c9\u304b\u3089\u5404\u30b5\u30fc\u30d3\u30b9\u306eAPI\u3092\u76f4\u63a5\u547c\u3076\u5f62\u306b\u3067\u304d\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u6bce\u65e5\u671d\u306e\u5b9a\u671f\u5b9f\u884c**\u3067\u3059\u3002n8n \u306e Schedule Trigger \u306f\u3001\u79d2\u30fb\u5206\u30fb\u6642\u30fb\u65e5\u30fb\u9031\u30fb\u6708\u30fbcron\u5f0f\u306e7\u7a2e\u985e\u306e\u9593\u9694\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002**\u66f8\u985e\u306e\u672a\u7740\u30c1\u30a7\u30c3\u30af\u306f\u3001\u3053\u306e\u5b9a\u671f\u5b9f\u884c\u3067\u884c\u3044\u307e\u3059\u3002** \u5f85\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u6c17\u3065\u3051\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n\u306a\u304a\u3001**\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306e n8n \u3067\u306f\u65e2\u5b9a\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c America\/New_York \u3067\u3059\u3002** \u74b0\u5883\u5909\u6570\u3067\u5909\u66f4\u3059\u308b\u304b\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5074\u3067\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u3092\u5fd8\u308c\u308b\u3068\u3001\u671d8\u6642\u306e\u3064\u3082\u308a\u304c\u65e5\u672c\u6642\u9593\u306e\u591c\u306b\u52d5\u304d\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30a4\u30f3\u30dc\u30a4\u30b9 | \u8377\u9001\u4eba\u3001\u8377\u53d7\u4eba\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u54c1\u540d\u3001\u6570\u91cf\u3001\u5358\u4fa1\u3001\u91d1\u984d\u3001\u901a\u8ca8\u3001\u30a4\u30f3\u30b3\u30bf\u30fc\u30e0\u30ba\u3001\u652f\u6255\u6761\u4ef6 | \u30e1\u30fc\u30eb\u6dfb\u4ed8 |\n| \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8 | \u54c1\u540d\u3001\u68b1\u5305\u5f62\u614b\u3001\u500b\u6570\u3001\u6b63\u5473\u91cd\u91cf\u3001\u7dcf\u91cd\u91cf\u3001\u5bb9\u7a4d\u3001\u8377\u5370 | \u30e1\u30fc\u30eb\u6dfb\u4ed8 |\n| \u8239\u8377\u8a3c\u5238\uff0f\u822a\u7a7a\u904b\u9001\u72b6 | \u8377\u9001\u4eba\u3001\u8377\u53d7\u4eba\u3001\u901a\u77e5\u5148\u3001\u8239\u540d\u30fb\u4fbf\u540d\u3001\u8239\u7a4d\u6e2f\u3001\u4ed5\u5411\u6e2f\u3001\u8239\u7a4d\u65e5\u3001\u500b\u6570\u3001\u7dcf\u91cd\u91cf\u3001\u5bb9\u7a4d\u3001\u904b\u8cc3\u6761\u4ef6 | \u30e1\u30fc\u30eb\u6dfb\u4ed8 |\n| \u539f\u7523\u5730\u8a3c\u660e\u66f8 | \u8f38\u51fa\u8005\u3001\u8f38\u5165\u8005\u3001\u54c1\u540d\u3001HS\u30b3\u30fc\u30c9\u3001\u539f\u7523\u56fd\u3001\u6570\u91cf\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8 | \u30e1\u30fc\u30eb\u6dfb\u4ed8 |\n| \u4fdd\u967a\u8a3c\u5238 | \u88ab\u4fdd\u967a\u8005\u3001\u4fdd\u967a\u91d1\u984d\u3001\u62c5\u4fdd\u6761\u4ef6\u3001\u8239\u540d\u3001\u8239\u7a4d\u65e5 | \u30e1\u30fc\u30eb\u6dfb\u4ed8 |\n| \u5f53\u793e\u306e\u767a\u6ce8\u30c7\u30fc\u30bf | \u6ce8\u6587\u756a\u53f7\u3001\u54c1\u540d\u3001\u6570\u91cf\u3001\u5358\u4fa1\u3001\u901a\u8ca8\u3001\u7d0d\u671f | \u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u4fe1\u7528\u72b6\u306e\u6761\u4ef6 | required documents\u3001\u91d1\u984d\u3001\u6709\u52b9\u671f\u9650\u3001\u8239\u7a4d\u671f\u9650\u3001\u66f8\u985e\u5448\u793a\u671f\u9593\u3001\u5206\u5272\u8239\u7a4d\u306e\u53ef\u5426 | \u9280\u884c\u304b\u3089\u53d7\u9818\u3057\u305f\u4fe1\u7528\u72b6\u306e\u30b3\u30d4\u30fc |\n| \u53d6\u5f15\u5148\u30de\u30b9\u30bf | \u6b63\u5f0f\u793e\u540d\u3001\u4f4f\u6240\u3001\u5225\u8868\u8a18 | \u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u7167\u5408\u306e\u57fa\u6e96\u306f\u30a4\u30f3\u30dc\u30a4\u30b9\u306b\u3057\u307e\u3059\u3002** \u30a4\u30f3\u30dc\u30a4\u30b9\u306f\u53d6\u5f15\u306e\u5185\u5bb9\u305d\u306e\u3082\u306e\u3092\u8868\u3059\u66f8\u985e\u3067\u3001\u4ed6\u306e\u66f8\u985e\u306f\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u5185\u5bb9\u3092\u524d\u63d0\u306b\u4f5c\u3089\u308c\u307e\u3059\u3002**\u57fa\u6e96\u3092\u6c7a\u3081\u305a\u306b\u5168\u66f8\u985e\u3092\u7dcf\u5f53\u305f\u308a\u3067\u6bd4\u3079\u308b\u3068\u3001\u5dee\u7570\u306e\u6570\u3060\u3051\u304c\u5897\u3048\u3066\u8aad\u3081\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u66f8\u985e\u306e\u7a2e\u5225\u5224\u5b9a\uff1a** Document Intelligence \u306e\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u307e\u3059\u3002\u5206\u985e\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u306f**\u30af\u30e9\u30b9\u3054\u3068\u306b\u6700\u4f4e5\u4ef6\u3001\u30af\u30e9\u30b9\u306f2\u3064\u4ee5\u4e0a**\u304c\u5fc5\u8981\u3067\u3059\u3002\u300c\u30a4\u30f3\u30dc\u30a4\u30b9\u300d\u300c\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u300d\u300c\u8239\u8377\u8a3c\u5238\u300d\u300c\u822a\u7a7a\u904b\u9001\u72b6\u300d\u300c\u539f\u7523\u5730\u8a3c\u660e\u66f8\u300d\u300c\u4fdd\u967a\u8a3c\u5238\u300d\u300c\u305d\u306e\u4ed6\u300d\u306e7\u30af\u30e9\u30b9\u3067\u7d44\u307f\u307e\u3059\u3002\n\n\u66f8\u985e\u306e\u7a2e\u5225\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u30d5\u30a1\u30a4\u30eb\u540d\uff08`INV_xxx.pdf`\u3001`PL_xxx.pdf`\uff09\u304b\u3089\u3082\u5224\u5b9a\u3067\u304d\u307e\u3059\u3002**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u898f\u5247\u304c\u4ed5\u5165\u5148\u3054\u3068\u306b\u5b89\u5b9a\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u308c\u3092\u4f7f\u3044\u3001\u5224\u5b9a\u3067\u304d\u306a\u3044\u3082\u306e\u3060\u3051\u5206\u985e\u30e2\u30c7\u30eb\u306b\u56de\u3059\u307b\u3046\u304c\u5b89\u304f\u6e08\u307f\u307e\u3059\u3002**\n\n**\u9805\u76ee\u306e\u62bd\u51fa\uff1a** prebuilt-layout \u3067\u8868\u69cb\u9020\u3068\u898b\u51fa\u3057\u3092\u53d6\u308a\u51fa\u3057\u3001\u305d\u306e\u7d50\u679c\u3092LLM\u306b\u6e21\u3057\u3066\u9805\u76ee\u3092\u62bd\u51fa\u3055\u305b\u307e\u3059\u3002\u8239\u7a4d\u66f8\u985e\u306f**\u8868\u3068\u81ea\u7531\u8a18\u8ff0\u304c\u6df7\u5728\u3057\u3001\u7f6b\u7dda\u306e\u306a\u3044\u69d8\u5f0f\u3082\u591a\u3044**\u305f\u3081\u3001\u6c4e\u7528\u306e\u9805\u76ee\u62bd\u51fa\u30e2\u30c7\u30eb\u3088\u308a\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u60c5\u5831\u3092\u6301\u305f\u305b\u3066LLM\u306b\u89e3\u91c8\u3055\u305b\u308b\u307b\u3046\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002\n\n**\u4fe1\u7528\u72b6\u306e\u6761\u4ef6\uff1a** \u9280\u884c\u304b\u3089\u53d7\u9818\u3057\u305f\u4fe1\u7528\u72b6\u306e\u30b3\u30d4\u30fc\u304b\u3089\u3001\u5fc5\u8981\u66f8\u985e\u30fb\u91d1\u984d\u30fb\u671f\u9650\u306a\u3069\u3092\u62bd\u51fa\u3057\u3066\u69cb\u9020\u5316\u3057\u307e\u3059\u3002**\u3053\u308c\u306f\u6848\u4ef6\u3054\u3068\u306b1\u56de\u3060\u3051\u884c\u3048\u3070\u3088\u304f\u3001\u4ee5\u5f8c\u306e\u7167\u5408\u3067\u7e70\u308a\u8fd4\u3057\u4f7f\u3044\u307e\u3059\u3002**\n\n**\u53d6\u5f15\u5148\u30de\u30b9\u30bf\uff1a** \u793e\u540d\u306e\u5225\u8868\u8a18\uff08`ABC TRADING CO., LTD.` \u3068 `ABC TRADING CO LTD`\uff09\u3092\u305d\u308d\u3048\u308b\u305f\u3081\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u66f8\u985e\u306e\u5206\u5272** \u2026 1\u3064\u306ePDF\u306b\u8907\u6570\u306e\u66f8\u985e\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u985e\u30e2\u30c7\u30eb\u306e\u5224\u5b9a\u304c\u30da\u30fc\u30b8\u9593\u3067\u5909\u308f\u308b\u7b87\u6240\u3067\u5206\u5272\u3057\u307e\u3059\n2. **\u6848\u4ef6\u3078\u306e\u7d10\u4ed8\u3051** \u2026 \u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u3001\u6ce8\u6587\u756a\u53f7\u3001\u8239\u8377\u8a3c\u5238\u756a\u53f7\u306e\u3044\u305a\u308c\u304b\u3067\u65e2\u5b58\u6848\u4ef6\u306b\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002\u3069\u308c\u3082\u5f53\u305f\u3089\u306a\u3044\u5834\u5408\u306f\u300c\u672a\u7d10\u4ed8\u3051\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002**\u63a8\u6e2c\u3067\u7d50\u3073\u4ed8\u3051\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n3. **\u5358\u4f4d\u306e\u6b63\u898f\u5316** \u2026 \u91cd\u91cf\uff08KGS\uff0fMT\uff0fLBS\uff0fTON\uff09\u3001\u5bb9\u7a4d\uff08CBM\uff0fM3\uff0fCFT\uff09\u3001\u6570\u91cf\uff08PCS\uff0fSETS\uff0fCTN\uff0fDRUM\uff0fPALLET\uff09\u3092\u57fa\u6e96\u5358\u4f4d\u306b\u63db\u7b97\u3057\u307e\u3059\u3002**\u300cTON\u300d\u304c\u30e1\u30c8\u30ea\u30c3\u30af\u30c8\u30f3\u304b\u30ed\u30f3\u30b0\u30c8\u30f3\u304b\u306f\u66f8\u985e\u306b\u660e\u8a18\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u305d\u306e\u5834\u5408\u306f\u63db\u7b97\u305b\u305a\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059**\n4. **\u65e5\u4ed8\u66f8\u5f0f\u306e\u6b63\u898f\u5316** \u2026 `05\/03\/2026` \u306f3\u67085\u65e5\u304b5\u67083\u65e5\u304b\u3001\u66f8\u985e\u3060\u3051\u3067\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3067\u63a8\u6e2c\u305b\u305a\u3001\u4ed6\u306e\u66f8\u985e\u306e\u65e5\u4ed8\u3068\u77db\u76fe\u3057\u306a\u3044\u304b\u3067\u5224\u5b9a\u3057\u3001\u5224\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059**\n5. **\u793e\u540d\u30fb\u4f4f\u6240\u306e\u6b63\u898f\u5316** \u2026 `CO., LTD.` `CO LTD` `COMPANY LIMITED`\u3001\u7565\u79f0\u3001\u65e7\u793e\u540d\u3092\u305d\u308d\u3048\u307e\u3059\n6. **\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 \u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u5546\u54c1\u540d\u3001\u539f\u7523\u5730\u8a3c\u660e\u66f8\u306e\u54c1\u540d\u3001\u8239\u8377\u8a3c\u5238\u306e\u68b1\u5305\u8a18\u8f09\u3092\u5bfe\u5fdc\u3065\u3051\u307e\u3059\u3002**\u3053\u3053\u304c\u3082\u3063\u3068\u3082\u96e3\u3057\u304f\u3001LLM\u306e\u51fa\u756a\u306b\u306a\u308a\u307e\u3059**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nOCR\u3068LLM\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\uff08Document