{"id":15601,"date":"2026-10-15T14:07:39","date_gmt":"2026-10-15T05:07:39","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-remittance-advice-matching\/"},"modified":"2026-10-15T14:07:39","modified_gmt":"2026-10-15T05:07:39","slug":"en-remittance-advice-matching","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-remittance-advice-matching\/","title":{"rendered":"\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u9001\u91d1\u660e\u7d30\uff08Remittance Advice\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u8acb\u6c42\u66f8\u3054\u3068\u306e\u652f\u6255\u984d\u30fb\u9280\u884c\u624b\u6570\u6599\u30fb\u76f8\u6bba\u3092\u62fe\u3063\u3066\u3001\u5165\u91d1\u306e\u6d88\u8fbc\u306e\u5019\u88dc\u3068\u5dee\u984d\u306e\u7406\u7531\u3092\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u9001\u91d1\u660e\u7d30\u3092\u8aad\u307f\u53d6\u308a\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3054\u3068\u306e\u652f\u6255\u984d\u30fb\u76f8\u6bba\u30fb\u5dee\u3057\u5f15\u304b\u308c\u305f\u9280\u884c\u624b\u6570\u6599\u3092\u660e\u7d30\u306e\u884c\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u9280\u884c\u306e\u5165\u91d1\u306e\u8a18\u9332\u3068\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7167\u3089\u3057\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3068\u3001\u5165\u91d1\u984d\u304c\u8acb\u6c42\u984d\u3068\u5408\u308f\u306a\u3044\u7406\u7531\u306e\u5019\u88dc\u3092\u8ca1\u52d9\u62c5\u5f53\u306b\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1590","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-15","trigger":"**\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u8ca1\u52d9\u90e8\u306e\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092 `remit\/<\u53d7\u4fe1\u65e5>\/` \u3078\u4fdd\u5b58\u3057\u307e\u3059\u3002\u624b\u3067\u4fdd\u5b58\u3059\u308b\u904b\u7528\u304b\u3089\u59cb\u3081\u3066\u3082\u3001\u305d\u3053\u304b\u3089\u5148\u306f\u540c\u3058\u3067\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u53d7\u4fe1\u65e5\uff0b\u30e1\u30fc\u30eb\u306e\u8b58\u5225\u5b50\uff0b\u6dfb\u4ed8\u306e\u756a\u53f7\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u3067\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3092\u77e5\u308a\u307e\u3059\u3002JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002**\n\n**\u9280\u884c\u306e\u5230\u7740\u306e\u8a18\u9332\u306f\u3001\u6bce\u671d\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u524d\u65e5\u5206\u3092\u66f8\u304d\u51fa\u3057\u3066\u7f6e\u304d\u307e\u3059\u3002** \u5165\u91d1\u306f\u9001\u91d1\u660e\u7d30\u3088\u308a\u9045\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u5148\u306b\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306f\u300c\u5165\u91d1\u5f85\u3061\u300d\u3068\u3057\u3066\u4fdd\u7559\u3057\u3001\u5230\u7740\u306e\u8a18\u9332\u304c\u6765\u305f\u65e5\u306b\u7167\u5408\u3092\u3084\u308a\u76f4\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9001\u91d1\u660e\u7d30 | \u652f\u6255\u8005\u306e\u540d\u524d\u3001\u652f\u6255\u65e5\u3001\u901a\u8ca8\u3001\u652f\u6255\u306e\u5408\u8a08\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3054\u3068\u306e\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u6587\u3001\u9280\u884c\u306e\u53c2\u7167\u756a\u53f7 | \u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304fPDF |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u306e\u30bb\u30eb\uff08\u884c\u30fb\u5217\u30fb\u898b\u51fa\u3057\uff09\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u884c\u3068\u5358\u8a9e\u3001\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332 | \u5230\u7740\u65e5\u3001\u4f9d\u983c\u4eba\u306e\u540d\u524d\u3001\u901a\u8ca8\u3001\u9001\u91d1\u306e\u91d1\u984d\u3001\u5165\u91d1\u3057\u305f\u91d1\u984d\u3001\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u533a\u5206\u3001\u4f9d\u983c\u4eba\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8 | \u53d6\u5f15\u9280\u884c\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb |\n| \u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u901a\u8ca8\u3001\u8acb\u6c42\u984d\u3001\u672a\u6d88\u8fbc\u306e\u6b8b\u9ad8\u3001\u767a\u884c\u6e08\u307f\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3068\u91d1\u984d | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb |\n| \u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7 | \u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\uff08\u8cb7\u3044\u624b\u306e\u8ca0\u62c5\uff0f\u305d\u308c\u305e\u308c\u306e\u8ca0\u62c5\uff0f\u6c7a\u3081\u3066\u3044\u306a\u3044\uff09\u3001\u5dee\u984d\u3092\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3001\u53d6\u5f15\u5148\u5074\u306e\u540d\u524d\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7 | \u55b6\u696d\u3068\u8ca1\u52d9\u304c\u6574\u3048\u308b\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3067\u3059\u3002** \u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u304c\u7121\u3044\u3068\u3001\u5dee\u984d\u3092\u300c\u53d6\u308a\u6c7a\u3081\u3069\u304a\u308a\u300d\u3068\u300c\u8acb\u6c42\u3057\u76f4\u3059\u5019\u88dc\u300d\u306b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u5dee\u984d\u3092\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3082\u3001\u5148\u306b\u6c7a\u3081\u3066\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002** \u66f8\u3044\u3066\u3044\u306a\u3044\u53d6\u5f15\u5148\u306f\u3001\u5dee\u984d\u306e\u3042\u308b\u5165\u91d1\u3092\u3059\u3079\u3066\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u4f9d\u983c\u4eba\u306e\u540d\u524d\u306f\u3001\u89aa\u4f1a\u793e\u3084\u652f\u6255\u3092\u4ee3\u884c\u3059\u308b\u4f1a\u793e\u306e\u540d\u524d\u3067\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u540d\u524d\u306e\u5165\u91d1\u306f\u3001\u91d1\u984d\u304c\u5408\u3063\u3066\u3044\u3066\u3082\u81ea\u52d5\u3067\u306f\u5bfe\u5fdc\u3092\u4ed8\u3051\u307e\u305b\u3093\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8\u3054\u3068\u306e\u884c | TABLES \u306e TABLE\u30fbCELL \u306e\u30d6\u30ed\u30c3\u30af\uff08\u884c\u306e\u756a\u53f7\u30fb\u5217\u306e\u756a\u53f7\u30fb\u5217\u306e\u898b\u51fa\u3057\uff09 | \u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u884c\u306e\u7d44\u307f\u7acb\u3066 |\n| \u652f\u6255\u8005\u30fb\u652f\u6255\u65e5\u30fb\u901a\u8ca8\u30fb\u5408\u8a08 | QUERIES \u306e QUERY_RESULT\u3001FORMS \u306e\u30ad\u30fc\u3068\u5024\u306e\u7d44 | \u5230\u7740\u306e\u8a18\u9332\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u9280\u884c\u306e\u53c2\u7167\u756a\u53f7 | QUERIES \u306e QUERY_RESULT\u3001LINE \u306e\u30d6\u30ed\u30c3\u30af | \u5230\u7740\u306e\u8a18\u9332\u306e\u53c2\u7167\u756a\u53f7\u3068\u306e\u7167\u5408 |\n| \u8868\u306e\u5916\u306e\u6ce8\u8a18 | \u8868\u306e\u811a\u6ce8\uff08TABLE_FOOTER\uff09\u3001LINE \u306e\u30d6\u30ed\u30c3\u30af | \u300cBank charges for beneficiary's account\u300d\u306a\u3069\u306e\u6ce8\u8a18 |\n\n**\u8868\u306f\u3001TABLE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089 CELL \u3092\u884c\u306e\u756a\u53f7\u30fb\u5217\u306e\u756a\u53f7\u306e\u9806\u306b\u4e26\u3079\u3066\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30bb\u30eb\u306b\u306f\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u4ed8\u304d\u3001**\u5217\u306e\u898b\u51fa\u3057\u306e\u30bb\u30eb\u306b\u306f COLUMN_HEADER \u306e\u5370\u304c\u4ed8\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u898b\u51fa\u3057\u306e\u30bb\u30eb\u306e\u6587\u5b57\u304b\u3089\u3001\u3069\u306e\u5217\u304c\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u898b\u51fa\u3057\u306e\u8a00\u3044\u65b9\u306f\u53d6\u5f15\u5148\u3054\u3068\u306b\u9055\u3046\uff08Invoice No.\uff0fDocument No.\uff0fYour Reference\u3001Amount Paid\uff0fPayment Amount\uff0fNet \u306a\u3069\uff09\u306e\u3067\u3001\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6301\u3061\u307e\u3059\u3002**\n\n**\u5408\u8a08\u306e\u884c\u306b\u3082\u6c17\u3092\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u5408\u8a08\u306e\u884c\u306e\u30bb\u30eb\u306b TABLE_SUMMARY \u306e\u5370\u304c\u4ed8\u304f**\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8acb\u6c42\u66f8\u306e\u884c\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u652f\u6255\u984d\u304c\u4e8c\u91cd\u306b\u306a\u308b\u306e\u3067\u3001**\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u3057\u3066\u5225\u306b\u6301\u3061\u3001\u884c\u306e\u5408\u8a08\u3068\u306e\u4e00\u81f4\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8868\u306e\u5916\u306b\u3042\u308b\u9805\u76ee\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002**\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the name of the payer? | PAYER |\n| What is the payment date? | PAY_DATE |\n| What is the total payment amount? | PAY_TOTAL |\n| What is the currency? | CURRENCY |\n| What is the bank reference number? | BANK_REF |\n\n**\u554f\u3044\u5408\u308f\u305b\u306b\u306f `Pages: [\"*\"]` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u308b**\u3068\u3055\u308c\u3001\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u5408\u8a08\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002\n\n\u7d50\u679c\u306f NextToken \u304c\u8fd4\u308b\u9650\u308a GetDocumentAnalysis \u3092\u547c\u3073\u7d9a\u3051\u3001**\u5168\u30da\u30fc\u30b8\u5206\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u30011\u56de\u3067\u8fd4\u308b\u30d6\u30ed\u30c3\u30af\u306f\u6700\u59271,000\u4ef6\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u306e\u5f62\u5f0f\u306ePDF\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u53d6\u5f15\u5148\u306e\u4ed5\u7d44\u307f\u304c\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u3067\u9001\u3063\u3066\u304f\u308b\u5834\u5408\u306f\u3001\u53d6\u5f15\u5148\u306b\u5916\u3057\u3066\u3082\u3089\u3046\u304b\u3001\u8ca1\u52d9\u62c5\u5f53\u304c\u5916\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3057\u307e\u3059\n2. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u3064\u306a\u304e** \u2026 \u6b21\u306e\u30da\u30fc\u30b8\u306e\u8868\u306e\u5217\u306e\u898b\u51fa\u3057\u304c\u540c\u3058\u306a\u3089\u30011\u3064\u306e\u8868\u3068\u3057\u3066\u3064\u306a\u304e\u307e\u3059\n3. **\u91d1\u984d\u306e\u8aad\u307f\u65b9\u306e\u7d71\u4e00** \u2026 \u300c1.234,56\u300d\uff08\u6b27\u5dde\u306e\u66f8\u304d\u65b9\uff09\u3068\u300c1,234.56\u300d\u3092\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u5206\u3051\u307e\u3059\u3002**\u8a2d\u5b9a\u306e\u7121\u3044\u53d6\u5f15\u5148\u3067\u533a\u5207\u308a\u304c1\u3064\u3060\u3051\u306e\u91d1\u984d\u306f\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u8ca0\u306e\u6570\u306e\u8aad\u307f\u65b9** \u2026 \u300c(120.00)\u300d\u300c-120.00\u300d\u300c120.00 CR\u300d\u3092\u5dee\u3057\u5f15\u304d\u306e\u5024\u3068\u3057\u3066\u8aad\u307f\u307e\u3059\n5. **\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u5148\u982d\u306e0\u3001\u30cf\u30a4\u30d5\u30f3\u3001\u53d6\u5f15\u5148\u5074\u3067\u4ed8\u3051\u305f\u63a5\u982d\u8f9e\u3092\u5916\u3057\u305f\u5f62\u3092\u5225\u306b\u4f5c\u308a\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u3082\u6b8b\u3057\u3001\u7167\u5408\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059**\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** **\u300c1.250\u300d\u304c1,250\u30e6\u30fc\u30ed\u304b1.25\u30e6\u30fc\u30ed\u304b\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u6d88\u8fbc\u304c1,000\u500d\u305a\u308c\u307e\u3059\u3002** \u53d6\u5f15\u5148\u3054\u3068\u306b\u8a2d\u5b9a\u3057\u3001\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u884c\u306e\u5408\u8a08\u306e\u4e00\u81f4\u3067\u78ba\u304b\u3081\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3092\u533a\u5206\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u3068\u3001\u53c2\u7167\u3057\u3066\u3044\u308b\u756a\u53f7\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u7167\u5408\u3068\u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5dee\u3057\u5f15\u304d\u306e\u533a\u5206 | \u884c\u306e\u6587\u3092\u3001\u5024\u5f15\u304d\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u30fb\u54c1\u8cea\u306e\u30af\u30ec\u30fc\u30e0\u30fb\u30ea\u30d9\u30fc\u30c8\u30fb\u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u9280\u884c\u624b\u6570\u6599\u30fb\u524d\u6255\u3044\u3084\u904e\u6255\u3044\u306e\u5145\u5f53\u30fb\u305d\u306e\u4ed6\u306e\u3069\u308c\u304b\u306b\u5f53\u3066\u306f\u3081\u308b | \u6587\u304b\u3089\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u53c2\u7167\u756a\u53f7\u306e\u66f8\u304d\u51fa\u3057 | \u6587\u306e\u4e2d\u306b\u3042\u308b\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3001\u30af\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3059 | \u7121\u3051\u308c\u3070\u7a7a\u306b\u3059\u308b |\n| \u6ce8\u8a18\u306e\u533a\u5206 | \u8868\u306e\u5916\u306e\u6ce8\u8a18\u304c\u3001\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306b\u3064\u3044\u3066\u66f8\u3044\u305f\u3082\u306e\u304b\u3092\u5206\u3051\u308b | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u6839\u62e0\u306e\u6587 | \u5224\u65ad\u306b\u4f7f\u3063\u305f\u6587\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3059 | \u5fc5\u305a\u57cb\u3081\u308b |\n\n**\u5dee\u3057\u5f15\u304d\u306e\u533a\u5206\u306f\u3001\u305d\u306e\u5dee\u3057\u5f15\u304d\u3092\u8a8d\u3081\u308b\u304b\u306e\u5224\u65ad\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5024\u5f15\u304d\u306b\u5206\u3051\u3066\u3082\u3001\u305d\u308c\u3092\u8a8d\u3081\u3066\u3044\u308b\u304b\u306f\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u3068\u5408\u8a08 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u307f\u53d6\u3063\u305f\u5024\u304b\u3089\u8a08\u7b97\u3059\u308b |\n| \u3069\u306e\u8acb\u6c42\u66f8\u306b\u5145\u3066\u308b\u304b\u306e\u6c7a\u5b9a | \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u7167\u5408\u3067\u6c7a\u3081\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5dee\u984d\u3092\u8ab0\u304c\u8ca0\u62c5\u3059\u308b\u304b\u306e\u7d50\u8ad6 | \u53d6\u5f15\u5148\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u3001\u8ca1\u52d9\u62c5\u5f53\u30fb\u55b6\u696d\u306e\u5224\u65ad\u3067\u6c7a\u307e\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u624b\u6570\u6599\u306e\u91d1\u984d\u306e\u63a8\u5b9a | \u9001\u91d1\u660e\u7d30\u3068\u5230\u7740\u306e\u8a18\u9332\u306e\u5dee\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3059 |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u88dc\u3044 | \u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u884c\u306b\u3001\u91d1\u984d\u306e\u8fd1\u3044\u8acb\u6c42\u66f8\u3092\u5f53\u3066\u306a\u3044 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u3092\u898b\u305b\u308b\u3068\u3001AI\u306f\u300c\u4e2d\u7d99\u9280\u884c\u306e\u624b\u6570\u6599\u3068\u601d\u308f\u308c\u308b\u300d\u3068\u91d1\u984d\u307e\u3067\u66f8\u304d\u304c\u3061\u3067\u3059\u3002**AI\u306b\u306f\u5165\u91d1\u984d\u3092\u6e21\u3057\u307e\u305b\u3093\u3002** \u5dee\u306e\u5206\u89e3\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5546\u793e\u306e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\uff08Remittance Advice\uff09\u306e\n\u5dee\u3057\u5f15\u304d\u306e\u884c\u3092\u6574\u7406\u3059\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u884c\u306e\u4e00\u89a7\uff08\u884c\u756a\u53f7\u30fb\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u6587\uff09\u300d\u3068\n\u300c\u8868\u306e\u5916\u306e\u6ce8\u8a18\u300d\u3068\u300c\u533a\u5206\u306e\u8868\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u5dee\u3057\u5f15\u304d\u984d\u306e\u3042\u308b\u884c\u3054\u3068\u306b\u3001deduction_type \u3092\u6b21\u306e\u3069\u308c\u304b\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  discount ........ \u65e9\u671f\u306e\u652f\u6255\u30fb\u6570\u91cf\u306a\u3069\u306e\u5024\u5f15\u304d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  credit_note ..... \u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\uff08CN\u3001Credit Memo\uff09\u306e\u5145\u5f53\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  claim ........... \u54c1\u8cea\u30fb\u6570\u91cf\u30fb\u9045\u308c\u306e\u30af\u30ec\u30fc\u30e0\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  rebate .......... \u30ea\u30d9\u30fc\u30c8\u30fb\u8ca9\u58f2\u5968\u52b1\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  bank_charge ..... \u53d6\u5f15\u5148\u304c\u9280\u884c\u306e\u624b\u6570\u6599\u3092\u5dee\u3057\u5f15\u3044\u305f\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  prepayment ...... \u524d\u6255\u3044\u30fb\u904e\u6255\u3044\u306e\u5145\u5f53\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  other ........... \u4e0a\u306e\u3069\u308c\u3067\u3082\u306a\u3044\u304c\u3001\u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\n  unclear ......... \u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u6587\u304b\u3089\u6c7a\u3081\u3089\u308c\u306a\u3044\n- \u6587\u306e\u4e2d\u306b\u3042\u308b\u756a\u53f7\u3092\u3001ref_numbers \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u4f8b\uff1aCN 2611-08\uff09\u3002\n- \u8868\u306e\u5916\u306e\u6ce8\u8a18\u3054\u3068\u306b\u3001note_type \u3092 charge_terms\uff08\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u66f8\u304d\u65b9\uff09\u304b\n  other \u304b unclear \u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5224\u65ad\u306b\u4f7f\u3063\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u3057\u5f15\u304d\u3092\u8a8d\u3081\u308b\u304b\u3001\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ab0\u304c\u624b\u6570\u6599\u3092\u8ca0\u62c5\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7406\u7531\u306e\u6587\u304c\u300cDeduction\u300d\u300cAdj.