{"id":14407,"date":"2026-10-06T15:09:57","date_gmt":"2026-10-06T06:09:57","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-travel-receipt-expense\/"},"modified":"2026-10-06T15:09:57","modified_gmt":"2026-10-06T06:09:57","slug":"en-travel-receipt-expense","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-travel-receipt-expense\/","title":{"rendered":"\u6d77\u5916\u51fa\u5f35\u306e\u82f1\u6587\u306e\u9818\u53ce\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u5148\u3092\u7cbe\u7b97\u306e\u660e\u7d30\u306b\u305d\u308d\u3048\u3066\u3001\u5916\u8ca8\u63db\u7b97\u3068\u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650\u306b\u7167\u3089\u3057\u305f\u78ba\u8a8d\u70b9\u3092\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u51fa\u5f35\u304b\u3089\u623b\u3063\u305f\u793e\u54e1\u304c\u51fa\u3059\u82f1\u6587\u306e\u9818\u53ce\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u5148\u30fb\u8cbb\u76ee\u3092\u7cbe\u7b97\u306e\u660e\u7d30\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u5916\u8ca8\u3092\u793e\u5185\u306e\u898f\u5247\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u51fa\u5f35\u306e\u671f\u9593\u3068\u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650\u306b\u7167\u3089\u3057\u3066\u3001\u7d4c\u7406\u304c\u78ba\u304b\u3081\u308b\u3079\u304d\u70b9\u3092\u51fa\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0508","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u5f35\u8005\u304c\u63d0\u51fa\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u63d0\u51fa\u3055\u308c\u305f\u7cbe\u7b97\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u306e\u5834\u6240\uff08Amazon S3\uff09\u3078\u5199\u3057\u30011\u679a\u305a\u3064\u51e6\u7406\u3092\u59cb\u3081\u307e\u3059\u3002**\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u3001\u51fa\u5f35\u8005\u306e\u8a18\u61b6\u304c\u65b0\u3057\u3044\u3046\u3061\u306b\u51fa\u3057\u305f\u307b\u3046\u304c\u65e9\u304f\u7247\u3065\u304f\u304b\u3089\u3067\u3059\u3002\n\n1\u56de\u306e\u51fa\u5f35\u306e\u9818\u53ce\u66f8\u306f\u3001**\u51fa\u5f35\u306e\u756a\u53f7\u3067\u3072\u3068\u307e\u3068\u307e\u308a\u306b\u6271\u3044\u307e\u3059\u3002** \u91cd\u8907\u3084\u671f\u9593\u306e\u78ba\u8a8d\u306f\u3001\u51fa\u5f35\u5358\u4f4d\u3067\u898b\u306a\u3044\u3068\u5206\u304b\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\u51fa\u5f35\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u63d0\u51fa\u306f\u3001\u51e6\u7406\u3092\u6b62\u3081\u305a\u306b `check` \u3067\u53d7\u3051\u3001\u7406\u7531\u306b\u300c\u51fa\u5f35\u306e\u756a\u53f7\u304c\u7121\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u753b\u50cf\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u307e\u3059\u3002**\u79fb\u3059\u306e\u306f\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002** \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9818\u53ce\u66f8 | \u5199\u771f\uff08JPEG\/PNG\uff09\u307e\u305f\u306fPDF\u3002\u51fa\u5f35\u306e\u756a\u53f7\u3001**\u652f\u6255\u65b9\u6cd5\uff08\u30ab\u30fc\u30c9\uff0f\u73fe\u91d1\uff09** | \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001\u66f8\u304b\u308c\u3066\u3044\u305f\u9805\u76ee\u540d\u3001\u5024\u3001**\u901a\u8ca8**\u3001\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u51fa\u5f35\u7533\u8acb | \u51fa\u5f35\u8005\u3001\u51fa\u5f35\u5148\u306e\u56fd\u3068\u90fd\u5e02\u3001\u51fa\u767a\u65e5\u3068\u5e30\u7740\u65e5\u3001\u76ee\u7684 | \u51fa\u5f35\u7533\u8acb |\n| \u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650 | \u90fd\u5e02\u306e\u533a\u5206\u3054\u3068\u306e1\u6cca\u306e\u4e0a\u9650\u3001\u98df\u4e8b\u306e\u4e0a\u9650\u3001\u5bfe\u8c61\u5916\u306e\u8cbb\u7528 | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u8868 |\n| \u56fd\u3054\u3068\u306e\u8868 | \u4f7f\u308f\u308c\u308b\u901a\u8ca8\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\uff08\u6708\u3068\u65e5\u306e\u9806\uff09\u3001\u30c1\u30c3\u30d7\u306e\u6163\u7fd2 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868 | \u65e5\u3054\u3068\u306e\u901a\u8ca8\u5225\u306e\u30ec\u30fc\u30c8 | \u793e\u5185\u3067\u4f7f\u3063\u3066\u3044\u308b\u70ba\u66ff\u306e\u8868 |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30 | \u5229\u7528\u65e5\u3001\u52a0\u76df\u5e97\u540d\u3001\u5916\u8ca8\u306e\u91d1\u984d\u3001\u5186\u306e\u91d1\u984d | \u6cd5\u4eba\u30ab\u30fc\u30c9\u306e\u660e\u7d30 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u771f\u3093\u4e2d\u306e3\u3064\u3067\u3059\u3002** \u51fa\u5f35\u7533\u8acb\u304c\u7121\u3051\u308c\u3070\u56fd\u3082\u671f\u9593\u3082\u5206\u304b\u3089\u305a\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u304c\u8868\u306b\u306a\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u7167\u3089\u305b\u307e\u305b\u3093\u3002**\u56fd\u3054\u3068\u306e\u8868\u304c\u7121\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08a\uff09\u3068\uff08c\uff09\u304c\u305d\u306e\u307e\u307e\u6a5f\u68b0\u306b\u79fb\u308a\u307e\u3059\u3002**","data_source":"**1\u30da\u30fc\u30b8\u306e\u3082\u306e\u306f\u3001Lambda \u304b\u3089 AnalyzeExpense \u3092\u547c\u3093\u3067\u7d50\u679c\u3092\u305d\u306e\u5834\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8907\u6570\u30da\u30fc\u30b8\u306ePDF\u306f StartExpenseAnalysis \u3067\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u3066 `GetExpenseAnalysis` \u3067\u53d6\u308a\u307e\u3059\u3002**`ClientRequestToken` \u306b\u6dfb\u4ed8\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u753b\u50cf\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u975e\u540c\u671f\u306e `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u65e5\u4ed8 | `INVOICE_RECEIPT_DATE` | \u51fa\u5f35\u306e\u671f\u9593\u3068\u306e\u7167\u5408\u3001\u63db\u7b97\u306e\u65e5 |\n| \u652f\u6255\u5148 | `VENDOR_NAME`\u30fb`VENDOR_ADDRESS` | \u8cbb\u76ee\u306e\u5224\u65ad\u3001\u91cd\u8907\u306e\u691c\u77e5 |\n| \u5408\u8a08\u3068\u5185\u8a33 | `TOTAL`\u30fb`SUBTOTAL`\u30fb`TAX`\u30fb`GRATUITY`\u30fb`SERVICE_CHARGE`\u30fb`AMOUNT_PAID` | \u660e\u7d30\u306e\u91d1\u984d\u3001\u30c1\u30c3\u30d7\u306e\u5272\u5408 |\n| \u901a\u8ca8 | \u91d1\u984d\u306e `ValueDetection` \u306e `Currency`\uff08`Code` \u3068\u4fe1\u983c\u5ea6\uff09 | \u63db\u7b97\u306e\u901a\u8ca8 |\n| \u660e\u7d30\u306e\u884c | `LineItemGroups` \u306e `ITEM`\u30fb`PRICE`\u30fb`QUANTITY` | \u30d5\u30a9\u30ea\u30aa\u306e\u884c\u3054\u3068\u306e\u8cbb\u76ee\u5206\u3051 |\n| \u9818\u53ce\u66f8\u306e\u756a\u53f7 | `INVOICE_RECEIPT_ID` | \u91cd\u8907\u306e\u691c\u77e5 |\n| \u6587\u66f8\u5185\u306e\u9818\u53ce\u66f8\u306e\u756a\u53f7 | `ExpenseIndex` | 1\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8\u304c\u3042\u308b\u3068\u304d\u306e\u5206\u5272 |\n| \u9805\u76ee\u540d\u30fb\u4fe1\u983c\u5ea6 | `LabelDetection`\u30fb`Confidence` | \u6839\u62e0\u3068\u3001\u8aad\u307f\u76f4\u3057\u306e\u8981\u5426 |\n\n**\u901a\u8ca8\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3068\u51fa\u5f35\u5148\u306e\u56fd\u306e\u4e21\u65b9\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u304c `USD` \u3092\u8fd4\u3057\u3066\u3082\u3001\u51fa\u5f35\u5148\u304c\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u306a\u3089 `check` \u306b\u3057\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305f\u5024\u3092\u3001\u56fd\u306e\u8868\u3067\u4e0a\u66f8\u304d\u306f\u3057\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3044\u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002\n\n**\u30ab\u30fc\u30c9\u306e\u652f\u6255\u3044\u306f\u3001\u5229\u7528\u660e\u7d30\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u5229\u7528\u65e5\u30fb\u52a0\u76df\u5e97\u540d\u30fb\u5916\u8ca8\u306e\u91d1\u984d\u3067\u7167\u3089\u3057\u3001\u4e00\u81f4\u3059\u308c\u3070**\u660e\u7d30\u306e\u5186\u306e\u91d1\u984d\u3092\u4f7f\u3044\u307e\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u540c\u671f\u306e\u51e6\u7406\u306fJPEG\u30fbPNG\u30fbPDF\u30fbTIFF\u3001\u975e\u540c\u671f\u306fJPEG\u30fbPNG\u30fbPDF\u304c\u5bfe\u8c61\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u540c\u671f\u306fPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3002**\u30d5\u30a9\u30ea\u30aa\u304c2\u30da\u30fc\u30b8\u4ee5\u4e0a\u306a\u3089\u975e\u540c\u671f\u3078\u56de\u3057\u307e\u3059**\n3. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u822a\u7a7a\u4f1a\u793e\u3084\u30db\u30c6\u30eb\u304b\u3089\u5c4a\u3044\u305f\u3082\u306e\u306b\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\n4. **\u5199\u771f\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u611f\u71b1\u7d19\u306e\u30ec\u30b7\u30fc\u30c8\u3092\u659c\u3081\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u304f\u306a\u308a\u307e\u3059\u3002** \u6587\u66f8\u306e\u50be\u304d\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\n5. **1\u679a\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8** \u2026 \u30c6\u30fc\u30d6\u30eb\u306b\u4e26\u3079\u30661\u679a\u3067\u64ae\u3063\u305f\u3082\u306e\u306f\u3001`ExpenseIndex` \u3067\u5206\u3051\u307e\u3059\n6. **\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u56fd\u3054\u3068\u306e\u8868\u306e\u66f8\u304d\u65b9\u3067\u5e74\u6708\u65e5\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u652f\u6255\u5148\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u306e\u3082\u306e\u304c\u3001\u540c\u3058\u51fa\u5f35\u307e\u305f\u306f\u76f4\u8fd1\u306e\u7cbe\u7b97\u306b\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u300c04\/05\/2026\u300d\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u308b\u3068\u3001\u6587\u8108\u304b\u3089\u6708\u3068\u65e5\u3092\u63a8\u6e2c\u3057\u307e\u3059\u3002**\u63a8\u6e2c\u304c\u5916\u308c\u3066\u3082\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u65e5\u4ed8\u304c\u8fd4\u308a\u307e\u3059\u3002** \u66f8\u304d\u65b9\u306f\u56fd\u3054\u3068\u306e\u8868\u3067\u6c7a\u3081\u6253\u3061\u3057\u3001\u51fa\u5f35\u306e\u671f\u9593\u306e\u5916\u306b\u51fa\u305f\u3089 `check` \u306b\u3057\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5206\u3051\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u6a19\u6e96\u306e\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract \u304c\u884c\u3044\u3001AI\u306f\u884c\u306e\u610f\u5473\u3092\u5224\u65ad\u3057\u307e\u3059\u3002\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9818\u53ce\u66f8\u5168\u4f53 | \u7a2e\u985e\uff08\u30db\u30c6\u30eb\u30fb\u30bf\u30af\u30b7\u30fc\u30fb\u9244\u9053\u30fb\u822a\u7a7a\u30fb\u98df\u4e8b\u30fb\u305d\u306e\u4ed6\uff09 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u30db\u30c6\u30eb\u306e\u660e\u7d30\u306e\u884c | \u5bbf\u6cca\u6599\uff0f\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\uff0f\u98df\u4e8b\uff0f**\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc**\uff08\u30df\u30cb\u30d0\u30fc\u30fb\u30e9\u30f3\u30c9\u30ea\u30fc\u30fb\u6620\u753b\u306a\u3069\uff09 | \u884c\u306e\u610f\u5473\u304c\u53d6\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u5bbf\u6cca\u6599\u306e\u884c | \u6cca\u6570\u30681\u6cca\u306e\u91d1\u984d\uff08\u884c\u306e\u65e5\u4ed8\u3068\u91d1\u984d\u304b\u3089\uff09 | \u65e5\u3054\u3068\u306e\u91d1\u984d\u304c\u9055\u3048\u3070\u884c\u3054\u3068\u306b\u5199\u3059 |\n| \u98df\u4e8b\u306e\u9818\u53ce\u66f8 | \u4eba\u6570\u306e\u8a18\u8f09\uff08\u300cGuests: 3\u300d\u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u822a\u7a7a\u5238\u306e\u9818\u53ce\u66f8 | \u533a\u9593\u3001\u642d\u4e57\u65e5\u3001\u904b\u8cc3\u3068\u7a0e\u30fb\u624b\u6570\u6599\u306e\u5185\u8a33 | \u5185\u8a33\u304c\u7121\u3051\u308c\u3070\u5408\u8a08\u3060\u3051 |\n\n**\u79c1\u7684\u306a\u8cbb\u7528\u306f\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u51fa\u3055\u305b\u307e\u3059\u3002** \u30df\u30cb\u30d0\u30fc\u3084\u30e9\u30f3\u30c9\u30ea\u30fc\u304c\u79c1\u7684\u306a\u8cbb\u7528\u304b\u3069\u3046\u304b\u306f\u3001**\u9577\u671f\u306e\u51fa\u5f35\u3067\u30e9\u30f3\u30c9\u30ea\u30fc\u3092\u898f\u7a0b\u3067\u8a8d\u3081\u3066\u3044\u308b\u4f1a\u793e\u3082\u3042\u308b**\u3088\u3046\u306b\u3001\u4f1a\u793e\u306e\u6c7a\u307e\u308a\u306b\u3088\u308a\u307e\u3059\u3002AI\u306b\u306f\u884c\u306e\u610f\u5473\u3060\u3051\u3092\u5224\u65ad\u3055\u305b\u3001\u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u306f\u898f\u5247\u3068\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5186\u3078\u306e\u63db\u7b97 | \u63db\u7b97\u306e\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u306a\u3044 |\n| \u901a\u8ca8\u306e\u6c7a\u5b9a | \u8aad\u307f\u53d6\u308a\u306e\u5024\u3068\u56fd\u306e\u8868\u3067\u6c7a\u3081\u308b |\n| \u898f\u7a0b\u306e\u4f8b\u5916\u306e\u5224\u65ad | \u4e8b\u60c5\u3092\u77e5\u3063\u3066\u3044\u308b\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5408\u8a08\u306e\u4f5c\u308a\u76f4\u3057 | \u884c\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u304f\u3066\u3082\u3001\u5408\u308f\u306a\u3044\u307e\u307e\u51fa\u3059 |\n| \u8aad\u3081\u306a\u3044\u91d1\u984d\u306e\u88dc\u5b8c | \u5408\u8a08\u304b\u3089\u5dee\u3057\u5f15\u3044\u3066\u884c\u3092\u57cb\u3081\u306a\u3044 |\n\n**4\u884c\u76ee\u30685\u884c\u76ee\u306f\u540c\u3058\u5931\u6557\u306e\u88cf\u8868\u3067\u3059\u3002** \u30d5\u30a9\u30ea\u30aa\u306e\u884c\u306e\u5408\u8a08\u304c `TOTAL` \u3068\u5408\u308f\u306a\u3044\u3068\u304d\u3001AI\u306b\u4efb\u305b\u308b\u3068**\u3069\u3053\u304b\u306e\u884c\u306e\u91d1\u984d\u3092\u76f4\u3057\u3066\u8fbb\u8904\u3092\u5408\u308f\u305b\u307e\u3059\u3002** \u5408\u308f\u306a\u3044\u3053\u3068\u81ea\u4f53\u304c\u3001\u8aad\u307f\u9055\u3044\u304b\u3001\u660e\u7d30\u306e\u629c\u3051\u306e\u77e5\u3089\u305b\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7d4c\u7406\u90e8\u3067\u3001\u6d77\u5916\u51fa\u5f35\u306e\u9818\u53ce\u66f8\u306e\u660e\u7d30\u3092\u8cbb\u76ee\u306b\u5206\u3051\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u6a19\u6e96\u306e\u9805\u76ee\u3068\u660e\u7d30\u306e\u884c\u3067\u3059\u3002\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. receipt_type: hotel \/ taxi \/ rail \/ air \/ meal \/ other \/ unknown\n2. \u660e\u7d30\u306e\u884c\u3054\u3068\u306e category:\n   lodging\uff08\u5bbf\u6cca\u6599\uff09 \/ tax_service\uff08\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\uff09 \/ meal\uff08\u98df\u4e8b\uff09 \/\n   transport\uff08\u4ea4\u901a\uff09 \/ personal_candidate\uff08\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\uff09 \/ unknown\n3. \u5bbf\u6cca\u6599\u306e\u884c\u306f\u3001\u884c\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u5199\u3059\n4. \u98df\u4e8b\u306e\u9818\u53ce\u66f8\u306f\u3001\u4eba\u6570\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u5199\u3059\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5186\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u901a\u8ca8\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u91d1\u984d\u306e\u5408\u8a08\u304c TOTAL \u3068\u5408\u308f\u306a\u304f\u3066\u3082\u3001\u3069\u306e\u884c\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5408\u308f\u306a\u3044\u3053\u3068\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30df\u30cb\u30d0\u30fc\u3001\u30e9\u30f3\u30c9\u30ea\u30fc\u3001\u6620\u753b\u3001\u96fb\u8a71\u306a\u3069\u306f personal_candidate \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u610f\u5473\u304c\u53d6\u308c\u306a\u3044\u3082\u306e\u306f unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8fd1\u305d\u3046\u306a\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u6708\u3068\u65e5\u306e\u9806\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9818\u53ce\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u3001\u898b\u7a4d\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u8cbb\u76ee\u5206\u3051\u3092\u305b\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6a19\u6e96\u306e\u9805\u76ee\u3011{summary_fields}\n\u3010\u660e\u7d30\u306e\u884c\u3011{line_items}\n```\n\n**\u300c\u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u300d\u3092\u898b\u5206\u3051\u3055\u305b\u308b\u306e\u306f\u3001\u3088\u304f\u6df7\u3056\u308b\u304b\u3089\u3067\u3059\u3002** \u30db\u30c6\u30eb\u306e\u4e88\u7d04\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u4e88\u7d04\u753b\u9762\u306e\u5199\u3057\u306f\u3001\u91d1\u984d\u3082\u65e5\u4ed8\u3082\u66f8\u304b\u308c\u3066\u3044\u3066\u9818\u53ce\u66f8\u306b\u898b\u3048\u307e\u3059\u3002**\u652f\u6255\u3063\u305f\u8a3c\u62e0\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u660e\u7d30\u306b\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002**\n\n**\u300c\u8fd1\u305d\u3046\u306a\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001unknown \u304c\u307b\u3068\u3093\u3069\u51fa\u307e\u305b\u3093\u3002** \u4f55\u3067\u3082\u305d\u308c\u3089\u3057\u3044\u8cbb\u76ee\u306b\u5165\u308c\u308b\u306e\u3067\u3001**\u4eba\u304c\u898b\u308b\u3079\u304d\u884c\u304c\u4e00\u89a7\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"receipt_id\": \"\",\n  \"trip_id\": \"\",\n  \"document_type\": \"receipt\",\n  \"receipt_type\": \"hotel\",\n  \"vendor\": \"\",\n  \"date_text\": \"\",\n  \"total_text\": \"\",\n  \"lines\": [\n    { \"item\": \"\", \"amount_text\": \"\", \"date_text\": \"\",\n      \"category\": \"lodging\", \"evidence\": \"\" }\n  ],\n  \"guests\": \"\",\n  \"note\": \"\"\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u63db\u7b97\u3068\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u901a\u8ca8 | \u8aad\u307f\u53d6\u308a\u306e `Code` \u3068\u56fd\u306e\u8868\u304c\u4e00\u81f4\u3059\u308b\u304b | \u4e0d\u4e00\u81f4\u306a\u3089 `check`\uff08\u901a\u8ca8\uff09 |\n| \u65e5\u4ed8 | \u56fd\u306e\u8868\u306e\u66f8\u304d\u65b9\u3067\u8aad\u307f\u3001\u51fa\u5f35\u306e\u671f\u9593\u306b\u5165\u308b\u304b | \u5916\u306a\u3089 `check`\uff08\u671f\u9593\u5916\uff09 |\n| \u63db\u7b97 | \u30ab\u30fc\u30c9\u306f\u5229\u7528\u660e\u7d30\u306e\u5186\u306e\u91d1\u984d\u3001\u73fe\u91d1\u306f\u53d6\u5f15\u65e5\u306e\u30ec\u30fc\u30c8 | \u660e\u7d30\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `check`\uff08\u63db\u7b97\uff09 |\n| \u5bbf\u6cca\u8cbb | 1\u6cca\u306e\u91d1\u984d\u3092\u90fd\u5e02\u306e\u533a\u5206\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u308b | \u8d85\u3048\u305f\u3089 `check`\uff08\u4e0a\u9650\uff09\u3068\u5dee\u984d |\n| \u98df\u4e8b | 1\u4eba\u3042\u305f\u308a\u306e\u91d1\u984d\u3092\u4e0a\u9650\u3068\u6bd4\u3079\u308b | \u8d85\u3048\u305f\u3089 `check`\uff08\u4e0a\u9650\uff09\u3068\u5dee\u984d |\n| \u91cd\u8907 | \u540c\u3058\u652f\u6255\u5148\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d | \u91cd\u306a\u308c\u3070 `check`\uff08\u91cd\u8907\uff09 |\n| \u79c1\u7684\u306a\u8cbb\u7528 | `personal_candidate` \u306e\u884c\u304c\u3042\u308b | `check`\uff08\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\uff09 |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u63db\u7b97\u3092\u898f\u5247\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u6cd5\u4eba\u7a0e\u306e\u901a\u9054\u3067\u306f\u3001\u5916\u8ca8\u5efa\u53d6\u5f15\u306e\u5186\u63db\u7b97\u306f\u539f\u5247\u3068\u3057\u3066\u53d6\u5f15\u65e5\u306e\u96fb\u4fe1\u58f2\u8cb7\u76f8\u5834\u306e\u4ef2\u5024\uff08TTM\uff09\u306b\u3088\u308a\u3001\u7d99\u7d9a\u9069\u7528\u3092\u6761\u4ef6\u306b\u8cbb\u7528\u306f\u96fb\u4fe1\u58f2\u76f8\u5834\uff08TTS\uff09\u3082\u4f7f\u3048\u3001\u524d\u6708\u672b\u306a\u3069\u306e\u76f8\u5834\u3082\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u308c\u3092\u4f7f\u3046\u304b\u306f\u81ea\u793e\u3067\u6c7a\u3081\u3001\u6c7a\u3081\u305f1\u3064\u3092\u898f\u5247\u306b\u66f8\u304d\u307e\u3059\u3002** AI\u306b\u9078\u3070\u305b\u308b\u3068\u3001\u9818\u53ce\u66f8\u3054\u3068\u306b\u9055\u3046\u30ec\u30fc\u30c8\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u4e0a\u9650\u306e\u5dee\u984d\u3092\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u300c\u4e0a\u9650\u3092\u8d85\u3048\u305f\u300d\u3060\u3051\u3067\u306a\u304f\u300c1\u6cca\u3042\u305f\u308a\u4f55\u5186\u8d85\u3048\u305f\u300d\u307e\u3067\u51fa\u308b\u306e\u3067\u3001**\u4eba\u306f\u5dee\u984d\u3092\u898b\u3066\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 | \u63d0\u51fa\u306e\u901a\u77e5\u3001\u6dfb\u4ed8\u306e\u53d6\u5f97 | \u9818\u53ce\u66f8\u3068\u652f\u6255\u65b9\u6cd5\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | AnalyzeExpense\uff0fStartExpenseAnalysis | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001\u901a\u8ca8 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u884c\u306e\u8cbb\u76ee\u5206\u3051\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u5f35\u7533\u8acb\u30fb\u898f\u7a0b\u306e\u8868\u30fb\u70ba\u66ff\u306e\u8868 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u57fa\u6e96 |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30 | \u8aad\u307f\u53d6\u308a | \u30ab\u30fc\u30c9\u6255\u3044\u306e\u5186\u306e\u91d1\u984d |\n| \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 | \u627f\u8a8d\u5f8c\u306e\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f | \u78ba\u5b9a\u3057\u305f\u660e\u7d30 |\n\n**\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u5f8c\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u660e\u7d30\u3082\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u304b\u3089\u78ba\u5b9a\u3057\u307e\u3059\u3002**\u51fa\u5f35\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u3001\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u3066\u4eba\u304c\u9001\u308a\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `check` \u306e\u660e\u7d30\u3060\u3051\u3067\u3059\u3002** \u7406\u7531\u3054\u3068\u306b\u898b\u308b\u9806\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n1. **\u901a\u8ca8\u3068\u671f\u9593\u5916\u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u8aad\u307f\u9055\u3044\u3067\u3001\u753b\u50cf\u3092\u898b\u308c\u3070\u6570\u79d2\u3067\u6c7a\u307e\u308a\u307e\u3059\n2. **\u91cd\u8907\u3092\u78ba\u304b\u3081\u308b** \u2026 \u540c\u3058\u98df\u4e8b\u30922\u4eba\u304c\u5225\u3005\u306b\u51fa\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u540c\u3058\u9818\u53ce\u66f8\u30922\u56de\u51fa\u3057\u3066\u3044\u306a\u3044\u304b\n3. **\u4e0a\u9650\u3092\u8d85\u3048\u305f\u3082\u306e\u306e\u4e8b\u60c5\u3092\u898b\u308b** \u2026 \u51fa\u5f35\u5831\u544a\u306b\u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u8a8d\u3081\u3001\u7121\u3051\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\u3092\u5206\u3051\u308b** \u2026 \u898f\u7a0b\u306b\u7167\u3089\u3057\u3066\u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u3001\u8a8d\u3081\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u7406\u7531\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3067\u8aad\u307f\u9055\u3044\u304c\u591a\u3044\u56fd\u306f\u3001\u56fd\u306e\u8868\u3092\u76f4\u3059\u6750\u6599\u3067\u3059\u3002** \u540c\u3058\u56fd\u3067\u65e5\u4ed8\u306e `check` \u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u56fd\u306e\u66f8\u304d\u65b9\u306e\u8a2d\u5b9a\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002\n\n**3\u756a\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u51fa\u5f35\u306e\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u9001\u308a\u307e\u3059\u3002** 1\u679a\u3054\u3068\u306b\u9001\u308b\u3068\u3001\u51fa\u5f35\u8005\u306f\u540c\u3058\u51fa\u5f35\u306b\u3064\u3044\u3066\u4f55\u901a\u3082\u8fd4\u4e8b\u3092\u66f8\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u7406\u7531\u3068\u5dee\u984d\u3092\u4e26\u3079\u305f1\u901a\u306b\u3057\u3001\u51fa\u5f35\u5831\u544a\u306b\u8db3\u3057\u3066\u3082\u3089\u3046**\u5f62\u306b\u3059\u308b\u3068\u3001\u8fd4\u4e8b\u304c\u65e9\u304f\u623b\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** `check` \u304c2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u56fd\u306e\u8868\u304b\u30ab\u30fc\u30c9\u306e\u660e\u7d30\u306e\u53d6\u308a\u8fbc\u307f\u306b\u629c\u3051\u304c\u3042\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u51fa\u5f35\u8005\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u51fa\u3057\u3066\u3082\u3089\u3046** |\n| \u5199\u771f\u306e\u6587\u5b57\u304c\u5c0f\u3055\u3044\u30fb\u307c\u3084\u3051\u3066\u3044\u308b | 15\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002**\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080**\u3002\u539f\u672c\u304c\u7121\u3051\u308c\u3070\u898f\u7a0b\u306e\u624b\u7d9a\u304d\u3078 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u9818\u53ce\u66f8 | \u3053\u306e\u7d4c\u8def\u3067\u306f\u6271\u308f\u306a\u3044\u3002**\u5225\u306e\u7d4c\u8def\u3067\u4eba\u304c\u5165\u529b\u3059\u308b** |\n| 1\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8 | `ExpenseIndex` \u3067\u5206\u3051\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u64ae\u308a\u76f4\u3057 |\n| \u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u304c\u6df7\u3056\u308b | `document_type` \u3092\u898b\u3066\u660e\u7d30\u306b\u3057\u306a\u3044 |\n| \u884c\u306e\u5408\u8a08\u3068 `TOTAL` \u304c\u5408\u308f\u306a\u3044 | \u76f4\u3055\u305a\u306b `check`\u3002\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u660e\u7d30\u306e\u7de0\u3081\u524d\u306a\u3089\u4fdd\u7559\u3002\u73fe\u91d1\u306a\u3089\u53d6\u5f15\u65e5\u306e\u30ec\u30fc\u30c8\u3067\u63db\u7b97 |\n| \u9818\u53ce\u66f8\u306e\u7121\u3044\u652f\u51fa\uff08\u30c1\u30c3\u30d7\u306a\u3069\uff09 | \u898f\u7a0b\u306e\u624b\u7d9a\u304d\uff08\u652f\u6255\u8a3c\u660e\uff09\u3078\u56de\u3059 |\n| \u30c1\u30c3\u30d7\u3068\u5408\u8a08\u304c\u624b\u66f8\u304d\u3067\u8db3\u3055\u308c\u3066\u3044\u308b | \u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u306a\u3089\u5bfe\u5fdc\u3002**\u5370\u5b57\u306e\u5c0f\u8a08\u3068\u624b\u66f8\u304d\u306e\u5408\u8a08\u306e\u4e21\u65b9\u3092\u5199\u3057\u3001\u5dee\u3092\u30c1\u30c3\u30d7\u306e\u5019\u88dc\u3068\u3057\u3066 `check`** |\n| \u901a\u8ca8\u306e\u8a18\u53f7\u304c\u7121\u3044 | \u56fd\u306e\u8868\u306e\u65e2\u5b9a\u306e\u901a\u8ca8\u3092\u5f53\u3066\u3001**\u7406\u7531\u306b\u300c\u8a18\u53f7\u306a\u3057\u300d\u3068\u6b8b\u3057\u3066 `check`** |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u591a\u304f\u306a\u308a\u307e\u3059\u3002** \u611f\u71b1\u7d19\u306e\u30ec\u30b7\u30fc\u30c8\u306f\u6642\u9593\u304c\u305f\u3064\u3068\u8584\u304f\u306a\u308b\u306e\u3067\u3001**\u51fa\u5f35\u4e2d\u306b\u64ae\u3063\u3066\u63d0\u51fa\u3059\u308b\u904b\u7528**\u306b\u3059\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u5de5\u592b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n**\u4e0b\u304b\u30893\u884c\u76ee\u306f\u3001\u5317\u7c73\u306e\u30ec\u30b9\u30c8\u30e9\u30f3\u3067\u6bce\u56de\u306e\u3088\u3046\u306b\u8d77\u304d\u307e\u3059\u3002** \u5370\u5b57\u3055\u308c\u305f\u30ec\u30b7\u30fc\u30c8\u306b\u30c1\u30c3\u30d7\u3068\u5408\u8a08\u3092\u624b\u3067\u66f8\u304d\u8db3\u3057\u3066\u7f72\u540d\u3059\u308b\u5f62\u5f0f\u3067\u3001**\u5370\u5b57\u306e `TOTAL` \u3068\u3001\u5b9f\u969b\u306b\u6255\u3063\u305f\u91d1\u984d\u304c\u9055\u3044\u307e\u3059\u3002** \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u306e\u91d1\u984d\u3068\u7167\u3089\u305b\u3070\u3001\u3069\u3061\u3089\u304c\u652f\u6255\u3063\u305f\u984d\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u30c1\u30c3\u30d7\u306e\u5272\u5408\u304c\u56fd\u306e\u8868\u306e\u6163\u7fd2\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3082\u7406\u7531\u306b\u8db3\u3057\u307e\u3059\u3002","log_storage":"- \u5143\u306e\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3068\u3001\u63d0\u51fa\u3057\u305f\u65e5\u6642\u30fb\u51fa\u5f35\u306e\u756a\u53f7\u30fb\u652f\u6255\u65b9\u6cd5\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f**\u898f\u7a0b\u306e\u4e0a\u9650\u306e\u8868\u30fb\u56fd\u306e\u8868\u30fb\u70ba\u66ff\u306e\u30ec\u30fc\u30c8**\n- \u63db\u7b97\u306b\u4f7f\u3063\u305f\u30ec\u30fc\u30c8\u3068\u65e5\u4ed8\u3001\u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u3068\u306e\u5bfe\u5fdc\n- \u5224\u5b9a\u306e\u7d50\u679c\uff08`ok` \uff0f `check` \u3068\u7406\u7531\uff09\u3068\u3001**\u7d4c\u7406\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\n- \u51fa\u5f35\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\n\n**\u300c\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u898f\u7a0b\u306e\u4e0a\u9650\u306e\u8868\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u4e0a\u9650\u304c\u6539\u5b9a\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6539\u5b9a\u306e\u524d\u306b\u884c\u3063\u305f\u51fa\u5f35\u3092\u5f8c\u304b\u3089\u898b\u76f4\u3059\u3068\u304d\u3001**\u5f53\u6642\u306e\u4e0a\u9650\u3067\u5224\u5b9a\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":1200,"assumption_workdays":20,"volume_month":1200,"before_minutes_per_case":5,"after_minutes_per_case":2,"hourly_cost":3500,"before_hours_month":100,"after_hours_month":40,"saved_hours_month":60,"reduction_rate":60,"saved_hours_year":720,"annual_cost_effect":2520000,"summary":"\u6d77\u5916\u51fa\u5f35\u304b\u3089\u623b\u3063\u305f\u793e\u54e1\u304c\u51fa\u3059\u82f1\u6587\u306e\u9818\u53ce\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u5148\u30fb\u8cbb\u76ee\u3092\u7cbe\u7b97\u306e\u660e\u7d30\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u5916\u8ca8\u3092\u793e\u5185\u306e\u898f\u5247\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u51fa\u5f35\u306e\u671f\u9593\u3068\u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650\u306b\u7167\u3089\u3057\u3066\u3001\u7d4c\u7406\u304c\u78ba\u304b\u3081\u308b\u3079\u304d\u70b9\u3092\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. \u51fa\u5f35\u8005\u304c\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3092\u6dfb\u4ed8\u3057\u3001\u51fa\u5f35\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u63d0\u51fa\u3059\u308b\n2. \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u753b\u50cf\u30921\u679a\u305a\u3064\u958b\u304d\u3001\u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u5148\u3092\u8aad\u3080\n3. \u8cbb\u76ee\uff08\u5bbf\u6cca\u30fb\u4ea4\u901a\u30fb\u98df\u4e8b\u30fb\u305d\u306e\u4ed6\uff09\u3092\u6c7a\u3081\u3001\u660e\u7d30\u3092\u5165\u529b\u3059\u308b\n4. \u73fe\u91d1\u306e\u652f\u6255\u3044\u306f\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u3092\u5f15\u3044\u3066\u5186\u306b\u63db\u7b97\u3059\u308b\u3002\u30ab\u30fc\u30c9\u306e\u652f\u6255\u3044\u306f\u30ab\u30fc\u30c9\u306e\u660e\u7d30\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u5bbf\u6cca\u8cbb\u3068\u98df\u4e8b\u3092\u898f\u7a0b\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u3001\u51fa\u5f35\u306e\u671f\u9593\u306e\u5916\u306e\u65e5\u4ed8\u304c\u7121\u3044\u304b\u3092\u898b\u308b\n6. \u5206\u304b\u3089\u306a\u3044\u70b9\u3084\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3082\u306e\u3092\u3001\u51fa\u5f35\u8005\u306b\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b\n\n**\uff08a\uff09\u901a\u8ca8\u3092\u53d6\u308a\u9055\u3048\u308b\u3002** \u300c$\u300d\u3068\u66f8\u304b\u308c\u305f\u9818\u53ce\u66f8\u3092\u3001\u51fa\u5f35\u5148\u3092\u898b\u305a\u306b\u30a2\u30e1\u30ea\u30ab\u30c9\u30eb\u3068\u3057\u3066\u63db\u7b97\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u306e\u51fa\u5f35\u3067\u3001\u5186\u306e\u91d1\u984d\u304c\u5b9f\u969b\u3088\u308a\u5927\u304d\u304f\u8a08\u4e0a\u3055\u308c\u308b**\u3068\u3044\u3063\u305f\u8aa4\u308a\u306f\u3001\u5408\u8a08\u304c\u5927\u304d\u304f\u305a\u308c\u306a\u3044\u3068\u6c17\u3065\u304d\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u30db\u30c6\u30eb\u306e\u660e\u7d30\u3092\u5408\u8a08\u3067\u5165\u308c\u308b\u3002** \u30d5\u30a9\u30ea\u30aa\u306b\u306f\u3001\u5bbf\u6cca\u6599\u30fb\u7a0e\u30fb\u671d\u98df\u30fb\u30df\u30cb\u30d0\u30fc\u30fb\u30e9\u30f3\u30c9\u30ea\u30fc\u30fb\u96fb\u8a71\u304c\u4e26\u3073\u3001**\u9014\u4e2d\u3067\u90e8\u5c4b\u306e\u6599\u91d1\u304c\u5909\u308f\u308b**\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u5fd9\u3057\u3044\u3068\u5408\u8a08\u3060\u3051\u3092\u5bbf\u6cca\u8cbb\u3068\u3057\u3066\u5165\u308c\u3001**1\u6cca\u3042\u305f\u308a\u306e\u4e0a\u9650\u306e\u78ba\u8a8d\u3068\u3001\u79c1\u7684\u306a\u8cbb\u7528\u306e\u533a\u5225\u304c\u629c\u3051\u307e\u3059\u3002**\n\n**\uff08c\uff09\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u304c\u56fd\u3067\u9055\u3046\u3002** \u300c04\/05\u300d\u304c4\u67085\u65e5\u304b5\u67084\u65e5\u304b\u306f\u3001\u56fd\u3068\u5e97\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\u51fa\u5f35\u306e\u671f\u9593\u306e\u5916\u306b\u898b\u3048\u308b\u3082\u306e\u3092\u554f\u3044\u5408\u308f\u305b\u305f\u3089\u3001\u8aad\u307f\u9055\u3044\u3060\u3063\u305f**\u3068\u3044\u3046\u3053\u3068\u304c\u6bce\u6708\u8d77\u304d\u307e\u3059\u3002\n\n**\uff08d\uff09\u5168\u4ef6\u3092\u540c\u3058\u7d30\u304b\u3055\u3067\u898b\u308b\u306e\u306f\u7d9a\u304b\u306a\u3044\u3002** 