Intelligence\uff09\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6587\u5b57\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306e\u8aad\u307f\u53d6\u308a\u3002\u5ea7\u6a19\u4ed8\u304d\u3067\u8fd4\u308b\u305f\u3081\u3001\u5dee\u7570\u306e\u6307\u6458\u306b\u300c\u3069\u306e\u66f8\u985e\u306e\u4f55\u30da\u30fc\u30b8\u306e\u3069\u3053\u304b\u300d\u3092\u6dfb\u3048\u3089\u308c\u307e\u3059\u3002\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u9805\u76ee\u306e\u62bd\u51fa | \u30ec\u30a4\u30a2\u30a6\u30c8\u60c5\u5831\u304b\u3089\u3001\u66f8\u985e\u3054\u3068\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3059 |\n| \u5358\u4f4d\u3068\u66f8\u5f0f\u306e\u89e3\u91c8 | \u300c12.48 MT\u300d\u300c12,480 KGS\u300d\u304c\u540c\u3058\u5024\u3067\u3042\u308b\u3053\u3068\u3092\u5224\u5b9a\u3059\u308b |\n| \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051 | \u66f8\u985e\u3054\u3068\u306b\u9055\u3046\u66f8\u304d\u65b9\u306e\u54c1\u540d\u304c\u3001\u540c\u3058\u54c1\u76ee\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b |\n| \u5dee\u7570\u306e\u8aac\u660e | \u898b\u3064\u304b\u3063\u305f\u5dee\u7570\u3092\u3001\u62c5\u5f53\u8005\u304c\u8aad\u3081\u308b\u65e5\u672c\u8a9e\u3067\u8aac\u660e\u3059\u308b |\n| \u5f71\u97ff\u5ea6\u306e\u4e00\u6b21\u5224\u5b9a | \u5dee\u7570\u304c\u901a\u95a2\u30fb\u4fe1\u7528\u72b6\u30fb\u652f\u6255\u306e\u3069\u308c\u306b\u5f71\u97ff\u3057\u3046\u308b\u304b\u3092\u793a\u3059 |\n| \u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u4ed5\u5165\u5148\u3078\u9001\u308b\u82f1\u6587\u306e\u8a02\u6b63\u4f9d\u983c\u30e1\u30fc\u30eb\u3092\u4f5c\u308b |\n\n**HS\u30b3\u30fc\u30c9\uff08\u95a2\u7a0e\u5206\u985e\uff09\u306e\u5224\u5b9a\u306f\u3055\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u539f\u7523\u5730\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305fHS\u30b3\u30fc\u30c9\u3068\u3001\u81ea\u793e\u304c\u7533\u544a\u306b\u4f7f\u3063\u3066\u3044\u308bHS\u30b3\u30fc\u30c9\u304c\u9055\u3046\u5834\u5408\u3001\u305d\u308c\u306f\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u307e\u3059\u3002**\u3057\u304b\u3057\u300c\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u300d\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093\u3002** \u95a2\u7a0e\u5206\u985e\u306f\u6cd5\u4ee4\u306e\u89e3\u91c8\u3067\u3042\u308a\u3001\u8aa4\u308c\u3070\u95a2\u7a0e\u306e\u8ffd\u5fb4\u3084\u4e8b\u5f8c\u8abf\u67fb\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u306f\u901a\u95a2\u696d\u8005\u3068\u81ea\u793e\u306e\u901a\u95a2\u58eb\u306e\u9818\u57df\u3067\u3059\u3002\n\n\u540c\u3058\u7406\u7531\u3067\u3001**\u539f\u7523\u5730\u306e\u5224\u5b9a\uff08\u7279\u6075\u95a2\u7a0e\u306e\u9069\u7528\u53ef\u5426\uff09\u3082\u3055\u305b\u307e\u305b\u3093\u3002** \u8a18\u8f09\u306e\u4e0d\u4e00\u81f4\u3092\u6307\u6458\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8cbf\u6613\u4e8b\u52d9\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n1\u3064\u306e\u8f38\u5165\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u8907\u6570\u306e\u8239\u7a4d\u66f8\u985e\u304b\u3089\u9805\u76ee\u3092\u62bd\u51fa\u3057\u3001\n\u66f8\u985e\u3069\u3046\u3057\u306e\u8a18\u8f09\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u98df\u3044\u9055\u3044\u3092\u5831\u544a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u306a\u3044\u5834\u5408\u306f null \u3068\u3057\u3001missing \u306b\u66f8\u985e\u540d\u3068\u9805\u76ee\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u306f\u3001\u66f8\u985e\u306b\u5370\u5b57\u3055\u308c\u305f\u3068\u304a\u308a\u306e\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e source_value \u306b\u6b8b\u3057\u3001\n  \u63db\u7b97\u5f8c\u306e\u5024\u3092 normalized_value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63db\u7b97\u306e\u6839\u62e0\uff081 MT = 1,000 KGS \u306a\u3069\uff09\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u304c\u300cTON\u300d\u306e\u3088\u3046\u306b\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u30c8\u30f3\u3068\u30ed\u30f3\u30b0\u30c8\u30f3\u306e\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u8868\u8a18\u306e\u5834\u5408\u306f\u3001\n  \u63db\u7b97\u305b\u305a\u3001differences \u306b\u300c\u5358\u4f4d\u306e\u7279\u5b9a\u4e0d\u53ef\u300d\u3068\u3057\u3066\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c DD\/MM \u3068 MM\/DD \u306e\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u5834\u5408\u306f\u3001\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u66f8\u985e\u306e\u65e5\u4ed8\u3068\u77db\u76fe\u3057\u306a\u3044\u8aad\u307f\u65b9\u304c1\u3064\u306b\u5b9a\u307e\u308b\u3068\u304d\u306e\u307f\u78ba\u5b9a\u3068\u3057\u3001\n  \u5b9a\u307e\u3089\u306a\u3044\u5834\u5408\u306f differences \u306b\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- HS\u30b3\u30fc\u30c9\u306e\u6b63\u8aa4\u3001\u539f\u7523\u5730\u306e\u5224\u5b9a\u3001\u95a2\u7a0e\u5206\u985e\u306e\u89e3\u91c8\u306f\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u304c\u66f8\u985e\u9593\u3067\u7570\u306a\u308b\u5834\u5408\u306b\u3001\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u3092\u6319\u3052\u308b\u3068\u304d\u306f\u3001\u5fc5\u305a\u300c\u3069\u306e\u66f8\u985e\u306e\u3001\u3069\u306e\u9805\u76ee\u304c\u3001\u3069\u3046\u9055\u3046\u304b\u300d\u3092\n  \u66f8\u985e\u540d\u3068\u9805\u76ee\u540d\u3064\u304d\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u306f\u3001\u540c\u3058\u54c1\u76ee\u3092\u6307\u3057\u3066\u3044\u308b\u3068\u5224\u65ad\u3067\u304d\u308b\u5834\u5408\u306e\u307f\u884c\u3044\u3001\n  \u5224\u65ad\u306e\u6839\u62e0\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7167\u5408\u306e\u57fa\u6e96\u66f8\u985e\u3011\n\u30a4\u30f3\u30dc\u30a4\u30b9\n\n\u3010\u5404\u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011\n{documents}\n\n\u3010\u5f53\u793e\u306e\u767a\u6ce8\u30c7\u30fc\u30bf\u3011\n{purchase_order}\n\n\u3010\u4fe1\u7528\u72b6\u306e\u6761\u4ef6\uff08\u4fe1\u7528\u72b6\u53d6\u5f15\u306e\u5834\u5408\u306e\u307f\uff09\u3011\n{lc_terms}\n\n\u3010\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u5225\u8868\u8a18\u3011\n{company_aliases}\n```\n\n**\u300c\u63db\u7b97\u306e\u6839\u62e0\u3092 basis \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u306e1\u884c\u304c\u52b9\u304d\u307e\u3059\u3002** \u63db\u7b97\u7d50\u679c\u3060\u3051\u3092\u8fd4\u3055\u308c\u308b\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u306e\u63db\u7b97\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002\u6839\u62e0\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u76ee\u3067\u8ffd\u3048\u307e\u3059\u3002\n\n**\u300cHS\u30b3\u30fc\u30c9\u306e\u6b63\u8aa4\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u308c\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u305d\u308c\u3089\u3057\u3044HS\u30b3\u30fc\u30c9\u306e\u89e3\u8aac\u304c\u8fd4\u308a\u307e\u3059\u3002\u8aad\u3093\u3060\u62c5\u5f53\u8005\u304c\u305d\u308c\u3092\u6839\u62e0\u306b\u7533\u544a\u3059\u308b\u3068\u3001\u95a2\u7a0e\u306e\u8aa4\u308a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"case_id\": \"\",\n  \"documents_received\": [\"invoice\", \"packing_list\", \"bill_of_lading\"],\n  \"documents_missing\": [\"certificate_of_origin\"],\n  \"extracted\": {\n    \"invoice\": { \"invoice_no\": \"\", \"shipper\": \"\", \"consignee\": \"\", \"incoterms\": \"\", \"currency\": \"\", \"total_amount\": 0, \"items\": [] },\n    \"packing_list\": { \"net_weight\": { \"source_value\": \"\", \"normalized_value\": 0, \"unit\": \"KGS\", \"basis\": \"\" } }\n  },\n  \"differences\": [\n    {\n      \"item\": \"\",\n      \"documents\": [\n        { \"document\": \"\", \"page\": 0, \"source_value\": \"\" }\n      ],\n      \"type\": \"value | unit | format | missing | unmatched_item\",\n      \"impact\": \"customs | letter_of_credit | payment | none | unknown\",\n      \"explanation\": \"\",\n      \"severity\": \"high | medium | low\"\n    }\n  ],\n  \"po_match\": \"matched | mismatched | not_found\",\n  \"lc_check\": [\n    { \"condition\": \"\", \"result\": \"satisfied | not_satisfied | cannot_determine\", \"note\": \"\" }\n  ],\n  \"needs_review\": []\n}\n```\n\n`source_value`\uff08\u66f8\u985e\u306b\u5370\u5b57\u3055\u308c\u305f\u307e\u307e\u306e\u5024\uff09\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002**\u3053\u308c\u304c\u306a\u3044\u3068\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u3089\u308c\u307e\u305b\u3093\u3002** \u63db\u7b97\u5f8c\u306e\u5024\u3060\u3051\u3067\u306f\u3001\u63db\u7b97\u305d\u306e\u3082\u306e\u304c\u7591\u308f\u3057\u3044\u3068\u304d\u306b\u8ffd\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n`impact` \u306b `unknown` \u3092\u7528\u610f\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u5f71\u97ff\u5ea6\u3092\u7121\u7406\u306b\u65ad\u5b9a\u3055\u305b\u306a\u3044\u305f\u3081**\u3067\u3059\u3002\u5224\u65ad\u3067\u304d\u306a\u3044\u3082\u306e\u3092 `none` \u306b\u3055\u308c\u308b\u3068\u898b\u843d\u3068\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u3050\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u6848\u4ef6\u756a\u53f7\u3067\u7d10\u4ed8\u3051\u3001\u767a\u6ce8\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3002\u7167\u5408\u7d50\u679c\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u66f8\u304d\u623b\u3059 |\n| SharePoint | \u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u66f8\u985e\u3092\u4fdd\u5b58\u3057\u3001\u5dee\u7570\u4e00\u89a7\u3092\u6dfb\u3048\u308b |\n| Outlook | \u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u304b\u3089\u9001\u308b |\n| \u901a\u95a2\u696d\u8005 | \u7167\u5408\u6e08\u307f\u306e\u66f8\u985e\u4e00\u5f0f\u3092\u9001\u4ed8\u3059\u308b\uff08**\u81ea\u52d5\u9001\u4fe1\u3057\u306a\u3044**\uff09 |\n\n**\u901a\u95a2\u696d\u8005\u3078\u306e\u9001\u4ed8\u306f\u81ea\u52d5\u5316\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7167\u5408\u304c\u6e08\u3093\u3067\u3044\u3066\u3082\u3001\u9001\u308b\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u3059\u3002\u66f8\u985e\u304c\u4e0d\u8db3\u3057\u305f\u307e\u307e\u9001\u308b\u3068\u3001\u901a\u95a2\u696d\u8005\u5074\u3067\u624b\u623b\u308a\u304c\u767a\u751f\u3057\u307e\u3059\u3002\n\n**\u8a02\u6b63\u4f9d\u983c\u306e\u30e1\u30fc\u30eb\u3082\u3001\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u307e\u3059\u3002** \u4ed5\u5165\u5148\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u9023\u7d61\u3067\u3042\u308a\u3001\u6587\u9762\u306e\u8abf\u6574\u304c\u8981\u308a\u307e\u3059\u3002\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u304c\u3042\u308b\u3060\u3051\u3067\u30017\u5206\u306e\u9023\u7d61\u4f5c\u696d\u304c\u304b\u306a\u308a\u8efd\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u898b\u308b\u5834\u6240\u3092\u7d5e\u308a\u307e\u3059\u3002\n\n| \u72b6\u614b | \u78ba\u8a8d\u306e\u91cd\u3055 |\n|:--|:--|\n| \u5dee\u7570\u306a\u3057\u3001\u66f8\u985e\u304c\u305d\u308d\u3063\u3066\u3044\u308b | \u4e00\u89a7\u30921\u753b\u9762\u3067\u898b\u3066\u627f\u8a8d\u3059\u308b |\n| `severity: low` \u306e\u5dee\u7570\u306e\u307f\uff08\u8868\u8a18\u3086\u308c\u306a\u3069\uff09 | \u5dee\u7570\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u308b |\n| `severity: high` \u307e\u305f\u306f `impact: letter_of_credit` | \u539f\u672c\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\u3002**\u4fe1\u7528\u72b6\u53d6\u5f15\u306f\u5fc5\u305a\u539f\u672c\u3092\u898b\u308b** |\n| `impact: unknown` | \u5185\u5bb9\u3092\u8aad\u3093\u3067\u3001\u5f71\u97ff\u5ea6\u3092\u4eba\u304c\u5224\u5b9a\u3059\u308b |\n| \u54c1\u540d\u304c\u5bfe\u5fdc\u3065\u3051\u3089\u308c\u306a\u304b\u3063\u305f | \u539f\u672c\u3092\u898b\u3066\u3001\u540c\u3058\u54c1\u76ee\u304b\u3092\u5224\u65ad\u3059\u308b |\n\n**\u4fe1\u7528\u72b6\u53d6\u5f15\u3067\u306f\u3001AI\u306e\u7167\u5408\u7d50\u679c\u3092\u6700\u7d42\u5224\u65ad\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4fe1\u7528\u72b6\u306e\u6761\u4ef6\u306f\u6587\u8a00\u306e\u7d30\u90e8\u307e\u3067\u610f\u5473\u3092\u6301\u3061\u3001\u66f8\u985e\u306e\u4e0d\u4e00\u81f4\uff08\u30c7\u30a3\u30b9\u30af\u30ec\uff09\u304c\u3042\u308b\u3068\u8cb7\u53d6\u3092\u62d2\u307e\u308c\u307e\u3059\u3002**AI\u306e\u7d50\u679c\u306f\u300c\u898b\u843d\u3068\u3057\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u4e0b\u6577\u304d\u300d\u3068\u3057\u3066\u4f7f\u3044\u3001\u6761\u4ef6\u3068\u306e\u7167\u5408\u305d\u306e\u3082\u306e\u306f\u62c5\u5f53\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002**\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u5dee\u7570\u306e\u4e00\u89a7\u306b\u3001**\u8a72\u5f53\u7b87\u6240\u3092\u539f\u672cPDF\u4e0a\u3067\u30cf\u30a4\u30e9\u30a4\u30c8\u3057\u305f\u30ea\u30f3\u30af**\u3092\u4ed8\u3051\u308b\n- \u66f8\u985e\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3001\u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u3060\u3051\u3092\u8272\u5206\u3051\u3059\u308b\n- \u904e\u53bb\u306b\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u5224\u65ad\u3057\u305f\u7a2e\u985e\u306e\u5dee\u7570\u306b\u306f\u3001\u305d\u306e\u5c65\u6b74\u3092\u8868\u793a\u3059\u308b\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u66f8\u985e\u304c\u5225\u3005\u306b\u5c4a\u304d\u3001\u305d\u308d\u308f\u306a\u3044 | \u305d\u308d\u3063\u305f\u5206\u3060\u3051\u3067\u7167\u5408\u3057\u3001\u4e0d\u8db3\u3092 `documents_missing` \u306b\u51fa\u3059\u3002**\u305d\u308d\u3046\u307e\u3067\u5f85\u305f\u306a\u3044** |\n| \u6848\u4ef6\u306b\u7d10\u4ed8\u304b\u306a\u3044\u66f8\u985e\u304c\u5c4a\u304f | \u300c\u672a\u7d10\u4ed8\u3051\u300d\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3059\u3002\u63a8\u6e2c\u3067\u7d10\u4ed8\u3051\u306a\u3044 |\n| \u5358\u4f4d\u304c\u300cTON\u300d\u3067\u533a\u5225\u304c\u3064\u304b\u306a\u3044 | \u63db\u7b97\u305b\u305a\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u65e5\u4ed8\u304c DD\/MM \u304b MM\/DD \u304b\u6c7a\u307e\u3089\u306a\u3044 | \u4ed6\u306e\u66f8\u985e\u3068\u77db\u76fe\u3057\u306a\u3044\u8aad\u307f\u65b9\u304c1\u3064\u306b\u5b9a\u307e\u308b\u3068\u304d\u306e\u307f\u78ba\u5b9a\u3059\u308b\u3002\u5b9a\u307e\u3089\u306a\u3051\u308c\u3070\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u304c\u3067\u304d\u306a\u3044 | `unmatched_item` \u3068\u3057\u3066\u4eba\u3078\u56de\u3059\u3002**\u7121\u7406\u306b\u5bfe\u5fdc\u3065\u3051\u306a\u3044** |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u753b\u8cea\u304c\u60aa\u3044 | \u89e3\u50cf\u5ea6\u3092\u5224\u5b9a\u3057\u3001\u4f4e\u3044\u3082\u306e\u306f\u5148\u306b\u4eba\u3078\u56de\u3059 |\n| \u8a02\u6b63\u7248\u306e\u66f8\u985e\u304c\u5c4a\u304f\uff08REVISED