\u300d\u3060\u3051\u306e\u884c\u306f unclear \u3067\u3059\u3002\n- \u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u884c\u306b\u3001\u756a\u53f7\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b discount \u3084 bank_charge \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002unclear \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300cDeduction \u3060\u3051\u306e\u884c\u306f unclear\u300d\u3092\u4f8b\u3068\u3057\u3066\u66f8\u304f\u306e\u306f\u3001AI\u304c\u524d\u5f8c\u306e\u884c\u304b\u3089\u7406\u7531\u3092\u88dc\u3044\u304c\u3061\u3060\u304b\u3089\u3067\u3059\u3002** **\u88dc\u3063\u305f\u533a\u5206\u3067\u6d88\u8fbc\u3092\u6e08\u307e\u305b\u308b\u3068\u3001\u81ea\u793e\u304c\u767a\u884c\u3057\u3066\u3044\u306a\u3044\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u5206\u3092\u8a8d\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** `bank_charge` \u3092\u72ec\u7acb\u306e\u533a\u5206\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u53d6\u5f15\u5148\u304c\u81ea\u5206\u3067\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u3092\u3001\u9014\u4e2d\u306e\u9280\u884c\u306e\u624b\u6570\u6599\u3068\u5206\u3051\u308b\u305f\u3081**\u3067\u3059\u3002","output_data":"**\u533a\u5206\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001**\u6570\u5024\u306e minimum\uff0fmaximum \u306a\u3069\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u3051\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5024\u306e\u7bc4\u56f2\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n```json\n{\n  \"advice_id\": \"remit\/2026-10-14\/msg-0412-1\",\n  \"rows\": [\n    { \"row_no\": 3, \"invoice_ref\": \"INV-26-07731\",\n      \"deduction_type\": \"credit_note\", \"ref_numbers\": [\"CN 2611-08\"],\n      \"evidence\": \"Less CN 2611-08 price adjustment\" },\n    { \"row_no\": 6, \"invoice_ref\": \"INV-26-07802\",\n      \"deduction_type\": \"unclear\", \"ref_numbers\": [],\n      \"evidence\": \"Adj.\" }\n  ],\n  \"notes\": [\n    { \"note_type\": \"charge_terms\",\n      \"evidence\": \"All bank charges outside our country are for beneficiary's account\" }\n  ]\n}\n```\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u308c\u306b\u7167\u5408\u3068\u5dee\u984d\u306e\u5206\u89e3\u306e\u7d50\u679c\u3092\u8db3\u3057\u3066\u6d88\u8fbc\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"currency\": \"USD\",\n  \"advice_total\": 48210.00,\n  \"received_amount\": 48175.00,\n  \"matches\": [\n    { \"invoice_no\": \"INV-26-07731\", \"open_amount\": 12400.00,\n      \"paid\": 11900.00, \"credit_note\": \"CN-2611-08\", \"cn_amount\": 500.00,\n      \"status\": \"matched\" }\n  ],\n  \"gap\": { \"advice_vs_received\": 35.00,\n           \"explained_by\": \"intermediary_charge_estimate\",\n           \"charge_terms\": \"SHA\", \"within_writeoff_limit\": true },\n  \"checks\": [ \"row_6_unclear_deduction\" ]\n}\n```\n\n**\u5f62\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u533a\u5206\u3068\u7167\u5408\u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u305f\u3081\u3067\u3059\u3002** `rows` \u306fAI\u304c\u57cb\u3081\u3001`matches` \u3068 `gap` \u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002**\u533a\u5206\u30921\u884c\u76f4\u305b\u3070\u7167\u5408\u306f\u3084\u308a\u76f4\u3059\u3060\u3051\u3067\u6e08\u307f\u3001\u5dee\u984d\u306e\u6839\u62e0\u3082\u5165\u91d1\u3054\u3068\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n| `checks` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| invoice_not_found | \u6b63\u898f\u5316\u3057\u3066\u3082\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7121\u3044\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u3042\u308b |\n| cn_not_issued | \u66f8\u304d\u51fa\u3057\u305f\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u304c\u3001\u767a\u884c\u6e08\u307f\u306e\u3082\u306e\u306b\u7121\u3044 |\n| unclear_deduction | `deduction_type` \u304c unclear \u306e\u884c\u304c\u3042\u308b |\n| total_mismatch | \u884c\u306e\u5408\u8a08\u3068\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 |\n| gap_over_limit | \u8aac\u660e\u3067\u304d\u306a\u3044\u5dee\u304c\u3001\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3092\u8d85\u3048\u308b |\n| double_charge | \u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u304c\u3042\u308a\u3001\u3055\u3089\u306b\u5165\u91d1\u984d\u304c\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3088\u308a\u5c11\u306a\u3044 |\n| awaiting_receipt | \u9001\u91d1\u660e\u7d30\u306b\u5bfe\u5fdc\u3059\u308b\u5230\u7740\u306e\u8a18\u9332\u304c\u307e\u3060\u7121\u3044 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u9001\u91d1\u660e\u7d30\u306e\u539f\u672c\u3068\u5230\u7740\u306e\u8a18\u9332\u3092\u53d7\u3051\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u306e\u30bb\u30eb\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u884c\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u30d5\u30a1\u30a4\u30eb\u3092\u77e5\u308b |\n| \u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| \u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5dee\u3057\u5f15\u304d\u306e\u533a\u5206\u3068\u53c2\u7167\u756a\u53f7 |\n| \u8ca1\u52d9\u62c5\u5f53 | \u6d88\u8fbc\u306e\u5019\u88dc\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u4fee\u6b63\u3001\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u306e\u5165\u529b |\n\n**\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u306e\u6d88\u8fbc\u306e\u5165\u529b\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u5019\u88dc\u306e\u6570\u5b57\u304c\u305d\u306e\u307e\u307e\u6d88\u8fbc\u306b\u306a\u308b\u3068\u3001\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u58f2\u639b\u91d1\u306e\u6b8b\u9ad8\u306b\u9032\u307f\u307e\u3059\u3002**\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6d88\u8fbc\u306e\u90fd\u5408\u3067\u6761\u4ef6\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u5951\u7d04\u3068\u6271\u3044\u304c\u98df\u3044\u9055\u3044\u307e\u3059\u3002","human_review":"**\u8ca1\u52d9\u62c5\u5f53\u304c\u5168\u4ef6\u306e\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u898b\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`checks` \u306e\u3042\u308b\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 \u7167\u5408\u3067\u304d\u306a\u3044\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u5408\u8a08\u306e\u4e0d\u4e00\u81f4\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`unclear` \u306e\u884c\u3068 `cn_not_issued` \u3092\u8aad\u3080** \u2026 \u539f\u672c\u306e\u6587\u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u3089\u53d6\u5f15\u5148\u306e\u7d4c\u7406\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n3. **`gap_over_limit` \u3068 `double_charge` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u5dee\u984d\u3092\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u3001\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u3068\u55b6\u696d\u306e\u610f\u898b\u3067\u6c7a\u3081\u307e\u3059\n4. **\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u6d88\u8fbc\u3092\u5165\u529b\u3059\u308b** \u2026 \u5019\u88dc\u3092\u78ba\u304b\u3081\u305f\u3082\u306e\u3060\u3051\u3092\u5165\u529b\u3057\u307e\u3059\n5. **\u8acb\u6c42\u3057\u76f4\u3059\u5dee\u984d\u3092\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b** \u2026 \u53d6\u5f15\u5148\u3078\u306e\u9023\u7d61\u306f**\u55b6\u696d\u3068\u8ca1\u52d9\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u53d6\u5f15\u5148\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046\u304b\u3001\u5916\u3057\u3066\u304b\u3089\u4fdd\u5b58** |\n| \u8868\u3068\u3057\u3066\u8aad\u3081\u306a\u3044\uff08\u6587\u3060\u3051\u306e\u9001\u91d1\u660e\u7d30\uff09 | LINE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089\u884c\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002\u7d44\u307f\u7acb\u3066\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u304c\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7121\u3044 | `invoice_not_found`\u3002**\u91d1\u984d\u306e\u8fd1\u3044\u8acb\u6c42\u66f8\u306b\u5f53\u3066\u306a\u3044** |\n| 1\u3064\u306e\u9001\u91d1\u3067\u8907\u6570\u306e\u53d6\u5f15\u5148\u306e\u5206\u304c\u6255\u308f\u308c\u308b | \u540d\u524d\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u3067\u5206\u3051\u3001\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u9001\u91d1\u660e\u7d30\u306e\u901a\u8ca8\u3068\u5165\u91d1\u306e\u901a\u8ca8\u304c\u9055\u3046 | \u53d6\u5f15\u5148\u304c\u5225\u306e\u901a\u8ca8\u3067\u6255\u3063\u305f\u3002**\u7167\u5408\u3092\u6b62\u3081\u3001\u4eba\u304c\u63db\u7b97\u3068\u6271\u3044\u3092\u6c7a\u3081\u308b** |\n| \u5165\u91d1\u306f\u3042\u308b\u304c\u9001\u91d1\u660e\u7d30\u304c\u5c4a\u304b\u306a\u3044 | \u5230\u7740\u306e\u8a18\u9332\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u6b04\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u3001**\u78ba\u5b9a\u306f\u9001\u91d1\u660e\u7d30\u3092\u53d6\u308a\u5bc4\u305b\u3066\u304b\u3089** |\n\n**5\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u6700\u3082\u5b88\u308a\u305f\u3044\u3053\u3068\u3067\u3059\u3002** \u901a\u8ca8\u304c\u9055\u3046\u5165\u91d1\u3092\u63db\u7b97\u3057\u3066\u81ea\u52d5\u3067\u7167\u5408\u3059\u308b\u3068\u3001**\u76f8\u5834\u306e\u5dee\u3092\u624b\u6570\u6599\u306e\u5dee\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**","log_storage":"- \u9001\u91d1\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u30e1\u30fc\u30eb\u306e\u8b58\u5225\u5b50\u30fb\u53d7\u4fe1\u65e5\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\u3068\u3001\u7d44\u307f\u7acb\u3066\u305f\u884c\u306e\u4e00\u89a7\n- AI\u306e\u533a\u5206\u306e\u7d50\u679c\uff08`rows`\u3001`notes`\uff09\u3068\u6839\u62e0\u306e\u6587\n- \u7167\u5408\u3068\u5dee\u984d\u306e\u5206\u89e3\u306e\u7d50\u679c\uff08`matches`\u3001`gap`\u3001`checks`\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u53d6\u5f15\u5148\u306e\u6761\u4ef6\n- **\u8ca1\u52d9\u62c5\u5f53\u304c\u76f4\u3057\u305f\u6d88\u8fbc** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306b\u3001\u306a\u305c\u5145\u3066\u76f4\u3057\u305f\u304b\n- \u8acb\u6c42\u3057\u76f4\u3057\u305f\u5dee\u984d\u3068\u3001\u55b6\u696d\u306b\u77e5\u3089\u305b\u305f\u65e5\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u53d6\u308a\u6c7a\u3081\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u306e\u6761\u4ef6\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u5165\u91d1\u3092\u3084\u308a\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":15,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":90,"after_hours_month":24,"saved_hours_month":66,"reduction_rate":73,"saved_hours_year":792,"annual_cost_effect":2772000,"summary":"\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u9001\u91d1\u660e\u7d30\u3092\u8aad\u307f\u53d6\u308a\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3054\u3068\u306e\u652f\u6255\u984d\u30fb\u76f8\u6bba\u30fb\u5dee\u3057\u5f15\u304b\u308c\u305f\u9280\u884c\u624b\u6570\u6599\u3092\u660e\u7d30\u306e\u884c\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u9280\u884c\u306e\u5165\u91d1\u306e\u8a18\u9332\u3068\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7167\u3089\u3057\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3068\u3001\u5165\u91d1\u984d\u304c\u8acb\u6c42\u984d\u3068\u5408\u308f\u306a\u3044\u7406\u7531\u306e\u5019\u88dc\u3092\u8ca1\u52d9\u62c5\u5f53\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u3067\u3001\u305d\u306e\u65e5\u306e\u5916\u8ca8\u306e\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b\n2. \u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306ePDF\u3092\u30e1\u30fc\u30eb\u304b\u3089\u63a2\u3057\u3001\u5230\u7740\u306e\u8a18\u9332\u3068\u4f9d\u983c\u4eba\u306e\u540d\u524d\u30fb\u91d1\u984d\u3067\u5bfe\u5fdc\u3092\u4ed8\u3051\u308b\n3. \u9001\u91d1\u660e\u7d30\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u3001\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u58f2\u639b\u91d1\u306e\u660e\u7d30\u30681\u884c\u305a\u3064\u7167\u3089\u3059\n4. \u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u3092\u51fa\u3057\u3001\u624b\u6570\u6599\u304b\u3001\u76f8\u6bba\u304b\u3001\u8aac\u660e\u306e\u7121\u3044\u4e0d\u8db3\u304b\u3092\u5206\u3051\u308b\n5. \u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u624b\u6570\u6599\u3092\u8cbb\u7528\u306b\u843d\u3068\u3059\u304b\u3001\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u6c7a\u3081\u308b\n6. \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3067\u6d88\u8fbc\u3092\u5165\u529b\u3057\u3001\u6b8b\u3063\u305f\u5dee\u3092\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b\n\n**\uff08a\uff09\u5199\u3059\u3060\u3051\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 1\u4ef6\u306e\u9001\u91d1\u660e\u7d30\u306b\u8acb\u6c42\u66f8\u304c10\u884c\u4e26\u3076\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002**\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u5148\u982d\u306e0\u304c\u843d\u3061\u3066\u3044\u308b\u3001\u53d6\u5f15\u5148\u5074\u306e\u6ce8\u6587\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3001\u81ea\u793e\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u679d\u756a\u304c\u7121\u3044**\u3068\u3044\u3063\u305f\u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u898b\u306a\u304c\u3089\u3001\u58f2\u639b\u91d1\u306e\u660e\u7d30\u3092\u63a2\u3057\u307e\u3059\u3002\n\n**\uff08b\uff09\u5dee\u984d\u306e\u7406\u7531\u304c\u9001\u91d1\u660e\u7d30\u3068\u9280\u884c\u306e\u8a18\u9332\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3002** \u76f8\u6bba\u306f\u9001\u91d1\u660e\u7d30\u306b\u66f8\u304b\u308c\u3001\u9014\u4e2d\u306e\u9280\u884c\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u306f\u9001\u91d1\u660e\u7d30\u306b\u306f\u66f8\u304b\u308c\u305a\u3001\u5165\u91d1\u984d\u304c\u5c11\u306a\u304f\u306a\u308b\u3060\u3051\u3067\u3059\u3002**\u53d6\u5f15\u5148\u304c\u300cLess bank charges\u300d\u3068\u81ea\u5206\u3067\u5dee\u3057\u5f15\u304d\u3001\u305d\u306e\u4e0a\u306b\u9014\u4e2d\u306e\u9280\u884c\u304c\u3055\u3089\u306b\u5dee\u3057\u5f15\u304f\u3068\u3001\u5dee\u984d\u306f\u4e8c\u91cd\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5dee\u984d\u306e\u6271\u3044\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3002** 30\u30c9\u30eb\u306e\u4e0d\u8db3\u3092\u624b\u6570\u6599\u3068\u3057\u3066\u8cbb\u7528\u306b\u843d\u3068\u3059\u62c5\u5f53\u8005\u3068\u3001\u53d6\u308a\u6c7a\u3081\u3069\u304a\u308a\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u62c5\u5f53\u8005\u304c\u3044\u307e\u3059\u3002**\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u898b\u306b\u884c\u304f\u624b\u9593\u3092\u7701\u304f\u3068\u3001\u6271\u3044\u306f\u62c5\u5f53\u8005\u306e\u611f\u899a\u3067\u6c7a\u307e\u308a\u3001\u3069\u306e\u5165\u91d1\u3067\u3044\u304f\u3089\u5dee\u304c\u3042\u3063\u305f\u304b\u3092\u5f8c\u304b\u3089\u4e26\u3079\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u76f8\u6bba\u306e\u6839\u62e0\u3092\u8ffd\u3048\u306a\u3044\u3002** \u300cLess CN\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u306f\u3001\u3069\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u5206\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u540c\u3058\u5024\u5f15\u304d\u304c\u4e8c\u5ea6\u5dee\u3057\u5f15\u304b\u308c\u3066\u3044\u3066\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**","before_flow_steps":["\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u3067\u3001\u305d\u306e\u65e5\u306e\u5916\u8ca8\u306e\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b","\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306ePDF\u3092\u30e1\u30fc\u30eb\u304b\u3089\u63a2\u3057\u3001\u5230\u7740\u306e\u8a18\u9332\u3068\u4f9d\u983c\u4eba\u306e\u540d\u524d\u30fb\u91d1\u984d\u3067\u5bfe\u5fdc\u3092\u4ed8\u3051\u308b","\u9001\u91d1\u660e\u7d30\u306e\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u3001\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u58f2\u639b\u91d1\u306e\u660e\u7d30\u30681\u884c\u305a\u3064\u7167\u3089\u3059","\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u3092\u51fa\u3057\u3001\u624b\u6570\u6599\u304b\u3001\u76f8\u6bba\u304b\u3001\u8aac\u660e\u306e\u7121\u3044\u4e0d\u8db3\u304b\u3092\u5206\u3051\u308b","\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u624b\u6570\u6599\u3092\u8cbb\u7528\u306b\u843d\u3068\u3059\u304b\u3001\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u6c7a\u3081\u308b","\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3067\u6d88\u8fbc\u3092\u5165\u529b\u3057\u3001\u6b8b\u3063\u305f\u5dee\u3092\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u3001\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306ePDF\u3092\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u304b\u3089\u81ea\u52d5\u3067\u4fdd\u5b58\u3057\u3066\u3082\u3088\u3044\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u8868\u3068\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u306e\u30bb\u30eb\u304b\u3089\u300c\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u300d\u306e\u884c\u3092\u7d44\u307f\u7acb\u3066\u308b\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3092\u6c7a\u3081\u3089\u308c\u305f\u533a\u5206\u306b\u5f53\u3066\u306f\u3081\u3001\u53c2\u7167\u3057\u3066\u3044\u308b\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u306a\u3069\u3092\u6839\u62e0\u306e\u6587\u3068\u4e00\u7dd2\u306b\u5199\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u9280\u884c\u306e\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332\u3068\u4f9d\u983c\u4eba\u30fb\u91d1\u984d\u30fb\u65e5\u4ed8\u3067\u5bfe\u5fdc\u3092\u4ed8\u3051\u3001\u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u756a\u53f7\u3067\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u304b\u3089\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5f15\u304d\u3001\u5dee\u984d\u3092\u300c\u4e2d\u7d99\u9280\u884c\u306e\u624b\u6570\u6599\u306e\u898b\u8fbc\u307f\u300d\u300c\u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u300d\u300c\u76f8\u6bba\u300d\u300c\u8aac\u660e\u306e\u7121\u3044\u4e0d\u8db3\u300d\u306b\u5206\u3051\u3066\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u51fa\u3059\n7. **\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u3001\u7167\u5408\u3067\u304d\u306a\u304b\u3063\u305f\u884c\u3068\u8aac\u660e\u306e\u7121\u3044\u5dee\u306e\u3042\u308b\u5165\u91d1\u3092\u5148\u306b\u898b\u3066\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u76f4\u3059\n8. **\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u6d88\u8fbc\u3092\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3057\u3001\u8acb\u6c42\u3057\u76f4\u3059\u5dee\u984d\u306f\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b\n\n**4\u756a\u76ee\u30686\u756a\u76ee\u3092\u5206\u3051\u3066\u3044\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u300cLess 2% early payment discount\u300d\u304c\u5024\u5f15\u304d\u304b\u3001\u300cDeduct claim