1,200\u679a\u30923\u540d\u3067\u898b\u308b\u3068\u30011\u679a5\u5206\u3067\u3082\u6708100\u6642\u9593\u3067\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u304c\u8981\u308b\u306e\u306f\u4e00\u90e8\u306a\u306e\u306b\u3001\u5168\u90e8\u3092\u540c\u3058\u3088\u3046\u306b\u898b\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["\u51fa\u5f35\u8005\u304c\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3092\u6dfb\u4ed8\u3057\u3001\u51fa\u5f35\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u63d0\u51fa\u3059\u308b","\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u753b\u50cf\u30921\u679a\u305a\u3064\u958b\u304d\u3001\u65e5\u4ed8\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u5148\u3092\u8aad\u3080","\u8cbb\u76ee\uff08\u5bbf\u6cca\u30fb\u4ea4\u901a\u30fb\u98df\u4e8b\u30fb\u305d\u306e\u4ed6\uff09\u3092\u6c7a\u3081\u3001\u660e\u7d30\u3092\u5165\u529b\u3059\u308b","\u73fe\u91d1\u306e\u652f\u6255\u3044\u306f\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u3092\u5f15\u3044\u3066\u5186\u306b\u63db\u7b97\u3059\u308b\u3002\u30ab\u30fc\u30c9\u306e\u652f\u6255\u3044\u306f\u30ab\u30fc\u30c9\u306e\u660e\u7d30\u3068\u7a81\u304d\u5408\u308f\u305b\u308b","\u5bbf\u6cca\u8cbb\u3068\u98df\u4e8b\u3092\u898f\u7a0b\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u3001\u51fa\u5f35\u306e\u671f\u9593\u306e\u5916\u306e\u65e5\u4ed8\u304c\u7121\u3044\u304b\u3092\u898b\u308b","\u5206\u304b\u3089\u306a\u3044\u70b9\u3084\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3082\u306e\u3092\u3001\u51fa\u5f35\u8005\u306b\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u51fa\u5f35\u8005\u304c\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3092\u6dfb\u4ed8\u3057\u3001\u51fa\u5f35\u306e\u756a\u53f7\u3068\u652f\u6255\u65b9\u6cd5\uff08\u30ab\u30fc\u30c9\uff0f\u73fe\u91d1\uff09\u3092\u4ed8\u3051\u3066\u63d0\u51fa\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u63d0\u51fa\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u753b\u50cf\u3092\u53d7\u4ed8\u306e\u5834\u6240\u3078\u5199\u3057\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u9818\u53ce\u66f8\u306e\u6a19\u6e96\u306e\u9805\u76ee\uff08\u65e5\u4ed8\u30fb\u652f\u6255\u5148\u30fb\u5408\u8a08\u30fb\u7a0e\u30fb\u30c1\u30c3\u30d7\u306a\u3069\uff09\u3068\u660e\u7d30\u306e\u884c\u3001**\u901a\u8ca8\u306e\u60c5\u5831**\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5206\u3051\u3001\u30db\u30c6\u30eb\u306e\u660e\u7d30\u3092\u300c\u5bbf\u6cca\u6599\u300d\u300c\u7a0e\u300d\u300c\u98df\u4e8b\u300d\u300c\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\u300d\u306b\u5206\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u51fa\u5f35\u7533\u8acb\u304b\u3089\u51fa\u5f35\u5148\u306e\u56fd\u3068\u671f\u9593\u3092\u5f15\u304d\u3001\u901a\u8ca8\u3068\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3092\u78ba\u304b\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u30fb\u51fa\u5f35\u306e\u671f\u9593\u30fb\u91cd\u8907\u3068\u7167\u3089\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u660e\u7d30\u3054\u3068\u306b `ok` \uff0f `check` \u3092\u4ed8\u3051\u3001`check` \u306b\u306f\u7406\u7531\u3092\u4ed8\u3051\u308b\n8. **\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c `check` \u306e\u660e\u7d30\u3060\u3051\u3092\u958b\u304d\u3001\u753b\u50cf\u3068\u7406\u7531\u3092\u898b\u3066\u76f4\u3059\u304b\u3001\u51fa\u5f35\u8005\u3078\u554f\u3044\u5408\u308f\u305b\u308b\n9. **\u3010\u4eba\u3011** `ok` \u306e\u660e\u7d30\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7cbe\u7b97\u3092\u78ba\u5b9a\u3059\u308b\n\n**8\u756a\u76ee\u3067\u4eba\u304c\u958b\u304f\u306e\u306f `check` \u3060\u3051\u3067\u3059\u3002** \u901a\u8ca8\u3068\u65e5\u4ed8\u304c\u51fa\u5f35\u5148\u3068\u5408\u3044\u3001\u4e0a\u9650\u306e\u5185\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u91d1\u984d\u3092\u6d41\u3057\u898b\u307e\u3059\u3002**\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001100.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002**\n\n**7\u756a\u76ee\u3067\u300c\u898f\u7a0b\u306e\u4f8b\u5916\u3092\u8a8d\u3081\u308b\u304b\u300d\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002** \u51fa\u3059\u306e\u306f\u3001\u4e0a\u9650\u3092\u8d85\u3048\u3066\u3044\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u3068\u91d1\u984d\u306e\u5dee\u3067\u3059\u3002**\u4f1a\u8b70\u306e\u90fd\u5408\u3067\u6307\u5b9a\u306e\u30db\u30c6\u30eb\u306b\u6cca\u307e\u3063\u305f\u3001\u3068\u3044\u3063\u305f\u4e8b\u60c5\u3092\u5224\u65ad\u3059\u308b\u306e\u306f\u4eba\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u51fa\u5f35\u8005\u304c\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3092\u6dfb\u4ed8\u3057\u3001\u51fa\u5f35\u306e\u756a\u53f7\u3068\u652f\u6255\u65b9\u6cd5\uff08\u30ab\u30fc\u30c9\uff0f\u73fe\u91d1\uff09\u3092\u4ed8\u3051\u3066\u63d0\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u63d0\u51fa\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u753b\u50cf\u3092\u53d7\u4ed8\u306e\u5834\u6240\u3078\u5199\u3057\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u9818\u53ce\u66f8\u306e\u6a19\u6e96\u306e\u9805\u76ee\uff08\u65e5\u4ed8\u30fb\u652f\u6255\u5148\u30fb\u5408\u8a08\u30fb\u7a0e\u30fb\u30c1\u30c3\u30d7\u306a\u3069\uff09\u3068\u660e\u7d30\u306e\u884c\u3001**\u901a\u8ca8\u306e\u60c5\u5831**\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5206\u3051\u3001\u30db\u30c6\u30eb\u306e\u660e\u7d30\u3092\u300c\u5bbf\u6cca\u6599\u300d\u300c\u7a0e\u300d\u300c\u98df\u4e8b\u300d\u300c\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\u300d\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u51fa\u5f35\u7533\u8acb\u304b\u3089\u51fa\u5f35\u5148\u306e\u56fd\u3068\u671f\u9593\u3092\u5f15\u304d\u3001\u901a\u8ca8\u3068\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u30fb\u51fa\u5f35\u306e\u671f\u9593\u30fb\u91cd\u8907\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u660e\u7d30\u3054\u3068\u306b `ok` \uff0f `check` \u3092\u4ed8\u3051\u3001`check` \u306b\u306f\u7406\u7531\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c `check` \u306e\u660e\u7d30\u3060\u3051\u3092\u958b\u304d\u3001\u753b\u50cf\u3068\u7406\u7531\u3092\u898b\u3066\u76f4\u3059\u304b\u3001\u51fa\u5f35\u8005\u3078\u554f\u3044\u5408\u308f\u305b\u308b","**\u3010\u4eba\u3011** `ok` \u306e\u660e\u7d30\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7cbe\u7b97\u3092\u78ba\u5b9a\u3059\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u9818\u53ce\u66f8\uff08\u5199\u771f\u30fbPDF\u30fb\u96fb\u5b50\u9818\u53ce\u66f8\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u63d0\u51fa \u2192 \u53d7\u4ed8\u306e\u5834\u6240\uff08Amazon S3\uff09\u3078\u5199\u3059\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08AnalyzeExpense\uff0fStartExpenseAnalysis\uff1a\u8acb\u6c42\u66f8\u30fb\u9818\u53ce\u66f8\u306e\u5206\u6790\uff09\n   \u2502   \u6a19\u6e96\u306e\u9805\u76ee\uff08\u65e5\u4ed8\u30fb\u652f\u6255\u5148\u30fb\u5408\u8a08\u30fb\u7a0e\u30fb\u30c1\u30c3\u30d7\uff09\u3068\u660e\u7d30\u306e\u884c\u3001\u901a\u8ca8\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5206\u3051\u308b\n   \u2502   \u2460 \u5bbf\u6cca\u6599   \u2461 \u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599   \u2462 \u98df\u4e8b   \u2463 \u4ea4\u901a   \u2464 \u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\n   \u25bc\nPython \u2500\u2500 \u51fa\u5f35\u7533\u8acb\uff08\u56fd\u30fb\u671f\u9593\uff09\u3068\u7167\u3089\u3057\u3001\u63db\u7b97\u3057\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u30fb\u91cd\u8907\u3068\u7167\u5408\n   \u25bc\n\u5224\u5b9a\uff08ok \uff0f check \u3068\u7406\u7531\uff09\n   \u25bc\n\u3010\u7d4c\u7406\u304c check \u3060\u3051\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u51fa\u5f35\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u4e0b\u66f8\u304d\uff09\n   \u2514\u2500\u2500\u25b6 \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u660e\u7d30\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08AnalyzeExpense\uff0fStartExpenseAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u660e\u7d30\u306e\u884c\u306e\u8cbb\u76ee\u5206\u3051\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u63db\u7b97\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u30fb\u51fa\u5f35\u306e\u671f\u9593\u30fb\u91cd\u8907\u3068\u306e\u7167\u5408\uff09 | \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u898f\u7a0b\u30c1\u30a7\u30c3\u30af\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u63d0\u51fa\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u5224\u5b9a\u306e\u7d50\u679c\uff09 | \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u6dfb\u4ed8\u306e\u4fdd\u7ba1 |\n\n**\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u3068\u51fa\u5f35\u7533\u8acb\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650\u3092\u300c\u90fd\u5e02\u306e\u533a\u5206\u3054\u3068\u306e1\u6cca\u306e\u4e0a\u9650\u300d\u300c\u98df\u4e8b\u306e\u4e0a\u9650\u300d\u306e\u8868\u306b\u3057\u3001\u56fd\u3054\u3068\u306e\u901a\u8ca8\u3068\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3092\u4f5c\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u9818\u53ce\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001**\u7e26\u66f8\u304d\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** \u6b27\u5dde\u306e\u51fa\u5f35\u3067\u30c9\u30a4\u30c4\u8a9e\u3084\u30d5\u30e9\u30f3\u30b9\u8a9e\u306e\u9818\u53ce\u66f8\u304c\u6df7\u3056\u3063\u3066\u3082\u6587\u5b57\u306f\u8aad\u3081\u307e\u3059\u304c\u3001\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30bf\u30a4\u8a9e\u306e\u9818\u53ce\u66f8\u306f\u3053\u306e\u7d4c\u8def\u306b\u5165\u308c\u307e\u305b\u3093\u3002\n\n**\u4f7f\u3046\u6a5f\u80fd\u306f\u3001\u8acb\u6c42\u66f8\u3068\u9818\u53ce\u66f8\u306e\u5206\u6790\uff08AnalyzeExpense\uff09\u3067\u3059\u3002** \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3057\u3067\u65e5\u4ed8\u3001\u756a\u53f7\u3001\u54c1\u76ee\u306e\u91d1\u984d\u3001\u5408\u8a08\u3092\u53d6\u308a\u51fa\u3057\u3001**\u9055\u3046\u8a00\u3044\u65b9\u3092\u6a19\u6e96\u306e\u9805\u76ee\u540d\u306b\u305d\u308d\u3048\u3066\u8fd4\u3057\u307e\u3059\u3002** \u300cTotal\u300d\u300cAmount Due\u300d\u300cBalance\u300d\u306e\u63fa\u308c\u306f `TOTAL`\u30fb`AMOUNT_DUE` \u306b\u3001\u30c1\u30c3\u30d7\u306f `GRATUITY`\u3001\u30b5\u30fc\u30d3\u30b9\u6599\u306f `SERVICE_CHARGE` \u306b\u306a\u308a\u307e\u3059\u3002**\u30ed\u30b4\u306b\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5e97\u540d\u3082\u652f\u6255\u5148\u3068\u3057\u3066\u62fe\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\n\n**\u91d1\u984d\u306b\u306f\u901a\u8ca8\u306e\u60c5\u5831\u304c\u4ed8\u304d\u307e\u3059\u3002** \u516c\u958b\u3055\u308c\u3066\u3044\u308b\u51fa\u529b\u4f8b\u3067\u306f\u3001\u300c$55.64\u300d\u306b `Currency` \u306e `Code` \u3068\u3057\u3066 `USD` \u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002**\u305f\u3060\u3057\u3001\u305d\u306e\u300c$\u300d\u304c\u3069\u306e\u56fd\u306e\u30c9\u30eb\u304b\u306f\u3001\u8a18\u53f7\u3060\u3051\u304b\u3089\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u51fa\u5f35\u5148\u306e\u56fd\u3068\u7167\u3089\u3059\u306e\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5074\u306e\u4ed5\u4e8b\u3067\u3059\u3002\n\n**1\u679a\u306e\u5199\u771f\u3084PDF\u306f\u540c\u671f\u306e\u51e6\u7406\uff08AnalyzeExpense\uff09\u3001\u8907\u6570\u30da\u30fc\u30b8\u306e\u30d5\u30a9\u30ea\u30aa\u306f\u975e\u540c\u671f\u306e\u51e6\u7406\uff08StartExpenseAnalysis\uff09\u3067\u8aad\u307f\u307e\u3059\u3002** \u540c\u671f\u306e\u51e6\u7406\u306fPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3001\u975e\u540c\u671f\u306fPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u5f35\u8005\u304c\u63d0\u51fa\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u63d0\u51fa\u3055\u308c\u305f\u7cbe\u7b97\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u306e\u5834\u6240\uff08Amazon