{"id":15308,"date":"2026-10-14T11:38:05","date_gmt":"2026-10-14T02:38:05","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-overseas-rent-roll-check\/"},"modified":"2026-10-14T11:38:05","modified_gmt":"2026-10-14T02:38:05","slug":"en-overseas-rent-roll-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-overseas-rent-roll-check\/","title":{"rendered":"\u6d77\u5916\u306e\u8cc3\u8cb8\u7269\u4ef6\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3092\u8aad\u307f\u53d6\u308a\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u30fb\u6ede\u7d0d\u30fb\u7a7a\u5ba4\u3092\u7269\u4ef6\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u3001\u9001\u91d1\u984d\u3068\u306e\u5dee\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u8cc3\u8cb8\u7269\u4ef6\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u3092\u8aad\u307f\u53d6\u308a\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u30fb\u5165\u5c45\u306e\u72b6\u614b\u30fb\u6ede\u7d0d\u3092\u81ea\u793e\u306e\u7269\u4ef6\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u5831\u544a\u4e0a\u306e\u9001\u91d1\u984d\u3068\u5b9f\u969b\u306e\u5165\u91d1\u984d\u306e\u5dee\u3082\u62fe\u3044\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3068\u3042\u308f\u305b\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1434","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-14","trigger":"**\u7269\u4ef6\u3054\u3068\u306e\u4fdd\u5b58\u5834\u6240\u306bPDF\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u5834\u6240\u306f `s3:\/\/overseas-pm-reports\/<\u7ba1\u7406\u4f1a\u793e\u30b3\u30fc\u30c9>\/<\u7269\u4ef6\u30b3\u30fc\u30c9>\/<\u5e74\u6708>\/` \u306e\u3088\u3046\u306b\u5206\u3051\u3001**\u5834\u6240\u304b\u3089\u7ba1\u7406\u4f1a\u793e\u3068\u7269\u4ef6\u3092\u6c7a\u3081\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u65b9\u306f\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3067\u3059\u3002\n\n\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u306f\u3001\u540c\u3058\u7269\u4ef6\u30fb\u540c\u3058\u6708\u306e\u5834\u6240\u306b\u7f6e\u304b\u308c\u305f2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u7d44\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\u7247\u65b9\u3060\u3051\u304c\u5c4a\u3044\u305f\u6bb5\u968e\u3067\u306f\u8aad\u307f\u53d6\u308a\u307e\u3067\u9032\u3081\u3001\u7167\u5408\u306f2\u3064\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u884c\u3044\u307e\u3059\u3002** \u6708\u306e15\u65e5\u3092\u904e\u304e\u3066\u3082\u305d\u308d\u308f\u306a\u3044\u7269\u4ef6\u306f\u3001\u672a\u7740\u306e\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\u3002\n\n\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u59cb\u3081\u308b\u3068\u304d\u306f\u3001**\u7269\u4ef6\u30b3\u30fc\u30c9\u3068\u5e74\u6708\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092 `ClientRequestToken` \u306b\u5165\u308c\u307e\u3059\u3002** \u540c\u3058\u5024\u3067\u59cb\u3081\u308b\u3068\u540c\u3058\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u304c\u8fd4\u308b\u306e\u3067\u3001\u4fdd\u5b58\u306e\u901a\u77e5\u304c\u4e8c\u91cd\u306b\u5c4a\u3044\u3066\u3082\u3001\u540c\u3058\u5831\u544a\u30922\u56de\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002**`JobTag` \u306b\u306f\u7ba1\u7406\u4f1a\u793e\u30b3\u30fc\u30c9\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u66f8\u5f0f\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30ec\u30f3\u30c8\u30ed\u30fc\u30eb | \u533a\u753b\u756a\u53f7\u3001\u8cc3\u501f\u4eba\u3001\u5951\u7d04\u306e\u958b\u59cb\u30fb\u7d42\u4e86\u65e5\u3001\u6708\u984d\u8cc3\u6599\u3001\u5171\u76ca\u8cbb\u306a\u3069\u306e\u8acb\u6c42\u3001\u6ede\u7d0d\u306e\u984d\uff08\u7d4c\u904e\u65e5\u6570\u3054\u3068\u306e\u5834\u5408\u3042\u308a\uff09\u3001\u5165\u5c45\u306e\u72b6\u614b | \u7ba1\u7406\u4f1a\u793e\u306ePDF |\n| \u53ce\u652f\u5831\u544a | \u5bfe\u8c61\u306e\u671f\u9593\u3001\u56de\u53ce\u984d\u3001\u7ba1\u7406\u624b\u6570\u6599\u3001\u7d4c\u8cbb\u306e\u5185\u8a33\u3001\u524d\u6708\u304b\u3089\u306e\u7e70\u8d8a\u3001\u9001\u91d1\u984d | \u7ba1\u7406\u4f1a\u793e\u306ePDF |\n| \u7269\u4ef6\u53f0\u5e33 | \u533a\u753b\u3054\u3068\u306e\u8cc3\u8cb8\u501f\u306e\u6761\u4ef6\uff08\u6708\u984d\u8cc3\u6599\u3001\u5951\u7d04\u671f\u9593\u3001\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3068\u6539\u5b9a\u5f8c\u306e\u984d\uff09\u3001\u524d\u6708\u306e\u5165\u5c45\u306e\u72b6\u614b\u3068\u6ede\u7d0d\u306e\u984d | \u81ea\u793e\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u7ba1\u7406\u59d4\u8a17\u306e\u6761\u4ef6 | \u7ba1\u7406\u624b\u6570\u6599\u306e\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\uff08\u56de\u53ce\u984d\u304b\u8acb\u6c42\u984d\u304b\uff09\u3001\u7d4c\u8cbb\u306e\u627f\u8a8d\u306e\u4e0a\u9650 | \u7ba1\u7406\u59d4\u8a17\u5951\u7d04\u304b\u3089\u8d77\u3053\u3057\u305f\u4e00\u89a7 |\n| \u5165\u91d1\u660e\u7d30 | \u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u5165\u91d1\u306e\u65e5\u4ed8\u30fb\u984d\u30fb\u901a\u8ca8 | \u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u306e\u66f8\u304d\u51fa\u3057 |\n| \u5217\u306e\u5bfe\u5fdc\u8868 | \u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u3001\u3069\u306e\u898b\u51fa\u3057\u3092\u81ea\u793e\u306e\u3069\u306e\u9805\u76ee\u3068\u3057\u3066\u8aad\u3080\u304b | \u81ea\u793e\u3067\u4f5c\u308a\u3001\u4eba\u304c\u627f\u8a8d\u3057\u305f\u3082\u306e |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u53f0\u5e33\u306b\u6539\u5b9a\u306e\u4e88\u5b9a\u304c\u7121\u3051\u308c\u3070\u3001\u6539\u5b9a\u5f8c\u306e\u8cc3\u6599\u304c\u300c\u98df\u3044\u9055\u3044\u300d\u306b\u306a\u308a\u307e\u3059\u3002**\u5217\u306e\u5bfe\u5fdc\u8868\u306f\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b1\u679a\u3067\u3001\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u3068\u304d\u306b\u305d\u306e1\u679a\u3092\u76f4\u3057\u307e\u3059\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8868\u306e\u30bb\u30eb | `BlockType` \u304c `CELL` \u306e\u30d6\u30ed\u30c3\u30af\uff08`RowIndex`\u30fb`ColumnIndex`\u30fb`Confidence`\uff09 | \u533a\u753b\u3054\u3068\u306e\u884c\u306e\u7d44\u307f\u7acb\u3066 |\n| \u5217\u306e\u898b\u51fa\u3057 | `EntityTypes` \u306b `COLUMN_HEADER` \u304c\u4ed8\u3044\u305f\u30bb\u30eb | \u5217\u306e\u5bfe\u5fdc\u8868\u3068\u306e\u7167\u5408 |\n| \u5408\u8a08\u306e\u884c | `EntityTypes` \u306b `TABLE_SUMMARY` \u304c\u4ed8\u3044\u305f\u30bb\u30eb | \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb | `MERGED_CELL` \u306e\u30d6\u30ed\u30c3\u30af | \u7269\u4ef6\u540d\u3084\u533a\u5206\u306e\u898b\u51fa\u3057\u304c\u8907\u6570\u5217\u306b\u307e\u305f\u304c\u308b\u5834\u5408\u306e\u51e6\u7406 |\n| \u9001\u91d1\u984d\u306a\u3069\u306e\u5358\u72ec\u306e\u5024 | `QUERY` \u3068 `QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af | \u53ce\u652f\u5831\u544a\u306e\u671f\u9593\u30fb\u56de\u53ce\u984d\u30fb\u624b\u6570\u6599\u30fb\u9001\u91d1\u984d |\n\n**\u8868\u306e\u5024\u306f\u3001\u30bb\u30eb\u306e `Confidence` \u3068\u4e00\u7dd2\u306b\u53d6\u308a\u51fa\u3057\u3001\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u30bb\u30eb\u306b\u306f\u7167\u5408\u306e\u524d\u306b `unreadable` \u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n**\u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u306e\u3088\u3046\u306a\u5358\u72ec\u306e\u5024\u306f\u3001\u554f\u3044\uff08\u30af\u30a8\u30ea\uff09\u3067\u53d6\u308a\u307e\u3059\u3002** \u6b21\u306e\u3088\u3046\u306b\u3001\u554f\u3044\u306e\u6587\u3068\u5225\u540d\u3092\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"DocumentLocation\": { \"S3Object\": { \"Bucket\": \"overseas-pm-reports\",\n                                      \"Name\": \"PM03\/US-AUS-012\/2026-09\/owner_statement.pdf\" } },\n  \"FeatureTypes\": [\"TABLES\", \"QUERIES\"],\n  \"ClientRequestToken\": \"US-AUS-012-2026-09-os\",\n  \"JobTag\": \"PM03\",\n  \"NotificationChannel\": { \"SNSTopicArn\": \"arn:aws:sns:...:textract-done\",\n                           \"RoleArn\": \"arn:aws:iam::...:role\/textract-sns\" },\n  \"QueriesConfig\": { \"Queries\": [\n    { \"Text\": \"What is the statement period?\", \"Alias\": \"PERIOD\" },\n    { \"Text\": \"What is the total cash received?\", \"Alias\": \"CASH_RECEIVED\" },\n    { \"Text\": \"What is the management fee?\", \"Alias\": \"MGMT_FEE\" },\n    { \"Text\": \"What is the owner distribution amount?\", \"Alias\": \"DISTRIBUTION\" }\n  ] }\n}\n```\n\n**\u554f\u3044\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u306e\u6b04\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u8868\u306e\u5408\u8a08\u306e\u884c\u304b\u3089\u540c\u3058\u5024\u3092\u63a2\u3057\u3001\u7121\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\u554f\u3044\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002\n\n\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u30011\u56de\u306b\u8fd4\u308b\u30d6\u30ed\u30c3\u30af\u306f\u6700\u59271,000\u4ef6\u3067\u3059\u3002**`NextToken` \u304c\u8fd4\u308b\u9593\u306f\u547c\u3073\u7d9a\u3051\u3001\u5168\u30da\u30fc\u30b8\u306e\u7d50\u679c\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u8868\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f\u3001`Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u4eba\u306b\u56de\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u30fbJPEG\u30fbPNG\u30fbTIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u306e\u3067\u3001\u7ba1\u7406\u4f1a\u793e\u306b\u4fdd\u8b77\u306a\u3057\u3067\u9001\u3063\u3066\u3082\u3089\u3044\u307e\u3059\n2. **\u30da\u30fc\u30b8\u306e\u5411\u304d\u3068\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\uff08150DPI\u3067\u7d048\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\u3002**\u30b9\u30ad\u30e3\u30f3\u306e\u7c97\u3044\u5831\u544a\u306f\u3001\u7ba1\u7406\u4f1a\u793e\u306b\u5143\u306ePDF\u3092\u983c\u307f\u307e\u3059**\n3. **\u8868\u306e\u7d44\u307f\u7acb\u3066** \u2026 `CELL` \u3092 `RowIndex`\u30fb`ColumnIndex` \u3067\u4e26\u3079\u3001`COLUMN_HEADER` \u306e\u884c\u3092\u898b\u51fa\u3057\u306b\u3057\u307e\u3059\n4. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u3064\u306a\u304e** \u2026 \u8868\u306f\u30da\u30fc\u30b8\u3054\u3068\u306b\u8fd4\u308b\u306e\u3067\u3001**\u540c\u3058\u898b\u51fa\u3057\u306e\u4e26\u3073\u3092\u6301\u3064\u8868\u3092\u3001\u30da\u30fc\u30b8\u306e\u9806\u306b\u3064\u306a\u3050\u51e6\u7406\u3092\u81ea\u5206\u3067\u66f8\u304d\u307e\u3059\u3002** 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306b\u898b\u51fa\u3057\u304c\u7121\u3044\u66f8\u5f0f\u306f\u3001\u524d\u306e\u30da\u30fc\u30b8\u306e\u898b\u51fa\u3057\u3092\u5f15\u304d\u7d99\u304e\u307e\u3059\n5. **\u5217\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 \u7ba1\u7406\u4f1a\u793e\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u898b\u51fa\u3057\u3092 `unit_id`\u3001`tenant`\u3001`lease_rent`\u3001`charges`\u3001`balance_due`\u3001`status` \u306a\u3069\u306e\u81ea\u793e\u306e\u9805\u76ee\u306b\u5f53\u3066\u307e\u3059\n6. **\u6570\u306e\u8aad\u307f\u66ff\u3048** \u2026 `(1,250.00)` \u306e\u3088\u3046\u306a\u62ec\u5f27\u306e\u8ca0\u306e\u6570\u3001\u901a\u8ca8\u306e\u8a18\u53f7\u3001`-` \u3060\u3051\u306e\u30bb\u30eb\u3092\u6570\u306b\u76f4\u3057\u307e\u3059\u3002**\u8aad\u307f\u66ff\u3048\u305f\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u5408\u8a08\u306e\u78ba\u304b\u3081** \u2026 \u533a\u753b\u306e\u884c\u3092\u8db3\u3057\u305f\u984d\u3068\u3001`TABLE_SUMMARY` \u306e\u884c\u306e\u984d\u304c\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5408\u308f\u306a\u3044\u3068\u304d\u306f\u3001\u884c\u306e\u8aad\u307f\u843d\u3068\u3057\u3092\u7591\u3044\u3001\u305d\u306e\u7269\u4ef6\u306f\u7167\u5408\u306b\u9032\u3081\u305a\u4eba\u306b\u56de\u3057\u307e\u3059**\n8. **\u533a\u753b\u756a\u53f7\u306e\u305d\u308d\u3048** \u2026 `Unit 101`\u3001`#101`\u3001`101` \u3092\u540c\u3058\u533a\u753b\u3068\u3057\u3066\u6271\u3046\u898f\u5247\u3092\u3001\u7269\u4ef6\u3054\u3068\u306b\u6c7a\u3081\u307e\u3059\n\n**7\u756a\u76ee\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u898b\u3064\u3051\u308b\u3044\u3061\u3070\u3093\u78ba\u304b\u306a\u65b9\u6cd5\u3067\u3059\u3002** \u5408\u308f\u306a\u3044\u307e\u307e\u7167\u5408\u306b\u9032\u3080\u3068\u3001\u8aad\u307f\u843d\u3068\u3057\u305f\u533a\u753b\u304c\u300c\u53f0\u5e33\u306b\u6709\u308b\u306e\u306b\u5831\u544a\u306b\u7121\u3044\u300d\u3068\u51fa\u3066\u3001**\u7ba1\u7406\u4f1a\u793e\u3078\u898b\u5f53\u9055\u3044\u306e\u7167\u4f1a\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u306e\u5019\u88dc\u306e\u8a00\u8449\u3065\u3051\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848 | \u66f8\u5f0f\u304c\u5909\u308f\u3063\u3066\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u3001\u81ea\u793e\u306e\u3069\u306e\u9805\u76ee\u306b\u5f53\u305f\u308b\u304b\u306e\u6848\u3068\u7406\u7531 |\n| \u7406\u7531\u306e\u5019\u88dc | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u98df\u3044\u9055\u3044\uff08\u8cc3\u6599\u30fb\u72b6\u614b\u30fb\u6ede\u7d0d\u30fb\u9001\u91d1\u984d\uff09\u3054\u3068\u306b\u3001\u8003\u3048\u3089\u308c\u308b\u7406\u7531\u3092\u6319\u3052\u308b |\n| \u7167\u4f1a\u306e\u4e0b\u66f8\u304d | \u7ba1\u7406\u4f1a\u793e\u3078\u306e\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3002\u533a\u753b\u756a\u53f7\u3068\u984d\u3001\u78ba\u304b\u3081\u305f\u3044\u70b9\u3092\u4e26\u3079\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u30fb\u5dee\u306e\u7b97\u51fa | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b\u3002**AI\u306b\u8db3\u3055\u305b\u308b\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5408\u8a08\u3092\u66f8\u304f** |\n| \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306e\u78ba\u5b9a | \u4eba\u304c\u627f\u8a8d\u3057\u3066\u304b\u3089\u5bfe\u5fdc\u8868\u306b\u5165\u308c\u308b |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u524d\u6708\u306e\u5024\u3084\u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u5909\u5316\u304c\u6d88\u3048\u308b |\n| \u98df\u3044\u9055\u3044\u306e\u7d50\u8ad6 | \u7ba1\u7406\u4f1a\u793e\u306e\u8aa4\u308a\u304b\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304b\u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u7167\u4f1a\u306e\u9001\u4fe1 | \u4e0b\u66f8\u304d\u307e\u3067\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8aad\u3081\u306a\u3044\u8cc3\u6599\u3092\u53f0\u5e33\u306e\u984d\u3067\u57cb\u3081\u3066\u300c\u4e00\u81f4\u300d\u3068\u3059\u308b\u3068\u3001**\u672c\u5f53\u306b\u8cc3\u6599\u304c\u5909\u308f\u3063\u3066\u3044\u305f\u533a\u753b\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3059\u98df\u3044\u9055\u3044\u306e\u7a2e\u985e\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u7a2e\u985e | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898b\u308b\u3053\u3068 |\n|:--|:--|\n| `rent_mismatch` | \u5831\u544a\u306e\u8cc3\u6599\u304c\u3001\u53f0\u5e33\u306e\u6708\u984d\u8cc3\u6599\u3068\u9055\u3046\uff08\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u3066\u3044\u308c\u3070\u6539\u5b9a\u5f8c\u306e\u984d\u3068\u6bd4\u3079\u308b\uff09 |\n| `status_change` | \u5165\u5c45\u30fb\u7a7a\u5ba4\u306e\u72b6\u614b\u304c\u524d\u6708\u3068\u5909\u308f\u3063\u305f\u3002\u53f0\u5e33\u306b\u9000\u53bb\u3084\u65b0\u3057\u3044\u5951\u7d04\u306e\u8a18\u9332\u304c\u7121\u3044 |\n| `arrears_increase` | \u6ede\u7d0d\u306e\u984d\u304c\u524d\u6708\u3088\u308a\u5897\u3048\u305f\u3002\u7d4c\u904e\u65e5\u6570\u306e\u533a\u5206\u304c\u9032\u3093\u3060 |\n| `unit_missing` | \u53f0\u5e33\u306b\u6709\u308b\u533a\u753b\u304c\u5831\u544a\u306b\u7121\u3044\u3001\u307e\u305f\u306f\u5831\u544a\u306b\u6709\u308b\u533a\u753b\u304c\u53f0\u5e33\u306b\u7121\u3044 |\n| `fee_mismatch` | \u7ba1\u7406\u624b\u6570\u6599\u304c\u3001\u59d4\u8a17\u306e\u6761\u4ef6\u306e\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u984d\u3068\u9055\u3046 |\n| `distribution_gap` | \u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u3068\u3001\u5b9f\u969b\u306e\u5165\u91d1\u984d\u304c\u9055\u3046 |","prompt_example":"\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u306e\u5019\u88dc\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4e0d\u52d5\u7523\u4f1a\u793e\u306e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u306e\u7269\u4ef6\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u6708\u6b21\u306e\u5831\u544a\u3068\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u98df\u3044\u9055\u3044\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u6570\u5b57\u306f\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u30921\u4ef6\u305a\u3064\u8aad\u307f\u3001\u8003\u3048\u3089\u308c\u308b\u7406\u7531\u306e\u5019\u88dc\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5019\u88dc\u306f\u300c\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u300d\u300c\u5831\u544a\u306e\u53cd\u6620\u306e\u9045\u308c\u300d\u300c\u8a08\u4e0a\u306e\u6642\u671f\u306e\u305a\u308c\u300d\n   \u300c\u70ba\u66ff\u30fb\u9001\u91d1\u306e\u624b\u6570\u6599\u300d\u300c\u5831\u544a\u306e\u8aa4\u308a\u300d\u300c\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u300d\u304b\u3089\u9078\u3073\u3001\n   \u5f53\u3066\u306f\u307e\u308b\u6839\u62e0\u3092\u4e00\u89a7\u306e\u9805\u76ee\u304b\u3089\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7ba1\u7406\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b\u3079\u304d\u98df\u3044\u9055\u3044\u3060\u3051\u3092\u9078\u3073\u3001\u82f1\u6587\u306e\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u533a\u753b\u756a\u53f7\u3001\u5831\u544a\u306e\u984d\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u984d\u3001\u78ba\u304b\u3081\u305f\u3044\u70b9\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u66f8\u304b\u308c\u305f\u5dee\u306e\u984d\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u89a7\u306b\u7121\u3044\u533a\u753b\u3084\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- status \u304c unreadable \u306e\u5024\u306f\u300c\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u300d\u3068\u66f8\u304d\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u98df\u3044\u9055\u3044\u306f\u3001\u7167\u4f1a\u306b\u5165\u308c\u305a\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u306b\u56de\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ba1\u7406\u4f1a\u793e\u306e\u8aa4\u308a\u3068\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7167\u4f1a\u306f\u78ba\u8a8d\u3092\u4f9d\u983c\u3059\u308b\u66f8\u304d\u65b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cc3\u501f\u4eba\u306e\u500b\u4eba\u540d\u3092\u7167\u4f1a\u306e\u672c\u6587\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u533a\u753b\u756a\u53f7\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cc3\u501f\u4eba\u3078\u306e\u5bfe\u5fdc\uff08\u7763\u4fc3\u30fb\u9000\u53bb\u306e\u624b\u7d9a\u304d\uff09\u306b\u3064\u3044\u3066\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7269\u4ef6\u3068\u671f\u9593\u3011{property} {period}\n\u3010\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3011{discrepancies}\n\u3010\u524d\u6708\u306e\u72b6\u614b\u3011{prior_month}\n\u3010\u7ba1\u7406\u59d4\u8a17\u306e\u6761\u4ef6\u3011{agreement_terms}\n```\n\n**\u300c\u91d1\u984d\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5dee\u306e\u984d\u3092\u8db3\u3057\u5408\u308f\u305b\u3066\u300c\u5408\u8a08\u3067\u3044\u304f\u3089\u306e\u4e0d\u8db3\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u305d\u306e\u5408\u8a08\u304c\u4e00\u89a7\u306e\u5024\u3068\u5408\u3063\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u6570\u5b57\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u51fa\u3057\u305f\u3082\u306e\u3060\u3051\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3055\u305b\u307e\u3059\u3002**\n\n**\u300c\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u3082\u306e\u306f\u7167\u4f1a\u306b\u5165\u308c\u306a\u3044\u300d\u3082\u540c\u3058\u304f\u3089\u3044\u5927\u4e8b\u3067\u3059\u3002** \u5165\u308c\u308b\u3068\u3001**\u81ea\u793e\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u7ba1\u7406\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3055\u305b\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u306e\u6307\u793a\u306f\u5225\u306b\u6301\u3061\u3001\u300c`Market Rent` \u3068 `Lease Rent` \u304c\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u5951\u7d04\u306e\u984d\u3092 `lease_rent` \u306b\u3002\u5f53\u305f\u308b\u3082\u306e\u304c\u7121\u3051\u308c\u3070 `unmapped`\u300d\u306e\u3088\u3046\u306b\u3001\u53d6\u308a\u9055\u3048\u3084\u3059\u3044\u7d44\u3092\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"property_code\": \"US-AUS-012\",\n  \"period\": \"2026-09\",\n  \"discrepancies\": [\n    {\n      \"id\": \"D-001\",\n      \"type\": \"rent_mismatch | status_change | arrears_increase | unit_missing | fee_mismatch | distribution_gap\",\n      \"unit_id\": \"204\",\n      \"reported\": \"1850.00\",\n      \"ledger\": \"1795.00\",\n      \"difference\": \"55.00\",\n      \"reason_candidates\": [\n        { \"reason\": \"ledger_not_updated | report_lag | timing | fx_or_bank_fee | report_error | ocr_error\",\n          \"basis\": \"\" }\n      ],\n      \"include_in_inquiry\": true\n    }\n  ],\n  \"inquiry_draft\": { \"subject\": \"\", \"body\": \"\" },\n  \"for_internal_review\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`reported`\u30fb`ledger`\u30fb`difference` \u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5024\u3068\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u6587\u5b57\u3067\u3082\u9055\u3048\u3070\u3001\u305d\u306e\u98df\u3044\u9055\u3044\u306f\u8868\u793a\u3057\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`include_in_inquiry` \u3068 `for_internal_review` \u3067\u884c\u304d\u5148\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u7ba1\u7406\u4f1a\u793e\u306b\u805e\u304f\u3082\u306e\u3068\u3001\u793e\u5185\u3067\u78ba\u304b\u3081\u308b\u3082\u306e\uff08\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u3082\u306e\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304c\u7591\u308f\u308c\u308b\u3082\u306e\uff09\u304c\u6df7\u3056\u3089\u305a\u306b\u51fa\u307e\u3059\u3002\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**Amazon Bedrock \u7d4c\u7531\u306e Claude \u3067\u306f\u4f7f\u3048\u308b\u7bc4\u56f2\u304c\u9650\u3089\u308c\u308b**\u305f\u3081\u3001\u3053\u306e\u69cb\u6210\u3067\u306f Claude API \u3092\u76f4\u63a5\u547c\u3073\u307e\u3059\u3002\u5fdc\u7b54\u304c `refusal` \u3084 `max_tokens` \u3067\u7d42\u308f\u3063\u305f\u3068\u304d\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u53d7\u3051\u4ed8\u3051\u305a\u306b\u3084\u308a\u76f4\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u5831\u544a\u306e\u53d7\u3051\u53d6\u308a\u3068\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u30fb\u7167\u5408\u306e\u7d50\u679c\u306e\u4fdd\u5b58 |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u306e\u30bb\u30eb\u3068\u554f\u3044\u306e\u7b54\u3048 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u7d50\u679c\u306e\u53d6\u308a\u51fa\u3057\u3092\u59cb\u3081\u308b |\n| \u7269\u4ef6\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u533a\u753b\u3054\u3068\u306e\u6761\u4ef6\u3068\u524d\u6708\u306e\u72b6\u614b |\n| \u9280\u884c\u306e\u5165\u91d1\u660e\u7d30 | \u6bce\u671d\u306e\u66f8\u304d\u51fa\u3057\u3092 S3 \u306b\u7f6e\u304f | \u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u5165\u91d1\u306e\u984d\u3068\u65e5\u4ed8 |\n| Claude API | Messages API \u306e\u69cb\u9020\u5316\u51fa\u529b | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u7406\u7531\u306e\u5019\u88dc\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d |\n| \u78ba\u8a8d\u306e\u753b\u9762 | \u793e\u5185\u306eWeb\u753b\u9762\u304b\u5171\u6709\u306e\u30b7\u30fc\u30c8 | \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u306e\u8868\u793a |\n\n**\u7269\u4ef6\u53f0\u5e33\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u3067\u3059\u3002** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u300c\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u300d\u3068\u6c7a\u3081\u305f\u3082\u306e\u3060\u3051\u3001\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u3092\u76f4\u3057\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u53f0\u5e33\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u7ba1\u7406\u4f1a\u793e\u306e\u5831\u544a\u306e\u8aa4\u308a\u304c\u53f0\u5e33\u306b\u5165\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u753b\u9762\u3067\u306f\u3001Textract \u304c\u8fd4\u3057\u305f\u30bb\u30eb\u306e\u4f4d\u7f6e\uff08`Geometry`\uff09\u3092\u3082\u3068\u306b\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u3092\u67a0\u3067\u793a\u3057\u307e\u3059\u3002","human_review":"1. **\u5408\u8a08\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u7269\u4ef6\u3092\u5148\u306b\u898b\u308b** \u2026 \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u7269\u4ef6\u306f\u3001\u7167\u5408\u306b\u9032\u3093\u3067\u3044\u307e\u305b\u3093\u3002**\u8aad\u307f\u843d\u3068\u3057\u306e\u884c\u3092PDF\u3067\u63a2\u3057\u307e\u3059**\n2. **`unreadable` \u306e\u5024\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u30bb\u30eb\u3092\u3001PDF\u3067\u76ee\u3067\u8aad\u307f\u307e\u3059\n3. **\u98df\u3044\u9055\u3044\u3092PDF\u3068\u898b\u6bd4\u3079\u308b** \u2026 \u67a0\u3067\u793a\u3055\u308c\u305f\u7b87\u6240\u3092\u898b\u3066\u3001\u5831\u544a\u306e\u5024\u3068\u53f0\u5e33\u306e\u5024\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u884c\u304d\u5148\u3092\u6c7a\u3081\u308b** \u2026 \u7ba1\u7406\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3001\u7d4c\u7406\u3078\u306e\u9023\u7d61\u306e\u3069\u308c\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n5. **\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n6. **\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u6708\u3060\u3051\u3001\u6848\u3092\u78ba\u304b\u3081\u3066\u5bfe\u5fdc\u8868\u306b\u5165\u308c\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u7269\u4ef6\u306e\u7167\u5408\u7d50\u679c\u306f\u3001**\u98df\u3044\u9055\u3044\u306e\u591a\u304f\u304c\u8aad\u307f\u53d6\u308a\u306e\u554f\u984c\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef630\u5206\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306e\u7121\u3044\u7269\u4ef6\u306f\u4e00\u89a7\u3092\u6d41\u3057\u898b\u3066\u6570\u5206\u3001\u533a\u753b\u306e\u591a\u3044\u7269\u4ef6\u3084\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u7269\u4ef6\u306f1\u6642\u9593\u8fd1\u304f\u304b\u304b\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u6271\u3048\u306a\u3044\u3002**\u7ba1\u7406\u4f1a\u793e\u306b\u4fdd\u8b77\u306a\u3057\u3067\u9001\u3063\u3066\u3082\u3089\u3046** |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u30fb\u30b9\u30ad\u30e3\u30f3\u304c\u7c97\u3044 | \u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3002**\u5143\u306ePDF\u3092\u983c\u3080** |\n| \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | \u7167\u5408\u306b\u9032\u3081\u305a\u3001\u7269\u4ef6\u3054\u3068\u4eba\u306b\u56de\u3059 |\n| \u554f\u3044\u306e\u7b54\u3048\u304c\u7a7a | \u8868\u306e\u5408\u8a08\u306e\u884c\u304b\u3089\u63a2\u3057\u3001\u7121\u3051\u308c\u3070\u4eba\u306b\u56de\u3059 |\n| `JobStatus` \u304c `PARTIAL_SUCCESS`\u30fb`FAILED` | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u4eba\u306b\u56de\u3059\u3002\u5931\u6557\u306f\u540c\u3058 `ClientRequestToken` \u3067\u518d\u5b9f\u884c |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057 | Claude API \u306e\u6848\u3092\u51fa\u3057\u3001\u627f\u8a8d\u3055\u308c\u308b\u307e\u3067\u305d\u306e\u7269\u4ef6\u306e\u7167\u5408\u3092\u6b62\u3081\u308b |\n| \u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u304b\u53ce\u652f\u5831\u544a\u306e\u7247\u65b9\u3057\u304b\u5c4a\u304b\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u307e\u3067\u9032\u3081\u300115\u65e5\u3092\u904e\u304e\u305f\u3089\u672a\u7740\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u5831\u544a\u304c\u6df7\u3056\u308b | \u554f\u3044\u306f\u4f7f\u3048\u306a\u3044\u3002\u8868\u306e\u8aad\u307f\u53d6\u308a\u3060\u3051\u306b\u3057\u3001\u5bfe\u5fdc\u8868\u3092\u5225\u306b\u4f5c\u308b |\n| \u9001\u91d1\u304c\u6708\u3092\u307e\u305f\u3044\u3067\u5c4a\u304f | \u5165\u91d1\u660e\u7d30\u3092\u524d\u5f8c\u306e\u6708\u307e\u3067\u898b\u3066\u7167\u5408\u3059\u308b |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u304c\u3001\u904b\u7528\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u8d77\u304d\u307e\u3059\u3002** \u76f4\u3059\u306e\u306fAI\u3067\u306f\u306a\u304f\u524d\u51e6\u7406\u306e\u898f\u5247\u3067\u3059\u3002","log_storage":"- \u5831\u544a\u306e\u539f\u672c\uff08PDF\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- Textract \u306e\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u3068\u3001`GetDocumentAnalysis` \u306e\u7d50\u679c\u306e\u5168\u6587\uff08**\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044**\u306e\u3067\u3001\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u6b8b\u3059\uff09\n- \u7d44\u307f\u7acb\u3066\u305f\u533a\u753b\u3054\u3068\u306e\u8868\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u7248\n- \u7167\u5408\u306e\u7d50\u679c\uff08\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u53f0\u5e33\u306e\u5185\u5bb9\n- Claude API \u306e\u51fa\u529b\u3068\u3001\u6307\u793a\u306e\u7248\n- \u62c5\u5f53\u8005\u304c\u6c7a\u3081\u305f\u884c\u304d\u5148\uff08\u7167\u4f1a\u30fb\u53f0\u5e33\u306e\u66f4\u65b0\u30fb\u7d4c\u7406\uff09\u3068\u3001\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u56de\u7b54\n- \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u3092\u627f\u8a8d\u3057\u305f\u8a18\u9332\n\n**\u53f0\u5e33\u306e\u5185\u5bb9\u3092\u7167\u5408\u306e\u3068\u304d\u306e\u72b6\u614b\u3067\u6b8b\u3059\u306e\u306f\u3001\u53f0\u5e33\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u300c9\u6708\u306e\u6642\u70b9\u3067\u306f\u53f0\u5e33\u304c\u53e4\u304b\u3063\u305f\u300d\u3053\u3068\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u305d\u306e\u6708\u306e\u98df\u3044\u9055\u3044\u304c\u8ab0\u306e\u5074\u306e\u554f\u984c\u3060\u3063\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\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":3,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":90,"after_minutes_per_case":30,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1920000,"summary":"\u6d77\u5916\u306e\u8cc3\u8cb8\u7269\u4ef6\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u3092\u8aad\u307f\u53d6\u308a\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u30fb\u5165\u5c45\u306e\u72b6\u614b\u30fb\u6ede\u7d0d\u3092\u81ea\u793e\u306e\u7269\u4ef6\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u5831\u544a\u4e0a\u306e\u9001\u91d1\u984d\u3068\u5b9f\u969b\u306e\u5165\u91d1\u984d\u306e\u5dee\u3082\u62fe\u3044\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3068\u3042\u308f\u305b\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u7269\u4ef6\u3054\u3068\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u306ePDF\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u30921\u30da\u30fc\u30b8\u305a\u3064\u898b\u3066\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u30fb\u5165\u5c45\u306e\u72b6\u614b\u30fb\u6ede\u7d0d\u306e\u984d\u3092\u7269\u4ef6\u53f0\u5e33\u306e\u30b7\u30fc\u30c8\u3078\u5199\u3059\n3. \u53f0\u5e33\u306e\u8cc3\u8cb8\u501f\u306e\u6761\u4ef6\uff08\u6708\u984d\u8cc3\u6599\u30fb\u5951\u7d04\u671f\u9593\u30fb\u6539\u5b9a\u306e\u4e88\u5b9a\uff09\u3068\u6bd4\u3079\u3001\u9055\u3046\u533a\u753b\u306b\u5370\u3092\u4ed8\u3051\u308b\n4. \u53ce\u652f\u5831\u544a\u306e\u56de\u53ce\u984d\u30fb\u7ba1\u7406\u624b\u6570\u6599\u30fb\u7d4c\u8cbb\u30fb\u9001\u91d1\u984d\u3092\u96fb\u5353\u3067\u78ba\u304b\u3081\u308b\n5. \u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u3067\u3001\u5b9f\u969b\u306b\u5165\u3063\u305f\u984d\u3068\u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u3092\u6bd4\u3079\u308b\n6. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u7167\u4f1a\u3059\u308b\n7. \u56de\u7b54\u3092\u5f85\u3061\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u8a08\u4e0a\u306e\u6750\u6599\u306b\u3059\u308b\n\n**\uff08a\uff09\u5199\u3059\u4f5c\u696d\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u308b\u3002** 100\u533a\u753b\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u306a\u3089\u3001\u533a\u753b\u756a\u53f7\u30fb\u8cc3\u501f\u4eba\u30fb\u8cc3\u6599\u30fb\u6ede\u7d0d\u3092100\u884c\u5199\u3057\u307e\u3059\u3002**\u5199\u3057\u7d42\u3048\u305f\u6642\u70b9\u3067\u3001\u78ba\u304b\u3081\u308b\u6642\u9593\u304c\u307b\u3068\u3093\u3069\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3002** 40\u7269\u4ef6\u306e\u3046\u3061\u3001\u533a\u753b\u306e\u591a\u3044\u6570\u7269\u4ef6\u3060\u3051\u30671\u65e5\u304c\u7d42\u308f\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u5217\u306e\u610f\u5473\u304c\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u3002** `Market Rent` \u306f\u52df\u96c6\u8cc3\u6599\u3067\u3001\u5b9f\u969b\u306e\u5951\u7d04\u306e\u8cc3\u6599\u306f `Lease Rent` \u306e\u5217\u306b\u3042\u308b\u3001\u3068\u3044\u3046\u66f8\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002**\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u5168\u533a\u753b\u3067\u8cc3\u6599\u304c\u9055\u3046\u3068\u3044\u3046\u7d50\u679c\u306b\u306a\u308a\u307e\u3059\u3002** \u65b0\u3057\u3044\u62c5\u5f53\u8005\u304c\u6700\u521d\u306b\u3064\u307e\u305a\u304f\u306e\u304c\u3053\u3053\u3067\u3059\u3002\n\n**\uff08c\uff09\u9000\u53bb\u3068\u5165\u5c45\u306e\u53cd\u6620\u304c\u9045\u308c\u308b\u3002** \u6708\u672b\u306b\u9000\u53bb\u3057\u305f\u533a\u753b\u304c\u7fcc\u6708\u3082\u5165\u5c45\u4e2d\u306e\u307e\u307e\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002**\u6bd4\u8f03\u3092\u6025\u3050\u3068\u3001\u72b6\u614b\u306e\u5909\u5316\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n**\uff08d\uff09\u9001\u91d1\u984d\u306e\u5dee\u306e\u7406\u7531\u304c\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u6708\u672b\u306b\u306a\u308b\u3002** \u4fee\u7e55\u306e\u8acb\u6c42\u304c\u7fcc\u6708\u306b\u305a\u308c\u3066\u8f09\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u5185\u8a33\u3092\u524d\u6708\u3068\u4e26\u3079\u306a\u3044\u3068\u3001\u305a\u308c\u304b\u8aa4\u308a\u304b\u304c\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002** \u7167\u4f1a\u304c\u9045\u308c\u3001\u56de\u7b54\u304c\u7de0\u3081\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u6708\u304c\u3042\u308a\u307e\u3059\u3002","before_flow_steps":["\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3092\u958b\u304d\u3001\u7269\u4ef6\u3054\u3068\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u306ePDF\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u30921\u30da\u30fc\u30b8\u305a\u3064\u898b\u3066\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u30fb\u5165\u5c45\u306e\u72b6\u614b\u30fb\u6ede\u7d0d\u306e\u984d\u3092\u7269\u4ef6\u53f0\u5e33\u306e\u30b7\u30fc\u30c8\u3078\u5199\u3059","\u53f0\u5e33\u306e\u8cc3\u8cb8\u501f\u306e\u6761\u4ef6\uff08\u6708\u984d\u8cc3\u6599\u30fb\u5951\u7d04\u671f\u9593\u30fb\u6539\u5b9a\u306e\u4e88\u5b9a\uff09\u3068\u6bd4\u3079\u3001\u9055\u3046\u533a\u753b\u306b\u5370\u3092\u4ed8\u3051\u308b","\u53ce\u652f\u5831\u544a\u306e\u56de\u53ce\u984d\u30fb\u7ba1\u7406\u624b\u6570\u6599\u30fb\u7d4c\u8cbb\u30fb\u9001\u91d1\u984d\u3092\u96fb\u5353\u3067\u78ba\u304b\u3081\u308b","\u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u3067\u3001\u5b9f\u969b\u306b\u5165\u3063\u305f\u984d\u3068\u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u3092\u6bd4\u3079\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u7167\u4f1a\u3059\u308b","\u56de\u7b54\u3092\u5f85\u3061\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u8a08\u4e0a\u306e\u6750\u6599\u306b\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5c4a\u3044\u305fPDF\u3092\u7269\u4ef6\u3054\u3068\u306e\u4fdd\u5b58\u5834\u6240\uff08Amazon S3\uff09\u306b\u7f6e\u304f\uff08\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u306e\u632f\u308a\u5206\u3051\u3067\u7f6e\u3044\u3066\u3082\u3088\u3044\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b AWS Lambda \u304c\u52d5\u304d\u3001AWS Textract \u306e\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\u3092\u59cb\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u3066\u3001\u8868\u306e\u30bb\u30eb\u3068\u3001\u9001\u91d1\u984d\u306a\u3069\u306e\u554f\u3044\u3078\u306e\u7b54\u3048\u3092\u53d6\u308a\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u8868\u3092\u533a\u753b\u3054\u3068\u306e\u884c\u306b\u305d\u308d\u3048\u308b\u3002**\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u3060\u3051\u3001Claude API \u304c\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3059**\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u3092\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u3001\u5165\u5c45\u306e\u72b6\u614b\u3068\u6ede\u7d0d\u3092\u524d\u6708\u3068\u6bd4\u3079\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53ce\u652f\u5831\u544a\u306e\u5185\u8a33\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u306e\u984d\u3068\u6bd4\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u98df\u3044\u9055\u3044\u3054\u3068\u306b\u7406\u7531\u306e\u5019\u88dc\u3092\u66f8\u304d\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u82f1\u6587\u306e\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u98df\u3044\u9055\u3044\u306e\u51fa\u305f\u533a\u753b\u3068\u9001\u91d1\u984d\u306e\u5dee\u3060\u3051\u3092\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u7ba1\u7406\u4f1a\u793e\u3078\u9001\u308a\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u6c7a\u3081\u308b\n\n**4\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5217\u306e\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u3092\u6bce\u56deAI\u306b\u4efb\u305b\u308b\u3068\u3001\u540c\u3058\u66f8\u5f0f\u3067\u3082\u6708\u306b\u3088\u3063\u3066 `Market Rent` 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\u304c\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u51fa\u3059**","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u3092\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u3001\u5165\u5c45\u306e\u72b6\u614b\u3068\u6ede\u7d0d\u3092\u524d\u6708\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53ce\u652f\u5831\u544a\u306e\u5185\u8a33\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u306e\u984d\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u98df\u3044\u9055\u3044\u3054\u3068\u306b\u7406\u7531\u306e\u5019\u88dc\u3092\u66f8\u304d\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u82f1\u6587\u306e\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** 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\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 GetDocumentAnalysis\uff08NextToken \u3067\u7d50\u679c\u3092\u9001\u308b\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1aCELL \u304b\u3089\u8868\u3092\u7d44\u307f\u7acb\u3066\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u3067\u533a\u753b\u3054\u3068\u306e\u884c\u306b\u305d\u308d\u3048\u308b\n   \u251c\u2500\u2500\u25b6 Claude API\uff1a\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u3060\u3051\u3001\u5bfe\u5fdc\u3065\u3051\u306e\u6848\uff08\u627f\u8a8d\u5f85\u3061\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u53f0\u5e33\u306e\u6761\u4ef6\u30fb\u524d\u6708\u306e\u72b6\u614b\u3068\u306e\u6bd4\u8f03\u3001\u9001\u91d1\u984d\u306e\u8a08\u7b97\u3057\u76f4\u3057\u3068\u5165\u91d1\u3068\u306e\u7167\u5408\n   \u2514\u2500\u2500\u25b6 Claude API\uff1a\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u306e\u5019\u88dc\u3068\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\uff08\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\uff09\n   \u25bc\n\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u7167\u4f1a\uff08\u62c5\u5f53\u8005\u304c\u9001\u308b\uff09\uff0f\u7269\u4ef6\u53f0\u5e33\u306e\u66f4\u65b0\uff0f\u7d4c\u7406\u3078\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\u5217\u306e\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u7406\u7531\u306e\u5019\u88dc\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u8868\u306e\u7d44\u307f\u7acb\u3066\u3001\u53f0\u5e33\u30fb\u524d\u6708\u30fb\u5165\u91d1\u3068\u306e\u7167\u5408\u3001\u9001\u91d1\u984d\u306e\u8a08\u7b97\u3057\u76f4\u3057\uff09 | \u4e0d\u52d5\u7523\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7167\u5408\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\u5831\u544a\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\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** 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\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\u3001\u65e5\u672c\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002\u7c73\u56fd\u30fb\u82f1\u56fd\u30fb\u8c6a\u5dde\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u5831\u544a\u306f\u82f1\u6587\u306a\u306e\u3067\u3001\u3053\u306e\u7bc4\u56f2\u306b\u5165\u308a\u307e\u3059\u3002**\u8868\u306e\u8aad\u307f\u53d6\u308a\u3067\u306f\u3001\u30bb\u30eb\u3054\u3068\u306b\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u8fd4\u308a\u3001\u5217\u306e\u898b\u51fa\u3057\u3084\u5408\u8a08\u306e\u30bb\u30eb\u306b\u306f\u7a2e\u985e\u304c\u4ed8\u304d\u307e\u3059\u3002** \u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u66f8\u5f0f\u3067\u3082\u3001\u898b\u51fa\u3057\u306e\u884c\u3068\u5408\u8a08\u306e\u884c\u3092\u6a5f\u68b0\u7684\u306b\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n**\u7269\u4ef6\u53f0\u5e33\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7167\u5408\u306e\u7d50\u679c\u306f\u4e00\u89a7\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u3001\u53f0\u5e33\u3092\u76f4\u3059\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u7269\u4ef6\u3054\u3068\u306e\u4fdd\u5b58\u5834\u6240\u306bPDF\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u5834\u6240\u306f `s3:\/\/overseas-pm-reports\/<\u7ba1\u7406\u4f1a\u793e\u30b3\u30fc\u30c9>\/<\u7269\u4ef6\u30b3\u30fc\u30c9>\/<\u5e74\u6708>\/` \u306e\u3088\u3046\u306b\u5206\u3051\u3001**\u5834\u6240\u304b\u3089\u7ba1\u7406\u4f1a\u793e\u3068\u7269\u4ef6\u3092\u6c7a\u3081\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u65b9\u306f\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3067\u3059\u3002\n\n\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u306f\u3001\u540c\u3058\u7269\u4ef6\u30fb\u540c\u3058\u6708\u306e\u5834\u6240\u306b\u7f6e\u304b\u308c\u305f2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u7d44\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\u7247\u65b9\u3060\u3051\u304c\u5c4a\u3044\u305f\u6bb5\u968e\u3067\u306f\u8aad\u307f\u53d6\u308a\u307e\u3067\u9032\u3081\u3001\u7167\u5408\u306f2\u3064\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u884c\u3044\u307e\u3059\u3002** \u6708\u306e15\u65e5\u3092\u904e\u304e\u3066\u3082\u305d\u308d\u308f\u306a\u3044\u7269\u4ef6\u306f\u3001\u672a\u7740\u306e\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\u3002\n\n\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u59cb\u3081\u308b\u3068\u304d\u306f\u3001**\u7269\u4ef6\u30b3\u30fc\u30c9\u3068\u5e74\u6708\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092 `ClientRequestToken` \u306b\u5165\u308c\u307e\u3059\u3002** \u540c\u3058\u5024\u3067\u59cb\u3081\u308b\u3068\u540c\u3058\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u304c\u8fd4\u308b\u306e\u3067\u3001\u4fdd\u5b58\u306e\u901a\u77e5\u304c\u4e8c\u91cd\u306b\u5c4a\u3044\u3066\u3082\u3001\u540c\u3058\u5831\u544a\u30922\u56de\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002**`JobTag` \u306b\u306f\u7ba1\u7406\u4f1a\u793e\u30b3\u30fc\u30c9\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u66f8\u5f0f\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30ec\u30f3\u30c8\u30ed\u30fc\u30eb | \u533a\u753b\u756a\u53f7\u3001\u8cc3\u501f\u4eba\u3001\u5951\u7d04\u306e\u958b\u59cb\u30fb\u7d42\u4e86\u65e5\u3001\u6708\u984d\u8cc3\u6599\u3001\u5171\u76ca\u8cbb\u306a\u3069\u306e\u8acb\u6c42\u3001\u6ede\u7d0d\u306e\u984d\uff08\u7d4c\u904e\u65e5\u6570\u3054\u3068\u306e\u5834\u5408\u3042\u308a\uff09\u3001\u5165\u5c45\u306e\u72b6\u614b | \u7ba1\u7406\u4f1a\u793e\u306ePDF |\n| \u53ce\u652f\u5831\u544a | \u5bfe\u8c61\u306e\u671f\u9593\u3001\u56de\u53ce\u984d\u3001\u7ba1\u7406\u624b\u6570\u6599\u3001\u7d4c\u8cbb\u306e\u5185\u8a33\u3001\u524d\u6708\u304b\u3089\u306e\u7e70\u8d8a\u3001\u9001\u91d1\u984d | \u7ba1\u7406\u4f1a\u793e\u306ePDF |\n| \u7269\u4ef6\u53f0\u5e33 | \u533a\u753b\u3054\u3068\u306e\u8cc3\u8cb8\u501f\u306e\u6761\u4ef6\uff08\u6708\u984d\u8cc3\u6599\u3001\u5951\u7d04\u671f\u9593\u3001\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3068\u6539\u5b9a\u5f8c\u306e\u984d\uff09\u3001\u524d\u6708\u306e\u5165\u5c45\u306e\u72b6\u614b\u3068\u6ede\u7d0d\u306e\u984d | \u81ea\u793e\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u7ba1\u7406\u59d4\u8a17\u306e\u6761\u4ef6 | \u7ba1\u7406\u624b\u6570\u6599\u306e\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\uff08\u56de\u53ce\u984d\u304b\u8acb\u6c42\u984d\u304b\uff09\u3001\u7d4c\u8cbb\u306e\u627f\u8a8d\u306e\u4e0a\u9650 | \u7ba1\u7406\u59d4\u8a17\u5951\u7d04\u304b\u3089\u8d77\u3053\u3057\u305f\u4e00\u89a7 |\n| \u5165\u91d1\u660e\u7d30 | \u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u5165\u91d1\u306e\u65e5\u4ed8\u30fb\u984d\u30fb\u901a\u8ca8 | \u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\u306e\u66f8\u304d\u51fa\u3057 |\n| \u5217\u306e\u5bfe\u5fdc\u8868 | \u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u3001\u3069\u306e\u898b\u51fa\u3057\u3092\u81ea\u793e\u306e\u3069\u306e\u9805\u76ee\u3068\u3057\u3066\u8aad\u3080\u304b | \u81ea\u793e\u3067\u4f5c\u308a\u3001\u4eba\u304c\u627f\u8a8d\u3057\u305f\u3082\u306e |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u53f0\u5e33\u306b\u6539\u5b9a\u306e\u4e88\u5b9a\u304c\u7121\u3051\u308c\u3070\u3001\u6539\u5b9a\u5f8c\u306e\u8cc3\u6599\u304c\u300c\u98df\u3044\u9055\u3044\u300d\u306b\u306a\u308a\u307e\u3059\u3002**\u5217\u306e\u5bfe\u5fdc\u8868\u306f\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b1\u679a\u3067\u3001\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u3068\u304d\u306b\u305d\u306e1\u679a\u3092\u76f4\u3057\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\u306e\u30bb\u30eb | `BlockType` \u304c `CELL` \u306e\u30d6\u30ed\u30c3\u30af\uff08`RowIndex`\u30fb`ColumnIndex`\u30fb`Confidence`\uff09 | \u533a\u753b\u3054\u3068\u306e\u884c\u306e\u7d44\u307f\u7acb\u3066 |\n| \u5217\u306e\u898b\u51fa\u3057 | `EntityTypes` \u306b `COLUMN_HEADER` \u304c\u4ed8\u3044\u305f\u30bb\u30eb | \u5217\u306e\u5bfe\u5fdc\u8868\u3068\u306e\u7167\u5408 |\n| \u5408\u8a08\u306e\u884c | `EntityTypes` \u306b `TABLE_SUMMARY` \u304c\u4ed8\u3044\u305f\u30bb\u30eb | \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb | `MERGED_CELL` \u306e\u30d6\u30ed\u30c3\u30af | \u7269\u4ef6\u540d\u3084\u533a\u5206\u306e\u898b\u51fa\u3057\u304c\u8907\u6570\u5217\u306b\u307e\u305f\u304c\u308b\u5834\u5408\u306e\u51e6\u7406 |\n| \u9001\u91d1\u984d\u306a\u3069\u306e\u5358\u72ec\u306e\u5024 | `QUERY` \u3068 `QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af | \u53ce\u652f\u5831\u544a\u306e\u671f\u9593\u30fb\u56de\u53ce\u984d\u30fb\u624b\u6570\u6599\u30fb\u9001\u91d1\u984d |\n\n**\u8868\u306e\u5024\u306f\u3001\u30bb\u30eb\u306e `Confidence` \u3068\u4e00\u7dd2\u306b\u53d6\u308a\u51fa\u3057\u3001\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u30bb\u30eb\u306b\u306f\u7167\u5408\u306e\u524d\u306b `unreadable` \u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n**\u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u306e\u3088\u3046\u306a\u5358\u72ec\u306e\u5024\u306f\u3001\u554f\u3044\uff08\u30af\u30a8\u30ea\uff09\u3067\u53d6\u308a\u307e\u3059\u3002** \u6b21\u306e\u3088\u3046\u306b\u3001\u554f\u3044\u306e\u6587\u3068\u5225\u540d\u3092\u6e21\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"DocumentLocation\": { \"S3Object\": { \"Bucket\": \"overseas-pm-reports\",\n                                      \"Name\": \"PM03\/US-AUS-012\/2026-09\/owner_statement.pdf\" } },\n  \"FeatureTypes\": [\"TABLES\", \"QUERIES\"],\n  \"ClientRequestToken\": \"US-AUS-012-2026-09-os\",\n  \"JobTag\": \"PM03\",\n  \"NotificationChannel\": { \"SNSTopicArn\": \"arn:aws:sns:...:textract-done\",\n                           \"RoleArn\": \"arn:aws:iam::...:role\/textract-sns\" },\n  \"QueriesConfig\": { \"Queries\": [\n    { \"Text\": \"What is the statement period?\", \"Alias\": \"PERIOD\" },\n    { \"Text\": \"What is the total cash received?\", \"Alias\": \"CASH_RECEIVED\" },\n    { \"Text\": \"What is the management fee?\", \"Alias\": \"MGMT_FEE\" },\n    { \"Text\": \"What is the owner distribution amount?\", \"Alias\": \"DISTRIBUTION\" }\n  ] }\n}\n```\n\n**\u554f\u3044\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u306e\u6b04\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u8868\u306e\u5408\u8a08\u306e\u884c\u304b\u3089\u540c\u3058\u5024\u3092\u63a2\u3057\u3001\u7121\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\u554f\u3044\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002\n\n\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u30011\u56de\u306b\u8fd4\u308b\u30d6\u30ed\u30c3\u30af\u306f\u6700\u59271,000\u4ef6\u3067\u3059\u3002**`NextToken` \u304c\u8fd4\u308b\u9593\u306f\u547c\u3073\u7d9a\u3051\u3001\u5168\u30da\u30fc\u30b8\u306e\u7d50\u679c\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u8868\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f\u3001`Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 PDF\u30fbJPEG\u30fbPNG\u30fbTIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u306e\u3067\u3001\u7ba1\u7406\u4f1a\u793e\u306b\u4fdd\u8b77\u306a\u3057\u3067\u9001\u3063\u3066\u3082\u3089\u3044\u307e\u3059\n2. **\u30da\u30fc\u30b8\u306e\u5411\u304d\u3068\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\uff08150DPI\u3067\u7d048\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\u3002**\u30b9\u30ad\u30e3\u30f3\u306e\u7c97\u3044\u5831\u544a\u306f\u3001\u7ba1\u7406\u4f1a\u793e\u306b\u5143\u306ePDF\u3092\u983c\u307f\u307e\u3059**\n3. **\u8868\u306e\u7d44\u307f\u7acb\u3066** \u2026 `CELL` \u3092 `RowIndex`\u30fb`ColumnIndex` \u3067\u4e26\u3079\u3001`COLUMN_HEADER` \u306e\u884c\u3092\u898b\u51fa\u3057\u306b\u3057\u307e\u3059\n4. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u3064\u306a\u304e** \u2026 \u8868\u306f\u30da\u30fc\u30b8\u3054\u3068\u306b\u8fd4\u308b\u306e\u3067\u3001**\u540c\u3058\u898b\u51fa\u3057\u306e\u4e26\u3073\u3092\u6301\u3064\u8868\u3092\u3001\u30da\u30fc\u30b8\u306e\u9806\u306b\u3064\u306a\u3050\u51e6\u7406\u3092\u81ea\u5206\u3067\u66f8\u304d\u307e\u3059\u3002** 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306b\u898b\u51fa\u3057\u304c\u7121\u3044\u66f8\u5f0f\u306f\u3001\u524d\u306e\u30da\u30fc\u30b8\u306e\u898b\u51fa\u3057\u3092\u5f15\u304d\u7d99\u304e\u307e\u3059\n5. **\u5217\u306e\u5bfe\u5fdc\u3065\u3051** \u2026 \u7ba1\u7406\u4f1a\u793e\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u898b\u51fa\u3057\u3092 `unit_id`\u3001`tenant`\u3001`lease_rent`\u3001`charges`\u3001`balance_due`\u3001`status` \u306a\u3069\u306e\u81ea\u793e\u306e\u9805\u76ee\u306b\u5f53\u3066\u307e\u3059\n6. **\u6570\u306e\u8aad\u307f\u66ff\u3048** \u2026 `(1,250.00)` \u306e\u3088\u3046\u306a\u62ec\u5f27\u306e\u8ca0\u306e\u6570\u3001\u901a\u8ca8\u306e\u8a18\u53f7\u3001`-` \u3060\u3051\u306e\u30bb\u30eb\u3092\u6570\u306b\u76f4\u3057\u307e\u3059\u3002**\u8aad\u307f\u66ff\u3048\u305f\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u5408\u8a08\u306e\u78ba\u304b\u3081** \u2026 \u533a\u753b\u306e\u884c\u3092\u8db3\u3057\u305f\u984d\u3068\u3001`TABLE_SUMMARY` \u306e\u884c\u306e\u984d\u304c\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u5408\u308f\u306a\u3044\u3068\u304d\u306f\u3001\u884c\u306e\u8aad\u307f\u843d\u3068\u3057\u3092\u7591\u3044\u3001\u305d\u306e\u7269\u4ef6\u306f\u7167\u5408\u306b\u9032\u3081\u305a\u4eba\u306b\u56de\u3057\u307e\u3059**\n8. **\u533a\u753b\u756a\u53f7\u306e\u305d\u308d\u3048** \u2026 `Unit 101`\u3001`#101`\u3001`101` \u3092\u540c\u3058\u533a\u753b\u3068\u3057\u3066\u6271\u3046\u898f\u5247\u3092\u3001\u7269\u4ef6\u3054\u3068\u306b\u6c7a\u3081\u307e\u3059\n\n**7\u756a\u76ee\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u898b\u3064\u3051\u308b\u3044\u3061\u3070\u3093\u78ba\u304b\u306a\u65b9\u6cd5\u3067\u3059\u3002** \u5408\u308f\u306a\u3044\u307e\u307e\u7167\u5408\u306b\u9032\u3080\u3068\u3001\u8aad\u307f\u843d\u3068\u3057\u305f\u533a\u753b\u304c\u300c\u53f0\u5e33\u306b\u6709\u308b\u306e\u306b\u5831\u544a\u306b\u7121\u3044\u300d\u3068\u51fa\u3066\u3001**\u7ba1\u7406\u4f1a\u793e\u3078\u898b\u5f53\u9055\u3044\u306e\u7167\u4f1a\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u306e\u5019\u88dc\u306e\u8a00\u8449\u3065\u3051\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848 | \u66f8\u5f0f\u304c\u5909\u308f\u3063\u3066\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u3001\u81ea\u793e\u306e\u3069\u306e\u9805\u76ee\u306b\u5f53\u305f\u308b\u304b\u306e\u6848\u3068\u7406\u7531 |\n| \u7406\u7531\u306e\u5019\u88dc | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u98df\u3044\u9055\u3044\uff08\u8cc3\u6599\u30fb\u72b6\u614b\u30fb\u6ede\u7d0d\u30fb\u9001\u91d1\u984d\uff09\u3054\u3068\u306b\u3001\u8003\u3048\u3089\u308c\u308b\u7406\u7531\u3092\u6319\u3052\u308b |\n| \u7167\u4f1a\u306e\u4e0b\u66f8\u304d | \u7ba1\u7406\u4f1a\u793e\u3078\u306e\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3002\u533a\u753b\u756a\u53f7\u3068\u984d\u3001\u78ba\u304b\u3081\u305f\u3044\u70b9\u3092\u4e26\u3079\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u30fb\u5dee\u306e\u7b97\u51fa | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3059\u308b\u3002**AI\u306b\u8db3\u3055\u305b\u308b\u3068\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5408\u8a08\u3092\u66f8\u304f** |\n| \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u306e\u78ba\u5b9a | \u4eba\u304c\u627f\u8a8d\u3057\u3066\u304b\u3089\u5bfe\u5fdc\u8868\u306b\u5165\u308c\u308b |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u524d\u6708\u306e\u5024\u3084\u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u5909\u5316\u304c\u6d88\u3048\u308b |\n| \u98df\u3044\u9055\u3044\u306e\u7d50\u8ad6 | \u7ba1\u7406\u4f1a\u793e\u306e\u8aa4\u308a\u304b\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304b\u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u7167\u4f1a\u306e\u9001\u4fe1 | \u4e0b\u66f8\u304d\u307e\u3067\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8aad\u3081\u306a\u3044\u8cc3\u6599\u3092\u53f0\u5e33\u306e\u984d\u3067\u57cb\u3081\u3066\u300c\u4e00\u81f4\u300d\u3068\u3059\u308b\u3068\u3001**\u672c\u5f53\u306b\u8cc3\u6599\u304c\u5909\u308f\u3063\u3066\u3044\u305f\u533a\u753b\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3059\u98df\u3044\u9055\u3044\u306e\u7a2e\u985e\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u7a2e\u985e | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898b\u308b\u3053\u3068 |\n|:--|:--|\n| `rent_mismatch` | \u5831\u544a\u306e\u8cc3\u6599\u304c\u3001\u53f0\u5e33\u306e\u6708\u984d\u8cc3\u6599\u3068\u9055\u3046\uff08\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u3066\u3044\u308c\u3070\u6539\u5b9a\u5f8c\u306e\u984d\u3068\u6bd4\u3079\u308b\uff09 |\n| `status_change` | \u5165\u5c45\u30fb\u7a7a\u5ba4\u306e\u72b6\u614b\u304c\u524d\u6708\u3068\u5909\u308f\u3063\u305f\u3002\u53f0\u5e33\u306b\u9000\u53bb\u3084\u65b0\u3057\u3044\u5951\u7d04\u306e\u8a18\u9332\u304c\u7121\u3044 |\n| `arrears_increase` | \u6ede\u7d0d\u306e\u984d\u304c\u524d\u6708\u3088\u308a\u5897\u3048\u305f\u3002\u7d4c\u904e\u65e5\u6570\u306e\u533a\u5206\u304c\u9032\u3093\u3060 |\n| `unit_missing` | \u53f0\u5e33\u306b\u6709\u308b\u533a\u753b\u304c\u5831\u544a\u306b\u7121\u3044\u3001\u307e\u305f\u306f\u5831\u544a\u306b\u6709\u308b\u533a\u753b\u304c\u53f0\u5e33\u306b\u7121\u3044 |\n| `fee_mismatch` | \u7ba1\u7406\u624b\u6570\u6599\u304c\u3001\u59d4\u8a17\u306e\u6761\u4ef6\u306e\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u984d\u3068\u9055\u3046 |\n| `distribution_gap` | \u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u3068\u3001\u5b9f\u969b\u306e\u5165\u91d1\u984d\u304c\u9055\u3046 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u306e\u5019\u88dc\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u304d\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4e0d\u52d5\u7523\u4f1a\u793e\u306e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u306e\u7269\u4ef6\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u6708\u6b21\u306e\u5831\u544a\u3068\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u98df\u3044\u9055\u3044\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8a08\u7b97\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u6570\u5b57\u306f\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u30921\u4ef6\u305a\u3064\u8aad\u307f\u3001\u8003\u3048\u3089\u308c\u308b\u7406\u7531\u306e\u5019\u88dc\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5019\u88dc\u306f\u300c\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u300d\u300c\u5831\u544a\u306e\u53cd\u6620\u306e\u9045\u308c\u300d\u300c\u8a08\u4e0a\u306e\u6642\u671f\u306e\u305a\u308c\u300d\n   \u300c\u70ba\u66ff\u30fb\u9001\u91d1\u306e\u624b\u6570\u6599\u300d\u300c\u5831\u544a\u306e\u8aa4\u308a\u300d\u300c\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u300d\u304b\u3089\u9078\u3073\u3001\n   \u5f53\u3066\u306f\u307e\u308b\u6839\u62e0\u3092\u4e00\u89a7\u306e\u9805\u76ee\u304b\u3089\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7ba1\u7406\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b\u3079\u304d\u98df\u3044\u9055\u3044\u3060\u3051\u3092\u9078\u3073\u3001\u82f1\u6587\u306e\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u533a\u753b\u756a\u53f7\u3001\u5831\u544a\u306e\u984d\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u984d\u3001\u78ba\u304b\u3081\u305f\u3044\u70b9\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u66f8\u304b\u308c\u305f\u5dee\u306e\u984d\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u89a7\u306b\u7121\u3044\u533a\u753b\u3084\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- status \u304c unreadable \u306e\u5024\u306f\u300c\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u300d\u3068\u66f8\u304d\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u98df\u3044\u9055\u3044\u306f\u3001\u7167\u4f1a\u306b\u5165\u308c\u305a\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u306b\u56de\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ba1\u7406\u4f1a\u793e\u306e\u8aa4\u308a\u3068\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7167\u4f1a\u306f\u78ba\u8a8d\u3092\u4f9d\u983c\u3059\u308b\u66f8\u304d\u65b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cc3\u501f\u4eba\u306e\u500b\u4eba\u540d\u3092\u7167\u4f1a\u306e\u672c\u6587\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u533a\u753b\u756a\u53f7\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cc3\u501f\u4eba\u3078\u306e\u5bfe\u5fdc\uff08\u7763\u4fc3\u30fb\u9000\u53bb\u306e\u624b\u7d9a\u304d\uff09\u306b\u3064\u3044\u3066\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7269\u4ef6\u3068\u671f\u9593\u3011{property} {period}\n\u3010\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3011{discrepancies}\n\u3010\u524d\u6708\u306e\u72b6\u614b\u3011{prior_month}\n\u3010\u7ba1\u7406\u59d4\u8a17\u306e\u6761\u4ef6\u3011{agreement_terms}\n```\n\n**\u300c\u91d1\u984d\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5dee\u306e\u984d\u3092\u8db3\u3057\u5408\u308f\u305b\u3066\u300c\u5408\u8a08\u3067\u3044\u304f\u3089\u306e\u4e0d\u8db3\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u305d\u306e\u5408\u8a08\u304c\u4e00\u89a7\u306e\u5024\u3068\u5408\u3063\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u6570\u5b57\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u51fa\u3057\u305f\u3082\u306e\u3060\u3051\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3055\u305b\u307e\u3059\u3002**\n\n**\u300c\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u3082\u306e\u306f\u7167\u4f1a\u306b\u5165\u308c\u306a\u3044\u300d\u3082\u540c\u3058\u304f\u3089\u3044\u5927\u4e8b\u3067\u3059\u3002** \u5165\u308c\u308b\u3068\u3001**\u81ea\u793e\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u7ba1\u7406\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3055\u305b\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u304c\u51fa\u305f\u3068\u304d\u306e\u6307\u793a\u306f\u5225\u306b\u6301\u3061\u3001\u300c`Market Rent` \u3068 `Lease Rent` \u304c\u5206\u304b\u308c\u3066\u3044\u308c\u3070\u5951\u7d04\u306e\u984d\u3092 `lease_rent` \u306b\u3002\u5f53\u305f\u308b\u3082\u306e\u304c\u7121\u3051\u308c\u3070 `unmapped`\u300d\u306e\u3088\u3046\u306b\u3001\u53d6\u308a\u9055\u3048\u3084\u3059\u3044\u7d44\u3092\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"property_code\": \"US-AUS-012\",\n  \"period\": \"2026-09\",\n  \"discrepancies\": [\n    {\n      \"id\": \"D-001\",\n      \"type\": \"rent_mismatch | status_change | arrears_increase | unit_missing | fee_mismatch | distribution_gap\",\n      \"unit_id\": \"204\",\n      \"reported\": \"1850.00\",\n      \"ledger\": \"1795.00\",\n      \"difference\": \"55.00\",\n      \"reason_candidates\": [\n        { \"reason\": \"ledger_not_updated | report_lag | timing | fx_or_bank_fee | report_error | ocr_error\",\n          \"basis\": \"\" }\n      ],\n      \"include_in_inquiry\": true\n    }\n  ],\n  \"inquiry_draft\": { \"subject\": \"\", \"body\": \"\" },\n  \"for_internal_review\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`reported`\u30fb`ledger`\u30fb`difference` \u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5024\u3068\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u6587\u5b57\u3067\u3082\u9055\u3048\u3070\u3001\u305d\u306e\u98df\u3044\u9055\u3044\u306f\u8868\u793a\u3057\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`include_in_inquiry` \u3068 `for_internal_review` \u3067\u884c\u304d\u5148\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u7ba1\u7406\u4f1a\u793e\u306b\u805e\u304f\u3082\u306e\u3068\u3001\u793e\u5185\u3067\u78ba\u304b\u3081\u308b\u3082\u306e\uff08\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u7591\u308f\u308c\u308b\u3082\u306e\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u304c\u7591\u308f\u308c\u308b\u3082\u306e\uff09\u304c\u6df7\u3056\u3089\u305a\u306b\u51fa\u307e\u3059\u3002\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**Amazon Bedrock \u7d4c\u7531\u306e Claude \u3067\u306f\u4f7f\u3048\u308b\u7bc4\u56f2\u304c\u9650\u3089\u308c\u308b**\u305f\u3081\u3001\u3053\u306e\u69cb\u6210\u3067\u306f Claude API \u3092\u76f4\u63a5\u547c\u3073\u307e\u3059\u3002\u5fdc\u7b54\u304c `refusal` \u3084 `max_tokens` \u3067\u7d42\u308f\u3063\u305f\u3068\u304d\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u53d7\u3051\u4ed8\u3051\u305a\u306b\u3084\u308a\u76f4\u3057\u307e\u3059\u3002\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\u8d77\u52d5 | \u5831\u544a\u306e\u53d7\u3051\u53d6\u308a\u3068\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u30fb\u7167\u5408\u306e\u7d50\u679c\u306e\u4fdd\u5b58 |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u306e\u30bb\u30eb\u3068\u554f\u3044\u306e\u7b54\u3048 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u7d50\u679c\u306e\u53d6\u308a\u51fa\u3057\u3092\u59cb\u3081\u308b |\n| \u7269\u4ef6\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u533a\u753b\u3054\u3068\u306e\u6761\u4ef6\u3068\u524d\u6708\u306e\u72b6\u614b |\n| \u9280\u884c\u306e\u5165\u91d1\u660e\u7d30 | \u6bce\u671d\u306e\u66f8\u304d\u51fa\u3057\u3092 S3 \u306b\u7f6e\u304f | \u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u5165\u91d1\u306e\u984d\u3068\u65e5\u4ed8 |\n| Claude API | Messages API \u306e\u69cb\u9020\u5316\u51fa\u529b | \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3001\u7406\u7531\u306e\u5019\u88dc\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d |\n| \u78ba\u8a8d\u306e\u753b\u9762 | \u793e\u5185\u306eWeb\u753b\u9762\u304b\u5171\u6709\u306e\u30b7\u30fc\u30c8 | \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u306e\u8868\u793a |\n\n**\u7269\u4ef6\u53f0\u5e33\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u3067\u3059\u3002** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u300c\u53f0\u5e33\u306e\u66f4\u65b0\u6f0f\u308c\u300d\u3068\u6c7a\u3081\u305f\u3082\u306e\u3060\u3051\u3001\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u3092\u76f4\u3057\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u53f0\u5e33\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u7ba1\u7406\u4f1a\u793e\u306e\u5831\u544a\u306e\u8aa4\u308a\u304c\u53f0\u5e33\u306b\u5165\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u753b\u9762\u3067\u306f\u3001Textract \u304c\u8fd4\u3057\u305f\u30bb\u30eb\u306e\u4f4d\u7f6e\uff08`Geometry`\uff09\u3092\u3082\u3068\u306b\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u3092\u67a0\u3067\u793a\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u5408\u8a08\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u7269\u4ef6\u3092\u5148\u306b\u898b\u308b** \u2026 \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u7269\u4ef6\u306f\u3001\u7167\u5408\u306b\u9032\u3093\u3067\u3044\u307e\u305b\u3093\u3002**\u8aad\u307f\u843d\u3068\u3057\u306e\u884c\u3092PDF\u3067\u63a2\u3057\u307e\u3059**\n2. **`unreadable` \u306e\u5024\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u30bb\u30eb\u3092\u3001PDF\u3067\u76ee\u3067\u8aad\u307f\u307e\u3059\n3. **\u98df\u3044\u9055\u3044\u3092PDF\u3068\u898b\u6bd4\u3079\u308b** \u2026 \u67a0\u3067\u793a\u3055\u308c\u305f\u7b87\u6240\u3092\u898b\u3066\u3001\u5831\u544a\u306e\u5024\u3068\u53f0\u5e33\u306e\u5024\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u884c\u304d\u5148\u3092\u6c7a\u3081\u308b** \u2026 \u7ba1\u7406\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3001\u7d4c\u7406\u3078\u306e\u9023\u7d61\u306e\u3069\u308c\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n5. **\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n6. **\u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u306e\u6848\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u6708\u3060\u3051\u3001\u6848\u3092\u78ba\u304b\u3081\u3066\u5bfe\u5fdc\u8868\u306b\u5165\u308c\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u7269\u4ef6\u306e\u7167\u5408\u7d50\u679c\u306f\u3001**\u98df\u3044\u9055\u3044\u306e\u591a\u304f\u304c\u8aad\u307f\u53d6\u308a\u306e\u554f\u984c\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef630\u5206\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306e\u7121\u3044\u7269\u4ef6\u306f\u4e00\u89a7\u3092\u6d41\u3057\u898b\u3066\u6570\u5206\u3001\u533a\u753b\u306e\u591a\u3044\u7269\u4ef6\u3084\u66f8\u5f0f\u304c\u5909\u308f\u3063\u305f\u7269\u4ef6\u306f1\u6642\u9593\u8fd1\u304f\u304b\u304b\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u6271\u3048\u306a\u3044\u3002**\u7ba1\u7406\u4f1a\u793e\u306b\u4fdd\u8b77\u306a\u3057\u3067\u9001\u3063\u3066\u3082\u3089\u3046** |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\u30fb\u30b9\u30ad\u30e3\u30f3\u304c\u7c97\u3044 | \u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3002**\u5143\u306ePDF\u3092\u983c\u3080** |\n| \u533a\u753b\u306e\u5408\u8a08\u3068\u5831\u544a\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | \u7167\u5408\u306b\u9032\u3081\u305a\u3001\u7269\u4ef6\u3054\u3068\u4eba\u306b\u56de\u3059 |\n| \u554f\u3044\u306e\u7b54\u3048\u304c\u7a7a | \u8868\u306e\u5408\u8a08\u306e\u884c\u304b\u3089\u63a2\u3057\u3001\u7121\u3051\u308c\u3070\u4eba\u306b\u56de\u3059 |\n| `JobStatus` \u304c `PARTIAL_SUCCESS`\u30fb`FAILED` | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u4eba\u306b\u56de\u3059\u3002\u5931\u6557\u306f\u540c\u3058 `ClientRequestToken` \u3067\u518d\u5b9f\u884c |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u898b\u51fa\u3057 | Claude API \u306e\u6848\u3092\u51fa\u3057\u3001\u627f\u8a8d\u3055\u308c\u308b\u307e\u3067\u305d\u306e\u7269\u4ef6\u306e\u7167\u5408\u3092\u6b62\u3081\u308b |\n| \u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u304b\u53ce\u652f\u5831\u544a\u306e\u7247\u65b9\u3057\u304b\u5c4a\u304b\u306a\u3044 | \u8aad\u307f\u53d6\u308a\u307e\u3067\u9032\u3081\u300115\u65e5\u3092\u904e\u304e\u305f\u3089\u672a\u7740\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u5831\u544a\u304c\u6df7\u3056\u308b | \u554f\u3044\u306f\u4f7f\u3048\u306a\u3044\u3002\u8868\u306e\u8aad\u307f\u53d6\u308a\u3060\u3051\u306b\u3057\u3001\u5bfe\u5fdc\u8868\u3092\u5225\u306b\u4f5c\u308b |\n| \u9001\u91d1\u304c\u6708\u3092\u307e\u305f\u3044\u3067\u5c4a\u304f | \u5165\u91d1\u660e\u7d30\u3092\u524d\u5f8c\u306e\u6708\u307e\u3067\u898b\u3066\u7167\u5408\u3059\u308b |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u304c\u3001\u904b\u7528\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u8d77\u304d\u307e\u3059\u3002** \u76f4\u3059\u306e\u306fAI\u3067\u306f\u306a\u304f\u524d\u51e6\u7406\u306e\u898f\u5247\u3067\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5831\u544a\u306e\u539f\u672c\uff08PDF\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- Textract \u306e\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u3068\u3001`GetDocumentAnalysis` \u306e\u7d50\u679c\u306e\u5168\u6587\uff08**\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044**\u306e\u3067\u3001\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u6b8b\u3059\uff09\n- \u7d44\u307f\u7acb\u3066\u305f\u533a\u753b\u3054\u3068\u306e\u8868\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u7248\n- \u7167\u5408\u306e\u7d50\u679c\uff08\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u53f0\u5e33\u306e\u5185\u5bb9\n- Claude API \u306e\u51fa\u529b\u3068\u3001\u6307\u793a\u306e\u7248\n- \u62c5\u5f53\u8005\u304c\u6c7a\u3081\u305f\u884c\u304d\u5148\uff08\u7167\u4f1a\u30fb\u53f0\u5e33\u306e\u66f4\u65b0\u30fb\u7d4c\u7406\uff09\u3068\u3001\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u306e\u56de\u7b54\n- \u898b\u51fa\u3057\u306e\u5bfe\u5fdc\u3065\u3051\u3092\u627f\u8a8d\u3057\u305f\u8a18\u9332\n\n**\u53f0\u5e33\u306e\u5185\u5bb9\u3092\u7167\u5408\u306e\u3068\u304d\u306e\u72b6\u614b\u3067\u6b8b\u3059\u306e\u306f\u3001\u53f0\u5e33\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u300c9\u6708\u306e\u6642\u70b9\u3067\u306f\u53f0\u5e33\u304c\u53e4\u304b\u3063\u305f\u300d\u3053\u3068\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u305d\u306e\u6708\u306e\u98df\u3044\u9055\u3044\u304c\u8ab0\u306e\u5074\u306e\u554f\u984c\u3060\u3063\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u5831\u544a\u304b\u3089\u3001\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b1\u7269\u4ef6\u305a\u3064\u30015\u7269\u4ef6\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u3092\u9078\u3076\uff08**\u533a\u753b\u306e\u591a\u3044\u7269\u4ef6\u30921\u3064\u5165\u308c\u308b**\uff09\n2. \u7269\u4ef6\u53f0\u5e33\u304b\u3089\u3001\u305d\u306e5\u7269\u4ef6\u306e\u533a\u753b\u3054\u3068\u306e\u6761\u4ef6\u3068\u524d\u6708\u306e\u72b6\u614b\u3092\u66f8\u304d\u51fa\u3059\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306bPDF\u3068\u53f0\u5e33\u306e\u66f8\u304d\u51fa\u3057\u3092\u6e21\u3057\u3001\u300c\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u533a\u753b\u3054\u3068\u306b\u3001\u8cc3\u6599\u30fb\u5165\u5c45\u306e\u72b6\u614b\u30fb\u6ede\u7d0d\u306e\u984d\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u5024\u306f\u7a7a\u6b04\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8868\u306e\u5408\u8a08\u306e\u884c\u306e\u5024\u3082\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u8868\u306e\u5408\u8a08\u3092\u3001\u5831\u544a\u306e\u5408\u8a08\u306e\u884c\u3068\u6bd4\u3079\u308b\n5. \u53f0\u5e33\u3068\u306e\u9055\u3044\u3092\u3001\u305d\u306e\u3068\u304d\u62c5\u5f53\u8005\u304c\u898b\u3064\u3051\u305f\u98df\u3044\u9055\u3044\u3068\u6bd4\u3079\u308b\n\n**\u3053\u3053\u3067\u898b\u308b\u306e\u306f\u3001AI\u306e\u7167\u5408\u306e\u8155\u3067\u306f\u306a\u304f\u3001\u8868\u304c\u8aad\u3081\u3066\u5408\u8a08\u304c\u5408\u3046\u304b\u3069\u3046\u304b\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8868\u306e\u5408\u8a08\u304c\u5831\u544a\u3068\u5408\u3044\u3001\u62c5\u5f53\u8005\u304c\u898b\u3064\u3051\u305f\u98df\u3044\u9055\u3044\u304c\u51fa\u305f | **Textract \u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u5408\u8a08\u304c\u5408\u308f\u306a\u3044\uff08\u884c\u306e\u8aad\u307f\u843d\u3068\u3057\uff09 | \u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u3064\u306a\u304e\u306e\u898f\u5247\u3092\u6c7a\u3081\u3066\u304b\u3089\u9032\u3080 |\n| \u52df\u96c6\u306e\u8cc3\u6599\u3092\u5951\u7d04\u306e\u8cc3\u6599\u3068\u3057\u3066\u8aad\u3093\u3060 | \u5217\u306e\u5bfe\u5fdc\u8868\u3092\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u4f5c\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u305d\u308c\u306f\u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u5bfe\u5fdc\u8868\u3092\u6301\u3064\u7406\u7531\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"PDF\u3092\u624b\u5143\u306eAI\u306b\u6e21\u3057\u3001\u533a\u753b\u3054\u3068\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u7269\u4ef6\u3054\u3068\u306e\u8868\u306e\u66f8\u304d\u8d77\u3053\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bTextract \u3067\u8868\u3092\u8aad\u307f\u53d6\u308a\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u3067\u533a\u753b\u3054\u3068\u306e\u884c\u306b\u305d\u308d\u3048\u3001\u53f0\u5e33\u3068\u7167\u3089\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u533a\u753b\u306e\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u9001\u91d1\u984d\u306e\u8a08\u7b97\u3057\u76f4\u3057\u3068\u5165\u91d1\u3068\u306e\u7167\u5408\u3001\u7406\u7531\u306e\u5019\u88dc\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u306e\u8868\u793a \uff0f \u8aad\u307f\u53d6\u308a\u304b\u3089\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef690\u5206\u304c45\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5199\u3059\u4f5c\u696d\u306f\u307b\u307c\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u9001\u91d1\u984d\u306e\u5185\u8a33\u306e\u78ba\u304b\u3081\u3068\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306730\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\u30672\u301c3\u304b\u6708\u56de\u3059\u3068\u3001\u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u66f8\u5f0f\u3068\u53d6\u308a\u9055\u3048\u3066\u3044\u305f\u5217\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u9001\u91d1\u984d\u306e\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u52df\u96c6\u306e\u8cc3\u6599\u3092\u5951\u7d04\u306e\u8cc3\u6599\u3068\u3057\u3066\u8aad\u3080 | **\u5217\u306e\u5bfe\u5fdc\u8868\u3092\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b\u6301\u3061\u3001\u4eba\u304c\u627f\u8a8d\u3059\u308b** |\n| \u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u304c\u5225\u3005\u306e\u8868\u306b\u306a\u308b | \u540c\u3058\u898b\u51fa\u3057\u306e\u4e26\u3073\u306e\u8868\u3092\u3001\u30da\u30fc\u30b8\u306e\u9806\u306b\u3064\u306a\u3050 |\n| \u533a\u753b\u306e\u5408\u8a08\u304c\u5831\u544a\u306e\u5408\u8a08\u3068\u5408\u308f\u306a\u3044 | \u7167\u5408\u306b\u9032\u3081\u306a\u3044\u3002\u884c\u306e\u8aad\u307f\u843d\u3068\u3057\u3092\u5148\u306b\u76f4\u3059 |\n| \u8aad\u3081\u306a\u3044\u5024\u3092\u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b | \u57cb\u3081\u305a\u306b `unreadable` \u3068\u3057\u3001\u4eba\u306b\u56de\u3059 |\n| AI\u304c\u5dee\u306e\u984d\u3092\u8db3\u3057\u5408\u308f\u305b\u3066\u66f8\u304f | \u6570\u5b57\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5024\u3060\u3051\u3002**\u51fa\u529b\u306e\u6570\u5b57\u3092\u7167\u3089\u3059** |\n| \u6539\u5b9a\u5f8c\u306e\u8cc3\u6599\u304c\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u51fa\u308b | \u53f0\u5e33\u306b\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3068\u6539\u5b9a\u5f8c\u306e\u984d\u3092\u6301\u305f\u305b\u308b |\n| \u624b\u6570\u6599\u306e\u78ba\u304b\u3081\u65b9\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u59d4\u8a17\u306e\u6761\u4ef6\u304b\u3089\u3001\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\u3092\u4e00\u89a7\u306b\u8d77\u3053\u3059 |\n| \u9001\u91d1\u984d\u306e\u5dee\u304c\u70ba\u66ff\u306e\u624b\u6570\u6599\u304b\u3069\u3046\u304b\u5206\u304b\u3089\u306a\u3044 | \u5165\u91d1\u660e\u7d30\u306e\u984d\u3068\u901a\u8ca8\u3092\u6301\u3061\u3001\u5dee\u306e\u533a\u5206\u3092\u6b8b\u3059 |\n| \u7d50\u679c\u3092\u53d6\u308a\u76f4\u305b\u306a\u3044 | \u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\u306f7\u65e5\u9593\u3002**\u7d50\u679c\u306f\u305d\u306e\u5834\u3067\u4fdd\u5b58\u3059\u308b** |\n| \u65e5\u672c\u8a9e\u306e\u8cc7\u6599\u3092\u540c\u3058\u4ed5\u7d44\u307f\u3067\u8aad\u3082\u3046\u3068\u3059\u308b | Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u306a\u3044\u3002**\u56fd\u5185\u306e\u7269\u4ef6\u306e\u8cc7\u6599\u306f\u5225\u306e\u8aad\u307f\u53d6\u308a\u306b\u3059\u308b** |\n\n**\u4e0a\u306e4\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u8aad\u307f\u53d6\u3063\u305f\u8868\u304c\u6b63\u3057\u3044\u304b\u300d\u3092\u7167\u5408\u306e\u524d\u306b\u78ba\u304b\u3081\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u554f\u984c\u3067\u3059\u3002**\u5408\u8a08\u306e\u884c\u3067\u78ba\u304b\u3081\u3001\u8aad\u3081\u306a\u3044\u5024\u306f\u57cb\u3081\u306a\u3044\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8cc3\u501f\u4eba\u306e\u540d\u524d\u3001\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u3068\u6ede\u7d0d\u306e\u984d\u3001\u7ba1\u7406\u59d4\u8a17\u306e\u6761\u4ef6\u3001\u9001\u91d1\u306e\u984d\u3067\u3059\u3002**\u8cc3\u501f\u4eba\u306e\u500b\u4eba\u306e\u60c5\u5831\u3068\u3001\u81ea\u793e\u306e\u7269\u4ef6\u306e\u53ce\u76ca\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u7406\u7531\u306e\u5019\u88dc\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u306b\u3001\u8cc3\u501f\u4eba\u306e\u540d\u524d\u306f\u8981\u308a\u307e\u305b\u3093\u3002**\u533a\u753b\u756a\u53f7\u3068\u984d\u3060\u3051\u3092\u6e21\u3057\u3001\u540d\u524d\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u5916\u3057\u307e\u3059**\n2. **\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3092\u6697\u53f7\u5316\u3057\u3066\u4fdd\u7ba1\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u306f\u3001\u7d50\u679c\u306e\u6697\u53f7\u5316\u306b\u4f7f\u3046\u9375\uff08`KMSKeyId`\uff09\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002**\u5831\u544a\u306e\u539f\u672c\u3068\u7d50\u679c\u306f\u3001\u6d77\u5916\u8cc7\u7523\u7ba1\u7406\u8ab2\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u5834\u6240\u306b\u7f6e\u304d\u307e\u3059**\n3. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u7ba1\u7406\u4f1a\u793e\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304d\u3001\u8aa4\u3063\u305f\u7167\u4f1a\u304c\u7d9a\u304f\u3068\u5831\u544a\u306e\u54c1\u8cea\u306e\u8a71\u3057\u5408\u3044\u304c\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059**\n4. **\u53f0\u5e33\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u306a\u3044** \u2026 \u5831\u544a\u306e\u8aa4\u308a\u304c\u53f0\u5e33\u306b\u5165\u308b\u3068\u3001\u7fcc\u6708\u304b\u3089\u306e\u7167\u5408\u304c\u3059\u3079\u3066\u305a\u308c\u307e\u3059\n5. **\u8cc3\u501f\u4eba\u3078\u306e\u5bfe\u5fdc\u3092\u3053\u306e\u69cb\u6210\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u6ede\u7d0d\u306e\u5897\u3048\u305f\u533a\u753b\u306e\u6271\u3044\uff08\u7763\u4fc3\u30fb\u6cd5\u7684\u306a\u624b\u7d9a\u304d\uff09\u306f\u3001\u73fe\u5730\u306e\u7ba1\u7406\u4f1a\u793e\u3068\u73fe\u5730\u306e\u6cd5\u4ee4\u306b\u6cbf\u3063\u3066\u3001\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059\n6. **\u73fe\u5730\u306e\u500b\u4eba\u60c5\u5831\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8cc3\u501f\u4eba\u306e\u60c5\u5831\u3092\u65e5\u672c\u3067\u6271\u3046\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3001**\u73fe\u5730\u306e\u6cd5\u4ee4\u3068\u7ba1\u7406\u59d4\u8a17\u5951\u7d04\u3067\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3057\u3066\u8aa4\u3063\u305f\u9001\u91d1\u3084\u624b\u6570\u6599\u3092\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u3053\u3068\u3068\u3001\u81ea\u793e\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067\u7ba1\u7406\u4f1a\u793e\u306b\u898b\u5f53\u9055\u3044\u306e\u7167\u4f1a\u3092\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u53f0\u5e33\u306e\u6761\u4ef6\u306e\u6574\u5099\u3067\u3001\u5f8c\u8005\u306f\u5408\u8a08\u306e\u884c\u3067\u306e\u78ba\u304b\u3081\u3068 `unreadable` \u306e\u6271\u3044\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u7c73\u56fd\u30fb\u82f1\u56fd\u30fb\u8c6a\u5dde\u306a\u3069\u306b\u8cc3\u8cb8\u7528\u306e\u96c6\u5408\u4f4f\u5b85\u30fb\u30aa\u30d5\u30a3\u30b9\u30fb\u5546\u696d\u65bd\u8a2d\u3092\u6301\u3061\u3001\u73fe\u5730\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u904b\u55b6\u3092\u4efb\u305b\u3066\u3044\u308b\u4e0d\u52d5\u7523\u4f1a\u793e\u30fb\u5546\u793e\u30fb\u4fdd\u967a\u4f1a\u793e\u30fb\u8cc7\u7523\u7ba1\u7406\u4f1a\u793e\u306e\u8ca1\u52d9\u90e8\u9580\u3002\u7269\u4ef6\u3054\u3068\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u304c\u6bce\u6708\u82f1\u6587\u306ePDF\u3067\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u533a\u753b\u3054\u3068\u306e\u8cc3\u6599\u3068\u6ede\u7d0d\u3092\u7269\u4ef6\u53f0\u5e33\u3078\u624b\u3067\u5199\u3057\u3066\u3001\u9001\u91d1\u984d\u306e\u5185\u8a33\u3092\u78ba\u304b\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u7ba1\u7406\u4f1a\u793e\u306b\u3088\u3063\u3066\u5831\u544a\u306e\u66f8\u5f0f\u304c\u9055\u3044\u3001\u3069\u3053\u3092\u898b\u308b\u304b\u304c\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u7ba1\u7406\u4f1a\u793e\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u533a\u753b\u3054\u3068\u306e\u30c7\u30fc\u30bf\u3092 CSV \u3084 API \u3067\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u306f\u8981\u3089\u305a\u3001\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u7167\u3089\u305b\u3070\u8db3\u308a\u307e\u3059\uff09\u3002\u6d77\u5916\u306e\u7269\u4ef6\u304c\u6570\u4ef6\u3067\u3001\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5831\u544a\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\u4ee5\u5916\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3046\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\uff09\u3002\u306a\u304a\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u662f\u6b63\u3092\u6c42\u3081\u308b\u304b\u3001\u6ede\u7d0d\u306e\u8cc3\u501f\u4eba\u306b\u3069\u3046\u5bfe\u5fdc\u3059\u308b\u304b\u3001\u4f1a\u8a08\u4e0a\u3069\u3046\u51e6\u7406\u3059\u308b\u304b\u306f\u3001\u8ca1\u52d9\u3068\u73fe\u5730\u306e\u62c5\u5f53\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u98df\u3044\u9055\u3044\u306e\u5019\u88dc\u3092\u6319\u3052\u308b\u307e\u3067\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n5\u793e\u306e\u30ec\u30f3\u30c8\u30ed\u30fc\u30eb\u3068\u53ce\u652f\u5831\u544a\u30921\u3064\u305a\u3064\u4e26\u3079\u3001\u3069\u306e\u898b\u51fa\u3057\u3092\u81ea\u793e\u306e\u3069\u306e\u9805\u76ee\u3068\u3057\u3066\u8aad\u3080\u304b\u3092\u8868\u306b\u3057\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c\u982d\u306e\u4e2d\u306b\u6301\u3063\u3066\u3044\u308b\u300c\u3069\u306e\u5217\u3092\u898b\u308b\u304b\u300d\u3092\u66f8\u304d\u51fa\u3059\u4f5c\u696d\u3067\u3059\u3002** \u52df\u96c6\u306e\u8cc3\u6599\u3068\u5951\u7d04\u306e\u8cc3\u6599\u306e\u3088\u3046\u306b\u3001\u53d6\u308a\u9055\u3048\u3084\u3059\u3044\u5217\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a5\u7269\u4ef6\u3067\u8a66\u3059**\n\n\u7ba1\u7406\u4f1a\u793e\u3054\u3068\u306b1\u7269\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u533a\u753b\u3054\u3068\u306e\u8868\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u8868\u306e\u5408\u8a08\u304c\u5831\u544a\u306e\u5408\u8a08\u306e\u884c\u3068\u5408\u3046\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7269\u4ef6\u53f0\u5e33\u3092\u6574\u3048\u308b**\n\n\u533a\u753b\u3054\u3068\u306e\u6761\u4ef6\u306b\u3001\u6539\u5b9a\u306e\u4e88\u5b9a\u65e5\u3068\u6539\u5b9a\u5f8c\u306e\u984d\u3092\u8db3\u3057\u307e\u3059\u3002\u7ba1\u7406\u59d4\u8a17\u5951\u7d04\u304b\u3089\u3001\u7ba1\u7406\u624b\u6570\u6599\u306e\u7387\u3068\u8a08\u7b97\u306e\u57fa\u6e96\u3092\u4e00\u89a7\u306b\u8d77\u3053\u3057\u307e\u3059\u3002**\u3053\u3053\u304c\u6574\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u7167\u5408\u306f\u98df\u3044\u9055\u3044\u3060\u3089\u3051\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u8aad\u307f\u53d6\u308a\u3068\u533a\u753b\u306e\u7167\u5408\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u304b\u3089 Textract \u306e\u975e\u540c\u671f\u306e\u8aad\u307f\u53d6\u308a\u3001\u8868\u306e\u7d44\u307f\u7acb\u3066\u3001\u53f0\u5e33\u3068\u306e\u7167\u5408\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u9001\u91d1\u984d\u306e\u7167\u5408\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u3001\u533a\u753b\u306e\u98df\u3044\u9055\u3044\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u53ce\u652f\u5831\u544a\u306e\u9001\u91d1\u984d\u306e\u8a08\u7b97\u3057\u76f4\u3057\u3068\u5165\u91d1\u660e\u7d30\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7406\u7531\u306e\u5019\u88dc\u3068\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3001PDF\u306e\u8a72\u5f53\u7b87\u6240\u306e\u8868\u793a\u3092\u8db3\u3057\u30011\u4ef690\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5831\u544a\u306e\u5c4a\u3044\u305f\u9031\u306e\u3046\u3061\u306b\u3001\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u7167\u4f1a\u304c\u51fa\u305b\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-0530","UC-1417","UC-0184","UC-0454"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"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 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