ref. Q-118\u300d\u304c\u54c1\u8cea\u306e\u30af\u30ec\u30fc\u30e0\u306e\u76f8\u6bba\u304b\u3092\u5206\u3051\u308b\u306e\u306f\u8a00\u8449\u3092\u6271\u3046\u4f5c\u696d\u3067\u3001\u898f\u5247\u3067\u306f\u66f8\u304d\u5207\u308c\u307e\u305b\u3093\u3002**\u4e00\u65b9\u3001\u305d\u306e\u5dee\u3092\u8a8d\u3081\u308b\u304b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u306f\u3001\u53d6\u5f15\u5148\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306e\u554f\u984c\u3067\u3059\u3002** AI\u306b\u306f\u533a\u5206\u307e\u3067\u3092\u3055\u305b\u3001\u6271\u3044\u306f\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\u533a\u5206\u3092\u5f8c\u304b\u3089\u76f4\u3057\u3066\u3082\u3001\u7167\u5408\u3092\u3084\u308a\u76f4\u3059\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u300c\u4e2d\u7d99\u9280\u884c\u306e\u624b\u6570\u6599\u300d\u3092\u300c\u898b\u8fbc\u307f\u300d\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u305d\u306e\u91d1\u984d\u304c\u3069\u3053\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002** \u76f8\u6bba\u306a\u3069\u3067\u8aac\u660e\u3067\u304d\u306a\u3044\u6b8b\u308a\u3092\u3001\u8ca0\u62c5\u306e\u533a\u5206\u3068\u7167\u3089\u3057\u3066\u5019\u88dc\u306b\u3059\u308b\u3060\u3051\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u3001\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306ePDF\u3092\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\u3002\u30e1\u30fc\u30eb\u306e\u53d7\u4fe1\u304b\u3089\u81ea\u52d5\u3067\u4fdd\u5b58\u3057\u3066\u3082\u3088\u3044","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u8868\u3068\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u306e\u30bb\u30eb\u304b\u3089\u300c\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u300d\u306e\u884c\u3092\u7d44\u307f\u7acb\u3066\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3092\u6c7a\u3081\u3089\u308c\u305f\u533a\u5206\u306b\u5f53\u3066\u306f\u3081\u3001\u53c2\u7167\u3057\u3066\u3044\u308b\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u306a\u3069\u3092\u6839\u62e0\u306e\u6587\u3068\u4e00\u7dd2\u306b\u5199\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u9280\u884c\u306e\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332\u3068\u4f9d\u983c\u4eba\u30fb\u91d1\u984d\u30fb\u65e5\u4ed8\u3067\u5bfe\u5fdc\u3092\u4ed8\u3051\u3001\u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u756a\u53f7\u3067\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u304b\u3089\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5f15\u304d\u3001\u5dee\u984d\u3092\u300c\u4e2d\u7d99\u9280\u884c\u306e\u624b\u6570\u6599\u306e\u898b\u8fbc\u307f\u300d\u300c\u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u300d\u300c\u76f8\u6bba\u300d\u300c\u8aac\u660e\u306e\u7121\u3044\u4e0d\u8db3\u300d\u306b\u5206\u3051\u3066\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u3001\u7167\u5408\u3067\u304d\u306a\u304b\u3063\u305f\u884c\u3068\u8aac\u660e\u306e\u7121\u3044\u5dee\u306e\u3042\u308b\u5165\u91d1\u3092\u5148\u306b\u898b\u3066\u3001\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u76f4\u3059","**\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c\u6d88\u8fbc\u3092\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3057\u3001\u8acb\u6c42\u3057\u76f4\u3059\u5dee\u984d\u306f\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b"],"architecture":"```\n\u9001\u91d1\u660e\u7d30\uff08\u82f1\u6587\u306ePDF\u3002\u53d6\u5f15\u5148\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\uff09\n   \u2502  \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 StartDocumentAnalysis\uff08FeatureTypes\uff1aTABLES\u3001FORMS\u3001QUERIES\uff09\n   \u25bc\nAWS Textract\uff08\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\uff09\u2500\u2500 \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 GetDocumentAnalysis\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u8868\u306e\u30bb\u30eb\u304b\u3089\u8acb\u6c42\u66f8\u3054\u3068\u306e\u884c\u3092\u7d44\u307f\u7acb\u3066\u308b\n   \u251c\u2500\u2500\u25b6 Claude API\uff1a\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u533a\u5206\u3068\u53c2\u7167\u756a\u53f7\uff08\u6839\u62e0\u306e\u6587\u4ed8\u304d\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u9280\u884c\u306e\u5230\u7740\u306e\u8a18\u9332\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051\n   \u2514\u2500\u2500\u25b6 Python\uff1a\u58f2\u639b\u91d1\u306e\u660e\u7d30\u3068\u306e\u7167\u5408\u3068\u5dee\u984d\u306e\u5206\u89e3\n   \u25bc\n\u6d88\u8fbc\u306e\u5019\u88dc\u3068\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\uff08\u8ca1\u52d9\u62c5\u5f53\u304c\u78ba\u8a8d\uff09\n   \u25bc\n\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u306e\u6d88\u8fbc\u306e\u5165\u529b\uff08\u4eba\uff09\uff0f\u55b6\u696d\u3078\u306e\u5dee\u984d\u306e\u9023\u7d61\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\u3002TABLES\u30fbFORMS\u30fbQUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u533a\u5206\u3068\u53c2\u7167\u756a\u53f7\u306e\u66f8\u304d\u51fa\u3057\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u7167\u5408\u3001\u5165\u91d1\u984d\u3068\u306e\u5dee\u306e\u5206\u89e3\u3001\u6d88\u8fbc\u306e\u5019\u88dc\uff09 | \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306e\u6d88\u8fbc\u306e\u88dc\u52a9\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u9001\u91d1\u660e\u7d30\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u571f\u53f0\u306f\u3001AWS Textract \u306e\u8868\u306e\u8aad\u307f\u53d6\u308a\u3067\u3059\u3002** \u9001\u91d1\u660e\u7d30\u306e\u591a\u304f\u306f\u300cInvoice No.\uff0fInvoice Date\uff0fInvoice Amount\uff0fDiscount\uff0fAmount Paid\u300d\u306e\u5217\u3092\u6301\u3064\u8868\u3067\u3001**\u884c\u3068\u5217\u306e\u5bfe\u5fdc\u304c\u5d29\u308c\u308b\u3068\u3001\u3042\u308b\u8acb\u6c42\u66f8\u306e\u652f\u6255\u984d\u304c\u96a3\u306e\u8acb\u6c42\u66f8\u306b\u4ed8\u304d\u307e\u3059\u3002** Textract \u306e\u8868\u306e\u6a5f\u80fd\u306f\u3001\u30bb\u30eb\u3054\u3068\u306b\u884c\u306e\u756a\u53f7\u3068\u5217\u306e\u756a\u53f7\u3092\u8fd4\u3057\u3001\u5217\u306e\u898b\u51fa\u3057\u306e\u30bb\u30eb\u3084\u8868\u306e\u984c\u540d\u30fb\u811a\u6ce8\u3082\u533a\u5225\u3057\u3066\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30022\u30da\u30fc\u30b8\u4ee5\u4e0a\u306e\u9001\u91d1\u660e\u7d30\u304c\u3042\u308b\u306e\u3067\u3001\u975e\u540c\u671f\u306e StartDocumentAnalysis \u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**Textract \u3092\u9078\u3079\u308b\u306e\u306f\u3001\u9001\u91d1\u660e\u7d30\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306f**\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e**\u3067\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u3001\u554f\u3044\u5408\u308f\u305b\uff08\u30af\u30a8\u30ea\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002**\u65e5\u672c\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304f\u65e5\u672c\u8a9e\u306e\u652f\u6255\u901a\u77e5\u66f8\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u56fd\u5185\u5206\u306f UC-0454 \u306e\u3088\u3046\u306b\u5225\u306e\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u6271\u3044\u307e\u3059\u3002\n\n**\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6d88\u8fbc\u306e\u5019\u88dc\u306f\u8ca1\u52d9\u62c5\u5f53\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u8ca1\u52d9\u90e8\u306e\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092 `remit\/<\u53d7\u4fe1\u65e5>\/` \u3078\u4fdd\u5b58\u3057\u307e\u3059\u3002\u624b\u3067\u4fdd\u5b58\u3059\u308b\u904b\u7528\u304b\u3089\u59cb\u3081\u3066\u3082\u3001\u305d\u3053\u304b\u3089\u5148\u306f\u540c\u3058\u3067\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u53d7\u4fe1\u65e5\uff0b\u30e1\u30fc\u30eb\u306e\u8b58\u5225\u5b50\uff0b\u6dfb\u4ed8\u306e\u756a\u53f7\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u3067\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3092\u77e5\u308a\u307e\u3059\u3002JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002**\n\n**\u9280\u884c\u306e\u5230\u7740\u306e\u8a18\u9332\u306f\u3001\u6bce\u671d\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u524d\u65e5\u5206\u3092\u66f8\u304d\u51fa\u3057\u3066\u7f6e\u304d\u307e\u3059\u3002** \u5165\u91d1\u306f\u9001\u91d1\u660e\u7d30\u3088\u308a\u9045\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u5148\u306b\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\u306f\u300c\u5165\u91d1\u5f85\u3061\u300d\u3068\u3057\u3066\u4fdd\u7559\u3057\u3001\u5230\u7740\u306e\u8a18\u9332\u304c\u6765\u305f\u65e5\u306b\u7167\u5408\u3092\u3084\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9001\u91d1\u660e\u7d30 | \u652f\u6255\u8005\u306e\u540d\u524d\u3001\u652f\u6255\u65e5\u3001\u901a\u8ca8\u3001\u652f\u6255\u306e\u5408\u8a08\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3054\u3068\u306e\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u6587\u3001\u9280\u884c\u306e\u53c2\u7167\u756a\u53f7 | \u53d6\u5f15\u5148\u304b\u3089\u5c4a\u304fPDF |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u306e\u30bb\u30eb\uff08\u884c\u30fb\u5217\u30fb\u898b\u51fa\u3057\uff09\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u884c\u3068\u5358\u8a9e\u3001\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332 | \u5230\u7740\u65e5\u3001\u4f9d\u983c\u4eba\u306e\u540d\u524d\u3001\u901a\u8ca8\u3001\u9001\u91d1\u306e\u91d1\u984d\u3001\u5165\u91d1\u3057\u305f\u91d1\u984d\u3001\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u533a\u5206\u3001\u4f9d\u983c\u4eba\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8 | \u53d6\u5f15\u9280\u884c\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb |\n| \u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u901a\u8ca8\u3001\u8acb\u6c42\u984d\u3001\u672a\u6d88\u8fbc\u306e\u6b8b\u9ad8\u3001\u767a\u884c\u6e08\u307f\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3068\u91d1\u984d | \u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb |\n| \u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7 | \u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\uff08\u8cb7\u3044\u624b\u306e\u8ca0\u62c5\uff0f\u305d\u308c\u305e\u308c\u306e\u8ca0\u62c5\uff0f\u6c7a\u3081\u3066\u3044\u306a\u3044\uff09\u3001\u5dee\u984d\u3092\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3001\u53d6\u5f15\u5148\u5074\u306e\u540d\u524d\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7 | \u55b6\u696d\u3068\u8ca1\u52d9\u304c\u6574\u3048\u308b\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3067\u3059\u3002** \u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u304c\u7121\u3044\u3068\u3001\u5dee\u984d\u3092\u300c\u53d6\u308a\u6c7a\u3081\u3069\u304a\u308a\u300d\u3068\u300c\u8acb\u6c42\u3057\u76f4\u3059\u5019\u88dc\u300d\u306b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\u5dee\u984d\u3092\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3082\u3001\u5148\u306b\u6c7a\u3081\u3066\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002** \u66f8\u3044\u3066\u3044\u306a\u3044\u53d6\u5f15\u5148\u306f\u3001\u5dee\u984d\u306e\u3042\u308b\u5165\u91d1\u3092\u3059\u3079\u3066\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u4f9d\u983c\u4eba\u306e\u540d\u524d\u306f\u3001\u89aa\u4f1a\u793e\u3084\u652f\u6255\u3092\u4ee3\u884c\u3059\u308b\u4f1a\u793e\u306e\u540d\u524d\u3067\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u540d\u524d\u306e\u5165\u91d1\u306f\u3001\u91d1\u984d\u304c\u5408\u3063\u3066\u3044\u3066\u3082\u81ea\u52d5\u3067\u306f\u5bfe\u5fdc\u3092\u4ed8\u3051\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8\u3054\u3068\u306e\u884c | TABLES \u306e TABLE\u30fbCELL \u306e\u30d6\u30ed\u30c3\u30af\uff08\u884c\u306e\u756a\u53f7\u30fb\u5217\u306e\u756a\u53f7\u30fb\u5217\u306e\u898b\u51fa\u3057\uff09 | \u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u884c\u306e\u7d44\u307f\u7acb\u3066 |\n| \u652f\u6255\u8005\u30fb\u652f\u6255\u65e5\u30fb\u901a\u8ca8\u30fb\u5408\u8a08 | QUERIES \u306e QUERY_RESULT\u3001FORMS \u306e\u30ad\u30fc\u3068\u5024\u306e\u7d44 | \u5230\u7740\u306e\u8a18\u9332\u3068\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u9280\u884c\u306e\u53c2\u7167\u756a\u53f7 | QUERIES \u306e QUERY_RESULT\u3001LINE \u306e\u30d6\u30ed\u30c3\u30af | \u5230\u7740\u306e\u8a18\u9332\u306e\u53c2\u7167\u756a\u53f7\u3068\u306e\u7167\u5408 |\n| \u8868\u306e\u5916\u306e\u6ce8\u8a18 | \u8868\u306e\u811a\u6ce8\uff08TABLE_FOOTER\uff09\u3001LINE \u306e\u30d6\u30ed\u30c3\u30af | \u300cBank charges for beneficiary's account\u300d\u306a\u3069\u306e\u6ce8\u8a18 |\n\n**\u8868\u306f\u3001TABLE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089 CELL \u3092\u884c\u306e\u756a\u53f7\u30fb\u5217\u306e\u756a\u53f7\u306e\u9806\u306b\u4e26\u3079\u3066\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30bb\u30eb\u306b\u306f\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u4ed8\u304d\u3001**\u5217\u306e\u898b\u51fa\u3057\u306e\u30bb\u30eb\u306b\u306f COLUMN_HEADER \u306e\u5370\u304c\u4ed8\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u898b\u51fa\u3057\u306e\u30bb\u30eb\u306e\u6587\u5b57\u304b\u3089\u3001\u3069\u306e\u5217\u304c\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u898b\u51fa\u3057\u306e\u8a00\u3044\u65b9\u306f\u53d6\u5f15\u5148\u3054\u3068\u306b\u9055\u3046\uff08Invoice No.\uff0fDocument No.\uff0fYour Reference\u3001Amount Paid\uff0fPayment Amount\uff0fNet \u306a\u3069\uff09\u306e\u3067\u3001\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6301\u3061\u307e\u3059\u3002**\n\n**\u5408\u8a08\u306e\u884c\u306b\u3082\u6c17\u3092\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u5408\u8a08\u306e\u884c\u306e\u30bb\u30eb\u306b TABLE_SUMMARY \u306e\u5370\u304c\u4ed8\u304f**\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8acb\u6c42\u66f8\u306e\u884c\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u652f\u6255\u984d\u304c\u4e8c\u91cd\u306b\u306a\u308b\u306e\u3067\u3001**\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u3057\u3066\u5225\u306b\u6301\u3061\u3001\u884c\u306e\u5408\u8a08\u3068\u306e\u4e00\u81f4\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8868\u306e\u5916\u306b\u3042\u308b\u9805\u76ee\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002**\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the name of the payer? | PAYER |\n| What is the payment date? | PAY_DATE |\n| What is the total payment amount? | PAY_TOTAL |\n| What is the currency? | CURRENCY |\n| What is the bank reference number? | BANK_REF |\n\n**\u554f\u3044\u5408\u308f\u305b\u306b\u306f `Pages: [\"*\"]` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u308b**\u3068\u3055\u308c\u3001\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u5408\u8a08\u304c\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002\n\n\u7d50\u679c\u306f NextToken \u304c\u8fd4\u308b\u9650\u308a GetDocumentAnalysis \u3092\u547c\u3073\u7d9a\u3051\u3001**\u5168\u30da\u30fc\u30b8\u5206\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u30011\u56de\u3067\u8fd4\u308b\u30d6\u30ed\u30c3\u30af\u306f\u6700\u59271,000\u4ef6\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u306e\u5f62\u5f0f\u306ePDF\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u53d6\u5f15\u5148\u306e\u4ed5\u7d44\u307f\u304c\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u3067\u9001\u3063\u3066\u304f\u308b\u5834\u5408\u306f\u3001\u53d6\u5f15\u5148\u306b\u5916\u3057\u3066\u3082\u3089\u3046\u304b\u3001\u8ca1\u52d9\u62c5\u5f53\u304c\u5916\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3057\u307e\u3059\n2. **\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u306e\u3064\u306a\u304e** \u2026 \u6b21\u306e\u30da\u30fc\u30b8\u306e\u8868\u306e\u5217\u306e\u898b\u51fa\u3057\u304c\u540c\u3058\u306a\u3089\u30011\u3064\u306e\u8868\u3068\u3057\u3066\u3064\u306a\u304e\u307e\u3059\n3. **\u91d1\u984d\u306e\u8aad\u307f\u65b9\u306e\u7d71\u4e00** \u2026 \u300c1.234,56\u300d\uff08\u6b27\u5dde\u306e\u66f8\u304d\u65b9\uff09\u3068\u300c1,234.56\u300d\u3092\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u5206\u3051\u307e\u3059\u3002**\u8a2d\u5b9a\u306e\u7121\u3044\u53d6\u5f15\u5148\u3067\u533a\u5207\u308a\u304c1\u3064\u3060\u3051\u306e\u91d1\u984d\u306f\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u8ca0\u306e\u6570\u306e\u8aad\u307f\u65b9** \u2026 \u300c(120.00)\u300d\u300c-120.00\u300d\u300c120.00 CR\u300d\u3092\u5dee\u3057\u5f15\u304d\u306e\u5024\u3068\u3057\u3066\u8aad\u307f\u307e\u3059\n5. **\u8acb\u6c42\u66f8\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u5148\u982d\u306e0\u3001\u30cf\u30a4\u30d5\u30f3\u3001\u53d6\u5f15\u5148\u5074\u3067\u4ed8\u3051\u305f\u63a5\u982d\u8f9e\u3092\u5916\u3057\u305f\u5f62\u3092\u5225\u306b\u4f5c\u308a\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u3082\u6b8b\u3057\u3001\u7167\u5408\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059**\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** **\u300c1.250\u300d\u304c1,250\u30e6\u30fc\u30ed\u304b1.25\u30e6\u30fc\u30ed\u304b\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u6d88\u8fbc\u304c1,000\u500d\u305a\u308c\u307e\u3059\u3002** \u53d6\u5f15\u5148\u3054\u3068\u306b\u8a2d\u5b9a\u3057\u3001\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3068\u884c\u306e\u5408\u8a08\u306e\u4e00\u81f4\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3092\u533a\u5206\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u3068\u3001\u53c2\u7167\u3057\u3066\u3044\u308b\u756a\u53f7\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u7167\u5408\u3068\u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5dee\u3057\u5f15\u304d\u306e\u533a\u5206 | \u884c\u306e\u6587\u3092\u3001\u5024\u5f15\u304d\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u30fb\u54c1\u8cea\u306e\u30af\u30ec\u30fc\u30e0\u30fb\u30ea\u30d9\u30fc\u30c8\u30fb\u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u9280\u884c\u624b\u6570\u6599\u30fb\u524d\u6255\u3044\u3084\u904e\u6255\u3044\u306e\u5145\u5f53\u30fb\u305d\u306e\u4ed6\u306e\u3069\u308c\u304b\u306b\u5f53\u3066\u306f\u3081\u308b | \u6587\u304b\u3089\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u53c2\u7167\u756a\u53f7\u306e\u66f8\u304d\u51fa\u3057 | \u6587\u306e\u4e2d\u306b\u3042\u308b\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u3001\u30af\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3059 | \u7121\u3051\u308c\u3070\u7a7a\u306b\u3059\u308b |\n| \u6ce8\u8a18\u306e\u533a\u5206 | \u8868\u306e\u5916\u306e\u6ce8\u8a18\u304c\u3001\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306b\u3064\u3044\u3066\u66f8\u3044\u305f\u3082\u306e\u304b\u3092\u5206\u3051\u308b | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u6839\u62e0\u306e\u6587 | \u5224\u65ad\u306b\u4f7f\u3063\u305f\u6587\u3092\u3001\u305d\u306e\u307e\u307e\u5199\u3059 | \u5fc5\u305a\u57cb\u3081\u308b |\n\n**\u5dee\u3057\u5f15\u304d\u306e\u533a\u5206\u306f\u3001\u305d\u306e\u5dee\u3057\u5f15\u304d\u3092\u8a8d\u3081\u308b\u304b\u306e\u5224\u65ad\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5024\u5f15\u304d\u306b\u5206\u3051\u3066\u3082\u3001\u305d\u308c\u3092\u8a8d\u3081\u3066\u3044\u308b\u304b\u306f\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u306e\u8a08\u7b97\u3068\u5408\u8a08 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u307f\u53d6\u3063\u305f\u5024\u304b\u3089\u8a08\u7b97\u3059\u308b |\n| \u3069\u306e\u8acb\u6c42\u66f8\u306b\u5145\u3066\u308b\u304b\u306e\u6c7a\u5b9a | \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u7167\u5408\u3067\u6c7a\u3081\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5dee\u984d\u3092\u8ab0\u304c\u8ca0\u62c5\u3059\u308b\u304b\u306e\u7d50\u8ad6 | \u53d6\u5f15\u5148\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u3001\u8ca1\u52d9\u62c5\u5f53\u30fb\u55b6\u696d\u306e\u5224\u65ad\u3067\u6c7a\u307e\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u624b\u6570\u6599\u306e\u91d1\u984d\u306e\u63a8\u5b9a | \u9001\u91d1\u660e\u7d30\u3068\u5230\u7740\u306e\u8a18\u9332\u306e\u5dee\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3059 |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u88dc\u3044 | \u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u884c\u306b\u3001\u91d1\u984d\u306e\u8fd1\u3044\u8acb\u6c42\u66f8\u3092\u5f53\u3066\u306a\u3044 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u3092\u898b\u305b\u308b\u3068\u3001AI\u306f\u300c\u4e2d\u7d99\u9280\u884c\u306e\u624b\u6570\u6599\u3068\u601d\u308f\u308c\u308b\u300d\u3068\u91d1\u984d\u307e\u3067\u66f8\u304d\u304c\u3061\u3067\u3059\u3002**AI\u306b\u306f\u5165\u91d1\u984d\u3092\u6e21\u3057\u307e\u305b\u3093\u3002** \u5dee\u306e\u5206\u89e3\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\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\u5546\u793e\u306e\u8ca1\u52d9\u90e8\u3067\u3001\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u5c4a\u3044\u305f\u9001\u91d1\u660e\u7d30\uff08Remittance Advice\uff09\u306e\n\u5dee\u3057\u5f15\u304d\u306e\u884c\u3092\u6574\u7406\u3059\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u884c\u306e\u4e00\u89a7\uff08\u884c\u756a\u53f7\u30fb\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u30fb\u652f\u6255\u984d\u30fb\u5dee\u3057\u5f15\u304d\u984d\u30fb\u7406\u7531\u306e\u6587\uff09\u300d\u3068\n\u300c\u8868\u306e\u5916\u306e\u6ce8\u8a18\u300d\u3068\u300c\u533a\u5206\u306e\u8868\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u5dee\u3057\u5f15\u304d\u984d\u306e\u3042\u308b\u884c\u3054\u3068\u306b\u3001deduction_type \u3092\u6b21\u306e\u3069\u308c\u304b\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  discount ........ \u65e9\u671f\u306e\u652f\u6255\u30fb\u6570\u91cf\u306a\u3069\u306e\u5024\u5f15\u304d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  credit_note ..... \u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\uff08CN\u3001Credit Memo\uff09\u306e\u5145\u5f53\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  claim ........... \u54c1\u8cea\u30fb\u6570\u91cf\u30fb\u9045\u308c\u306e\u30af\u30ec\u30fc\u30e0\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  rebate .......... \u30ea\u30d9\u30fc\u30c8\u30fb\u8ca9\u58f2\u5968\u52b1\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  bank_charge ..... \u53d6\u5f15\u5148\u304c\u9280\u884c\u306e\u624b\u6570\u6599\u3092\u5dee\u3057\u5f15\u3044\u305f\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  prepayment ...... \u524d\u6255\u3044\u30fb\u904e\u6255\u3044\u306e\u5145\u5f53\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n  other ........... \u4e0a\u306e\u3069\u308c\u3067\u3082\u306a\u3044\u304c\u3001\u7406\u7531\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\n  unclear ......... \u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u6587\u304b\u3089\u6c7a\u3081\u3089\u308c\u306a\u3044\n- \u6587\u306e\u4e2d\u306b\u3042\u308b\u756a\u53f7\u3092\u3001ref_numbers \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u4f8b\uff1aCN 2611-08\uff09\u3002\n- \u8868\u306e\u5916\u306e\u6ce8\u8a18\u3054\u3068\u306b\u3001note_type \u3092 charge_terms\uff08\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u66f8\u304d\u65b9\uff09\u304b\n  other \u304b unclear \u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5224\u65ad\u306b\u4f7f\u3063\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u3057\u5f15\u304d\u3092\u8a8d\u3081\u308b\u304b\u3001\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ab0\u304c\u624b\u6570\u6599\u3092\u8ca0\u62c5\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7406\u7531\u306e\u6587\u304c\u300cDeduction\u300d\u300cAdj.\u300d\u3060\u3051\u306e\u884c\u306f unclear \u3067\u3059\u3002\n- \u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u884c\u306b\u3001\u756a\u53f7\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b discount \u3084 bank_charge \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002unclear \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300cDeduction \u3060\u3051\u306e\u884c\u306f unclear\u300d\u3092\u4f8b\u3068\u3057\u3066\u66f8\u304f\u306e\u306f\u3001AI\u304c\u524d\u5f8c\u306e\u884c\u304b\u3089\u7406\u7531\u3092\u88dc\u3044\u304c\u3061\u3060\u304b\u3089\u3067\u3059\u3002** **\u88dc\u3063\u305f\u533a\u5206\u3067\u6d88\u8fbc\u3092\u6e08\u307e\u305b\u308b\u3068\u3001\u81ea\u793e\u304c\u767a\u884c\u3057\u3066\u3044\u306a\u3044\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u5206\u3092\u8a8d\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** `bank_charge` \u3092\u72ec\u7acb\u306e\u533a\u5206\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u53d6\u5f15\u5148\u304c\u81ea\u5206\u3067\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u3092\u3001\u9014\u4e2d\u306e\u9280\u884c\u306e\u624b\u6570\u6599\u3068\u5206\u3051\u308b\u305f\u3081**\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u533a\u5206\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001**\u6570\u5024\u306e minimum\uff0fmaximum \u306a\u3069\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u3051\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5024\u306e\u7bc4\u56f2\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n```json\n{\n  \"advice_id\": \"remit\/2026-10-14\/msg-0412-1\",\n  \"rows\": [\n    { \"row_no\": 3, \"invoice_ref\": \"INV-26-07731\",\n      \"deduction_type\": \"credit_note\", \"ref_numbers\": [\"CN 2611-08\"],\n      \"evidence\": \"Less CN 2611-08 price adjustment\" },\n    { \"row_no\": 6, \"invoice_ref\": \"INV-26-07802\",\n      \"deduction_type\": \"unclear\", \"ref_numbers\": [],\n      \"evidence\": \"Adj.\" }\n  ],\n  \"notes\": [\n    { \"note_type\": \"charge_terms\",\n      \"evidence\": \"All bank charges outside our country are for beneficiary's account\" }\n  ]\n}\n```\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u308c\u306b\u7167\u5408\u3068\u5dee\u984d\u306e\u5206\u89e3\u306e\u7d50\u679c\u3092\u8db3\u3057\u3066\u6d88\u8fbc\u306e\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"currency\": \"USD\",\n  \"advice_total\": 48210.00,\n  \"received_amount\": 48175.00,\n  \"matches\": [\n    { \"invoice_no\": \"INV-26-07731\", \"open_amount\": 12400.00,\n      \"paid\": 11900.00, \"credit_note\": \"CN-2611-08\", \"cn_amount\": 500.00,\n      \"status\": \"matched\" }\n  ],\n  \"gap\": { \"advice_vs_received\": 35.00,\n           \"explained_by\": \"intermediary_charge_estimate\",\n           \"charge_terms\": \"SHA\", \"within_writeoff_limit\": true },\n  \"checks\": [ \"row_6_unclear_deduction\" ]\n}\n```\n\n**\u5f62\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u533a\u5206\u3068\u7167\u5408\u3092\u5225\u306e\u5c64\u306b\u7f6e\u304f\u305f\u3081\u3067\u3059\u3002** `rows` \u306fAI\u304c\u57cb\u3081\u3001`matches` \u3068 `gap` \u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002**\u533a\u5206\u30921\u884c\u76f4\u305b\u3070\u7167\u5408\u306f\u3084\u308a\u76f4\u3059\u3060\u3051\u3067\u6e08\u307f\u3001\u5dee\u984d\u306e\u6839\u62e0\u3082\u5165\u91d1\u3054\u3068\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n| `checks` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| invoice_not_found | \u6b63\u898f\u5316\u3057\u3066\u3082\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7121\u3044\u8acb\u6c42\u66f8\u756a\u53f7\u304c\u3042\u308b |\n| cn_not_issued | \u66f8\u304d\u51fa\u3057\u305f\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u756a\u53f7\u304c\u3001\u767a\u884c\u6e08\u307f\u306e\u3082\u306e\u306b\u7121\u3044 |\n| unclear_deduction | `deduction_type` \u304c unclear \u306e\u884c\u304c\u3042\u308b |\n| total_mismatch | \u884c\u306e\u5408\u8a08\u3068\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 |\n| gap_over_limit | \u8aac\u660e\u3067\u304d\u306a\u3044\u5dee\u304c\u3001\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650\u3092\u8d85\u3048\u308b |\n| double_charge | \u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u304c\u3042\u308a\u3001\u3055\u3089\u306b\u5165\u91d1\u984d\u304c\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u3088\u308a\u5c11\u306a\u3044 |\n| awaiting_receipt | \u9001\u91d1\u660e\u7d30\u306b\u5bfe\u5fdc\u3059\u308b\u5230\u7740\u306e\u8a18\u9332\u304c\u307e\u3060\u7121\u3044 