{"id":15305,"date":"2026-10-14T11:38:02","date_gmt":"2026-10-14T02:38:02","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-loss-run-entry\/"},"modified":"2026-10-14T11:38:02","modified_gmt":"2026-10-14T02:38:02","slug":"en-loss-run-entry","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-loss-run-entry\/","title":{"rendered":"\u4f01\u696d\u4fdd\u967a\u306e\u5f15\u53d7\u3067\u3001\u6d77\u5916\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u82f1\u6587\u306e\u640d\u5bb3\u5c65\u6b74\uff08Loss Run\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u5e74\u5ea6\u3054\u3068\u306e\u4e8b\u6545\u4ef6\u6570\u30fb\u652f\u6255\u984d\u30fb\u672a\u6c7a\u984d\u3092\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306b\u305d\u308d\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u82f1\u6587\u306e\u640d\u5bb3\u5c65\u6b74\uff08Loss Run\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u4e8b\u6545\u3054\u3068\u306e\u91d1\u984d\u3092\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306e\u4e8b\u6545\u4ef6\u6570\u30fb\u652f\u6255\u984d\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u306b\u96c6\u8a08\u3057\u307e\u3059\u3002\u5831\u544a\u66f8\u306e\u5408\u8a08\u3068\u306e\u4e00\u81f4\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055\u3001\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3092\u78ba\u304b\u3081\u3001\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306e\u6848\u306b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1431","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-14","trigger":"**\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a9\u30eb\u30c0\u306f `lossrun\/<\u898b\u7a4d\u306e\u4f9d\u983c\u756a\u53f7>\/<\u4fdd\u967a\u4f1a\u793e\u306e\u8a18\u53f7>\/<\u7a2e\u76ee>\/` \u306e\u5f62\u306b\u3057\u3001**\u3069\u306e\u4f9d\u983c\u306e\u3069\u306e\u4fdd\u967a\u4f1a\u793e\u306e\u3069\u306e\u7a2e\u76ee\u304b\u3092\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4fdd\u967a\u4f1a\u793e\u3068\u7a2e\u76ee\u3092\u5831\u544a\u66f8\u304b\u3089\u8aad\u307f\u53d6\u3063\u3066\u6c7a\u3081\u308b\u3068\u3001\u540c\u3058\u4fdd\u967a\u4f1a\u793e\u306e\u5225\u306e\u7a2e\u76ee\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u4f9d\u983c\u756a\u53f7\uff0b\u4fdd\u967a\u4f1a\u793e\u306e\u8a18\u53f7\uff0b\u7a2e\u76ee\uff0b\u7248\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u306b\u5165\u308c\u305f\u4f9d\u983c\u756a\u53f7\u3067\u3069\u306e\u4f9d\u983c\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u96c6\u8a08\u306f\u3001\u62c5\u5f53\u8005\u304c\u300c\u3053\u306e\u4f9d\u983c\u306e\u640d\u5bb3\u5c65\u6b74\u306f\u305d\u308d\u3063\u305f\u300d\u3068\u5370\u3092\u4ed8\u3051\u3066\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\u5c4a\u3044\u305f\u5206\u3060\u3051\u3067\u96c6\u8a08\u3059\u308b\u3068\u3001\u6b20\u3051\u305f\u5e74\u5ea6\u3092\u300c\u4e8b\u6545\u304c\u7121\u3044\u5e74\u5ea6\u300d\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u640d\u5bb3\u5c65\u6b74 | \u4e8b\u6545\u3054\u3068\u306e\u4e8b\u6545\u756a\u53f7\u30fb\u767a\u751f\u65e5\u30fb\u72b6\u614b\u30fb\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u30fb\u56de\u53ce\u984d\u30fb\u8aac\u660e\u3002\u5e74\u5ea6\u3054\u3068\u306e\u5c0f\u8a08\u3001\u5408\u8a08\u3001\u8a55\u4fa1\u65e5\u3001\u6ce8\u8a18 | \u4ef2\u7acb\u4eba\u3084\u9867\u5ba2\u304b\u3089\u5c4a\u304fPDF |\n| \u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762 | \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u671f\u9593\u30fb\u300c\u4e8b\u6545\u306e\u5831\u544a\u306a\u3057\u300d\u306e\u8a18\u8f09\u30fb\u4f5c\u6210\u65e5 | \u540c\u4e0a |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u30fb\u30bb\u30eb\u30fb\u5217\u306e\u898b\u51fa\u3057\u30fb\u5c0f\u8a08\u306e\u884c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u5404\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a | \u5217\u306e\u898b\u51fa\u3057\u3068\u81ea\u793e\u306e\u9805\u76ee\u306e\u5bfe\u5fdc\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u91d1\u984d\u306e\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\u3092\u5dee\u3057\u5f15\u304f\u304b\u3001\u65e5\u4ed8\u306e\u9806 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8a2d\u5b9a\u8868 |\n| \u898b\u7a4d\u306e\u4f9d\u983c\u306e\u60c5\u5831 | \u4f9d\u983c\u756a\u53f7\u3001\u9867\u5ba2\u540d\u3001\u7a2e\u76ee\u3001\u6c42\u3081\u308b\u5e74\u6570\uff08\u901a\u5e385\u5e74\uff09\u3001\u5927\u304d\u306a\u4e8b\u6545\u3068\u307f\u306a\u3059\u91d1\u984d | \u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u300c\u91d1\u984d\u306e\u610f\u5473\u300d\u306e\u5217\u3067\u3059\u3002** \u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u306e\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\u3092\u5dee\u3057\u5f15\u304f\u304b\u3002**\u3053\u306e3\u3064\u304c\u6c7a\u307e\u3063\u3066\u3044\u308c\u3070\u3001\u610f\u5473\u306e\u9055\u3046\u6570\u5b57\u3092\u540c\u3058\u5217\u306b\u4e26\u3079\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u65b0\u3057\u3044\u4fdd\u967a\u4f1a\u793e\u306e\u640d\u5bb3\u5c65\u6b74\u304c\u6765\u305f\u3089\u3001\u6700\u521d\u306e1\u901a\u3067\u62c5\u5f53\u8005\u304c\u6ce8\u8a18\u3092\u8aad\u3093\u3067\u8a2d\u5b9a\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u65e5\u4ed8\u306e\u9806\u3082\u8a2d\u5b9a\u306b\u5165\u308c\u307e\u3059\u3002** \u7c73\u56fd\u306e\u4fdd\u967a\u4f1a\u793e\u306f\u6708\u30fb\u65e5\u30fb\u5e74\u306e\u9806\u3001\u6b27\u5dde\u306e\u4fdd\u967a\u4f1a\u793e\u306f\u65e5\u30fb\u6708\u30fb\u5e74\u306e\u9806\u3067\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u300c03\/04\/2024\u300d\u304c3\u67084\u65e5\u304b4\u67083\u65e5\u304b\u3067\u3001\u4e8b\u6545\u306e\u4fdd\u967a\u5e74\u5ea6\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8868\u3068\u30bb\u30eb | GetDocumentAnalysis \u306e TABLE \u3068 CELL \u306e\u30d6\u30ed\u30c3\u30af | \u4e8b\u6545\u3054\u3068\u306e\u884c\u3068\u5404\u5217\u306e\u91d1\u984d |\n| \u5217\u306e\u898b\u51fa\u3057 | EntityTypes \u304c COLUMN_HEADER \u306e\u30bb\u30eb | \u4fdd\u967a\u4f1a\u793e\u306e\u8a2d\u5b9a\u306e\u898b\u51fa\u3057\u3068\u7167\u3089\u3059 |\n| \u5c0f\u8a08\u3068\u5408\u8a08\u306e\u884c | EntityTypes \u304c TABLE_SUMMARY \u306e\u30bb\u30eb\u3001\u307e\u305f\u306f TABLE_FOOTER | \u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u3068\u7167\u3089\u3059 |\n| \u5e74\u5ea6\u306e\u533a\u5207\u308a | EntityTypes \u304c TABLE_SECTION_TITLE \u306e\u30bb\u30eb | \u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u8868\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u5831\u544a\u66f8\u306e\u533a\u5207\u308a |\n| \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5 | QUERIES \u306e QUERY_RESULT | \u4fdd\u5b58\u3057\u305f\u5834\u6240\u306e\u60c5\u5831\u3068\u306e\u7167\u5408\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055 |\n| \u30bb\u30eb\u306e\u4fe1\u983c\u5ea6 | CELL \u3068 WORD \u306e Confidence | \u4f4e\u3044\u30bb\u30eb\u3092\u4eba\u306b\u56de\u3059 |\n\n**\u8868\u306f\u3001CELL \u306e\u30d6\u30ed\u30c3\u30af\u306e RowIndex \u3068 ColumnIndex \u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8868\u306f TABLE \u306e\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u8fd4\u308a\u3001**\u5404\u30bb\u30eb\u306f CELL \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8868\u306e\u4e2d\u306e\u4f4d\u7f6e\u306e\u60c5\u5831\u3092\u6301\u3064**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb\u306f MERGED_CELL \u3067\u793a\u3055\u308c\u307e\u3059\u3002**\u8a3c\u5238\u3054\u3068\u306b\u898b\u51fa\u3057\u306e\u884c\u304c\u5165\u308b\u5831\u544a\u66f8\u306f\u3001TABLE_SECTION_TITLE \u306e\u30bb\u30eb\u3067\u533a\u5207\u308a\u3092\u77e5\u308a\u307e\u3059\u3002**\n\n**\u7d50\u679c\u306f1\u56de\u306b\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u305a\u3064\u8fd4\u308a\u307e\u3059\u3002** NextToken \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u7d9a\u3051\u3001**\u5168\u30da\u30fc\u30b8\u5206\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u8868\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u9014\u4e2d\u3067\u7d44\u307f\u7acb\u3066\u308b\u3068\u3001\u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u4e8b\u6545\u306e\u884c\u304c\u843d\u3061\u307e\u3059\u3002\n\n**\u8a55\u4fa1\u65e5\u3068\u8a3c\u5238\u756a\u53f7\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u3001\u975e\u540c\u671f\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067\u3067\u3059\u3002**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u8a55\u4fa1\u65e5\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5831\u544a\u66f8\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the valuation date or run date? | VALUATION_DATE |\n| What is the insurance company name? | CARRIER |\n| What is the policy number? | POLICY_NO |\n| What is the policy period? | POLICY_PERIOD |\n| Who is the named insured? | INSURED |","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u307e\u305b\u3093\u3002** \u89e3\u9664\u3057\u3066\u4fdd\u5b58\u3057\u76f4\u3057\u307e\u3059\n3. **\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u306e\u5224\u5225** \u2026 \u8868\u304c\u7121\u304f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u4fdd\u967a\u671f\u9593\u304c\u53d6\u308c\u305f\u66f8\u9762\u306f\u3001\u4e8b\u6545\u306e\u7121\u3044\u5e74\u5ea6\u306e\u8a3c\u660e\u3068\u3057\u3066\u5225\u306b\u6271\u3044\u307e\u3059\n4. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u9023\u7d50** \u2026 \u898b\u51fa\u3057\u304c\u540c\u3058\u306a\u30891\u3064\u306e\u8868\u3068\u3057\u3066\u7d9a\u3051\u3001**\u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u898b\u51fa\u3057\u306e\u884c\u306f\u843d\u3068\u3057\u307e\u3059**\n5. **\u6570\u3068\u65e5\u4ed8\u306e\u6574\u3048** \u2026 \u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\uff08\u8ca0\u306e\u6570\uff09\u3001\u901a\u8ca8\u306e\u8a18\u53f7\u3001\u6841\u533a\u5207\u308a\u3092\u6570\u5024\u306b\u76f4\u3057\u3001\u65e5\u4ed8\u3092\u8a2d\u5b9a\u306e\u9806\u3067\u8aad\u307f\u307e\u3059\n6. **\u4fdd\u967a\u5e74\u5ea6\u306e\u4ed8\u4e0e** \u2026 \u4e8b\u6545\u306e\u767a\u751f\u65e5\u3068\u8a3c\u5238\u306e\u4fdd\u967a\u671f\u9593\u304b\u3089\u3001\u5404\u4e8b\u6545\u306b\u4fdd\u967a\u5e74\u5ea6\u3092\u4ed8\u3051\u307e\u3059\n7. **\u5c0f\u8a08\u306e\u7167\u5408** \u2026 \u5e74\u5ea6\u3054\u3068\u306b\u8db3\u3057\u305f\u984d\u3092\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u6bd4\u3079\u307e\u3059\n\n**5\u756a\u76ee\u306e\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u56de\u53ce\u3084\u5099\u91d1\u306e\u53d6\u5d29\u3057\u306f\u300c(12,500)\u300d\u306e\u3088\u3046\u306b\u62ec\u5f27\u3067\u793a\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u62ec\u5f27\u3092\u843d\u3068\u3057\u3066\u6b63\u306e\u6570\u3068\u3057\u3066\u8db3\u3059\u3068\u3001\u652f\u6255\u984d\u304c\u5b9f\u969b\u3088\u308a\u5927\u304d\u304f\u898b\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8a00\u8449\u3092\u6271\u30463\u3064\u306e\u4ed5\u4e8b\u3060\u3051\u3067\u3059\u3002** \u6570\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u91d1\u984d\u306e\u610f\u5473\u306e\u8abf\u6574\u3068\u96c6\u8a08\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5217\u306e\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848 | \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3044\u3068\u304d\u3060\u3051\u3001\u81ea\u793e\u306e\u9805\u76ee\uff08\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u30fb\u56de\u53ce\u984d\u30fb\u72b6\u614b\u30fb\u767a\u751f\u65e5\uff09\u3078\u306e\u5bfe\u5fdc\u306e\u6848\u3092\u51fa\u3059 | \u6c7a\u3081\u3089\u308c\u306a\u3044\u898b\u51fa\u3057\u306f\u300c\u5bfe\u5fdc\u306a\u3057\u300d |\n| \u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206 | \u4e8b\u6545\u306e\u8aac\u660e\u306e\u82f1\u6587\u3092\u3001\u706b\u707d\uff0f\u6c34\u6fe1\u308c\uff0f\u76d7\u96e3\uff0f\u81ea\u7136\u707d\u5bb3\uff0f\u88fd\u54c1\u306e\u8ce0\u511f\uff0f\u65bd\u8a2d\u306e\u8ce0\u511f\uff0f\u81ea\u52d5\u8eca\u306e\u5bfe\u4eba\uff0f\u81ea\u52d5\u8eca\u306e\u5bfe\u7269\uff0f\u52b4\u707d\uff0f\u305d\u306e\u4ed6\u306b\u5206\u3051\u308b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 other \u3068\u539f\u6587 |\n| \u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u53e4\u3044\u8a55\u4fa1\u65e5\u30fb\u8a55\u4fa1\u65e5\u306e\u7121\u3044\u5831\u544a\u66f8\u3054\u3068\u306b\u3001\u4ef2\u7acb\u4eba\u306b\u983c\u3080\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u3054\u3068\u306e\u5b9a\u578b\u306e\u6587\u306b\u9650\u308b |\n\n**2\u884c\u76ee\u306f\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u4e8b\u6545\u306e\u50be\u5411\u3092\u898b\u308b\u305f\u3081\u306e\u88dc\u52a9\u3067\u3059\u3002** \u540c\u3058\u539f\u56e0\u306e\u4e8b\u6545\u304c\u5e74\u5ea6\u3092\u307e\u305f\u3044\u3067\u7d9a\u3044\u3066\u3044\u308c\u3070\u3001**\u9632\u707d\u3084\u5b89\u5168\u306e\u5bfe\u7b56\u3092\u9867\u5ba2\u306b\u805e\u304f\u304d\u3063\u304b\u3051\u306b\u306a\u308a\u307e\u3059\u3002** \u533a\u5206\u305d\u306e\u3082\u306e\u3092\u5be9\u67fb\u306e\u6570\u5b57\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8aad\u307f\u66ff\u3048\u3068\u96c6\u8a08 | \u62ec\u5f27\u3084\u6841\u533a\u5207\u308a\u3092\u63a8\u3057\u91cf\u308b\u3068\u3001\u7b26\u53f7\u3068\u6841\u304c\u305a\u308c\u308b |\n| \u91d1\u984d\u306e\u610f\u5473\uff08\u8cbb\u7528\u3092\u542b\u3080\u304b\u7b49\uff09\u306e\u5224\u65ad | \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u6c7a\u3081\u308b\u3002\u5831\u544a\u66f8\u3054\u3068\u306b\u89e3\u91c8\u3092\u63fa\u3089\u3055\u306a\u3044 |\n| \u672a\u6c7a\u984d\u306e\u59a5\u5f53\u6027\u3084\u5c06\u6765\u306e\u652f\u6255\u306e\u898b\u8fbc\u307f | \u5099\u91d1\u306e\u898b\u8fbc\u307f\u306f\u5f15\u53d7\u3068\u640d\u5bb3\u306e\u62c5\u5f53\u304c\u5224\u65ad\u3059\u308b |\n| \u5f15\u53d7\u306e\u53ef\u5426\u3084\u4fdd\u967a\u6599\u3078\u306e\u610f\u898b | \u5be9\u67fb\u306f\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306e\u4ed5\u4e8b |\n| \u6b20\u3051\u305f\u5e74\u5ea6\u3092\u300c\u4e8b\u6545\u306a\u3057\u300d\u3068\u307f\u306a\u3059 | \u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u304c\u5c4a\u304f\u307e\u3067\u6b20\u3051\u3068\u3057\u3066\u6271\u3046 |\n\n**3\u884c\u76ee\u3092\u5916\u3059\u306e\u306f\u3001\u672a\u6c7a\u984d\u306e\u8a55\u4fa1\u304c\u640d\u5bb3\u4fdd\u967a\u306e\u5c02\u9580\u306e\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002** AI\u306b\u300c\u3053\u306e\u672a\u6c7a\u984d\u306f\u5c11\u306a\u3059\u304e\u306a\u3044\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u610f\u898b\u3092\u8fd4\u3057\u307e\u3059\u3002**\u5165\u529b\u8868\u306b\u306f\u8aad\u307f\u53d6\u3063\u305f\u6570\u5b57\u3060\u3051\u3092\u5165\u308c\u3001\u8a55\u4fa1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**","prompt_example":"\u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u4f01\u696d\u55b6\u696d\u90e8\u3067\u3001\u6d77\u5916\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u640d\u5bb3\u5c65\u6b74\u306e\n\u4e8b\u6545\u306e\u8aac\u660e\u3092\u539f\u56e0\u306e\u533a\u5206\u306b\u5206\u3051\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u4e8b\u6545\u306e\u8aac\u660e\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u6c0f\u540d\u306f\u4f0f\u305b\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u533a\u5206\u3011\nfire\uff08\u706b\u707d\uff09\uff0fwater\uff08\u6c34\u6fe1\u308c\uff09\uff0ftheft\uff08\u76d7\u96e3\uff09\uff0fnatural_catastrophe\uff08\u81ea\u7136\u707d\u5bb3\uff09\uff0f\nproduct_liability\uff08\u88fd\u54c1\u306e\u8ce0\u511f\uff09\uff0fpremises_liability\uff08\u65bd\u8a2d\u306e\u8ce0\u511f\uff09\uff0f\nauto_bi\uff08\u81ea\u52d5\u8eca\u306e\u5bfe\u4eba\uff09\uff0fauto_pd\uff08\u81ea\u52d5\u8eca\u306e\u5bfe\u7269\uff09\uff0fworkers_comp\uff08\u52b4\u707d\uff09\uff0fother\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8aac\u660e\u306e\u8a00\u8449\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aac\u660e\u306e\u539f\u6587\u3092 raw \u306b\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300clitigation\u300d\u300csuit\u300d\u300csubrogation\u300d\u300creopened\u300d\u306e\u8a9e\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a9e\u3092 flags \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 2\u3064\u306e\u533a\u5206\u306b\u5f53\u305f\u308a\u3046\u308b\u8aac\u660e\u306f other \u3068\u3057\u3001note \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e8b\u6545\u306e\u91cd\u3055\u3001\u652f\u6255\u306e\u898b\u8fbc\u307f\u3001\u5f15\u53d7\u3078\u306e\u5f71\u97ff\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u4f01\u696d\u55b6\u696d\u90e8\u3067\u3001\u4fdd\u967a\u4ef2\u7acb\u4eba\u306b\u640d\u5bb3\u5c65\u6b74\u306e\u8ffd\u52a0\u3092\u983c\u3080\n\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3092\u4e0b\u66f8\u304d\u3059\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\u6e21\u3055\u308c\u305f\u4e0d\u8db3\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u4e0d\u8db3\u3054\u3068\u306b\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u7a2e\u76ee\u3001\u8a3c\u5238\u756a\u53f7\u3001\u4fdd\u967a\u671f\u9593\u3001\u4e0d\u8db3\u306e\u7406\u7531\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0d\u8db3\u306e\u7406\u7531\u306f\u3001missing_year\uff08\u5e74\u5ea6\u304c\u7121\u3044\uff09\uff0fstale_valuation\uff08\u8a55\u4fa1\u65e5\u304c\u53e4\u3044\uff09\uff0f\n  no_valuation_date\uff08\u8a55\u4fa1\u65e5\u304c\u7121\u3044\uff09\u306e\u3069\u308c\u304b\u3067\u3059\u3002\u7406\u7531\u306b\u5408\u3046\u4f9d\u983c\u306e\u4e00\u6587\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- stale_valuation \u306b\u306f\u3001\u6e21\u3055\u308c\u305f\u8a55\u4fa1\u65e5\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u898b\u7a4d\u306e\u53ef\u5426\u3084\u4fdd\u967a\u6599\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u5e0c\u671b\u65e5\u306f\u3001\u6e21\u3055\u308c\u305f\u65e5\u4ed8\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300clitigation\u300d\u300csubrogation\u300d\u3092\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u307e\u305a\u898b\u308b\u8a9e\u3060\u304b\u3089\u3067\u3059\u3002** \u8a34\u8a1f\u306b\u306a\u3063\u3066\u3044\u308b\u4e8b\u6545\u306f\u672a\u6c7a\u984d\u304c\u52d5\u304d\u3084\u3059\u304f\u3001\u6c42\u511f\u306e\u4e8b\u6545\u306f\u56de\u53ce\u3067\u652f\u6255\u984d\u304c\u6e1b\u308b\u898b\u8fbc\u307f\u304c\u3042\u308a\u307e\u3059\u3002**\u8a9e\u3092\u5199\u3055\u305b\u3066\u304a\u3051\u3070\u3001\u5165\u529b\u8868\u306e\u5927\u304d\u306a\u4e8b\u6545\u306e\u884c\u306b\u5370\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**","output_data":"**\u5165\u529b\u8868\u306e\u6848\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306e\u51fa\u529b\u3082\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"quote_request\": \"Q-2026-1042\",\n  \"line\": \"general_liability\",\n  \"currency\": \"USD\",\n  \"basis\": { \"incurred_includes_expense\": true, \"net_of_deductible\": false, \"net_of_recovery\": true },\n  \"years\": [\n    { \"policy_year\": \"2023-2024\", \"carrier\": \"\", \"valuation_date\": \"2026-06-30\",\n      \"claim_count\": 7, \"open_count\": 2,\n      \"paid\": 182400.00, \"expense\": 21300.00, \"outstanding\": 95000.00, \"incurred\": 298700.00,\n      \"summary_check\": \"matched\", \"source\": \"loss_run | no_loss_letter\" }\n  ],\n  \"large_losses\": [\n    { \"claim_no\": \"\", \"date_of_loss\": \"2024-02-11\", \"status\": \"open\",\n      \"incurred\": 150000.00, \"cause\": \"product_liability\", \"flags\": [\"litigation\"] }\n  ],\n  \"issues\": [ { \"type\": \"missing_year | stale_valuation | summary_mismatch | low_confidence | no_mapping\",\n                \"detail\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`basis` \u3067\u6570\u5b57\u306e\u610f\u5473\u3092\u5165\u529b\u8868\u3068\u4e00\u7dd2\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306f\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u514d\u8cac\u306e\u524d\u304b\u5f8c\u304b\u3092\u898b\u3066\u304b\u3089\u6570\u5b57\u3092\u8aad\u307f\u307e\u3059\u3002**\u610f\u5473\u304c\u9055\u3046\u4fdd\u967a\u4f1a\u793e\u306e\u6570\u5b57\u3092\u540c\u3058\u5e74\u5ea6\u306e\u8868\u306b\u4e26\u3079\u306a\u3044\u3088\u3046\u3001`basis` \u304c\u9055\u3046\u5831\u544a\u66f8\u306f\u5225\u306e\u8868\u306b\u5206\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`source` \u3067\u4e8b\u6545\u304c\u7121\u3044\u5e74\u5ea6\u306e\u6839\u62e0\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u65700\u306e\u5e74\u5ea6\u304c\u3001\u640d\u5bb3\u5c65\u6b74\u306b0\u4ef6\u3068\u66f8\u304b\u308c\u3066\u3044\u305f\u306e\u304b\u3001\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u3067\u793a\u3055\u308c\u305f\u306e\u304b\u3092\u533a\u5225\u3057\u307e\u3059\u3002\n\n| `issues.type` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| missing_year | \u6c42\u3081\u308b\u5e74\u6570\u306e\u4fdd\u967a\u5e74\u5ea6\u306e\u3046\u3061\u3001\u640d\u5bb3\u5c65\u6b74\u3082\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u3082\u7121\u3044\u5e74\u5ea6\u304c\u3042\u308b |\n| stale_valuation | \u8a55\u4fa1\u65e5\u304c\u3001\u898b\u7a4d\u306e\u4f9d\u983c\u306e\u53d7\u4ed8\u65e5\u304b\u3089\u8a2d\u5b9a\u306e\u65e5\u6570\uff08\u4f8b\uff1a90\u65e5\uff09\u3088\u308a\u524d |\n| summary_mismatch | \u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u304c\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u308f\u306a\u3044 |\n| low_confidence | \u91d1\u984d\u306e\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u8a2d\u5b9a\u306e\u5024\u3092\u4e0b\u56de\u308b |\n| no_mapping | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u304c\u627f\u8a8d\u3055\u308c\u3066\u3044\u306a\u3044 