S3\uff09\u3078\u5199\u3057\u30011\u679a\u305a\u3064\u51e6\u7406\u3092\u59cb\u3081\u307e\u3059\u3002**\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u3001\u51fa\u5f35\u8005\u306e\u8a18\u61b6\u304c\u65b0\u3057\u3044\u3046\u3061\u306b\u51fa\u3057\u305f\u307b\u3046\u304c\u65e9\u304f\u7247\u3065\u304f\u304b\u3089\u3067\u3059\u3002\n\n1\u56de\u306e\u51fa\u5f35\u306e\u9818\u53ce\u66f8\u306f\u3001**\u51fa\u5f35\u306e\u756a\u53f7\u3067\u3072\u3068\u307e\u3068\u307e\u308a\u306b\u6271\u3044\u307e\u3059\u3002** \u91cd\u8907\u3084\u671f\u9593\u306e\u78ba\u8a8d\u306f\u3001\u51fa\u5f35\u5358\u4f4d\u3067\u898b\u306a\u3044\u3068\u5206\u304b\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\u51fa\u5f35\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u63d0\u51fa\u306f\u3001\u51e6\u7406\u3092\u6b62\u3081\u305a\u306b `check` \u3067\u53d7\u3051\u3001\u7406\u7531\u306b\u300c\u51fa\u5f35\u306e\u756a\u53f7\u304c\u7121\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u753b\u50cf\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u307e\u3059\u3002**\u79fb\u3059\u306e\u306f\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002** \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9818\u53ce\u66f8 | \u5199\u771f\uff08JPEG\/PNG\uff09\u307e\u305f\u306fPDF\u3002\u51fa\u5f35\u306e\u756a\u53f7\u3001**\u652f\u6255\u65b9\u6cd5\uff08\u30ab\u30fc\u30c9\uff0f\u73fe\u91d1\uff09** | \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001\u66f8\u304b\u308c\u3066\u3044\u305f\u9805\u76ee\u540d\u3001\u5024\u3001**\u901a\u8ca8**\u3001\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u51fa\u5f35\u7533\u8acb | \u51fa\u5f35\u8005\u3001\u51fa\u5f35\u5148\u306e\u56fd\u3068\u90fd\u5e02\u3001\u51fa\u767a\u65e5\u3068\u5e30\u7740\u65e5\u3001\u76ee\u7684 | \u51fa\u5f35\u7533\u8acb |\n| \u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650 | \u90fd\u5e02\u306e\u533a\u5206\u3054\u3068\u306e1\u6cca\u306e\u4e0a\u9650\u3001\u98df\u4e8b\u306e\u4e0a\u9650\u3001\u5bfe\u8c61\u5916\u306e\u8cbb\u7528 | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u8868 |\n| \u56fd\u3054\u3068\u306e\u8868 | \u4f7f\u308f\u308c\u308b\u901a\u8ca8\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\uff08\u6708\u3068\u65e5\u306e\u9806\uff09\u3001\u30c1\u30c3\u30d7\u306e\u6163\u7fd2 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868 | \u65e5\u3054\u3068\u306e\u901a\u8ca8\u5225\u306e\u30ec\u30fc\u30c8 | \u793e\u5185\u3067\u4f7f\u3063\u3066\u3044\u308b\u70ba\u66ff\u306e\u8868 |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30 | \u5229\u7528\u65e5\u3001\u52a0\u76df\u5e97\u540d\u3001\u5916\u8ca8\u306e\u91d1\u984d\u3001\u5186\u306e\u91d1\u984d | \u6cd5\u4eba\u30ab\u30fc\u30c9\u306e\u660e\u7d30 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u771f\u3093\u4e2d\u306e3\u3064\u3067\u3059\u3002** \u51fa\u5f35\u7533\u8acb\u304c\u7121\u3051\u308c\u3070\u56fd\u3082\u671f\u9593\u3082\u5206\u304b\u3089\u305a\u3001\u898f\u7a0b\u306e\u4e0a\u9650\u304c\u8868\u306b\u306a\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u7167\u3089\u305b\u307e\u305b\u3093\u3002**\u56fd\u3054\u3068\u306e\u8868\u304c\u7121\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08a\uff09\u3068\uff08c\uff09\u304c\u305d\u306e\u307e\u307e\u6a5f\u68b0\u306b\u79fb\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**1\u30da\u30fc\u30b8\u306e\u3082\u306e\u306f\u3001Lambda \u304b\u3089 AnalyzeExpense \u3092\u547c\u3093\u3067\u7d50\u679c\u3092\u305d\u306e\u5834\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u8907\u6570\u30da\u30fc\u30b8\u306ePDF\u306f StartExpenseAnalysis \u3067\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u3066 `GetExpenseAnalysis` \u3067\u53d6\u308a\u307e\u3059\u3002**`ClientRequestToken` \u306b\u6dfb\u4ed8\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u753b\u50cf\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u975e\u540c\u671f\u306e `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u65e5\u4ed8 | `INVOICE_RECEIPT_DATE` | \u51fa\u5f35\u306e\u671f\u9593\u3068\u306e\u7167\u5408\u3001\u63db\u7b97\u306e\u65e5 |\n| \u652f\u6255\u5148 | `VENDOR_NAME`\u30fb`VENDOR_ADDRESS` | \u8cbb\u76ee\u306e\u5224\u65ad\u3001\u91cd\u8907\u306e\u691c\u77e5 |\n| \u5408\u8a08\u3068\u5185\u8a33 | `TOTAL`\u30fb`SUBTOTAL`\u30fb`TAX`\u30fb`GRATUITY`\u30fb`SERVICE_CHARGE`\u30fb`AMOUNT_PAID` | \u660e\u7d30\u306e\u91d1\u984d\u3001\u30c1\u30c3\u30d7\u306e\u5272\u5408 |\n| \u901a\u8ca8 | \u91d1\u984d\u306e `ValueDetection` \u306e `Currency`\uff08`Code` \u3068\u4fe1\u983c\u5ea6\uff09 | \u63db\u7b97\u306e\u901a\u8ca8 |\n| \u660e\u7d30\u306e\u884c | `LineItemGroups` \u306e `ITEM`\u30fb`PRICE`\u30fb`QUANTITY` | \u30d5\u30a9\u30ea\u30aa\u306e\u884c\u3054\u3068\u306e\u8cbb\u76ee\u5206\u3051 |\n| \u9818\u53ce\u66f8\u306e\u756a\u53f7 | `INVOICE_RECEIPT_ID` | \u91cd\u8907\u306e\u691c\u77e5 |\n| \u6587\u66f8\u5185\u306e\u9818\u53ce\u66f8\u306e\u756a\u53f7 | `ExpenseIndex` | 1\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8\u304c\u3042\u308b\u3068\u304d\u306e\u5206\u5272 |\n| \u9805\u76ee\u540d\u30fb\u4fe1\u983c\u5ea6 | `LabelDetection`\u30fb`Confidence` | \u6839\u62e0\u3068\u3001\u8aad\u307f\u76f4\u3057\u306e\u8981\u5426 |\n\n**\u901a\u8ca8\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3068\u51fa\u5f35\u5148\u306e\u56fd\u306e\u4e21\u65b9\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u304c `USD` \u3092\u8fd4\u3057\u3066\u3082\u3001\u51fa\u5f35\u5148\u304c\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u306a\u3089 `check` \u306b\u3057\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u304c\u8fd4\u3057\u305f\u5024\u3092\u3001\u56fd\u306e\u8868\u3067\u4e0a\u66f8\u304d\u306f\u3057\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3044\u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002\n\n**\u30ab\u30fc\u30c9\u306e\u652f\u6255\u3044\u306f\u3001\u5229\u7528\u660e\u7d30\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u5229\u7528\u65e5\u30fb\u52a0\u76df\u5e97\u540d\u30fb\u5916\u8ca8\u306e\u91d1\u984d\u3067\u7167\u3089\u3057\u3001\u4e00\u81f4\u3059\u308c\u3070**\u660e\u7d30\u306e\u5186\u306e\u91d1\u984d\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u540c\u671f\u306e\u51e6\u7406\u306fJPEG\u30fbPNG\u30fbPDF\u30fbTIFF\u3001\u975e\u540c\u671f\u306fJPEG\u30fbPNG\u30fbPDF\u304c\u5bfe\u8c61\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u540c\u671f\u306fPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3002**\u30d5\u30a9\u30ea\u30aa\u304c2\u30da\u30fc\u30b8\u4ee5\u4e0a\u306a\u3089\u975e\u540c\u671f\u3078\u56de\u3057\u307e\u3059**\n3. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u822a\u7a7a\u4f1a\u793e\u3084\u30db\u30c6\u30eb\u304b\u3089\u5c4a\u3044\u305f\u3082\u306e\u306b\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\n4. **\u5199\u771f\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u611f\u71b1\u7d19\u306e\u30ec\u30b7\u30fc\u30c8\u3092\u659c\u3081\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u304f\u306a\u308a\u307e\u3059\u3002** \u6587\u66f8\u306e\u50be\u304d\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\n5. **1\u679a\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8** \u2026 \u30c6\u30fc\u30d6\u30eb\u306b\u4e26\u3079\u30661\u679a\u3067\u64ae\u3063\u305f\u3082\u306e\u306f\u3001`ExpenseIndex` \u3067\u5206\u3051\u307e\u3059\n6. **\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u56fd\u3054\u3068\u306e\u8868\u306e\u66f8\u304d\u65b9\u3067\u5e74\u6708\u65e5\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u652f\u6255\u5148\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u306e\u3082\u306e\u304c\u3001\u540c\u3058\u51fa\u5f35\u307e\u305f\u306f\u76f4\u8fd1\u306e\u7cbe\u7b97\u306b\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u300c04\/05\/2026\u300d\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u308b\u3068\u3001\u6587\u8108\u304b\u3089\u6708\u3068\u65e5\u3092\u63a8\u6e2c\u3057\u307e\u3059\u3002**\u63a8\u6e2c\u304c\u5916\u308c\u3066\u3082\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u65e5\u4ed8\u304c\u8fd4\u308a\u307e\u3059\u3002** \u66f8\u304d\u65b9\u306f\u56fd\u3054\u3068\u306e\u8868\u3067\u6c7a\u3081\u6253\u3061\u3057\u3001\u51fa\u5f35\u306e\u671f\u9593\u306e\u5916\u306b\u51fa\u305f\u3089 `check` \u306b\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5206\u3051\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u6a19\u6e96\u306e\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract \u304c\u884c\u3044\u3001AI\u306f\u884c\u306e\u610f\u5473\u3092\u5224\u65ad\u3057\u307e\u3059\u3002\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9818\u53ce\u66f8\u5168\u4f53 | \u7a2e\u985e\uff08\u30db\u30c6\u30eb\u30fb\u30bf\u30af\u30b7\u30fc\u30fb\u9244\u9053\u30fb\u822a\u7a7a\u30fb\u98df\u4e8b\u30fb\u305d\u306e\u4ed6\uff09 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u30db\u30c6\u30eb\u306e\u660e\u7d30\u306e\u884c | \u5bbf\u6cca\u6599\uff0f\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\uff0f\u98df\u4e8b\uff0f**\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc**\uff08\u30df\u30cb\u30d0\u30fc\u30fb\u30e9\u30f3\u30c9\u30ea\u30fc\u30fb\u6620\u753b\u306a\u3069\uff09 | \u884c\u306e\u610f\u5473\u304c\u53d6\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u5bbf\u6cca\u6599\u306e\u884c | \u6cca\u6570\u30681\u6cca\u306e\u91d1\u984d\uff08\u884c\u306e\u65e5\u4ed8\u3068\u91d1\u984d\u304b\u3089\uff09 | \u65e5\u3054\u3068\u306e\u91d1\u984d\u304c\u9055\u3048\u3070\u884c\u3054\u3068\u306b\u5199\u3059 |\n| \u98df\u4e8b\u306e\u9818\u53ce\u66f8 | \u4eba\u6570\u306e\u8a18\u8f09\uff08\u300cGuests: 3\u300d\u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u822a\u7a7a\u5238\u306e\u9818\u53ce\u66f8 | \u533a\u9593\u3001\u642d\u4e57\u65e5\u3001\u904b\u8cc3\u3068\u7a0e\u30fb\u624b\u6570\u6599\u306e\u5185\u8a33 | \u5185\u8a33\u304c\u7121\u3051\u308c\u3070\u5408\u8a08\u3060\u3051 |\n\n**\u79c1\u7684\u306a\u8cbb\u7528\u306f\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u51fa\u3055\u305b\u307e\u3059\u3002** \u30df\u30cb\u30d0\u30fc\u3084\u30e9\u30f3\u30c9\u30ea\u30fc\u304c\u79c1\u7684\u306a\u8cbb\u7528\u304b\u3069\u3046\u304b\u306f\u3001**\u9577\u671f\u306e\u51fa\u5f35\u3067\u30e9\u30f3\u30c9\u30ea\u30fc\u3092\u898f\u7a0b\u3067\u8a8d\u3081\u3066\u3044\u308b\u4f1a\u793e\u3082\u3042\u308b**\u3088\u3046\u306b\u3001\u4f1a\u793e\u306e\u6c7a\u307e\u308a\u306b\u3088\u308a\u307e\u3059\u3002AI\u306b\u306f\u884c\u306e\u610f\u5473\u3060\u3051\u3092\u5224\u65ad\u3055\u305b\u3001\u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u306f\u898f\u5247\u3068\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5186\u3078\u306e\u63db\u7b97 | \u63db\u7b97\u306e\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u306a\u3044 |\n| \u901a\u8ca8\u306e\u6c7a\u5b9a | \u8aad\u307f\u53d6\u308a\u306e\u5024\u3068\u56fd\u306e\u8868\u3067\u6c7a\u3081\u308b |\n| \u898f\u7a0b\u306e\u4f8b\u5916\u306e\u5224\u65ad | \u4e8b\u60c5\u3092\u77e5\u3063\u3066\u3044\u308b\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5408\u8a08\u306e\u4f5c\u308a\u76f4\u3057 | \u884c\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u304f\u3066\u3082\u3001\u5408\u308f\u306a\u3044\u307e\u307e\u51fa\u3059 |\n| \u8aad\u3081\u306a\u3044\u91d1\u984d\u306e\u88dc\u5b8c | \u5408\u8a08\u304b\u3089\u5dee\u3057\u5f15\u3044\u3066\u884c\u3092\u57cb\u3081\u306a\u3044 |\n\n**4\u884c\u76ee\u30685\u884c\u76ee\u306f\u540c\u3058\u5931\u6557\u306e\u88cf\u8868\u3067\u3059\u3002** \u30d5\u30a9\u30ea\u30aa\u306e\u884c\u306e\u5408\u8a08\u304c `TOTAL` \u3068\u5408\u308f\u306a\u3044\u3068\u304d\u3001AI\u306b\u4efb\u305b\u308b\u3068**\u3069\u3053\u304b\u306e\u884c\u306e\u91d1\u984d\u3092\u76f4\u3057\u3066\u8fbb\u8904\u3092\u5408\u308f\u305b\u307e\u3059\u3002** \u5408\u308f\u306a\u3044\u3053\u3068\u81ea\u4f53\u304c\u3001\u8aad\u307f\u9055\u3044\u304b\u3001\u660e\u7d30\u306e\u629c\u3051\u306e\u77e5\u3089\u305b\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u7d4c\u7406\u90e8\u3067\u3001\u6d77\u5916\u51fa\u5f35\u306e\u9818\u53ce\u66f8\u306e\u660e\u7d30\u3092\u8cbb\u76ee\u306b\u5206\u3051\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u6a19\u6e96\u306e\u9805\u76ee\u3068\u660e\u7d30\u306e\u884c\u3067\u3059\u3002\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. receipt_type: hotel \/ taxi \/ rail \/ air \/ meal \/ other \/ unknown\n2. \u660e\u7d30\u306e\u884c\u3054\u3068\u306e category:\n   lodging\uff08\u5bbf\u6cca\u6599\uff09 \/ tax_service\uff08\u7a0e\u30fb\u30b5\u30fc\u30d3\u30b9\u6599\uff09 \/ meal\uff08\u98df\u4e8b\uff09 \/\n   transport\uff08\u4ea4\u901a\uff09 \/ personal_candidate\uff08\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\uff09 \/ unknown\n3. \u5bbf\u6cca\u6599\u306e\u884c\u306f\u3001\u884c\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u5199\u3059\n4. \u98df\u4e8b\u306e\u9818\u53ce\u66f8\u306f\u3001\u4eba\u6570\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u5199\u3059\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5186\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u901a\u8ca8\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u91d1\u984d\u306e\u5408\u8a08\u304c TOTAL \u3068\u5408\u308f\u306a\u304f\u3066\u3082\u3001\u3069\u306e\u884c\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5408\u308f\u306a\u3044\u3053\u3068\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30df\u30cb\u30d0\u30fc\u3001\u30e9\u30f3\u30c9\u30ea\u30fc\u3001\u6620\u753b\u3001\u96fb\u8a71\u306a\u3069\u306f personal_candidate \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u610f\u5473\u304c\u53d6\u308c\u306a\u3044\u3082\u306e\u306f unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8fd1\u305d\u3046\u306a\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u6708\u3068\u65e5\u306e\u9806\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9818\u53ce\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u3001\u898b\u7a4d\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u8cbb\u76ee\u5206\u3051\u3092\u305b\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6a19\u6e96\u306e\u9805\u76ee\u3011{summary_fields}\n\u3010\u660e\u7d30\u306e\u884c\u3011{line_items}\n```\n\n**\u300c\u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u300d\u3092\u898b\u5206\u3051\u3055\u305b\u308b\u306e\u306f\u3001\u3088\u304f\u6df7\u3056\u308b\u304b\u3089\u3067\u3059\u3002** \u30db\u30c6\u30eb\u306e\u4e88\u7d04\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u4e88\u7d04\u753b\u9762\u306e\u5199\u3057\u306f\u3001\u91d1\u984d\u3082\u65e5\u4ed8\u3082\u66f8\u304b\u308c\u3066\u3044\u3066\u9818\u53ce\u66f8\u306b\u898b\u3048\u307e\u3059\u3002**\u652f\u6255\u3063\u305f\u8a3c\u62e0\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u660e\u7d30\u306b\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002**\n\n**\u300c\u8fd1\u305d\u3046\u306a\u8cbb\u76ee\u306b\u5bc4\u305b\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001unknown \u304c\u307b\u3068\u3093\u3069\u51fa\u307e\u305b\u3093\u3002** \u4f55\u3067\u3082\u305d\u308c\u3089\u3057\u3044\u8cbb\u76ee\u306b\u5165\u308c\u308b\u306e\u3067\u3001**\u4eba\u304c\u898b\u308b\u3079\u304d\u884c\u304c\u4e00\u89a7\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"receipt_id\": \"\",\n  \"trip_id\": \"\",\n  \"document_type\": \"receipt\",\n  \"receipt_type\": \"hotel\",\n  \"vendor\": \"\",\n  \"date_text\": \"\",\n  \"total_text\": \"\",\n  \"lines\": [\n    { \"item\": \"\", \"amount_text\": \"\", \"date_text\": \"\",\n      \"category\": \"lodging\", \"evidence\": \"\" }\n  ],\n  \"guests\": \"\",\n  \"note\": \"\"\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u63db\u7b97\u3068\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u901a\u8ca8 | \u8aad\u307f\u53d6\u308a\u306e `Code` \u3068\u56fd\u306e\u8868\u304c\u4e00\u81f4\u3059\u308b\u304b | \u4e0d\u4e00\u81f4\u306a\u3089 `check`\uff08\u901a\u8ca8\uff09 |\n| \u65e5\u4ed8 | \u56fd\u306e\u8868\u306e\u66f8\u304d\u65b9\u3067\u8aad\u307f\u3001\u51fa\u5f35\u306e\u671f\u9593\u306b\u5165\u308b\u304b | \u5916\u306a\u3089 `check`\uff08\u671f\u9593\u5916\uff09 |\n| \u63db\u7b97 | \u30ab\u30fc\u30c9\u306f\u5229\u7528\u660e\u7d30\u306e\u5186\u306e\u91d1\u984d\u3001\u73fe\u91d1\u306f\u53d6\u5f15\u65e5\u306e\u30ec\u30fc\u30c8 | \u660e\u7d30\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `check`\uff08\u63db\u7b97\uff09 |\n| \u5bbf\u6cca\u8cbb | 1\u6cca\u306e\u91d1\u984d\u3092\u90fd\u5e02\u306e\u533a\u5206\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u308b | \u8d85\u3048\u305f\u3089 `check`\uff08\u4e0a\u9650\uff09\u3068\u5dee\u984d |\n| \u98df\u4e8b | 1\u4eba\u3042\u305f\u308a\u306e\u91d1\u984d\u3092\u4e0a\u9650\u3068\u6bd4\u3079\u308b | \u8d85\u3048\u305f\u3089 `check`\uff08\u4e0a\u9650\uff09\u3068\u5dee\u984d |\n| \u91cd\u8907 | \u540c\u3058\u652f\u6255\u5148\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d | \u91cd\u306a\u308c\u3070 `check`\uff08\u91cd\u8907\uff09 |\n| \u79c1\u7684\u306a\u8cbb\u7528 | `personal_candidate` \u306e\u884c\u304c\u3042\u308b | `check`\uff08\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\uff09 |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u63db\u7b97\u3092\u898f\u5247\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u6cd5\u4eba\u7a0e\u306e\u901a\u9054\u3067\u306f\u3001\u5916\u8ca8\u5efa\u53d6\u5f15\u306e\u5186\u63db\u7b97\u306f\u539f\u5247\u3068\u3057\u3066\u53d6\u5f15\u65e5\u306e\u96fb\u4fe1\u58f2\u8cb7\u76f8\u5834\u306e\u4ef2\u5024\uff08TTM\uff09\u306b\u3088\u308a\u3001\u7d99\u7d9a\u9069\u7528\u3092\u6761\u4ef6\u306b\u8cbb\u7528\u306f\u96fb\u4fe1\u58f2\u76f8\u5834\uff08TTS\uff09\u3082\u4f7f\u3048\u3001\u524d\u6708\u672b\u306a\u3069\u306e\u76f8\u5834\u3082\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u308c\u3092\u4f7f\u3046\u304b\u306f\u81ea\u793e\u3067\u6c7a\u3081\u3001\u6c7a\u3081\u305f1\u3064\u3092\u898f\u5247\u306b\u66f8\u304d\u307e\u3059\u3002** AI\u306b\u9078\u3070\u305b\u308b\u3068\u3001\u9818\u53ce\u66f8\u3054\u3068\u306b\u9055\u3046\u30ec\u30fc\u30c8\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u4e0a\u9650\u306e\u5dee\u984d\u3092\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u300c\u4e0a\u9650\u3092\u8d85\u3048\u305f\u300d\u3060\u3051\u3067\u306a\u304f\u300c1\u6cca\u3042\u305f\u308a\u4f55\u5186\u8d85\u3048\u305f\u300d\u307e\u3067\u51fa\u308b\u306e\u3067\u3001**\u4eba\u306f\u5dee\u984d\u3092\u898b\u3066\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 | \u63d0\u51fa\u306e\u901a\u77e5\u3001\u6dfb\u4ed8\u306e\u53d6\u5f97 | \u9818\u53ce\u66f8\u3068\u652f\u6255\u65b9\u6cd5\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | AnalyzeExpense\uff0fStartExpenseAnalysis | \u6a19\u6e96\u306e\u9805\u76ee\u3001\u660e\u7d30\u306e\u884c\u3001\u901a\u8ca8 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u884c\u306e\u8cbb\u76ee\u5206\u3051\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u5f35\u7533\u8acb\u30fb\u898f\u7a0b\u306e\u8868\u30fb\u70ba\u66ff\u306e\u8868 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u57fa\u6e96 |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30 | \u8aad\u307f\u53d6\u308a | \u30ab\u30fc\u30c9\u6255\u3044\u306e\u5186\u306e\u91d1\u984d |\n| \u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0 | \u627f\u8a8d\u5f8c\u306e\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f | \u78ba\u5b9a\u3057\u305f\u660e\u7d30 |\n\n**\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u5f8c\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u660e\u7d30\u3082\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u304b\u3089\u78ba\u5b9a\u3057\u307e\u3059\u3002**\u51fa\u5f35\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u3001\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u3066\u4eba\u304c\u9001\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `check` \u306e\u660e\u7d30\u3060\u3051\u3067\u3059\u3002** \u7406\u7531\u3054\u3068\u306b\u898b\u308b\u9806\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n1. **\u901a\u8ca8\u3068\u671f\u9593\u5916\u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u8aad\u307f\u9055\u3044\u3067\u3001\u753b\u50cf\u3092\u898b\u308c\u3070\u6570\u79d2\u3067\u6c7a\u307e\u308a\u307e\u3059\n2. **\u91cd\u8907\u3092\u78ba\u304b\u3081\u308b** \u2026 \u540c\u3058\u98df\u4e8b\u30922\u4eba\u304c\u5225\u3005\u306b\u51fa\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u540c\u3058\u9818\u53ce\u66f8\u30922\u56de\u51fa\u3057\u3066\u3044\u306a\u3044\u304b\n3. **\u4e0a\u9650\u3092\u8d85\u3048\u305f\u3082\u306e\u306e\u4e8b\u60c5\u3092\u898b\u308b** \u2026 \u51fa\u5f35\u5831\u544a\u306b\u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u8a8d\u3081\u3001\u7121\u3051\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\u3092\u5206\u3051\u308b** \u2026 \u898f\u7a0b\u306b\u7167\u3089\u3057\u3066\u7cbe\u7b97\u304b\u3089\u5916\u3059\u304b\u3001\u8a8d\u3081\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u7406\u7531\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3067\u8aad\u307f\u9055\u3044\u304c\u591a\u3044\u56fd\u306f\u3001\u56fd\u306e\u8868\u3092\u76f4\u3059\u6750\u6599\u3067\u3059\u3002** \u540c\u3058\u56fd\u3067\u65e5\u4ed8\u306e `check` \u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u56fd\u306e\u66f8\u304d\u65b9\u306e\u8a2d\u5b9a\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002\n\n**3\u756a\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u51fa\u5f35\u306e\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u9001\u308a\u307e\u3059\u3002** 1\u679a\u3054\u3068\u306b\u9001\u308b\u3068\u3001\u51fa\u5f35\u8005\u306f\u540c\u3058\u51fa\u5f35\u306b\u3064\u3044\u3066\u4f55\u901a\u3082\u8fd4\u4e8b\u3092\u66f8\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u7406\u7531\u3068\u5dee\u984d\u3092\u4e26\u3079\u305f1\u901a\u306b\u3057\u3001\u51fa\u5f35\u5831\u544a\u306b\u8db3\u3057\u3066\u3082\u3089\u3046**\u5f62\u306b\u3059\u308b\u3068\u3001\u8fd4\u4e8b\u304c\u65e9\u304f\u623b\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** `check` \u304c2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u56fd\u306e\u8868\u304b\u30ab\u30fc\u30c9\u306e\u660e\u7d30\u306e\u53d6\u308a\u8fbc\u307f\u306b\u629c\u3051\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u51fa\u5f35\u8005\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u51fa\u3057\u3066\u3082\u3089\u3046** |\n| \u5199\u771f\u306e\u6587\u5b57\u304c\u5c0f\u3055\u3044\u30fb\u307c\u3084\u3051\u3066\u3044\u308b | 15\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002**\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080**\u3002\u539f\u672c\u304c\u7121\u3051\u308c\u3070\u898f\u7a0b\u306e\u624b\u7d9a\u304d\u3078 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u9818\u53ce\u66f8 | \u3053\u306e\u7d4c\u8def\u3067\u306f\u6271\u308f\u306a\u3044\u3002**\u5225\u306e\u7d4c\u8def\u3067\u4eba\u304c\u5165\u529b\u3059\u308b** |\n| 1\u679a\u306e\u5199\u771f\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8 | `ExpenseIndex` \u3067\u5206\u3051\u308b\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u64ae\u308a\u76f4\u3057 |\n| \u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u304c\u6df7\u3056\u308b | `document_type` \u3092\u898b\u3066\u660e\u7d30\u306b\u3057\u306a\u3044 |\n| \u884c\u306e\u5408\u8a08\u3068 `TOTAL` \u304c\u5408\u308f\u306a\u3044 | \u76f4\u3055\u305a\u306b `check`\u3002\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u660e\u7d30\u306e\u7de0\u3081\u524d\u306a\u3089\u4fdd\u7559\u3002\u73fe\u91d1\u306a\u3089\u53d6\u5f15\u65e5\u306e\u30ec\u30fc\u30c8\u3067\u63db\u7b97 |\n| \u9818\u53ce\u66f8\u306e\u7121\u3044\u652f\u51fa\uff08\u30c1\u30c3\u30d7\u306a\u3069\uff09 | \u898f\u7a0b\u306e\u624b\u7d9a\u304d\uff08\u652f\u6255\u8a3c\u660e\uff09\u3078\u56de\u3059 |\n| \u30c1\u30c3\u30d7\u3068\u5408\u8a08\u304c\u624b\u66f8\u304d\u3067\u8db3\u3055\u308c\u3066\u3044\u308b | \u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u306a\u3089\u5bfe\u5fdc\u3002**\u5370\u5b57\u306e\u5c0f\u8a08\u3068\u624b\u66f8\u304d\u306e\u5408\u8a08\u306e\u4e21\u65b9\u3092\u5199\u3057\u3001\u5dee\u3092\u30c1\u30c3\u30d7\u306e\u5019\u88dc\u3068\u3057\u3066 `check`** |\n| \u901a\u8ca8\u306e\u8a18\u53f7\u304c\u7121\u3044 | \u56fd\u306e\u8868\u306e\u65e2\u5b9a\u306e\u901a\u8ca8\u3092\u5f53\u3066\u3001**\u7406\u7531\u306b\u300c\u8a18\u53f7\u306a\u3057\u300d\u3068\u6b8b\u3057\u3066 `check`** |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u591a\u304f\u306a\u308a\u307e\u3059\u3002** \u611f\u71b1\u7d19\u306e\u30ec\u30b7\u30fc\u30c8\u306f\u6642\u9593\u304c\u305f\u3064\u3068\u8584\u304f\u306a\u308b\u306e\u3067\u3001**\u51fa\u5f35\u4e2d\u306b\u64ae\u3063\u3066\u63d0\u51fa\u3059\u308b\u904b\u7528**\u306b\u3059\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u5de5\u592b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n**\u4e0b\u304b\u30893\u884c\u76ee\u306f\u3001\u5317\u7c73\u306e\u30ec\u30b9\u30c8\u30e9\u30f3\u3067\u6bce\u56de\u306e\u3088\u3046\u306b\u8d77\u304d\u307e\u3059\u3002** \u5370\u5b57\u3055\u308c\u305f\u30ec\u30b7\u30fc\u30c8\u306b\u30c1\u30c3\u30d7\u3068\u5408\u8a08\u3092\u624b\u3067\u66f8\u304d\u8db3\u3057\u3066\u7f72\u540d\u3059\u308b\u5f62\u5f0f\u3067\u3001**\u5370\u5b57\u306e `TOTAL` \u3068\u3001\u5b9f\u969b\u306b\u6255\u3063\u305f\u91d1\u984d\u304c\u9055\u3044\u307e\u3059\u3002** \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u306e\u91d1\u984d\u3068\u7167\u3089\u305b\u3070\u3001\u3069\u3061\u3089\u304c\u652f\u6255\u3063\u305f\u984d\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u30c1\u30c3\u30d7\u306e\u5272\u5408\u304c\u56fd\u306e\u8868\u306e\u6163\u7fd2\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3082\u7406\u7531\u306b\u8db3\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u9818\u53ce\u66f8\u306e\u753b\u50cf\u3068\u3001\u63d0\u51fa\u3057\u305f\u65e5\u6642\u30fb\u51fa\u5f35\u306e\u756a\u53f7\u30fb\u652f\u6255\u65b9\u6cd5\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f**\u898f\u7a0b\u306e\u4e0a\u9650\u306e\u8868\u30fb\u56fd\u306e\u8868\u30fb\u70ba\u66ff\u306e\u30ec\u30fc\u30c8**\n- \u63db\u7b97\u306b\u4f7f\u3063\u305f\u30ec\u30fc\u30c8\u3068\u65e5\u4ed8\u3001\u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u3068\u306e\u5bfe\u5fdc\n- \u5224\u5b9a\u306e\u7d50\u679c\uff08`ok` \uff0f `check` \u3068\u7406\u7531\uff09\u3068\u3001**\u7d4c\u7406\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\n- \u51fa\u5f35\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\n\n**\u300c\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u898f\u7a0b\u306e\u4e0a\u9650\u306e\u8868\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u4e0a\u9650\u304c\u6539\u5b9a\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6539\u5b9a\u306e\u524d\u306b\u884c\u3063\u305f\u51fa\u5f35\u3092\u5f8c\u304b\u3089\u898b\u76f4\u3059\u3068\u304d\u3001**\u5f53\u6642\u306e\u4e0a\u9650\u3067\u5224\u5b9a\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u6d77\u5916\u51fa\u5f35\u304b\u30893\u4ef6\u3092\u9078\u3073\u3001\u305d\u306e\u9818\u53ce\u66f8\u3092\u5168\u90e8\u96c6\u3081\u308b\uff08**\u30db\u30c6\u30eb\u306e\u30d5\u30a9\u30ea\u30aa\u3001\u300c$\u300d\u306e\u9818\u53ce\u66f8\u3001\u65e5\u4ed8\u304c\u65e5\u30fb\u6708\u306e\u9806\u306e\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 3\u4ef6\u306b\u3064\u3044\u3066\u3001\u7d4c\u7406\u304c\u5165\u529b\u3057\u305f\u660e\u7d30\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. \u9818\u53ce\u66f8\u306e\u753b\u50cf\u30921\u679a\u305a\u3064\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u9818\u53ce\u66f8\u304b\u3089\u3001\u65e5\u4ed8\u30fb\u652f\u6255\u5148\u30fb\u5408\u8a08\u30fb\u901a\u8ca8\u306e\u8a18\u53f7\u30fb\u660e\u7d30\u306e\u884c\u3092\u5199\u3057\u3001\u884c\u3054\u3068\u306b\u5bbf\u6cca\u6599\u30fb\u7a0e\u30fb\u98df\u4e8b\u30fb\u4ea4\u901a\u30fb\u79c1\u7684\u306a\u8cbb\u7528\u306e\u5019\u88dc\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u306f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300e\u4e0d\u660e\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u7d4c\u7406\u304c\u5165\u529b\u3057\u305f\u660e\u7d30\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**3\u4ef6\u5206\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u300c\u30d5\u30a9\u30ea\u30aa\u306e\u884c\u3092\u6b63\u3057\u304f\u5206\u3051\u3089\u308c\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u30d5\u30a9\u30ea\u30aa\u306e\u884c\u304c\u8cbb\u76ee\u306b\u5206\u304b\u308c\u3001\u660e\u7d30\u3068\u5408\u3046 | **OCR\u3068\u7167\u5408\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| \u300c$\u300d\u3092\u30a2\u30e1\u30ea\u30ab\u30c9\u30eb\u3068\u6c7a\u3081\u3064\u3051\u305f | \u6307\u793a\u3068\u56fd\u306e\u8868\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u611f\u71b1\u7d19\u306e\u5199\u771f\u304c\u8aad\u3081\u306a\u3044 | **\u64ae\u308a\u65b9\u306e\u554f\u984c\u3002** \u51fa\u5f35\u4e2d\u306b\u64ae\u308b\u904b\u7528\u3092\u5148\u306b\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u305d\u308c\u3082\u53ce\u7a6b\u3067\u3059\u3002** \u7d4c\u7406\u304c1\u679a\u306b\u6642\u9593\u3092\u304b\u3051\u3066\u3044\u305f\u7406\u7531\u306e1\u3064\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"\u753b\u50cf\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3068\u884c\u306e\u8cbb\u76ee\u3092\u5199\u3055\u305b\u308b \uff0f 1\u679a\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u306e\u4e0b\u66f8\u304d","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3067\u8aad\u307f\u53d6\u308a\u3001\u63db\u7b97\u3068\u898f\u7a0b\u306e\u4e0a\u9650\u30fb\u671f\u9593\u30fb\u91cd\u8907\u3068\u306e\u7167\u5408\u3092\u3057\u3066 `check` \u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u63db\u7b97\u3001\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u306e\u81ea\u52d5\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3064\u306a\u3050 \uff0f \u7cbe\u7b97\u306e\u660e\u7d30\u3065\u304f\u308a\u306e\u5168\u4f53","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u4ef65\u5206\u304c2\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u3068\u3001\u30ab\u30fc\u30c9\u306e\u660e\u7d30\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u660e\u7d30\u306e\u66f8\u304d\u8fbc\u307f\u304c\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u5074\u306e\u9023\u643a\u306e\u53e3\u304c\u8981\u308a\u307e\u3059\u3002** \u534a\u81ea\u52d5\u5316\u306e `check` \u306e\u7406\u7531\u30923\u304b\u6708\u6570\u3048\u3001**\u591a\u3044\u7406\u7531\u304b\u3089\u56fd\u306e\u8868\u3068\u898f\u7a0b\u306e\u8868\u3092\u76f4\u3059**\u307b\u3046\u304c\u5148\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u300c$\u300d\u3092\u4e00\u5f8b\u306b\u30a2\u30e1\u30ea\u30ab\u30c9\u30eb\u3067\u63db\u7b97\u3059\u308b | **\u8aad\u307f\u53d6\u308a\u306e `Code` \u3068\u51fa\u5f35\u5148\u306e\u56fd\u306e\u8868\u3092\u7167\u3089\u3059** |\n| \u65e5\u4ed8\u306e\u6708\u3068\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b | \u56fd\u3054\u3068\u306e\u66f8\u304d\u65b9\u3067\u6c7a\u3081\u6253\u3061\u3057\u3001\u671f\u9593\u5916\u306f `check` |\n| \u30d5\u30a9\u30ea\u30aa\u3092\u5408\u8a08\u3060\u3051\u3067\u5165\u308c\u308b | **\u660e\u7d30\u306e\u884c\u3054\u3068\u306b\u8cbb\u76ee\u3092\u5206\u3051\u308b** |\n| AI\u304c\u884c\u306e\u91d1\u984d\u3092\u76f4\u3057\u3066\u5408\u8a08\u3092\u5408\u308f\u305b\u308b | \u76f4\u3055\u305b\u306a\u3044\u3002\u5408\u308f\u306a\u3044\u3053\u3068\u3092 `check` \u306b |\n| \u4e88\u7d04\u306e\u78ba\u8a8d\u66f8\u3092\u660e\u7d30\u306b\u3059\u308b | `document_type` \u3067\u898b\u5206\u3051\u308b |\n| \u63db\u7b97\u306e\u30ec\u30fc\u30c8\u304c\u9818\u53ce\u66f8\u3054\u3068\u306b\u9055\u3046 | **\u898f\u5247\u30921\u3064\u306b\u6c7a\u3081\u3001AI\u306b\u9078\u3070\u305b\u306a\u3044** |\n| \u611f\u71b1\u7d19\u306e\u5199\u771f\u304c\u8aad\u3081\u306a\u3044 | \u51fa\u5f35\u4e2d\u306b\u64ae\u3063\u3066\u51fa\u3059\u904b\u7528\u306b\u3059\u308b |\n| 1\u679a\u306b\u8907\u6570\u306e\u9818\u53ce\u66f8\u304c\u5199\u3063\u3066\u3044\u308b | `ExpenseIndex` \u3067\u5206\u3051\u308b |\n| \u79c1\u7684\u306a\u8cbb\u7528\u3092\u81ea\u52d5\u3067\u5916\u3059 | \u5019\u88dc\u306b\u3068\u3069\u3081\u3001\u898f\u7a0b\u3068\u4eba\u3067\u6c7a\u3081\u308b |\n| \u4e0a\u9650\u306e\u8d85\u904e\u3092\u4e00\u5f8b\u306b\u5dee\u3057\u623b\u3059 | \u5dee\u984d\u3068\u51fa\u5f35\u5831\u544a\u306e\u7406\u7531\u3092\u898b\u3066\u4eba\u304c\u6c7a\u3081\u308b |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u9818\u53ce\u66f8\u304c\u6df7\u3056\u308b | \u3053\u306e\u7d4c\u8def\u304b\u3089\u5916\u3057\u3001\u5225\u306e\u7d4c\u8def\u3067\u5165\u529b\u3059\u308b |\n| \u624b\u66f8\u304d\u306e\u30c1\u30c3\u30d7\u3067\u5370\u5b57\u306e\u5408\u8a08\u3068\u6255\u3063\u305f\u984d\u304c\u9055\u3046 | **\u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u306e\u91d1\u984d\u3067\u6c7a\u3081\u308b** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u66f8\u304b\u308c\u65b9\u304c\u56fd\u3054\u3068\u306b\u9055\u3046\u300d\u3053\u3068\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u56fd\u306e\u8868\u3092\u6301\u305f\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u3001`check` \u306e\u591a\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u306f\u904b\u7528\u306e\u554f\u984c\u3067\u3059\u3002** \u79c1\u7684\u306a\u8cbb\u7528\u3068\u4e0a\u9650\u306e\u8d85\u904e\u306f\u3001**\u51fa\u5f35\u8005\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304f\u5224\u65ad**\u3067\u3059\u3002\u81ea\u52d5\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u51fa\u5f35\u8005\u306e\u6c0f\u540d\u3001\u51fa\u5f35\u5148\u3068\u65e5\u7a0b\u3001\u5bbf\u6cca\u5148\u3001\u652f\u6255\u3063\u305f\u91d1\u984d\u3001**\u30ab\u30fc\u30c9\u306e\u756a\u53f7\u306e\u4e00\u90e8\u3084\u540c\u884c\u8005\u306e\u540d\u524d**\u304c\u9818\u53ce\u66f8\u306b\u5370\u5237\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8cbb\u76ee\u5206\u3051\u306b\u5fc5\u8981\u306a\u9805\u76ee\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u6a19\u6e96\u306e\u9805\u76ee\u3068\u660e\u7d30\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\u30ab\u30fc\u30c9\u306e\u756a\u53f7\u306e\u4e00\u90e8\u3084\u540c\u884c\u8005\u306e\u540d\u524d\u306e\u884c\u306f\u3001\u524d\u51e6\u7406\u3067\u5916\u305b\u308b\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059**\n2. **\u7cbe\u7b97\u306e\u78ba\u5b9a\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 `ok` \u306e\u660e\u7d30\u3082\u3001\u4eba\u304c\u6d41\u3057\u898b\u3066\u304b\u3089\u78ba\u5b9a\u3057\u307e\u3059\n3. **\u3053\u306e\u69cb\u6210\u306f\u7a0e\u52d9\u4e0a\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u307e\u305b\u3093** \u2026 \u63db\u7b97\u306e\u65b9\u6cd5\u306e\u9078\u3073\u65b9\u3068\u3001\u79c1\u7684\u306a\u8cbb\u7528\u306e\u6271\u3044\u306f\u3001**\u7d4c\u7406\u3068\u9867\u554f\u7a0e\u7406\u58eb\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u6c7a\u3081\u305f\u898f\u5247\u3092\u5f53\u3066\u308b\u3060\u3051\u3067\u3059\n4. **\u51fa\u5f35\u306e\u65e5\u7a0b\u3068\u5bbf\u6cca\u5148\u306e\u60c5\u5831\u3092\u7d5e\u3063\u3066\u6271\u3046** \u2026 \u5f79\u54e1\u3084\u62c5\u5f53\u8005\u306e\u884c\u52d5\u4e88\u5b9a\u304c\u5206\u304b\u308b\u60c5\u5831\u3067\u3059\u3002**\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u898b\u3089\u308c\u308b\u4eba\u3092\u3001\u7d4c\u7406\u3068\u51fa\u5f35\u8005\u672c\u4eba\u306b\u9650\u308a\u307e\u3059**\n5. **\u4fdd\u5b58\u5148\u3092\u6697\u53f7\u5316\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u5206\u6790\u3067\u306f\u3001\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001**KMS\u306e\u9375\u3067\u6697\u53f7\u5316**\u3059\u308b\u8a2d\u5b9a\u304c\u3067\u304d\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u5186\u306e\u91d1\u984d\u3067\u7cbe\u7b97\u3059\u308b\u3053\u3068\u3068\u3001\u6b63\u5f53\u306a\u8cbb\u7528\u3092\u5dee\u3057\u623b\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u901a\u8ca8\u3068\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u3067\u3001\u5f8c\u8005\u306f\u79c1\u7684\u306a\u8cbb\u7528\u3068\u4e0a\u9650\u306e\u81ea\u52d5\u5224\u65ad\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300cAI\u306b\u6c7a\u3081\u3055\u305b\u305a\u3001\u898f\u5247\u3068\u4eba\u3067\u6c7a\u3081\u308b\u300d\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u6d77\u5916\u306e\u5de5\u5834\u30fb\u9867\u5ba2\u30fb\u5c55\u793a\u4f1a\u3078\u306e\u51fa\u5f35\u304c\u6bce\u6708\u6570\u5341\u4ef6\u3042\u308a\u3001\u51fa\u5f35\u304b\u3089\u623b\u3063\u305f\u793e\u54e1\u306e\u82f1\u6587\u306e\u9818\u53ce\u66f8\u3092\u7d4c\u7406\u304c\u307e\u3068\u3081\u3066\u7cbe\u7b97\u306e\u660e\u7d30\u306b\u5165\u529b\u3057\u3066\u3044\u308b\u30e1\u30fc\u30ab\u30fc\u30fb\u5546\u793e\u30fbIT\u4f01\u696d\u30fb\u5efa\u8a2d\u4f1a\u793e\u3002\u5916\u8ca8\u306e\u63db\u7b97\u3068\u3001\u5bbf\u6cca\u8cbb\u3084\u98df\u4e8b\u306e\u4e0a\u9650\u3092\u65c5\u8cbb\u898f\u7a0b\u3067\u6c7a\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u9818\u53ce\u66f8\u306e\u753b\u50cf\u304c\u7d19\u306e\u5199\u771f\u3068PDF\u3067\u6df7\u3056\u3063\u3066\u5c4a\u304f\u5834\u5408\u3002","not_recommended_for":"\u51fa\u5f35\u5148\u304c\u4e3b\u306b\u4e2d\u56fd\u30fb\u97d3\u56fd\u30fb\u53f0\u6e7e\u30fb\u30bf\u30a4\u306a\u3069\u3067\u3001\u9818\u53ce\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u7e26\u66f8\u304d\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\uff09\u3002\u6d77\u5916\u51fa\u5f35\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u76ee\u8996\u306e\u5165\u529b\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u6cd5\u4eba\u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u3060\u3051\u3067\u7cbe\u7b97\u3092\u5b8c\u7d50\u3055\u305b\u3001\u9818\u53ce\u66f8\u3092\u8aad\u3080\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u898f\u7a0b\u306e\u4f8b\u5916\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u3068\u3001\u7a0e\u52d9\u4e0a\u306e\u6271\u3044\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u56fd\u306e\u8868\u3068\u898f\u7a0b\u306e\u8868\u3092\u4f5c\u308b**\n\n\u51fa\u5f35\u306e\u591a\u3044\u4e0a\u4f4d10\u304b\u56fd\u306b\u3064\u3044\u3066\u3001**\u4f7f\u308f\u308c\u308b\u901a\u8ca8\u3001\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3001\u30c1\u30c3\u30d7\u306e\u6163\u7fd2**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u65c5\u8cbb\u898f\u7a0b\u306e\u4e0a\u9650\u3082\u3001\u90fd\u5e02\u306e\u533a\u5206\u3054\u3068\u306e\u8868\u306b\u66f8\u304d\u76f4\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a3\u4ef6\u306e\u51fa\u5f35\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u51fa\u5f35\u304b\u30893\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u9818\u53ce\u66f8\u306e\u9805\u76ee\u3068\u884c\u306e\u8cbb\u76ee\u3092\u5199\u3055\u305b\u307e\u3059\u3002**\u901a\u8ca8\u306e\u6c7a\u3081\u3064\u3051\u3068\u3001\u30d5\u30a9\u30ea\u30aa\u306e\u884c\u306e\u5206\u3051\u65b9\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u63db\u7b97\u306e\u898f\u5247\u30921\u3064\u306b\u6c7a\u3081\u308b**\n\n\u30ab\u30fc\u30c9\u306e\u652f\u6255\u3044\u3068\u73fe\u91d1\u306e\u652f\u6255\u3044\u3067\u3001\u3069\u306e\u30ec\u30fc\u30c8\u3092\u4f7f\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u9867\u554f\u7a0e\u7406\u58eb\u3068\u78ba\u8a8d\u3057\u3001\u6c7a\u3081\u305f\u898f\u5247\u3092\u6587\u66f8\u306b\u3057\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u63d0\u51fa\u304b\u3089 `check` \u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u7d4c\u8cbb\u7cbe\u7b97\u30b7\u30b9\u30c6\u30e0\u306e\u63d0\u51fa\u3092\u8d77\u70b9\u306b AnalyzeExpense \u3092\u547c\u3073\u3001\u63db\u7b97\u3068\u7167\u5408\u3092\u3057\u3066 `check` \u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u660e\u7d30\u3092\u66f8\u304d\u8fbc\u307e\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u30ab\u30fc\u30c9\u306e\u5229\u7528\u660e\u7d30\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u8db3\u3057\u3001`check` \u306e\u7406\u7531\u3054\u3068\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef65\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`check` \u304c2\u5272\u524d\u5f8c\u306b\u843d\u3061\u7740\u3044\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0005","UC-0007","UC-0454","UC-0530"],"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| \u8acb\u6c42\u66f8\u3068\u9818\u53ce\u66f8\u306e\u5206\u6790\u304c\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3057\u3067\u65e5\u4ed8\u30fb\u756a\u53f7\u30fb\u54c1\u76ee\u306e\u91d1\u984d\u30fb\u5408\u8a08\u3092\u53d6\u308a\u51fa\u3057\u3001\u9055\u3046\u8a00\u3044\u65b9\u3092\u6a19\u6e96\u306e\u9805\u76ee\u540d\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u3002\u6a19\u6e96\u306e\u9805\u76ee\uff08`INVOICE_RECEIPT_DATE`\u30fb`VENDOR_NAME`\u30fb`TOTAL`\u30fb`TAX`\u30fb`GRATUITY`\u30fb`SERVICE_CHARGE`\u30fb`AMOUNT_PAID` \u306a\u3069\uff09\u3002\u30ed\u30b4\u306b\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5e97\u540d\u3082\u62fe\u3048\u308b\u3053\u3068\u3002`ExpenseIndex`\u30fb`LabelDetection`\u30fb`ValueDetection`\u30fb`Confidence`\u30fb`EXPENSE_ROW` \u304c\u8fd4\u308b\u3053\u3068\u3002\u51fa\u529b\u4f8b\u3067\u300c$55.64\u300d\u306b `Currency` \u306e `Code` \u3068\u3057\u3066 `USD` \u304c\u4ed8\u304f\u3053\u3068 | [AWS: Analyzing Invoices and Receipts](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/invoices-receipts.html) | 2026-10-06 |\n| AnalyzeExpense \u304c\u540c\u671f\u306e\u51e6\u7406\u3067\u3001`SummaryFields` \u3068 `LineItemGroups` \u3092\u8fd4\u3057\u3001\u91d1\u984d\u306b `Currency`\uff08`Code` \u3068\u4fe1\u983c\u5ea6\uff09\u304c\u4ed8\u304f\u3053\u3068\u3002PNG\u30fbJPEG\u30fbPDF\u30fbTIFF\u3092\u53d7\u3051\u4ed8\u3051\u308b\u3053\u3068 | [AWS: AnalyzeExpense](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_AnalyzeExpense.html) | 2026-10-06 |\n| StartExpenseAnalysis \u304cJPEG\u30fbPNG\u30fbPDF\u3092\u975e\u540c\u671f\u3067\u5206\u6790\u3057\u3001\u5b8c\u4e86\u3092SNS\u306b\u901a\u77e5\u3057\u3001`GetExpenseAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u4e8c\u91cd\u8d77\u52d5\u3092\u9632\u3052\u308b\u3053\u3068\u3001`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3001`OutputConfig` \u3068 `KMSKeyId` \u3067\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u51fa\u529b\u3068\u6697\u53f7\u5316\u304c\u3067\u304d\u308b\u3053\u3068 | [AWS: StartExpenseAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartExpenseAnalysis.html) | 2026-10-06 |\n| \u540c\u671f\u306e\u51e6\u7406\u304cPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3001\u975e\u540c\u671f\u304cPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3001XFA\u5f62\u5f0f\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u306ePDF\u306f\u4e0d\u53ef\u3001\u5bfe\u5fdc\u8a00\u8a9e\u304c6\u8a00\u8a9e\u3001\u7e26\u66f8\u304d\u4e0d\u53ef\u3001\u6587\u66f8\u306e\u50be\u304d\u306b\u5bfe\u5fdc\u3001\u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-06 |\n| \u5916\u8ca8\u5efa\u53d6\u5f15\u306e\u5186\u63db\u7b97\u306f\u3001\u539f\u5247\u3068\u3057\u3066\u53d6\u5f15\u65e5\u306e\u96fb\u4fe1\u58f2\u8cb7\u76f8\u5834\u306e\u4ef2\u5024\u306b\u3088\u308a\u3001\u7d99\u7d9a\u9069\u7528\u3092\u6761\u4ef6\u306b\u8cbb\u7528\u7b49\u306f\u96fb\u4fe1\u58f2\u76f8\u5834\u306b\u3088\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3002\u524d\u6708\u672b\u7b49\u306e\u76f8\u5834\u30841\u6708\u4ee5\u5185\u306e\u5e73\u5747\u76f8\u5834\u3082\u3001\u7d99\u7d9a\u9069\u7528\u3092\u6761\u4ef6\u306b\u4f7f\u3048\u308b\u3053\u3068 | [\u56fd\u7a0e\u5e81: \u6cd5\u4eba\u7a0e\u57fa\u672c\u901a\u9054 \u7b2c13\u7ae0\u306e2 \u7b2c1\u7bc0 \u5916\u8ca8\u5efa\u53d6\u5f15\u306b\u4fc2\u308b\u4f1a\u8a08\u51e6\u7406\u7b49](https:\/\/www.nta.go.jp\/law\/tsutatsu\/kihon\/hojin\/13_2\/13_2_01.htm) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u3067\u6307\u5b9a\u3067\u304d\u3001\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u305a\u306b\u8fd4\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 |\n\n**\u63db\u7b97\u306e\u65b9\u6cd5\u3068\u79c1\u7684\u306a\u8cbb\u7528\u306e\u6271\u3044\u306f\u3001\u7d4c\u7406\u3068\u9867\u554f\u7a0e\u7406\u58eb\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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