INVOICE\uff09 | \u7248\u6570\u3092\u5224\u5b9a\u3057\u3001**\u65e7\u7248\u3092\u81ea\u52d5\u3067\u4e0a\u66f8\u304d\u3057\u306a\u3044\u3002** \u4e21\u65b9\u3092\u6b8b\u3057\u3001\u62c5\u5f53\u8005\u306b\u9078\u3070\u305b\u308b |\n| \u5206\u5272\u8239\u7a4d\u3067\u66f8\u985e\u304c\u8907\u6570\u7d44\u306b\u306a\u308b | \u8239\u8377\u8a3c\u5238\u756a\u53f7\u3054\u3068\u306b\u7d44\u3068\u3057\u3066\u6271\u3046\u3002\u5408\u8a08\u5024\u306f\u7d44\u3092\u307e\u305f\u3044\u3067\u96c6\u8a08\u3059\u308b |\n| \u4fe1\u7528\u72b6\u306e\u6761\u4ef6\u304c\u62bd\u51fa\u3067\u304d\u306a\u3044 | `cannot_determine` \u3092\u8fd4\u3059\u3002**\u300c\u6761\u4ef6\u3092\u6e80\u305f\u3059\u300d\u3068\u8fd4\u3055\u306a\u3044** |\n| \u66f8\u985e\u306e\u672a\u7740\u304c\u7d9a\u3044\u3066\u3044\u308b | \u5b9a\u671f\u5b9f\u884c\u3067\u7763\u4fc3\u30ea\u30b9\u30c8\u3092\u51fa\u3059\u3002\u8239\u7a4d\u65e5\u304b\u3089\u306e\u7d4c\u904e\u65e5\u6570\u3067\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u308b |\n| \u30e1\u30fc\u30eb\u672c\u6587\u306b\u8a02\u6b63\u306e\u9023\u7d61\u3060\u3051\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\uff08\u6dfb\u4ed8\u306a\u3057\uff09 | \u672c\u6587\u3082\u51e6\u7406\u5bfe\u8c61\u306b\u542b\u3081\u3001\u300c\u66f8\u985e\u306e\u5dee\u3057\u66ff\u3048\u4e88\u5b9a\u300d\u3068\u3057\u3066\u6848\u4ef6\u306b\u8a18\u9332\u3059\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n**\u8cbf\u6613\u66f8\u985e\u306f\u3001\u95a2\u7a0e\u6cd5\u306b\u57fa\u3065\u304f\u4fdd\u5b58\u7fa9\u52d9\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u3067\u3082\u3001\u6b21\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n- \u53d7\u9818\u3057\u305f\u66f8\u985e\u306e\u539f\u672c\uff08\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u65e5\u6642\u3068\u9001\u4fe1\u5143\u3092\u542b\u3080\uff09\n- \u62bd\u51fa\u7d50\u679c\uff08`source_value` \u3092\u542b\u3080\u751f\u306e\u72b6\u614b\uff09\n- \u5dee\u7570\u306e\u4e00\u89a7\u3068\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\uff08\u8a02\u6b63\u4f9d\u983c\u3057\u305f\uff0f\u554f\u984c\u306a\u3057\u3068\u3057\u305f\uff09\n- \u8a02\u6b63\u7248\u306e\u66f8\u985e\u3068\u3001\u65e7\u7248\n- \u901a\u95a2\u696d\u8005\u3078\u306e\u9001\u4ed8\u8a18\u9332\n- **\u62c5\u5f53\u8005\u304c\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u5224\u65ad\u3057\u305f\u5dee\u7570\u306e\u5185\u5bb9\u3068\u7406\u7531**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8cc7\u7523\u306b\u306a\u308a\u307e\u3059\u3002**\u300c\u3053\u306e\u4ed5\u5165\u5148\u306e\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306f\u7dcf\u91cd\u91cf\u306b\u30d1\u30ec\u30c3\u30c8\u91cd\u91cf\u3092\u542b\u3080\u305f\u3081\u3001\u8239\u8377\u8a3c\u5238\u306850\u30ad\u30ed\u305a\u308c\u308b\u306e\u304c\u5e38\u614b\u300d\u3068\u3044\u3063\u305f\u5224\u65ad\u304c\u84c4\u7a4d\u3059\u308c\u3070\u3001\u305d\u308c\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u63d0\u306b\u52a0\u3048\u3089\u308c\u307e\u3059\u3002** \u7d4c\u9a13\u306e\u5dee\u304c\u7e2e\u307e\u308b\u306e\u306f\u3001\u3053\u306e\u84c4\u7a4d\u306b\u3088\u3063\u3066\u3067\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u8f38\u5165\u6848\u4ef610\u4ef6\u5206\u306e\u66f8\u985e\u4e00\u5f0f\u3092\u7528\u610f\u3059\u308b\uff08\u4ed5\u5165\u5148\u306f\u3070\u3089\u3070\u3089\u306b\u9078\u3076\uff09\n2. 1\u4ef6\u5206\u306e\u66f8\u985e\uff08\u30a4\u30f3\u30dc\u30a4\u30b9\u3001\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3001\u8239\u8377\u8a3c\u5238\uff09\u3092\u751f\u6210AI\u306b\u8cbc\u308b\n3. \u300c\u3053\u308c\u3089\u306e\u66f8\u985e\u306e\u8a18\u8f09\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u98df\u3044\u9055\u3044\u3092\u66f8\u985e\u540d\u3068\u9805\u76ee\u540d\u3064\u304d\u3067\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. **\u62c5\u5f53\u8005\u304c\u5b9f\u969b\u306b\u898b\u3064\u3051\u305f\u5dee\u7570\u3068\u6bd4\u3079\u308b**\n\n\u898b\u308b\u306e\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002\n\n| \u898b\u308b\u70b9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u5f53\u8005\u304c\u898b\u3064\u3051\u305f\u5dee\u7570\u3092\u3001AI\u3082\u6319\u3052\u305f\u304b | \u898b\u843d\u3068\u3057\u304c\u306a\u3051\u308c\u3070\u7167\u5408\u306e\u4e0b\u6577\u304d\u3068\u3057\u3066\u4f7f\u3048\u308b |\n| AI\u304c\u6319\u3052\u3066\u62c5\u5f53\u8005\u304c\u898b\u843d\u3068\u3057\u3066\u3044\u305f\u5dee\u7570\u304c\u3042\u308b\u304b | **1\u3064\u3067\u3082\u3042\u308c\u3070\u3001\u3053\u306e\u69cb\u6210\u306b\u306f\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059** |\n| \u5dee\u7570\u3067\u306a\u3044\u3082\u306e\u3092\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u306a\u3044\u304b\uff08\u8aa4\u691c\u77e5\uff09 | \u591a\u3059\u304e\u308b\u3068\u8aad\u307e\u308c\u306a\u304f\u306a\u308b\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6b63\u898f\u5316\u6307\u793a\u3092\u5f37\u3081\u308b |\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aa4\u691c\u77e5\u304c1\u4ef6\u3042\u305f\u308a10\u500b\u3082\u51fa\u308b\u72b6\u614b\u3060\u3068\u3001\u62c5\u5f53\u8005\u306f\u4e00\u89a7\u3092\u8aad\u307e\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\u898b\u843d\u3068\u3057\u3092\u6e1b\u3089\u3059\u3053\u3068\u3068\u540c\u3058\u304f\u3089\u3044\u3001\u7121\u99c4\u306a\u6307\u6458\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002**\n\n\u66f8\u985e\u306e\u9805\u76ee\u62bd\u51fa\u3060\u3051\u306a\u3089\u3001Document Intelligence Studio \u306b\u8239\u8377\u8a3c\u5238\u30921\u679a\u6295\u5165\u3057\u3066\u3001\u8868\u3068\u898b\u51fa\u3057\u304c\u53d6\u308c\u308b\u304b\u3092\u898b\u308b\u3060\u3051\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002","minimal_setup_short":"\u66f8\u985e\u3092\u751f\u6210AI\u306b\u8cbc\u3063\u3066\u3001\u5dee\u7570\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308b \uff0f \u7167\u5408","semi_auto_setup":"\u5c02\u7528\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u66f8\u985e\u3092\u81ea\u52d5\u3067\u53d6\u308a\u8fbc\u307f\u3001\u7a2e\u5225\u5224\u5b9a\u30fb\u62bd\u51fa\u30fb\u6b63\u898f\u5316\u30fb\u66f8\u985e\u9593\u306e\u7a81\u5408\u30fb\u767a\u6ce8\u30c7\u30fc\u30bf\u3068\u306e\u7a81\u5408\u3092\u884c\u3044\u3001\u5dee\u7570\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u53d6\u308a\u8fbc\u307f\u30fb\u62bd\u51fa\u30fb\u7a81\u5408","full_setup":"\u4e0a\u8a18\uff0b\u4fe1\u7528\u72b6\u6761\u4ef6\u3068\u306e\u7167\u5408\uff0b\u66f8\u985e\u672a\u7740\u306e\u7763\u4fc3\u30ea\u30b9\u30c8\uff0b\u8a02\u6b63\u4f9d\u983c\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\uff0b\u8cbf\u6613\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u623b\u3057 \uff0f \u5224\u65ad\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306725\u5206\u304c12\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u7167\u5408\u306e15\u5206\u304c\u307b\u307c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30688\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001**\u672c\u683c\u69cb\u6210\u306e\u4fa1\u5024\u306f\u6642\u9593\u3088\u308a\u300c\u66f8\u985e\u672a\u7740\u306b\u6c17\u3065\u3051\u308b\u300d\u3053\u3068\u3068\u300c\u4fe1\u7528\u72b6\u306e\u78ba\u8a8d\u6f0f\u308c\u304c\u6e1b\u308b\u3053\u3068\u300d\u306b\u3042\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8aa4\u691c\u77e5\u304c\u591a\u3059\u304e\u3066\u4e00\u89a7\u304c\u8aad\u307e\u308c\u306a\u3044 | \u6b63\u898f\u5316\u3092\u5f37\u3081\u308b\u3002\u904e\u53bb\u306b\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u5224\u65ad\u3057\u305f\u5dee\u7570\u306e\u985e\u578b\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u63d0\u306b\u52a0\u3048\u308b |\n| \u91cd\u91cf\u306e\u5358\u4f4d\u63db\u7b97\u3092\u9593\u9055\u3048\u308b | \u300cTON\u300d\u306e\u3088\u3046\u306b\u533a\u5225\u306e\u3064\u304b\u306a\u3044\u8868\u8a18\u306f\u63db\u7b97\u305b\u305a\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b\u3002\u63db\u7b97\u6839\u62e0\u3092\u5fc5\u305a\u51fa\u529b\u3055\u305b\u308b |\n| \u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3092\u9593\u9055\u3048\u308b | DD\/MM \u3068 MM\/DD \u306e\u63a8\u6e2c\u3092\u7981\u6b62\u3059\u308b\u3002\u4ed6\u66f8\u985e\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4e00\u610f\u306b\u5b9a\u307e\u308b\u5834\u5408\u306e\u307f\u78ba\u5b9a\u3059\u308b |\n| \u54c1\u540d\u304c\u5bfe\u5fdc\u3065\u304b\u305a\u3001\u6bce\u56de\u4eba\u304c\u898b\u3066\u3044\u308b | \u4ed5\u5165\u5148\u3054\u3068\u306e\u54c1\u540d\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b\u3002\u904e\u53bb\u306e\u6848\u4ef6\u304b\u3089\u534a\u81ea\u52d5\u3067\u4f5c\u308c\u308b |\n| \u8a02\u6b63\u7248\u306e\u66f8\u985e\u3067\u65e7\u7248\u3092\u4e0a\u66f8\u304d\u3057\u3066\u3057\u307e\u3046 | \u7248\u6570\u3092\u5224\u5b9a\u3057\u3001\u4e21\u65b9\u3092\u6b8b\u3059\u3002\u3069\u3061\u3089\u3092\u4f7f\u3046\u304b\u306f\u4eba\u304c\u9078\u3076 |\n| \u66f8\u985e\u304c\u305d\u308d\u3046\u307e\u3067\u51e6\u7406\u304c\u59cb\u307e\u3089\u306a\u3044 | \u305d\u308d\u3063\u305f\u5206\u3060\u3051\u3067\u7167\u5408\u3059\u308b\u8a2d\u8a08\u306b\u3059\u308b\u3002\u4e0d\u8db3\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u76ee\u7684 |\n| HS\u30b3\u30fc\u30c9\u306e\u89e3\u91c8\u307e\u3067\u66f8\u304b\u308c\u3066\u3044\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u78ba\u306b\u7981\u6b62\u3059\u308b\u3002\u8fd4\u308a\u5024\u306b\u89e3\u91c8\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u6a5f\u68b0\u7684\u306b\u691c\u67fb\u3059\u308b |\n| \u5206\u5272\u8239\u7a4d\u3067\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | \u8239\u8377\u8a3c\u5238\u756a\u53f7\u3054\u3068\u306b\u7d44\u3068\u3057\u3066\u6271\u3044\u3001\u7d44\u3092\u307e\u305f\u3044\u3060\u5408\u8a08\u3092\u5225\u306b\u8a08\u7b97\u3059\u308b |\n| n8n \u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u304c\u7c73\u56fd\u6771\u90e8\u306e\u307e\u307e | \u74b0\u5883\u5909\u6570\u307e\u305f\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u5b9a\u3067\u65e5\u672c\u6642\u9593\u306b\u3059\u308b\u3002\u5b9a\u671f\u5b9f\u884c\u306e\u6642\u523b\u3092\u5fc5\u305a\u5b9f\u6e2c\u3067\u78ba\u8a8d\u3059\u308b |\n| \u6848\u4ef6\u306b\u7d10\u4ed8\u304b\u306a\u3044\u66f8\u985e\u304c\u6e9c\u307e\u308b | \u300c\u672a\u7d10\u4ed8\u3051\u300d\u306e\u4e00\u89a7\u3092\u6bce\u65e5\u62c5\u5f53\u8005\u306b\u51fa\u3059\u3002\u653e\u7f6e\u3059\u308b\u3068\u901a\u95a2\u76f4\u524d\u306b\u767a\u899a\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u5148\u306e\u793e\u540d\u30fb\u4f4f\u6240\u3001\u54c1\u76ee\u3001\u6570\u91cf\u3001\u5358\u4fa1\u3001\u53d6\u5f15\u91d1\u984d\u3001\u8239\u7a4d\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3002**\u81ea\u793e\u306e\u4ed5\u5165\u4fa1\u683c\u3068\u3001\u53d6\u5f15\u5148\u3068\u306e\u53d6\u5f15\u6761\u4ef6\u304c\u542b\u307e\u308c\u307e\u3059\u3002** \u8f38\u51fa\u5165\u306e\u5185\u5bb9\u305d\u306e\u3082\u306e\u304c\u3001\u4e8b\u696d\u6226\u7565\u3092\u63a8\u6e2c\u3067\u304d\u308b\u60c5\u5831\u306b\u306a\u308a\u5f97\u307e\u3059\u3002\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u5358\u4fa1\u3068\u53d6\u5f15\u5148\u540d\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u81ea\u793e\u306e\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3068\u3001\u4e3b\u8981\u53d6\u5f15\u5148\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u5951\u7d04\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u7167\u5408\u306b\u5358\u4fa1\u304c\u4e0d\u8981\u306a\u9805\u76ee\u306b\u3064\u3044\u3066\u306f\u3001\u5358\u4fa1\u6b04\u3092\u30de\u30b9\u30af\u3057\u3066\u304b\u3089\u6e21\u3059\u69cb\u6210\u3082\u53d6\u308c\u307e\u3059**\uff08\u305f\u3060\u3057\u767a\u6ce8\u30c7\u30fc\u30bf\u3068\u306e\u7a81\u5408\u306b\u306f\u5358\u4fa1\u304c\u8981\u308a\u307e\u3059\uff09\n2. **\u8f38\u51fa\u7ba1\u7406\u3068\u306e\u95a2\u4fc2** \u2026 \u54c1\u76ee\u306b\u3088\u3063\u3066\u306f\u3001\u5916\u56fd\u70ba\u66ff\u53ca\u3073\u5916\u56fd\u8cbf\u6613\u6cd5\u306b\u57fa\u3065\u304f\u8f38\u51fa\u7ba1\u7406\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002**\u8a72\u975e\u5224\u5b9a\u3092\u3053\u306e\u69cb\u6210\u3067\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a72\u975e\u5224\u5b9a\u306f\u6240\u5b9a\u306e\u624b\u7d9a\u304d\u3067\u884c\u3046\u3082\u306e\u3067\u3059\u3002\u66f8\u985e\u306e\u8a18\u8f09\u304c\u5224\u5b9a\u7d50\u679c\u3068\u98df\u3044\u9055\u3046\u5834\u5408\u306b\u3001\u5dee\u7570\u3068\u3057\u3066\u6319\u3052\u308b\u306b\u3068\u3069\u3081\u307e\u3059\n3. **\u95a2\u7a0e\u5206\u985e\u306e\u5224\u65ad\u3092\u3055\u305b\u306a\u3044** \u2026 HS\u30b3\u30fc\u30c9\u306e\u6b63\u8aa4\u3001\u7279\u6075\u95a2\u7a0e\u306e\u9069\u7528\u53ef\u5426\u306fAI\u306b\u5224\u65ad\u3055\u305b\u307e\u305b\u3093\u3002\u8aa4\u308c\u3070\u95a2\u7a0e\u306e\u8ffd\u5fb4\u3084\u4e8b\u5f8c\u8abf\u67fb\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n5. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u66f8\u985e\u306e\u4fdd\u7ba1\u5834\u6240\u3092\u8cbf\u6613\u8ab2\u3068\u95a2\u4fc2\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u4ed5\u5165\u4fa1\u683c\u304c\u5e83\u304f\u898b\u3048\u308b\u72b6\u614b\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n6. **\u66f8\u985e\u306e\u4fdd\u5b58** \u2026 \u8cbf\u6613\u95a2\u4fc2\u306e\u66f8\u985e\u306b\u306f\u6cd5\u4ee4\u4e0a\u306e\u4fdd\u5b58\u7fa9\u52d9\u304c\u3042\u308a\u307e\u3059\u3002**AI\u306e\u51e6\u7406\u306b\u4f7f\u3063\u305f\u30b3\u30d4\u30fc\u3068\u306f\u5225\u306b\u3001\u539f\u672c\u306e\u4fdd\u5b58\u8981\u4ef6\u3092\u6e80\u305f\u3059\u5f62\u3067\u4fdd\u7ba1\u3057\u3066\u304f\u3060\u3055\u3044**\n7. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 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America\/New_York \u3067\u3042\u308b\u3053\u3068 | [n8n Docs: Schedule Trigger](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.scheduletrigger) | 2026-09-14 |\n| Azure AI Document Intelligence \u306e prebuilt-layout \u304c\u8868\u30fb\u9078\u629e\u30de\u30fc\u30af\u30fb\u898b\u51fa\u3057\u306a\u3069\u306e\u69cb\u9020\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b2\u30af\u30e9\u30b9\u4ee5\u4e0a\u30fb1\u30af\u30e9\u30b95\u4ef6\u4ee5\u4e0a\u304c\u5fc5\u8981\u306a\u3053\u3068 | [Microsoft Learn: Document processing models](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/model-overview) | 2026-09-14 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