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u4f9d\u983c\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u3092\u30d5\u30a9\u30eb\u30c0\u3067\u6c7a\u3081\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u30fb\u30bb\u30eb\u30fb\u898b\u51fa\u3057\u30fb\u5c0f\u8a08\u30fb\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u4f9d\u983c\u3092\u77e5\u308b |\n| \u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f | \u898b\u7a4d\u306e\u4f9d\u983c\u306e\u60c5\u5831\u3092\u66f8\u304d\u51fa\u3057\u3066\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306e\u6848\u3001\u539f\u56e0\u306e\u533a\u5206\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u55b6\u696d\u306e\u62c5\u5f53\u8005 | \u5165\u529b\u8868\u306e\u6848\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u767b\u9332\u3001\u4ef2\u7acb\u4eba\u3078\u306e\u4f9d\u983c |\n\n**\u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5165\u529b\u8868\u306e\u6848\u3092\u78ba\u304b\u3081\u3066\u767b\u9332\u3059\u308b\u306e\u306f\u55b6\u696d\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u5be9\u67fb\u306e\u6570\u5b57\u306b\u305d\u306e\u307e\u307e\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n**Claude \u3092 Amazon Bedrock \u304b\u3089\u4f7f\u3046\u5834\u5408\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Bedrock \u3067\u306f\u69cb\u9020\u5316\u51fa\u529b\u304c\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","human_review":"**\u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u5165\u529b\u8868\u306e\u6848\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`summary_mismatch` \u306e\u5e74\u5ea6\u3092\u5148\u306b\u898b\u308b** \u2026 \u5c0f\u8a08\u304c\u5408\u308f\u306a\u3044\u5e74\u5ea6\u306f\u5165\u529b\u8868\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u591a\u304f\u306f\u30da\u30fc\u30b8\u306e\u5883\u76ee\u306e\u884c\u843d\u3061\u304b\u3001\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u306e\u7b26\u53f7\u3067\u3059**\n2. **`basis` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u65b0\u3057\u3044\u4fdd\u967a\u4f1a\u793e\u306a\u3089\u3001\u6ce8\u8a18\u3092\u539f\u672c\u3067\u8aad\u3093\u3067\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`missing_year` \u3068 `stale_valuation` \u3092\u78ba\u304b\u3081\u3001\u4f9d\u983c\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059**\n4. **\u5927\u304d\u306a\u4e8b\u6545\u306e\u884c\u3092\u539f\u672c\u3067\u898b\u308b** \u2026 \u91d1\u984d\u3068\u72b6\u614b\u3001flags \u306e\u8a9e\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n5. **\u5165\u529b\u8868\u3092\u767b\u9332\u3057\u3066\u5f15\u53d7\u306b\u56de\u3059** \u2026 \u4e0d\u8db3\u306e\u8cc7\u6599\u3092\u5f85\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u3001\u5165\u529b\u8868\u306e\u5099\u8003\u306b\u66f8\u304d\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u65e5\u306b\u884c\u3044\u307e\u3059\u3002** \u6b20\u3051\u305f\u5e74\u5ea6\u306e\u4f9d\u983c\u306f\u3001\u65e9\u3044\u307b\u3069\u898b\u7a4d\u306e\u671f\u9650\u306b\u9593\u306b\u5408\u3044\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u62c5\u5f53\u8005\u304c\u89e3\u9664\u3057\u3066\u4fdd\u5b58\u3057\u76f4\u3059** |\n| JobStatus \u304c FAILED \u304b PARTIAL_SUCCESS | Warnings \u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u305d\u306e\u30da\u30fc\u30b8\u3060\u3051\u4eba\u304c\u5199\u3059 |\n| \u5c0f\u8a08\u306e\u884c\u304c\u7121\u3044\u5831\u544a\u66f8 | `summary_check` \u3092\u4ed8\u3051\u3089\u308c\u306a\u3044\u3002**\u5168\u4ef6\u3092\u539f\u672c\u3067\u7167\u3089\u3059** |\n| \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3044 | \u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3057\u3001**\u627f\u8a8d\u307e\u3067\u96c6\u8a08\u3092\u6b62\u3081\u308b** |\n| 1\u901a\u306b\u8907\u6570\u306e\u901a\u8ca8\u304c\u6df7\u3056\u308b | \u901a\u8ca8\u3054\u3068\u306b\u5206\u3051\u3066\u96c6\u8a08\u3057\u3001\u63db\u7b97\u306f\u3057\u306a\u3044 |\n| \u767a\u751f\u65e5\u304c\u4fdd\u967a\u671f\u9593\u306e\u5916 | \u4fdd\u967a\u5e74\u5ea6\u3092\u4ed8\u3051\u305a\u306b\u4eba\u3078\u3002**\u8acb\u6c42\u4e8b\u6545\u306e\u57fa\u6e96\u306e\u5951\u7d04\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u540c\u3058\u4e8b\u6545\u304c2\u3064\u306e\u5831\u544a\u66f8\u306b\u8f09\u308b | \u4e8b\u6545\u756a\u53f7\u3067\u7167\u3089\u3057\u3001\u8a55\u4fa1\u65e5\u306e\u65b0\u3057\u3044\u307b\u3046\u3092\u63a1\u308b |\n\n**\u4e0b\u304b\u30892\u884c\u76ee\u306f\u3001\u8ce0\u511f\u306e\u7a2e\u76ee\u3067\u8d77\u304d\u307e\u3059\u3002** \u767a\u751f\u65e5\u3067\u306f\u306a\u304f\u8acb\u6c42\u306e\u65e5\u3067\u4fdd\u967a\u5e74\u5ea6\u304c\u6c7a\u307e\u308b\u5951\u7d04\u304c\u3042\u308a\u3001**\u767a\u751f\u65e5\u3060\u3051\u3067\u5e74\u5ea6\u3092\u4ed8\u3051\u308b\u3068\u5e74\u5ea6\u304c\u305a\u308c\u307e\u3059\u3002** \u5951\u7d04\u306e\u57fa\u6e96\u306f\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306b\u66f8\u304d\u307e\u3059\u3002","log_storage":"- \u640d\u5bb3\u5c65\u6b74\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u4f9d\u983c\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u30fb\u7248\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u30d6\u30ed\u30c3\u30af\u306e\u5168\u6587\u3068\u3001\u7d44\u307f\u7acb\u3066\u305f\u8868\n- \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u3001\u305d\u306e\u6642\u70b9\u306e\u7248\n- \u5165\u529b\u8868\u306e\u6848\uff08`years`\u3001`large_losses`\u3001`issues`\uff09\u3068\u3001\u96c6\u8a08\u306b\u4f7f\u3063\u305f\u4e8b\u6545\u306e\u884c\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240** \u2026 \u3069\u306e\u30bb\u30eb\u306e\u6570\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u4ef2\u7acb\u4eba\u3078\u306e\u4f9d\u983c\u3068\u3001\u8ffd\u52a0\u3067\u5c4a\u3044\u305f\u8cc7\u6599\n- **\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e `summary_mismatch` \u3068\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306a\u3057\u306e\u4ef6\u6570**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u8a2d\u5b9a\u8868\u306e\u624b\u5165\u308c\u306b\u4f7f\u3044\u307e\u3059\u3002** \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u3067\u4e0d\u4e00\u81f4\u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u4f1a\u793e\u306e\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u304b\u3001\u8a2d\u5b9a\u306b\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":90,"after_minutes_per_case":27,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":18,"saved_hours_month":42,"reduction_rate":70,"saved_hours_year":504,"annual_cost_effect":2016000,"summary":"\u6d77\u5916\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u82f1\u6587\u306e\u640d\u5bb3\u5c65\u6b74\uff08Loss Run\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u4e8b\u6545\u3054\u3068\u306e\u91d1\u984d\u3092\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306e\u4e8b\u6545\u4ef6\u6570\u30fb\u652f\u6255\u984d\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u306b\u96c6\u8a08\u3057\u307e\u3059\u3002\u5831\u544a\u66f8\u306e\u5408\u8a08\u3068\u306e\u4e00\u81f4\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055\u3001\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3092\u78ba\u304b\u3081\u3001\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306e\u6848\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u4ef2\u7acb\u4eba\u3084\u9867\u5ba2\u304b\u3089\u5c4a\u3044\u305f\u640d\u5bb3\u5c65\u6b74\u306ePDF\u3092\u3001\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u640d\u5bb3\u5c65\u6b74\u30921\u901a\u305a\u3064\u958b\u304d\u3001\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5\u3092\u66f8\u304d\u51fa\u3059\n3. \u4e8b\u6545\u3054\u3068\u306b\u767a\u751f\u65e5\u30fb\u72b6\u614b\u30fb\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u3092\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3078\u5199\u3059\n4. \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u91d1\u984d\u3092\u5f15\u3044\u305f\u5f8c\u304b\u3092\u3001\u5831\u544a\u66f8\u306e\u6ce8\u8a18\u304b\u3089\u8aad\u307f\u53d6\u308b\n5. \u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u4ef6\u6570\u3068\u91d1\u984d\u3092\u8db3\u3057\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3044\u5831\u544a\u66f8\u3001\u5927\u304d\u306a\u4e8b\u6545\u3092\u62fe\u3044\u3001\u4ef2\u7acb\u4eba\u306b\u8ffd\u52a0\u306e\u8cc7\u6599\u3092\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u983c\u3080\n7. \u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306b\u5e74\u5ea6\u3054\u3068\u306e\u6570\u5b57\u3068\u5927\u304d\u306a\u4e8b\u6545\u3092\u5165\u308c\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306b\u56de\u3059\n\n**\uff08a\uff09\u5199\u3059\u3060\u3051\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u4e8b\u6545\u306e\u591a\u3044\u7a2e\u76ee\uff08\u81ea\u52d5\u8eca\u3084\u52b4\u707d\u4e0a\u4e57\u305b\uff09\u306e\u640d\u5bb3\u5c65\u6b74\u306f\u3001**1\u5e74\u3067\u6570\u5341\u4ef6\u306e\u4e8b\u6545\u304c\u4e26\u3073\u30015\u5e74\u306710\u30da\u30fc\u30b8\u3092\u8d85\u3048\u307e\u3059\u3002** \u5199\u3057\u9593\u9055\u3044\u306f\u3001\u5c0f\u8a08\u3068\u5408\u308f\u306a\u3044\u3068\u3053\u308d\u3067\u521d\u3081\u3066\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u6570\u5b57\u306e\u610f\u5473\u304c\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u3002** \u8cbb\u7528\u3092\u767a\u751f\u984d\u306b\u542b\u3080\u304b\u3001\u514d\u8cac\u91d1\u984d\u3092\u5f15\u304f\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\uff08\u6c42\u511f\u30fb\u6b8b\u5b58\u7269\uff09\u3092\u5dee\u3057\u5f15\u304f\u304b\u3002**\u6ce8\u8a18\u306f\u5831\u544a\u66f8\u306e\u672b\u5c3e\u306e\u5c0f\u3055\u306a\u6587\u5b57\u3067\u3001\u8aad\u307f\u98db\u3070\u3059\u3068\u5e74\u5ea6\u306e\u9593\u3067\u610f\u5473\u306e\u9055\u3046\u6570\u5b57\u304c\u4e26\u3073\u307e\u3059\u3002**\n\n**\uff08c\uff09\u8a55\u4fa1\u65e5\u306e\u53e4\u3055\u3092\u898b\u843d\u3068\u3059\u3002** \u534a\u5e74\u524d\u306e\u8a55\u4fa1\u65e5\u306e\u640d\u5bb3\u5c65\u6b74\u3067\u306f\u3001\u305d\u306e\u5f8c\u306b\u52d5\u3044\u305f\u672a\u6c7a\u984d\u304c\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u898b\u7a4d\u306e\u671f\u9650\u306b\u8ffd\u308f\u308c\u308b\u3068\u3001\u8a55\u4fa1\u65e5\u3092\u898b\u305a\u306b\u6570\u5b57\u3060\u3051\u3092\u5199\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u308b\u3002** 5\u5e74\u5206\u306e\u306f\u305a\u304c4\u5e74\u5206\u3057\u304b\u7121\u3044\u3001\u9014\u4e2d\u3067\u4fdd\u967a\u4f1a\u793e\u304c\u5909\u308f\u3063\u3066\u524d\u306e\u4f1a\u793e\u306e\u5206\u304c\u7121\u3044\u3002**\u5165\u529b\u8868\u3092\u4f5c\u308a\u7d42\u3048\u3066\u304b\u3089\u6c17\u3065\u304d\u3001\u4ef2\u7acb\u4eba\u306b\u983c\u307f\u76f4\u3059\u3068\u3001\u56de\u7b54\u306e\u671f\u9650\u306b\u9593\u306b\u5408\u308f\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u4ef2\u7acb\u4eba\u3084\u9867\u5ba2\u304b\u3089\u5c4a\u3044\u305f\u640d\u5bb3\u5c65\u6b74\u306ePDF\u3092\u3001\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u640d\u5bb3\u5c65\u6b74\u30921\u901a\u305a\u3064\u958b\u304d\u3001\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5\u3092\u66f8\u304d\u51fa\u3059","\u4e8b\u6545\u3054\u3068\u306b\u767a\u751f\u65e5\u30fb\u72b6\u614b\u30fb\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u3092\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3078\u5199\u3059","\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u91d1\u984d\u3092\u5f15\u3044\u305f\u5f8c\u304b\u3092\u3001\u5831\u544a\u66f8\u306e\u6ce8\u8a18\u304b\u3089\u8aad\u307f\u53d6\u308b","\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u4ef6\u6570\u3068\u91d1\u984d\u3092\u8db3\u3057\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b","\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3044\u5831\u544a\u66f8\u3001\u5927\u304d\u306a\u4e8b\u6545\u3092\u62fe\u3044\u3001\u4ef2\u7acb\u4eba\u306b\u8ffd\u52a0\u306e\u8cc7\u6599\u3092\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u983c\u3080","\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306b\u5e74\u5ea6\u3054\u3068\u306e\u6570\u5b57\u3068\u5927\u304d\u306a\u4e8b\u6545\u3092\u5165\u308c\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u3001\u5c4a\u3044\u305f\u640d\u5bb3\u5c65\u6b74\u306ePDF\u3092\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u8868\u3068\u554f\u3044\u5408\u308f\u305b\uff08\u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5\uff09\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u3092\u30bb\u30eb\u304b\u3089\u7d44\u307f\u7acb\u3066\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3068\u7167\u3089\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3051\u308c\u3070\u3001Claude API \u304c\u81ea\u793e\u306e\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3057\u3001\u62c5\u5f53\u8005\u306e\u627f\u8a8d\u3092\u5f85\u3064\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u91d1\u984d\u306e\u610f\u5473\u3092\u305d\u308d\u3048\u3001\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u4ef6\u6570\u3068\u91d1\u984d\u3092\u96c6\u8a08\u3057\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3044\u5831\u544a\u66f8\u3001\u5927\u304d\u306a\u4e8b\u6545\u3001\u518d\u958b\uff08Reopened\uff09\u306e\u4e8b\u6545\u3092\u62fe\u3046\n7. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u4e8b\u6545\u306e\u8aac\u660e\u306e\u82f1\u6587\u3092\u539f\u56e0\u306e\u533a\u5206\u306b\u5206\u3051\u3001\u8db3\u308a\u306a\u3044\u8cc7\u6599\u3092\u4ef2\u7acb\u4eba\u306b\u983c\u3080\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u3001\u5165\u529b\u8868\u306e\u6848\u3068\u62fe\u308f\u308c\u305f\u4e8b\u9805\u3092\u78ba\u304b\u3081\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b\n9. **\u3010\u4eba\u3011** \u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u3001\u5165\u529b\u8868\u3092\u3082\u3068\u306b\u5be9\u67fb\u3059\u308b\uff08\u3044\u307e\u3068\u540c\u3058\uff09\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u304c\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u308f\u306a\u3051\u308c\u3070\u3001\u8aad\u307f\u53d6\u308a\u304b\u8868\u306e\u7d44\u307f\u7acb\u3066\u306b\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002**\u5408\u308f\u306a\u3044\u5e74\u5ea6\u306f\u5165\u529b\u8868\u306b\u5165\u308c\u305a\u3001\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u91d1\u984d\u306e\u610f\u5473\u3092\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u6c7a\u3081\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u300cIncurred \u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u300d\u306f\u5831\u544a\u66f8\u306e\u6ce8\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**AI\u306b\u6ce8\u8a18\u3092\u8aad\u307e\u305b\u3066\u5224\u65ad\u3055\u305b\u308b\u3068\u3001\u5831\u544a\u66f8\u3054\u3068\u306b\u89e3\u91c8\u304c\u63fa\u308c\u307e\u3059\u3002** \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u4e00\u5ea6\u78ba\u304b\u3081\u3066\u8a2d\u5b9a\u306b\u66f8\u304d\u3001\u4ee5\u5f8c\u306f\u305d\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u3001\u5c4a\u3044\u305f\u640d\u5bb3\u5c65\u6b74\u306ePDF\u3092\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u8868\u3068\u554f\u3044\u5408\u308f\u305b\uff08\u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5\uff09\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u3092\u30bb\u30eb\u304b\u3089\u7d44\u307f\u7acb\u3066\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3051\u308c\u3070\u3001Claude API \u304c\u81ea\u793e\u306e\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3057\u3001\u62c5\u5f53\u8005\u306e\u627f\u8a8d\u3092\u5f85\u3064","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u91d1\u984d\u306e\u610f\u5473\u3092\u305d\u308d\u3048\u3001\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u4ef6\u6570\u3068\u91d1\u984d\u3092\u96c6\u8a08\u3057\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3044\u5831\u544a\u66f8\u3001\u5927\u304d\u306a\u4e8b\u6545\u3001\u518d\u958b\uff08Reopened\uff09\u306e\u4e8b\u6545\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u4e8b\u6545\u306e\u8aac\u660e\u306e\u82f1\u6587\u3092\u539f\u56e0\u306e\u533a\u5206\u306b\u5206\u3051\u3001\u8db3\u308a\u306a\u3044\u8cc7\u6599\u3092\u4ef2\u7acb\u4eba\u306b\u983c\u3080\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u3001\u5165\u529b\u8868\u306e\u6848\u3068\u62fe\u308f\u308c\u305f\u4e8b\u9805\u3092\u78ba\u304b\u3081\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u3001\u5165\u529b\u8868\u3092\u3082\u3068\u306b\u5be9\u67fb\u3059\u308b\uff08\u3044\u307e\u3068\u540c\u3058\uff09"],"architecture":"```\n\u640d\u5bb3\u5c65\u6b74\uff08\u82f1\u6587\u306ePDF\u3002\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u30fb\u7a2e\u76ee\u3054\u3068\uff09\n   \u2502  \u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u5834\u6240\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 StartDocumentAnalysis\uff08FeatureTypes\uff1aTABLES\u3001QUERIES\uff09\n   \u25bc\nAWS Textract\uff08\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\uff09\u2500\u2500 \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 GetDocumentAnalysis\uff08NextToken \u3067\u30da\u30fc\u30b8\u3092\u9001\u308b\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u8868\u306e\u7d44\u307f\u7acb\u3066\u3001\u898b\u51fa\u3057\u3068\u4fdd\u967a\u4f1a\u793e\u306e\u8a2d\u5b9a\u306e\u7167\u5408\n   \u251c\u2500\u2500\u25b6 Claude API\uff1a\u8a2d\u5b9a\u306b\u7121\u3044\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\uff08\u627f\u8a8d\u5f85\u3061\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u91d1\u984d\u306e\u610f\u5473\u3092\u305d\u308d\u3048\u3001\u5e74\u5ea6\u3054\u3068\u306b\u96c6\u8a08\u3001\u5c0f\u8a08\u3068\u306e\u7167\u5408\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u53e4\u3044\u8a55\u4fa1\u65e5\u30fb\u5927\u304d\u306a\u4e8b\u6545\u30fb\u518d\u958b\u306e\u4e8b\u6545\n   \u2514\u2500\u2500\u25b6 Claude API\uff1a\u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206\u3001\u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306e\u6848\uff08\u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\uff09\n   \u25bc\n\u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f\u3078\uff08\u62c5\u5f53\u8005\u304c\u767b\u9332\uff09\uff0f\u4ef2\u7acb\u4eba\u3078\u306e\u4f9d\u983c\uff08\u62c5\u5f53\u8005\u304c\u9001\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\u3002TABLES \u3068 QUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206\u3001\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u96c6\u8a08 | Python\uff08\u8868\u306e\u7d44\u307f\u7acb\u3066\u3001\u91d1\u984d\u306e\u610f\u5473\u306e\u8abf\u6574\u3001\u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u3068\u7167\u5408\uff09 | \u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f\u306e\u53d6\u308a\u8fbc\u307f\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u640d\u5bb3\u5c65\u6b74\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u5165\u529b\u8868\u306e\u6848\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u571f\u53f0\u306f\u3001AWS Textract \u306e\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\u3067\u3059\u3002** \u640d\u5bb3\u5c65\u6b74\u306f\u8907\u6570\u30da\u30fc\u30b8\u306ePDF\u306a\u306e\u3067\u3001**\u540c\u671f\u306e\u51e6\u7406\uff08PDF\u306f1\u30da\u30fc\u30b8\u307e\u3067\uff09\u3067\u306f\u306a\u304f\u3001\u975e\u540c\u671f\u306e StartDocumentAnalysis \u3092\u4f7f\u3044\u307e\u3059\u3002** \u975e\u540c\u671f\u3067\u306fPDF\u304c500MB\u30683,000\u30da\u30fc\u30b8\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**Textract \u3092\u9078\u3079\u308b\u306e\u306f\u3001\u640d\u5bb3\u5c65\u6b74\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306f**\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e**\u3067\u3059\u3002**\u8868\u306e\u8aad\u307f\u53d6\u308a\u3067\u306f\u3001\u5217\u306e\u898b\u51fa\u3057\u3084\u5c0f\u8a08\u306e\u30bb\u30eb\u306b\u7a2e\u985e\u304c\u4ed8\u3044\u3066\u8fd4\u308b**\u306e\u3067\u3001\u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306e\u5c0f\u8a08\u3092\u53d6\u308a\u51fa\u3057\u3066\u7167\u3089\u3059\u51e6\u7406\u3092\u7d44\u307f\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5165\u529b\u8868\u306e\u6848\u306f\u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u767b\u9332\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u898b\u7a4d\u306e\u4f9d\u983c\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a9\u30eb\u30c0\u306f `lossrun\/<\u898b\u7a4d\u306e\u4f9d\u983c\u756a\u53f7>\/<\u4fdd\u967a\u4f1a\u793e\u306e\u8a18\u53f7>\/<\u7a2e\u76ee>\/` \u306e\u5f62\u306b\u3057\u3001**\u3069\u306e\u4f9d\u983c\u306e\u3069\u306e\u4fdd\u967a\u4f1a\u793e\u306e\u3069\u306e\u7a2e\u76ee\u304b\u3092\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4fdd\u967a\u4f1a\u793e\u3068\u7a2e\u76ee\u3092\u5831\u544a\u66f8\u304b\u3089\u8aad\u307f\u53d6\u3063\u3066\u6c7a\u3081\u308b\u3068\u3001\u540c\u3058\u4fdd\u967a\u4f1a\u793e\u306e\u5225\u306e\u7a2e\u76ee\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u4f9d\u983c\u756a\u53f7\uff0b\u4fdd\u967a\u4f1a\u793e\u306e\u8a18\u53f7\uff0b\u7a2e\u76ee\uff0b\u7248\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u306b\u5165\u308c\u305f\u4f9d\u983c\u756a\u53f7\u3067\u3069\u306e\u4f9d\u983c\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u96c6\u8a08\u306f\u3001\u62c5\u5f53\u8005\u304c\u300c\u3053\u306e\u4f9d\u983c\u306e\u640d\u5bb3\u5c65\u6b74\u306f\u305d\u308d\u3063\u305f\u300d\u3068\u5370\u3092\u4ed8\u3051\u3066\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\u5c4a\u3044\u305f\u5206\u3060\u3051\u3067\u96c6\u8a08\u3059\u308b\u3068\u3001\u6b20\u3051\u305f\u5e74\u5ea6\u3092\u300c\u4e8b\u6545\u304c\u7121\u3044\u5e74\u5ea6\u300d\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u640d\u5bb3\u5c65\u6b74 | \u4e8b\u6545\u3054\u3068\u306e\u4e8b\u6545\u756a\u53f7\u30fb\u767a\u751f\u65e5\u30fb\u72b6\u614b\u30fb\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u30fb\u56de\u53ce\u984d\u30fb\u8aac\u660e\u3002\u5e74\u5ea6\u3054\u3068\u306e\u5c0f\u8a08\u3001\u5408\u8a08\u3001\u8a55\u4fa1\u65e5\u3001\u6ce8\u8a18 | \u4ef2\u7acb\u4eba\u3084\u9867\u5ba2\u304b\u3089\u5c4a\u304fPDF |\n| \u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762 | \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u671f\u9593\u30fb\u300c\u4e8b\u6545\u306e\u5831\u544a\u306a\u3057\u300d\u306e\u8a18\u8f09\u30fb\u4f5c\u6210\u65e5 | \u540c\u4e0a |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u30fb\u30bb\u30eb\u30fb\u5217\u306e\u898b\u51fa\u3057\u30fb\u5c0f\u8a08\u306e\u884c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u5404\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a | \u5217\u306e\u898b\u51fa\u3057\u3068\u81ea\u793e\u306e\u9805\u76ee\u306e\u5bfe\u5fdc\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u91d1\u984d\u306e\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\u3092\u5dee\u3057\u5f15\u304f\u304b\u3001\u65e5\u4ed8\u306e\u9806 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8a2d\u5b9a\u8868 |\n| \u898b\u7a4d\u306e\u4f9d\u983c\u306e\u60c5\u5831 | \u4f9d\u983c\u756a\u53f7\u3001\u9867\u5ba2\u540d\u3001\u7a2e\u76ee\u3001\u6c42\u3081\u308b\u5e74\u6570\uff08\u901a\u5e385\u5e74\uff09\u3001\u5927\u304d\u306a\u4e8b\u6545\u3068\u307f\u306a\u3059\u91d1\u984d | \u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u300c\u91d1\u984d\u306e\u610f\u5473\u300d\u306e\u5217\u3067\u3059\u3002** \u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u306e\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\u3092\u5dee\u3057\u5f15\u304f\u304b\u3002**\u3053\u306e3\u3064\u304c\u6c7a\u307e\u3063\u3066\u3044\u308c\u3070\u3001\u610f\u5473\u306e\u9055\u3046\u6570\u5b57\u3092\u540c\u3058\u5217\u306b\u4e26\u3079\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u65b0\u3057\u3044\u4fdd\u967a\u4f1a\u793e\u306e\u640d\u5bb3\u5c65\u6b74\u304c\u6765\u305f\u3089\u3001\u6700\u521d\u306e1\u901a\u3067\u62c5\u5f53\u8005\u304c\u6ce8\u8a18\u3092\u8aad\u3093\u3067\u8a2d\u5b9a\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u65e5\u4ed8\u306e\u9806\u3082\u8a2d\u5b9a\u306b\u5165\u308c\u307e\u3059\u3002** \u7c73\u56fd\u306e\u4fdd\u967a\u4f1a\u793e\u306f\u6708\u30fb\u65e5\u30fb\u5e74\u306e\u9806\u3001\u6b27\u5dde\u306e\u4fdd\u967a\u4f1a\u793e\u306f\u65e5\u30fb\u6708\u30fb\u5e74\u306e\u9806\u3067\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u300c03\/04\/2024\u300d\u304c3\u67084\u65e5\u304b4\u67083\u65e5\u304b\u3067\u3001\u4e8b\u6545\u306e\u4fdd\u967a\u5e74\u5ea6\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8868\u3068\u30bb\u30eb | GetDocumentAnalysis \u306e TABLE \u3068 CELL \u306e\u30d6\u30ed\u30c3\u30af | \u4e8b\u6545\u3054\u3068\u306e\u884c\u3068\u5404\u5217\u306e\u91d1\u984d |\n| \u5217\u306e\u898b\u51fa\u3057 | EntityTypes \u304c COLUMN_HEADER \u306e\u30bb\u30eb | \u4fdd\u967a\u4f1a\u793e\u306e\u8a2d\u5b9a\u306e\u898b\u51fa\u3057\u3068\u7167\u3089\u3059 |\n| \u5c0f\u8a08\u3068\u5408\u8a08\u306e\u884c | EntityTypes \u304c TABLE_SUMMARY \u306e\u30bb\u30eb\u3001\u307e\u305f\u306f TABLE_FOOTER | \u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u3068\u7167\u3089\u3059 |\n| \u5e74\u5ea6\u306e\u533a\u5207\u308a | EntityTypes \u304c TABLE_SECTION_TITLE \u306e\u30bb\u30eb | \u4fdd\u967a\u5e74\u5ea6\u3054\u3068\u306b\u8868\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u5831\u544a\u66f8\u306e\u533a\u5207\u308a |\n| \u4fdd\u967a\u4f1a\u793e\u30fb\u8a3c\u5238\u756a\u53f7\u30fb\u4fdd\u967a\u671f\u9593\u30fb\u8a55\u4fa1\u65e5 | QUERIES \u306e QUERY_RESULT | \u4fdd\u5b58\u3057\u305f\u5834\u6240\u306e\u60c5\u5831\u3068\u306e\u7167\u5408\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055 |\n| \u30bb\u30eb\u306e\u4fe1\u983c\u5ea6 | CELL \u3068 WORD \u306e Confidence | \u4f4e\u3044\u30bb\u30eb\u3092\u4eba\u306b\u56de\u3059 |\n\n**\u8868\u306f\u3001CELL \u306e\u30d6\u30ed\u30c3\u30af\u306e RowIndex \u3068 ColumnIndex \u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8868\u306f TABLE \u306e\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u8fd4\u308a\u3001**\u5404\u30bb\u30eb\u306f CELL \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8868\u306e\u4e2d\u306e\u4f4d\u7f6e\u306e\u60c5\u5831\u3092\u6301\u3064**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb\u306f MERGED_CELL \u3067\u793a\u3055\u308c\u307e\u3059\u3002**\u8a3c\u5238\u3054\u3068\u306b\u898b\u51fa\u3057\u306e\u884c\u304c\u5165\u308b\u5831\u544a\u66f8\u306f\u3001TABLE_SECTION_TITLE \u306e\u30bb\u30eb\u3067\u533a\u5207\u308a\u3092\u77e5\u308a\u307e\u3059\u3002**\n\n**\u7d50\u679c\u306f1\u56de\u306b\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u305a\u3064\u8fd4\u308a\u307e\u3059\u3002** NextToken \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u7d9a\u3051\u3001**\u5168\u30da\u30fc\u30b8\u5206\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u8868\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u9014\u4e2d\u3067\u7d44\u307f\u7acb\u3066\u308b\u3068\u3001\u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u4e8b\u6545\u306e\u884c\u304c\u843d\u3061\u307e\u3059\u3002\n\n**\u8a55\u4fa1\u65e5\u3068\u8a3c\u5238\u756a\u53f7\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u3001\u975e\u540c\u671f\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067\u3067\u3059\u3002**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u8a55\u4fa1\u65e5\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5831\u544a\u66f8\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the valuation date or run date? | VALUATION_DATE |\n| What is the insurance company name? | CARRIER |\n| What is the policy number? | POLICY_NO |\n| What is the policy period? | POLICY_PERIOD |\n| Who is the named insured? | INSURED |\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u307e\u305b\u3093\u3002** \u89e3\u9664\u3057\u3066\u4fdd\u5b58\u3057\u76f4\u3057\u307e\u3059\n3. **\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u306e\u5224\u5225** \u2026 \u8868\u304c\u7121\u304f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u4fdd\u967a\u671f\u9593\u304c\u53d6\u308c\u305f\u66f8\u9762\u306f\u3001\u4e8b\u6545\u306e\u7121\u3044\u5e74\u5ea6\u306e\u8a3c\u660e\u3068\u3057\u3066\u5225\u306b\u6271\u3044\u307e\u3059\n4. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u9023\u7d50** \u2026 \u898b\u51fa\u3057\u304c\u540c\u3058\u306a\u30891\u3064\u306e\u8868\u3068\u3057\u3066\u7d9a\u3051\u3001**\u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u898b\u51fa\u3057\u306e\u884c\u306f\u843d\u3068\u3057\u307e\u3059**\n5. **\u6570\u3068\u65e5\u4ed8\u306e\u6574\u3048** \u2026 \u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\uff08\u8ca0\u306e\u6570\uff09\u3001\u901a\u8ca8\u306e\u8a18\u53f7\u3001\u6841\u533a\u5207\u308a\u3092\u6570\u5024\u306b\u76f4\u3057\u3001\u65e5\u4ed8\u3092\u8a2d\u5b9a\u306e\u9806\u3067\u8aad\u307f\u307e\u3059\n6. **\u4fdd\u967a\u5e74\u5ea6\u306e\u4ed8\u4e0e** \u2026 \u4e8b\u6545\u306e\u767a\u751f\u65e5\u3068\u8a3c\u5238\u306e\u4fdd\u967a\u671f\u9593\u304b\u3089\u3001\u5404\u4e8b\u6545\u306b\u4fdd\u967a\u5e74\u5ea6\u3092\u4ed8\u3051\u307e\u3059\n7. **\u5c0f\u8a08\u306e\u7167\u5408** \u2026 \u5e74\u5ea6\u3054\u3068\u306b\u8db3\u3057\u305f\u984d\u3092\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u6bd4\u3079\u307e\u3059\n\n**5\u756a\u76ee\u306e\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u56de\u53ce\u3084\u5099\u91d1\u306e\u53d6\u5d29\u3057\u306f\u300c(12,500)\u300d\u306e\u3088\u3046\u306b\u62ec\u5f27\u3067\u793a\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u62ec\u5f27\u3092\u843d\u3068\u3057\u3066\u6b63\u306e\u6570\u3068\u3057\u3066\u8db3\u3059\u3068\u3001\u652f\u6255\u984d\u304c\u5b9f\u969b\u3088\u308a\u5927\u304d\u304f\u898b\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8a00\u8449\u3092\u6271\u30463\u3064\u306e\u4ed5\u4e8b\u3060\u3051\u3067\u3059\u3002** \u6570\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u91d1\u984d\u306e\u610f\u5473\u306e\u8abf\u6574\u3068\u96c6\u8a08\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5217\u306e\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848 | \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3044\u3068\u304d\u3060\u3051\u3001\u81ea\u793e\u306e\u9805\u76ee\uff08\u652f\u6255\u984d\u30fb\u8cbb\u7528\u30fb\u672a\u6c7a\u984d\u30fb\u767a\u751f\u984d\u30fb\u56de\u53ce\u984d\u30fb\u72b6\u614b\u30fb\u767a\u751f\u65e5\uff09\u3078\u306e\u5bfe\u5fdc\u306e\u6848\u3092\u51fa\u3059 | \u6c7a\u3081\u3089\u308c\u306a\u3044\u898b\u51fa\u3057\u306f\u300c\u5bfe\u5fdc\u306a\u3057\u300d |\n| \u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206 | \u4e8b\u6545\u306e\u8aac\u660e\u306e\u82f1\u6587\u3092\u3001\u706b\u707d\uff0f\u6c34\u6fe1\u308c\uff0f\u76d7\u96e3\uff0f\u81ea\u7136\u707d\u5bb3\uff0f\u88fd\u54c1\u306e\u8ce0\u511f\uff0f\u65bd\u8a2d\u306e\u8ce0\u511f\uff0f\u81ea\u52d5\u8eca\u306e\u5bfe\u4eba\uff0f\u81ea\u52d5\u8eca\u306e\u5bfe\u7269\uff0f\u52b4\u707d\uff0f\u305d\u306e\u4ed6\u306b\u5206\u3051\u308b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 other \u3068\u539f\u6587 |\n| \u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u53e4\u3044\u8a55\u4fa1\u65e5\u30fb\u8a55\u4fa1\u65e5\u306e\u7121\u3044\u5831\u544a\u66f8\u3054\u3068\u306b\u3001\u4ef2\u7acb\u4eba\u306b\u983c\u3080\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u3054\u3068\u306e\u5b9a\u578b\u306e\u6587\u306b\u9650\u308b |\n\n**2\u884c\u76ee\u306f\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u4e8b\u6545\u306e\u50be\u5411\u3092\u898b\u308b\u305f\u3081\u306e\u88dc\u52a9\u3067\u3059\u3002** \u540c\u3058\u539f\u56e0\u306e\u4e8b\u6545\u304c\u5e74\u5ea6\u3092\u307e\u305f\u3044\u3067\u7d9a\u3044\u3066\u3044\u308c\u3070\u3001**\u9632\u707d\u3084\u5b89\u5168\u306e\u5bfe\u7b56\u3092\u9867\u5ba2\u306b\u805e\u304f\u304d\u3063\u304b\u3051\u306b\u306a\u308a\u307e\u3059\u3002** \u533a\u5206\u305d\u306e\u3082\u306e\u3092\u5be9\u67fb\u306e\u6570\u5b57\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8aad\u307f\u66ff\u3048\u3068\u96c6\u8a08 | \u62ec\u5f27\u3084\u6841\u533a\u5207\u308a\u3092\u63a8\u3057\u91cf\u308b\u3068\u3001\u7b26\u53f7\u3068\u6841\u304c\u305a\u308c\u308b |\n| \u91d1\u984d\u306e\u610f\u5473\uff08\u8cbb\u7528\u3092\u542b\u3080\u304b\u7b49\uff09\u306e\u5224\u65ad | \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u6c7a\u3081\u308b\u3002\u5831\u544a\u66f8\u3054\u3068\u306b\u89e3\u91c8\u3092\u63fa\u3089\u3055\u306a\u3044 |\n| \u672a\u6c7a\u984d\u306e\u59a5\u5f53\u6027\u3084\u5c06\u6765\u306e\u652f\u6255\u306e\u898b\u8fbc\u307f | \u5099\u91d1\u306e\u898b\u8fbc\u307f\u306f\u5f15\u53d7\u3068\u640d\u5bb3\u306e\u62c5\u5f53\u304c\u5224\u65ad\u3059\u308b |\n| \u5f15\u53d7\u306e\u53ef\u5426\u3084\u4fdd\u967a\u6599\u3078\u306e\u610f\u898b | \u5be9\u67fb\u306f\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306e\u4ed5\u4e8b |\n| \u6b20\u3051\u305f\u5e74\u5ea6\u3092\u300c\u4e8b\u6545\u306a\u3057\u300d\u3068\u307f\u306a\u3059 | \u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u304c\u5c4a\u304f\u307e\u3067\u6b20\u3051\u3068\u3057\u3066\u6271\u3046 |\n\n**3\u884c\u76ee\u3092\u5916\u3059\u306e\u306f\u3001\u672a\u6c7a\u984d\u306e\u8a55\u4fa1\u304c\u640d\u5bb3\u4fdd\u967a\u306e\u5c02\u9580\u306e\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002** AI\u306b\u300c\u3053\u306e\u672a\u6c7a\u984d\u306f\u5c11\u306a\u3059\u304e\u306a\u3044\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u610f\u898b\u3092\u8fd4\u3057\u307e\u3059\u3002**\u5165\u529b\u8868\u306b\u306f\u8aad\u307f\u53d6\u3063\u305f\u6570\u5b57\u3060\u3051\u3092\u5165\u308c\u3001\u8a55\u4fa1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n\u4e8b\u6545\u306e\u539f\u56e0\u306e\u533a\u5206\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u4f01\u696d\u55b6\u696d\u90e8\u3067\u3001\u6d77\u5916\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u640d\u5bb3\u5c65\u6b74\u306e\n\u4e8b\u6545\u306e\u8aac\u660e\u3092\u539f\u56e0\u306e\u533a\u5206\u306b\u5206\u3051\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u4e8b\u6545\u306e\u8aac\u660e\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u6c0f\u540d\u306f\u4f0f\u305b\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u533a\u5206\u3011\nfire\uff08\u706b\u707d\uff09\uff0fwater\uff08\u6c34\u6fe1\u308c\uff09\uff0ftheft\uff08\u76d7\u96e3\uff09\uff0fnatural_catastrophe\uff08\u81ea\u7136\u707d\u5bb3\uff09\uff0f\nproduct_liability\uff08\u88fd\u54c1\u306e\u8ce0\u511f\uff09\uff0fpremises_liability\uff08\u65bd\u8a2d\u306e\u8ce0\u511f\uff09\uff0f\nauto_bi\uff08\u81ea\u52d5\u8eca\u306e\u5bfe\u4eba\uff09\uff0fauto_pd\uff08\u81ea\u52d5\u8eca\u306e\u5bfe\u7269\uff09\uff0fworkers_comp\uff08\u52b4\u707d\uff09\uff0fother\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8aac\u660e\u306e\u8a00\u8449\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aac\u660e\u306e\u539f\u6587\u3092 raw \u306b\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300clitigation\u300d\u300csuit\u300d\u300csubrogation\u300d\u300creopened\u300d\u306e\u8a9e\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a9e\u3092 flags \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- 2\u3064\u306e\u533a\u5206\u306b\u5f53\u305f\u308a\u3046\u308b\u8aac\u660e\u306f other \u3068\u3057\u3001note \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e8b\u6545\u306e\u91cd\u3055\u3001\u652f\u6255\u306e\u898b\u8fbc\u307f\u3001\u5f15\u53d7\u3078\u306e\u5f71\u97ff\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u4f01\u696d\u55b6\u696d\u90e8\u3067\u3001\u4fdd\u967a\u4ef2\u7acb\u4eba\u306b\u640d\u5bb3\u5c65\u6b74\u306e\u8ffd\u52a0\u3092\u983c\u3080\n\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3092\u4e0b\u66f8\u304d\u3059\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\u6e21\u3055\u308c\u305f\u4e0d\u8db3\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u4e0d\u8db3\u3054\u3068\u306b\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u7a2e\u76ee\u3001\u8a3c\u5238\u756a\u53f7\u3001\u4fdd\u967a\u671f\u9593\u3001\u4e0d\u8db3\u306e\u7406\u7531\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e0d\u8db3\u306e\u7406\u7531\u306f\u3001missing_year\uff08\u5e74\u5ea6\u304c\u7121\u3044\uff09\uff0fstale_valuation\uff08\u8a55\u4fa1\u65e5\u304c\u53e4\u3044\uff09\uff0f\n  no_valuation_date\uff08\u8a55\u4fa1\u65e5\u304c\u7121\u3044\uff09\u306e\u3069\u308c\u304b\u3067\u3059\u3002\u7406\u7531\u306b\u5408\u3046\u4f9d\u983c\u306e\u4e00\u6587\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- stale_valuation \u306b\u306f\u3001\u6e21\u3055\u308c\u305f\u8a55\u4fa1\u65e5\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u898b\u7a4d\u306e\u53ef\u5426\u3084\u4fdd\u967a\u6599\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u306e\u5e0c\u671b\u65e5\u306f\u3001\u6e21\u3055\u308c\u305f\u65e5\u4ed8\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300clitigation\u300d\u300csubrogation\u300d\u3092\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u307e\u305a\u898b\u308b\u8a9e\u3060\u304b\u3089\u3067\u3059\u3002** \u8a34\u8a1f\u306b\u306a\u3063\u3066\u3044\u308b\u4e8b\u6545\u306f\u672a\u6c7a\u984d\u304c\u52d5\u304d\u3084\u3059\u304f\u3001\u6c42\u511f\u306e\u4e8b\u6545\u306f\u56de\u53ce\u3067\u652f\u6255\u984d\u304c\u6e1b\u308b\u898b\u8fbc\u307f\u304c\u3042\u308a\u307e\u3059\u3002**\u8a9e\u3092\u5199\u3055\u305b\u3066\u304a\u3051\u3070\u3001\u5165\u529b\u8868\u306e\u5927\u304d\u306a\u4e8b\u6545\u306e\u884c\u306b\u5370\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u5165\u529b\u8868\u306e\u6848\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306e\u51fa\u529b\u3082\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"quote_request\": \"Q-2026-1042\",\n  \"line\": \"general_liability\",\n  \"currency\": \"USD\",\n  \"basis\": { \"incurred_includes_expense\": true, \"net_of_deductible\": false, \"net_of_recovery\": true },\n  \"years\": [\n    { \"policy_year\": \"2023-2024\", \"carrier\": \"\", \"valuation_date\": \"2026-06-30\",\n      \"claim_count\": 7, \"open_count\": 2,\n      \"paid\": 182400.00, \"expense\": 21300.00, \"outstanding\": 95000.00, \"incurred\": 298700.00,\n      \"summary_check\": \"matched\", \"source\": \"loss_run | no_loss_letter\" }\n  ],\n  \"large_losses\": [\n    { \"claim_no\": \"\", \"date_of_loss\": \"2024-02-11\", \"status\": \"open\",\n      \"incurred\": 150000.00, \"cause\": \"product_liability\", \"flags\": [\"litigation\"] }\n  ],\n  \"issues\": [ { \"type\": \"missing_year | stale_valuation | summary_mismatch | low_confidence | no_mapping\",\n                \"detail\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`basis` \u3067\u6570\u5b57\u306e\u610f\u5473\u3092\u5165\u529b\u8868\u3068\u4e00\u7dd2\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306f\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u514d\u8cac\u306e\u524d\u304b\u5f8c\u304b\u3092\u898b\u3066\u304b\u3089\u6570\u5b57\u3092\u8aad\u307f\u307e\u3059\u3002**\u610f\u5473\u304c\u9055\u3046\u4fdd\u967a\u4f1a\u793e\u306e\u6570\u5b57\u3092\u540c\u3058\u5e74\u5ea6\u306e\u8868\u306b\u4e26\u3079\u306a\u3044\u3088\u3046\u3001`basis` \u304c\u9055\u3046\u5831\u544a\u66f8\u306f\u5225\u306e\u8868\u306b\u5206\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`source` \u3067\u4e8b\u6545\u304c\u7121\u3044\u5e74\u5ea6\u306e\u6839\u62e0\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u65700\u306e\u5e74\u5ea6\u304c\u3001\u640d\u5bb3\u5c65\u6b74\u306b0\u4ef6\u3068\u66f8\u304b\u308c\u3066\u3044\u305f\u306e\u304b\u3001\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u3067\u793a\u3055\u308c\u305f\u306e\u304b\u3092\u533a\u5225\u3057\u307e\u3059\u3002\n\n| `issues.type` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| missing_year | \u6c42\u3081\u308b\u5e74\u6570\u306e\u4fdd\u967a\u5e74\u5ea6\u306e\u3046\u3061\u3001\u640d\u5bb3\u5c65\u6b74\u3082\u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u3082\u7121\u3044\u5e74\u5ea6\u304c\u3042\u308b |\n| stale_valuation | \u8a55\u4fa1\u65e5\u304c\u3001\u898b\u7a4d\u306e\u4f9d\u983c\u306e\u53d7\u4ed8\u65e5\u304b\u3089\u8a2d\u5b9a\u306e\u65e5\u6570\uff08\u4f8b\uff1a90\u65e5\uff09\u3088\u308a\u524d |\n| summary_mismatch | \u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u304c\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u308f\u306a\u3044 |\n| low_confidence | \u91d1\u984d\u306e\u30bb\u30eb\u306e\u4fe1\u983c\u5ea6\u304c\u8a2d\u5b9a\u306e\u5024\u3092\u4e0b\u56de\u308b |\n| no_mapping | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u304c\u627f\u8a8d\u3055\u308c\u3066\u3044\u306a\u3044 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u4f9d\u983c\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u3092\u30d5\u30a9\u30eb\u30c0\u3067\u6c7a\u3081\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u30fb\u30bb\u30eb\u30fb\u898b\u51fa\u3057\u30fb\u5c0f\u8a08\u30fb\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u4f9d\u983c\u3092\u77e5\u308b |\n| \u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f | \u898b\u7a4d\u306e\u4f9d\u983c\u306e\u60c5\u5831\u3092\u66f8\u304d\u51fa\u3057\u3066\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306e\u6848\u3001\u539f\u56e0\u306e\u533a\u5206\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u55b6\u696d\u306e\u62c5\u5f53\u8005 | \u5165\u529b\u8868\u306e\u6848\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u767b\u9332\u3001\u4ef2\u7acb\u4eba\u3078\u306e\u4f9d\u983c |\n\n**\u5f15\u53d7\u5be9\u67fb\u306e\u4ed5\u7d44\u307f\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5165\u529b\u8868\u306e\u6848\u3092\u78ba\u304b\u3081\u3066\u767b\u9332\u3059\u308b\u306e\u306f\u55b6\u696d\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u5be9\u67fb\u306e\u6570\u5b57\u306b\u305d\u306e\u307e\u307e\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n**Claude \u3092 Amazon Bedrock \u304b\u3089\u4f7f\u3046\u5834\u5408\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Bedrock \u3067\u306f\u69cb\u9020\u5316\u51fa\u529b\u304c\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u5165\u529b\u8868\u306e\u6848\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`summary_mismatch` \u306e\u5e74\u5ea6\u3092\u5148\u306b\u898b\u308b** \u2026 \u5c0f\u8a08\u304c\u5408\u308f\u306a\u3044\u5e74\u5ea6\u306f\u5165\u529b\u8868\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u591a\u304f\u306f\u30da\u30fc\u30b8\u306e\u5883\u76ee\u306e\u884c\u843d\u3061\u304b\u3001\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u306e\u7b26\u53f7\u3067\u3059**\n2. **`basis` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u65b0\u3057\u3044\u4fdd\u967a\u4f1a\u793e\u306a\u3089\u3001\u6ce8\u8a18\u3092\u539f\u672c\u3067\u8aad\u3093\u3067\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`missing_year` \u3068 `stale_valuation` \u3092\u78ba\u304b\u3081\u3001\u4f9d\u983c\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059**\n4. **\u5927\u304d\u306a\u4e8b\u6545\u306e\u884c\u3092\u539f\u672c\u3067\u898b\u308b** \u2026 \u91d1\u984d\u3068\u72b6\u614b\u3001flags \u306e\u8a9e\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n5. **\u5165\u529b\u8868\u3092\u767b\u9332\u3057\u3066\u5f15\u53d7\u306b\u56de\u3059** \u2026 \u4e0d\u8db3\u306e\u8cc7\u6599\u3092\u5f85\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u3001\u5165\u529b\u8868\u306e\u5099\u8003\u306b\u66f8\u304d\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u65e5\u306b\u884c\u3044\u307e\u3059\u3002** \u6b20\u3051\u305f\u5e74\u5ea6\u306e\u4f9d\u983c\u306f\u3001\u65e9\u3044\u307b\u3069\u898b\u7a4d\u306e\u671f\u9650\u306b\u9593\u306b\u5408\u3044\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u62c5\u5f53\u8005\u304c\u89e3\u9664\u3057\u3066\u4fdd\u5b58\u3057\u76f4\u3059** |\n| JobStatus \u304c FAILED \u304b PARTIAL_SUCCESS | Warnings \u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u305d\u306e\u30da\u30fc\u30b8\u3060\u3051\u4eba\u304c\u5199\u3059 |\n| \u5c0f\u8a08\u306e\u884c\u304c\u7121\u3044\u5831\u544a\u66f8 | `summary_check` \u3092\u4ed8\u3051\u3089\u308c\u306a\u3044\u3002**\u5168\u4ef6\u3092\u539f\u672c\u3067\u7167\u3089\u3059** |\n| \u898b\u51fa\u3057\u304c\u8a2d\u5b9a\u306b\u7121\u3044 | \u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3057\u3001**\u627f\u8a8d\u307e\u3067\u96c6\u8a08\u3092\u6b62\u3081\u308b** |\n| 1\u901a\u306b\u8907\u6570\u306e\u901a\u8ca8\u304c\u6df7\u3056\u308b | \u901a\u8ca8\u3054\u3068\u306b\u5206\u3051\u3066\u96c6\u8a08\u3057\u3001\u63db\u7b97\u306f\u3057\u306a\u3044 |\n| \u767a\u751f\u65e5\u304c\u4fdd\u967a\u671f\u9593\u306e\u5916 | \u4fdd\u967a\u5e74\u5ea6\u3092\u4ed8\u3051\u305a\u306b\u4eba\u3078\u3002**\u8acb\u6c42\u4e8b\u6545\u306e\u57fa\u6e96\u306e\u5951\u7d04\u304b\u3092\u78ba\u304b\u3081\u308b** |\n| \u540c\u3058\u4e8b\u6545\u304c2\u3064\u306e\u5831\u544a\u66f8\u306b\u8f09\u308b | \u4e8b\u6545\u756a\u53f7\u3067\u7167\u3089\u3057\u3001\u8a55\u4fa1\u65e5\u306e\u65b0\u3057\u3044\u307b\u3046\u3092\u63a1\u308b |\n\n**\u4e0b\u304b\u30892\u884c\u76ee\u306f\u3001\u8ce0\u511f\u306e\u7a2e\u76ee\u3067\u8d77\u304d\u307e\u3059\u3002** \u767a\u751f\u65e5\u3067\u306f\u306a\u304f\u8acb\u6c42\u306e\u65e5\u3067\u4fdd\u967a\u5e74\u5ea6\u304c\u6c7a\u307e\u308b\u5951\u7d04\u304c\u3042\u308a\u3001**\u767a\u751f\u65e5\u3060\u3051\u3067\u5e74\u5ea6\u3092\u4ed8\u3051\u308b\u3068\u5e74\u5ea6\u304c\u305a\u308c\u307e\u3059\u3002** \u5951\u7d04\u306e\u57fa\u6e96\u306f\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306b\u66f8\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u640d\u5bb3\u5c65\u6b74\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u4f9d\u983c\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u7a2e\u76ee\u30fb\u7248\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u30d6\u30ed\u30c3\u30af\u306e\u5168\u6587\u3068\u3001\u7d44\u307f\u7acb\u3066\u305f\u8868\n- \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u3001\u305d\u306e\u6642\u70b9\u306e\u7248\n- \u5165\u529b\u8868\u306e\u6848\uff08`years`\u3001`large_losses`\u3001`issues`\uff09\u3068\u3001\u96c6\u8a08\u306b\u4f7f\u3063\u305f\u4e8b\u6545\u306e\u884c\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240** \u2026 \u3069\u306e\u30bb\u30eb\u306e\u6570\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u4ef2\u7acb\u4eba\u3078\u306e\u4f9d\u983c\u3068\u3001\u8ffd\u52a0\u3067\u5c4a\u3044\u305f\u8cc7\u6599\n- **\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e `summary_mismatch` \u3068\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306a\u3057\u306e\u4ef6\u6570**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u8a2d\u5b9a\u8868\u306e\u624b\u5165\u308c\u306b\u4f7f\u3044\u307e\u3059\u3002** \u540c\u3058\u4fdd\u967a\u4f1a\u793e\u3067\u4e0d\u4e00\u81f4\u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u4f1a\u793e\u306e\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u304b\u3001\u8a2d\u5b9a\u306b\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u898b\u7a4d\u306e\u4f9d\u983c\u304b\u3089\u3001\u4fdd\u967a\u4f1a\u793e\u306e\u9055\u30463\u4ef6\u306e\u640d\u5bb3\u5c65\u6b74\u3092\u9078\u3076\uff08**\u3046\u30611\u4ef6\u306f\u3001\u4e8b\u6545\u306e\u591a\u3044\u81ea\u52d5\u8eca\u304b\u52b4\u707d\u4e0a\u4e57\u305b\u306e\u7a2e\u76ee\u3092\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 Textract \u306e\u6587\u66f8\u5206\u6790\u3092\u958b\u304d\u3001\u8868\u306e\u8aad\u307f\u53d6\u308a\u3092\u8a66\u3059\n3. \u8868\u3092\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u3001\u5f53\u6642\u62c5\u5f53\u8005\u304c\u5199\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3068\u4e26\u3079\u308b\n4. \u5e74\u5ea6\u3054\u3068\u306b\u8db3\u3057\u3066\u3001\u5831\u544a\u66f8\u306e\u5c0f\u8a08\u3068\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u4e8b\u6545\u306e\u8aac\u660e\u306e\u4e00\u89a7\uff08\u6c0f\u540d\u3092\u6d88\u3057\u305f\u3082\u306e\uff09\u3092\u8cbc\u308a\u3001\u539f\u56e0\u306e\u533a\u5206\u306b\u5206\u3051\u3055\u305b\u308b\n\n**\u4e8b\u6545\u306e\u591a\u3044\u7a2e\u76ee\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u30da\u30fc\u30b8\u306e\u5883\u76ee\u3068\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u304c\u3069\u3053\u3067\u554f\u984c\u306b\u306a\u308b\u304b\u304c\u3001\u3053\u3053\u3067\u5206\u304b\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8868\u304c\u30bb\u30eb\u5358\u4f4d\u3067\u53d6\u308c\u3001\u5c0f\u8a08\u3082\u5408\u3063\u305f | **\u96c6\u8a08\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u9032\u3080** |\n| \u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u884c\u304c\u843d\u3061\u305f | \u8868\u306e\u9023\u7d50\u306e\u624b\u9806\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u304c\u6b63\u306e\u6570\u306b\u306a\u3063\u305f | \u6570\u306e\u6574\u3048\u306e\u624b\u9806\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u640d\u5bb3\u5c65\u6b74\u3092\u8aad\u307f\u53d6\u308a\u3001\u8868\u3092\u66f8\u304d\u51fa\u3057\u3066\u624b\u3067\u96c6\u8a08\u3059\u308b \uff0f \u4e8b\u6545\u3054\u3068\u306e\u91d1\u984d\u3092\u5199\u3059\u624b\u4f5c\u696d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u8868\u306e\u7d44\u307f\u7acb\u3066\u3068\u6570\u306e\u6574\u3048\u3001\u5e74\u5ea6\u3054\u3068\u306e\u96c6\u8a08\u3068\u5c0f\u8a08\u306e\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046 \uff0f \u5199\u3057\u3068\u96c6\u8a08","full_setup":"\u4e0a\u8a18\uff0b\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u91d1\u984d\u306e\u610f\u5473\u3092\u305d\u308d\u3048\u3001\u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u53e4\u3044\u8a55\u4fa1\u65e5\u30fb\u5927\u304d\u306a\u4e8b\u6545\u3068\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u5165\u529b\u8868\u306e\u6848\u3065\u304f\u308a\u306e\u5168\u4f53\u3068\u3001\u8ffd\u52a0\u8cc7\u6599\u306e\u4f9d\u983c\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef690\u5206\u304c50\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5199\u3057\u3068\u96c6\u8a08\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u91d1\u984d\u306e\u610f\u5473\u306e\u78ba\u8a8d\u3068\u3001\u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u8a55\u4fa1\u65e5\u306e\u78ba\u8a8d\u3001\u4f9d\u983c\u306e\u82f1\u6587\u304c\u624b\u4f5c\u696d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u306727\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\u30673\u304b\u6708\u56de\u3059\u3068\u3001**\u3088\u304f\u6765\u308b\u4fdd\u967a\u4f1a\u793e\u306e\u898b\u51fa\u3057\u3068\u91d1\u984d\u306e\u610f\u5473\u304c\u8a2d\u5b9a\u8868\u306b\u305d\u308d\u3044\u307e\u3059\u3002** \u305d\u3053\u3092\u56fa\u3081\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u610f\u5473\u306e\u9055\u3046\u6570\u5b57\u3092\u4e26\u3079\u308b\u8aa4\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u610f\u5473\u306e\u9055\u3046\u300cIncurred\u300d\u3092\u540c\u3058\u5217\u306b\u4e26\u3079\u308b | \u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u3067 `basis` \u3092\u6c7a\u3081\u3001**\u9055\u3046\u3082\u306e\u306f\u5225\u306e\u8868\u306b\u5206\u3051\u308b** |\n| \u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u3092\u6b63\u306e\u6570\u3068\u3057\u3066\u8db3\u3059 | \u6570\u306e\u6574\u3048\u3067\u62ec\u5f27\u3092\u8ca0\u306e\u6570\u306b\u76f4\u3057\u3001\u5c0f\u8a08\u3068\u7167\u3089\u3059 |\n| \u300c03\/04\/2024\u300d\u306e\u6708\u3068\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b | \u65e5\u4ed8\u306e\u9806\u3092**\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a**\u3067\u6c7a\u3081\u308b |\n| \u30da\u30fc\u30b8\u306e\u5883\u76ee\u3067\u4e8b\u6545\u306e\u884c\u304c\u843d\u3061\u308b | **\u5168\u30da\u30fc\u30b8\u306e\u30d6\u30ed\u30c3\u30af\u3092\u305d\u308d\u3048\u3066\u304b\u3089**\u9023\u7d50\u3059\u308b |\n| \u6b20\u3051\u305f\u5e74\u5ea6\u3092\u4e8b\u6545\u306a\u3057\u3068\u6271\u3046 | \u4e8b\u6545\u304c\u7121\u3044\u65e8\u306e\u66f8\u9762\u304c\u7121\u3051\u308c\u3070 `missing_year` |\n| \u53e4\u3044\u8a55\u4fa1\u65e5\u306e\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u4f7f\u3046 | \u8a55\u4fa1\u65e5\u3092\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308a\u3001\u65e5\u6570\u3067 `stale_valuation` \u3092\u4ed8\u3051\u308b |\n| \u8acb\u6c42\u306e\u65e5\u3067\u5e74\u5ea6\u304c\u6c7a\u307e\u308b\u5951\u7d04\u3067\u5e74\u5ea6\u304c\u305a\u308c\u308b | \u5951\u7d04\u306e\u57fa\u6e96\u3092\u8a2d\u5b9a\u306b\u5165\u308c\u3001\u767a\u751f\u65e5\u3060\u3051\u3067\u5e74\u5ea6\u3092\u4ed8\u3051\u306a\u3044 |\n| Bedrock \u3067\u69cb\u9020\u5316\u51fa\u529b\u304c\u4f7f\u3048\u306a\u3044 | Claude API \u3092\u76f4\u63a5\u4f7f\u3046\u304b\u3001\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u308b |\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\u8aad\u307f\u53d6\u308a\u306f\u6b63\u3057\u3044\u306e\u306b\u6570\u5b57\u306e\u610f\u5473\u3092\u53d6\u308a\u9055\u3048\u308b\u5931\u6557\u3067\u3059\u3002**\u610f\u5473\u3092\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u8a2d\u5b9a\u306b\u7f6e\u304d\u3001\u5c0f\u8a08\u3068\u7167\u3089\u3059\u8a2d\u8a08\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u306b\u8aa4\u3063\u305f\u5e74\u5ea6\u306e\u6570\u5b57\u3092\u6e21\u3059\u3053\u3068\u3092\u9632\u3052\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u5ba2\u4f01\u696d\u306e\u540d\u524d\u3068\u8a3c\u5238\u756a\u53f7\u3001\u4e8b\u6545\u306e\u65e5\u4ed8\u3068\u91d1\u984d\u3001\u4e8b\u6545\u306e\u8aac\u660e\u3067\u3059\u3002**\u81ea\u52d5\u8eca\u306e\u5bfe\u4eba\u3084\u52b4\u707d\u306e\u4e8b\u6545\u3067\u306f\u3001\u8aac\u660e\u3084\u8acb\u6c42\u8005\u306e\u6b04\u306b\u8ca0\u50b7\u3057\u305f\u4eba\u306e\u6c0f\u540d\u3084\u8ca0\u50b7\u306e\u5185\u5bb9\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u524d\u306b\u6c0f\u540d\u3092\u4f0f\u305b\u308b** \u2026 \u8acb\u6c42\u8005\u306e\u5217\u306f\u6e21\u3055\u305a\u3001\u4e8b\u6545\u306e\u8aac\u660e\u304b\u3089\u3082\u8acb\u6c42\u8005\u306e\u6b04\u306b\u3042\u308b\u6c0f\u540d\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002**\u539f\u56e0\u306e\u533a\u5206\u306b\u6c0f\u540d\u306f\u8981\u308a\u307e\u305b\u3093**\n2. **\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\u306e\u6a29\u9650\u3092\u7d5e\u308b** \u2026 S3 \u306e\u30d5\u30a9\u30eb\u30c0\u306f\u62c5\u5f53\u306e\u90e8\u7f72\u3068\u51e6\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u304c\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u3001**\u7d50\u679c\u306f KMSKeyId \u3092\u6307\u5b9a\u3057\u305f\u6697\u53f7\u5316\u3067\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u898b\u7a4d\u306b\u4f7f\u3046\u76ee\u7684\u306e\u7bc4\u56f2\u3067\u6271\u3046** \u2026 \u640d\u5bb3\u5c65\u6b74\u306f\u898b\u7a4d\u306e\u4f9d\u983c\u306e\u305f\u3081\u306b\u53d7\u3051\u53d6\u3063\u305f\u8cc7\u6599\u3067\u3059\u3002**\u5f15\u53d7\u3092\u898b\u9001\u3063\u305f\u4f9d\u983c\u306e\u8cc7\u6599\u3092\u3044\u3064\u307e\u3067\u6b8b\u3059\u304b\u3092\u3001\u793e\u5185\u306e\u898f\u7a0b\u306b\u6cbf\u3063\u3066\u6c7a\u3081\u307e\u3059**\n4. **\u5165\u529b\u8868\u3092\u81ea\u52d5\u3067\u767b\u9332\u3057\u306a\u3044** \u2026 \u78ba\u304b\u3081\u3066\u304b\u3089\u767b\u9332\u3057\u307e\u3059\n5. **\u4f9d\u983c\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\n6. **\u5f15\u53d7\u306e\u5224\u65ad\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u539f\u56e0\u306e\u533a\u5206\u3084\u5927\u304d\u306a\u4e8b\u6545\u306e\u5370\u306f\u88dc\u52a9\u3067\u3001**\u5f15\u53d7\u306e\u53ef\u5426\u3068\u6761\u4ef6\u306f\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u610f\u5473\u306e\u9055\u3046\u6570\u5b57\u3084\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067\u5f15\u53d7\u306e\u5224\u65ad\u3092\u8aa4\u308b\u3053\u3068\u3068\u3001\u4e8b\u6545\u306e\u60c5\u5831\u3084\u8ca0\u50b7\u3057\u305f\u4eba\u306e\u60c5\u5831\u3092\u5fc5\u8981\u4ee5\u4e0a\u306b\u5e83\u3052\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8a2d\u5b9a\u3068\u5c0f\u8a08\u306e\u7167\u5408\u3067\u3001\u5f8c\u8005\u306f\u6c0f\u540d\u3092\u4f0f\u305b\u308b\u3053\u3068\u3068\u6a29\u9650\u3092\u7d5e\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5916\u8cc7\u7cfb\u4f01\u696d\u306e\u65e5\u672c\u6cd5\u4eba\u3084\u3001\u6d77\u5916\u306b\u62e0\u70b9\u3092\u6301\u3064\u65e5\u672c\u4f01\u696d\u306e\u4f01\u696d\u4fdd\u967a\uff08\u8ca1\u7269\u30fb\u8ce0\u511f\u30fb\u52b4\u707d\u4e0a\u4e57\u305b\u30fb\u81ea\u52d5\u8eca\u306a\u3069\uff09\u306e\u898b\u7a4d\u3092\u591a\u304f\u53d7\u3051\u308b\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u4f01\u696d\u55b6\u696d\u3068\u5f15\u53d7\u306e\u90e8\u7f72\u3002\u524d\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u82f1\u6587\u306e\u640d\u5bb3\u5c65\u6b74\u304c\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u66f8\u5f0f\u306ePDF\u3067\u5c4a\u304d\u3001\u55b6\u696d\u306e\u62c5\u5f53\u8005\u304c\u4e8b\u6545\u3054\u3068\u306e\u91d1\u984d\u3092\u5f15\u53d7\u5be9\u67fb\u306e\u5165\u529b\u8868\u306b\u624b\u3067\u5199\u3057\u3066\u5e74\u5ea6\u3054\u3068\u306b\u8db3\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u898b\u7a4d\u306e\u56de\u7b54\u306e\u671f\u9650\u306b\u8ffd\u308f\u308c\u3066\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055\u3084\u6b20\u3051\u3066\u3044\u308b\u5e74\u5ea6\u306e\u78ba\u8a8d\u304c\u629c\u3051\u304c\u3061\u306a\u5834\u5408\u3002","not_recommended_for":"\u640d\u5bb3\u5c65\u6b74\u304c\u307b\u307c\u56fd\u5185\u306e\u4fdd\u967a\u4f1a\u793e\u306e\u65e5\u672c\u8a9e\u306e\u66f8\u5f0f\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3046\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u82f1\u8a9e\u306a\u30696\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u307e\u3059\uff09\u3002\u640d\u5bb3\u5c65\u6b74\u3092\u30c7\u30fc\u30bf\uff08\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3084\u4ef2\u7acb\u4eba\u306e\u4ed5\u7d44\u307f\uff09\u3067\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u306f\u8981\u3089\u305a\u3001\u305d\u306e\u307e\u307e\u96c6\u8a08\u3059\u308c\u3070\u8db3\u308a\u307e\u3059\uff09\u3002\u898b\u7a4d\u306e\u4f9d\u983c\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u624b\u3067\u5199\u305b\u3070\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u5f15\u53d7\u306e\u53ef\u5426\u3001\u4fdd\u967a\u6599\u3001\u514d\u8cac\u306e\u6761\u4ef6\u306e\u5224\u65ad\u306f\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u640d\u5bb3\u306e\u6570\u5b57\u3092\u305d\u308d\u3048\u308b\u307e\u3067\u3067\u3001\u30ea\u30b9\u30af\u306e\u8a55\u4fa1\u306f\u3057\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u3088\u304f\u6765\u308b\u4fdd\u967a\u4f1a\u793e\u306e\u8a2d\u5b9a\u8868\u3092\u4f5c\u308b**\n\n\u904e\u53bb\u534a\u5e74\u306e\u640d\u5bb3\u5c65\u6b74\u3092\u898b\u3066\u3001\u4ef6\u6570\u306e\u591a\u3044\u4fdd\u967a\u4f1a\u793e\u304b\u3089**\u5217\u306e\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3001\u767a\u751f\u984d\u306b\u8cbb\u7528\u3092\u542b\u3080\u304b\u3001\u514d\u8cac\u306e\u524d\u304b\u5f8c\u304b\u3001\u56de\u53ce\u3092\u5dee\u3057\u5f15\u304f\u304b\u3001\u65e5\u4ed8\u306e\u9806**\u3092\u8a2d\u5b9a\u8868\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a3\u4ef6\u3067\u8aad\u307f\u53d6\u308a\u3092\u8a66\u3059**\n\n\u4fdd\u967a\u4f1a\u793e\u306e\u9055\u30463\u4ef6\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5f53\u6642\u5199\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3068\u4e26\u3079\u307e\u3059\u3002**\u4e8b\u6545\u306e\u591a\u3044\u7a2e\u76ee\u3067\u3001\u30da\u30fc\u30b8\u306e\u5883\u76ee\u3068\u62ec\u5f27\u4ed8\u304d\u306e\u91d1\u984d\u304c\u6b63\u3057\u304f\u6271\u3048\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5165\u529b\u8868\u306e\u5f62\u3092\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u3068\u6c7a\u3081\u308b**\n\n\u5e74\u5ea6\u3054\u3068\u306b\u4e26\u3079\u308b\u9805\u76ee\u3001\u5927\u304d\u306a\u4e8b\u6545\u3068\u307f\u306a\u3059\u91d1\u984d\u3001\u8a55\u4fa1\u65e5\u306e\u53e4\u3055\u306e\u65e5\u6570\u3092\u3001**\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002** \u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3068\u3001\u51fa\u3066\u304d\u305f\u5165\u529b\u8868\u3092\u8ab0\u3082\u4f7f\u3048\u307e\u305b\u3093\u3002\n\n**4\u9031\u76ee\uff1a\u8868\u306e\u7d44\u307f\u7acb\u3066\u3068\u96c6\u8a08\u3092\u3064\u306a\u3050**\n\n\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u8868\u3092\u7d44\u307f\u7acb\u3066\u3001\u5e74\u5ea6\u3054\u3068\u306b\u96c6\u8a08\u3057\u3066\u5c0f\u8a08\u3068\u7167\u3089\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f `basis` \u3092\u5168\u4ef6\u4eba\u304c\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6b20\u3051\u305f\u5e74\u5ea6\u30fb\u53e4\u3044\u8a55\u4fa1\u65e5\u30fb\u5927\u304d\u306a\u4e8b\u6545\u306e\u62fe\u3044\u51fa\u3057\u3092\u8db3\u3057\u3001`issues` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u539f\u56e0\u306e\u533a\u5206\u3068\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef690\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u65b0\u3057\u3044\u4fdd\u967a\u4f1a\u793e\u304c\u6765\u3066\u3082\u8a2d\u5b9a\u3092\u8db3\u3059\u3060\u3051\u3067\u56de\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0799","UC-0028","UC-0094","UC-0548"],"related_articles":[{"id":2156,"slug":"data-bunseki-ai-katsuyo","title":"\u30de\u30fc\u30b1\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96c6\u8a08\u304b\u3089\u793a\u5506\u51fa\u3057\u307e\u3067\u52b9\u7387\u5316"},{"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":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u306fPDF\u304c1\u30da\u30fc\u30b8\u307e\u3067\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\u306fPDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3042\u308b\u3053\u3068\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3001\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u4ef6\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-14 |\n| \u8868\u304c TABLE \u306e\u30d6\u30ed\u30c3\u30af\u3001\u5404\u30bb\u30eb\u304c CELL \u306e\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u8fd4\u308a\u3001\u8868\u306e\u4e2d\u306e\u4f4d\u7f6e\u306e\u60c5\u5831\u3092\u6301\u3064\u3053\u3068\u3002\u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb\u304c MERGED_CELL \u3067\u793a\u3055\u308c\u308b\u3053\u3068\u3002\u30bb\u30eb\u306e EntityTypes \u306b TABLE_TITLE\u30fbTABLE_FOOTER\u30fbTABLE_SECTION_TITLE\u30fbCOLUMN_HEADER\u30fbTABLE_SUMMARY \u304c\u3042\u308b\u3053\u3068 | [AWS: Tables\uff08Amazon Textract\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-14 |\n| StartDocumentAnalysis \u306e FeatureTypes \u306b TABLES\u30fbFORMS\u30fbQUERIES\u30fbSIGNATURES\u30fbLAYOUT \u304c\u3042\u308b\u3053\u3068\u3002\u6587\u66f8\u3092 S3 \u306b\u7f6e\u304f\u3053\u3068\u3002\u5b8c\u4e86\u306e\u72b6\u614b\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002ClientRequestToken \u3067\u540c\u3058\u30b8\u30e7\u30d6\u306e\u4e8c\u91cd\u306e\u958b\u59cb\u3092\u9632\u3052\u308b\u3053\u3068\u3002JobTag \u304c\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002KMSKeyId \u3067\u7d50\u679c\u3092\u6697\u53f7\u5316\u3067\u304d\u308b\u3053\u3068\u3002JobId \u304c7\u65e5\u9593\u3060\u3051\u6709\u52b9\u3067\u3042\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-14 |\n| GetDocumentAnalysis \u304c MaxResults \u6700\u59271,000\u3067 NextToken \u306b\u3088\u308a\u30da\u30fc\u30b8\u3092\u9001\u308b\u3053\u3068\u3002JobStatus \u304c IN_PROGRESS\u30fbSUCCEEDED\u30fbFAILED\u30fbPARTIAL_SUCCESS \u3067\u3042\u308b\u3053\u3068\u3002Warnings \u304c\u8fd4\u308b\u3053\u3068 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-14 |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c QUERY_RESULT \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308a\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries\uff08Amazon Textract\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-14 |\n| `output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b\u3053\u3068\u3002\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002Amazon Bedrock \u3067\u306f\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-14 |\n\n**\u5f15\u53d7\u306e\u53ef\u5426\u3001\u4fdd\u967a\u6599\u3001\u6761\u4ef6\u306e\u5224\u65ad\u306f\u5f15\u53d7\u306e\u62c5\u5f53\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u88fd\u54c1\u306e\u4ed5\u69d8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u640d\u5bb3\u5c65\u6b74\u306e\u66f8\u5f0f\u3068\u91d1\u984d\u306e\u5b9a\u7fa9\u306f\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[27],"uc_department":[38],"uc_task":[56,62],"uc_issue":[67,76,72],"uc_effect":[83,82,78],"uc_ai_function":[93],"class_list":["post-15305","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-insurance","uc_department-sales","uc_task-data-entry","uc_task-analysis","uc_issue-too-much-entry","uc_issue-slow-decision","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-faster-response","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15305\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=15305"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=15305"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=15305"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=15305"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=15305"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=15305"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=15305"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=15305"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=15305"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=15305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}