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u9001\u91d1\u660e\u7d30\u306e\u539f\u672c\u3068\u5230\u7740\u306e\u8a18\u9332\u3092\u53d7\u3051\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u8868\u306e\u30bb\u30eb\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u884c\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u30d5\u30a1\u30a4\u30eb\u3092\u77e5\u308b |\n| \u58f2\u639b\u91d1\u306e\u672a\u6d88\u8fbc\u306e\u660e\u7d30 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| \u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5dee\u3057\u5f15\u304d\u306e\u533a\u5206\u3068\u53c2\u7167\u756a\u53f7 |\n| \u8ca1\u52d9\u62c5\u5f53 | \u6d88\u8fbc\u306e\u5019\u88dc\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u4fee\u6b63\u3001\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u306e\u5165\u529b |\n\n**\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u3078\u306e\u6d88\u8fbc\u306e\u5165\u529b\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u5019\u88dc\u306e\u6570\u5b57\u304c\u305d\u306e\u307e\u307e\u6d88\u8fbc\u306b\u306a\u308b\u3068\u3001\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u58f2\u639b\u91d1\u306e\u6b8b\u9ad8\u306b\u9032\u307f\u307e\u3059\u3002**\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u6d88\u8fbc\u306e\u90fd\u5408\u3067\u6761\u4ef6\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u5951\u7d04\u3068\u6271\u3044\u304c\u98df\u3044\u9055\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u8ca1\u52d9\u62c5\u5f53\u304c\u5168\u4ef6\u306e\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u898b\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`checks` \u306e\u3042\u308b\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 \u7167\u5408\u3067\u304d\u306a\u3044\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u5408\u8a08\u306e\u4e0d\u4e00\u81f4\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`unclear` \u306e\u884c\u3068 `cn_not_issued` \u3092\u8aad\u3080** \u2026 \u539f\u672c\u306e\u6587\u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u3089\u53d6\u5f15\u5148\u306e\u7d4c\u7406\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n3. **`gap_over_limit` \u3068 `double_charge` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u5dee\u984d\u3092\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3092\u3001\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u3068\u55b6\u696d\u306e\u610f\u898b\u3067\u6c7a\u3081\u307e\u3059\n4. **\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u6d88\u8fbc\u3092\u5165\u529b\u3059\u308b** \u2026 \u5019\u88dc\u3092\u78ba\u304b\u3081\u305f\u3082\u306e\u3060\u3051\u3092\u5165\u529b\u3057\u307e\u3059\n5. **\u8acb\u6c42\u3057\u76f4\u3059\u5dee\u984d\u3092\u55b6\u696d\u306b\u77e5\u3089\u305b\u308b** \u2026 \u53d6\u5f15\u5148\u3078\u306e\u9023\u7d61\u306f**\u55b6\u696d\u3068\u8ca1\u52d9\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u53d6\u5f15\u5148\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046\u304b\u3001\u5916\u3057\u3066\u304b\u3089\u4fdd\u5b58** |\n| \u8868\u3068\u3057\u3066\u8aad\u3081\u306a\u3044\uff08\u6587\u3060\u3051\u306e\u9001\u91d1\u660e\u7d30\uff09 | LINE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089\u884c\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002\u7d44\u307f\u7acb\u3066\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u304c\u58f2\u639b\u91d1\u306e\u660e\u7d30\u306b\u7121\u3044 | `invoice_not_found`\u3002**\u91d1\u984d\u306e\u8fd1\u3044\u8acb\u6c42\u66f8\u306b\u5f53\u3066\u306a\u3044** |\n| 1\u3064\u306e\u9001\u91d1\u3067\u8907\u6570\u306e\u53d6\u5f15\u5148\u306e\u5206\u304c\u6255\u308f\u308c\u308b | \u540d\u524d\u306e\u66f8\u304d\u65b9\u306e\u4e00\u89a7\u3067\u5206\u3051\u3001\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u9001\u91d1\u660e\u7d30\u306e\u901a\u8ca8\u3068\u5165\u91d1\u306e\u901a\u8ca8\u304c\u9055\u3046 | \u53d6\u5f15\u5148\u304c\u5225\u306e\u901a\u8ca8\u3067\u6255\u3063\u305f\u3002**\u7167\u5408\u3092\u6b62\u3081\u3001\u4eba\u304c\u63db\u7b97\u3068\u6271\u3044\u3092\u6c7a\u3081\u308b** |\n| \u5165\u91d1\u306f\u3042\u308b\u304c\u9001\u91d1\u660e\u7d30\u304c\u5c4a\u304b\u306a\u3044 | \u5230\u7740\u306e\u8a18\u9332\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u6b04\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u3001**\u78ba\u5b9a\u306f\u9001\u91d1\u660e\u7d30\u3092\u53d6\u308a\u5bc4\u305b\u3066\u304b\u3089** |\n\n**5\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u6700\u3082\u5b88\u308a\u305f\u3044\u3053\u3068\u3067\u3059\u3002** \u901a\u8ca8\u304c\u9055\u3046\u5165\u91d1\u3092\u63db\u7b97\u3057\u3066\u81ea\u52d5\u3067\u7167\u5408\u3059\u308b\u3068\u3001**\u76f8\u5834\u306e\u5dee\u3092\u624b\u6570\u6599\u306e\u5dee\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u9001\u91d1\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u30e1\u30fc\u30eb\u306e\u8b58\u5225\u5b50\u30fb\u53d7\u4fe1\u65e5\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\u3068\u3001\u7d44\u307f\u7acb\u3066\u305f\u884c\u306e\u4e00\u89a7\n- AI\u306e\u533a\u5206\u306e\u7d50\u679c\uff08`rows`\u3001`notes`\uff09\u3068\u6839\u62e0\u306e\u6587\n- \u7167\u5408\u3068\u5dee\u984d\u306e\u5206\u89e3\u306e\u7d50\u679c\uff08`matches`\u3001`gap`\u3001`checks`\uff09\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u53d6\u5f15\u5148\u306e\u6761\u4ef6\n- **\u8ca1\u52d9\u62c5\u5f53\u304c\u76f4\u3057\u305f\u6d88\u8fbc** \u2026 \u3069\u306e\u884c\u3092\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306b\u3001\u306a\u305c\u5145\u3066\u76f4\u3057\u305f\u304b\n- \u8acb\u6c42\u3057\u76f4\u3057\u305f\u5dee\u984d\u3068\u3001\u55b6\u696d\u306b\u77e5\u3089\u305b\u305f\u65e5\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u53d6\u308a\u6c7a\u3081\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u306e\u6761\u4ef6\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u5165\u91d1\u3092\u3084\u308a\u76f4\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002","minimal_setup":"1. \u6d88\u8fbc\u304c\u7d42\u308f\u3063\u305f\u5148\u6708\u306e\u5165\u91d1\u304b\u3089\u3001\u53d6\u5f15\u5148\u306e\u9055\u3046\u9001\u91d1\u660e\u7d30\u309220\u4ef6\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u76f8\u6bba\u3068\u624b\u6570\u6599\u304c\u4e21\u65b9\u3042\u3063\u305f\u3082\u306e\u3001\u6b27\u5dde\u306e\u53d6\u5f15\u5148\u306e\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 Textract \u306e\u6587\u66f8\u5206\u6790\u3092\u958b\u304d\u3001\u8868\u306e\u8aad\u307f\u53d6\u308a\u3092\u6709\u52b9\u306b\u3057\u3066\u8aad\u307f\u53d6\u308b\n3. \u8aad\u307f\u53d6\u3063\u305f\u8868\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u51fa\u3057\u3001\u5f53\u6642\u306e\u6d88\u8fbc\u306e\u8a18\u9332\u3068\u4e26\u3079\u308b\n4. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3068\u533a\u5206\u306e\u8868\u3092\u8cbc\u308a\u3001\u533a\u5206\u3092\u4ed8\u3051\u3055\u305b\u308b\n5. \u4ed8\u3051\u305f\u533a\u5206\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u305f\u5dee\u984d\u306e\u6271\u3044\u3068\u6bd4\u3079\u308b\n\n**\u533a\u5206\u304c\u540c\u3058\u3067\u6271\u3044\u304c\u9055\u3046\u306a\u3089\u3001\u305d\u308c\u306f\u53d6\u308a\u6c7a\u3081\u306e\u554f\u984c\u3067\u3001AI\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8868\u304c\u5d29\u308c\u305a\u306b\u8aad\u3081\u3001\u533a\u5206\u3082\u5f53\u6642\u306e\u6271\u3044\u3068\u5408\u3063\u305f | **\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u6b27\u5dde\u306e\u66f8\u304d\u65b9\u306e\u91d1\u984d\u3084\u5408\u8a08\u306e\u884c\u3067\u6570\u5b57\u304c\u305a\u308c\u305f | \u524d\u51e6\u7406\u306e\u8a2d\u5b9a\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| AI\u304c\u7406\u7531\u306e\u7121\u3044\u5dee\u3057\u5f15\u304d\u306b\u7406\u7531\u3092\u88dc\u3063\u305f | \u6307\u793a\u306e\u7e1b\u308a\u3067\u76f4\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u9001\u91d1\u660e\u7d30\u3092\u8aad\u307f\u53d6\u308a\u3001\u533a\u5206\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u4ed8\u3051\u308b \uff0f \u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3092\u5199\u3059\u624b\u4f5c\u696d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u884c\u306e\u7d44\u307f\u7acb\u3066\u30fb\u533a\u5206\u30fb\u5230\u7740\u306e\u8a18\u9332\u3068\u58f2\u639b\u91d1\u306e\u660e\u7d30\u3068\u306e\u7167\u5408\u30fb\u5dee\u984d\u306e\u5206\u89e3\u307e\u3067\u51fa\u3059 \uff0f \u6d88\u8fbc\u306e\u5019\u88dc\u3068\u78ba\u8a8d\u4e8b\u9805\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u9023\u643a\u3057\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u6d88\u8fbc\u3092\u767b\u9332\u3057\u3001\u5dee\u984d\u306e\u8acb\u6c42\u3057\u76f4\u3057\u306e\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308b \uff0f \u6d88\u8fbc\u306e\u767b\u9332\u3068\u3001\u5dee\u984d\u306e\u9023\u7d61\u306e\u6e96\u5099","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef615\u5206\u304c4\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5199\u3059\u4f5c\u696d\u3068\u5dee\u306e\u8a08\u7b97\u306f\u7121\u304f\u306a\u308a\u3001**\u4eba\u306f\u7167\u5408\u3067\u304d\u306a\u3044\u884c\u3068\u7406\u7531\u306e\u4ed8\u304b\u306a\u3044\u5dee\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u6d88\u8fbc\u306e\u5165\u529b\u306e\u4ef6\u6570\u304c\u591a\u3044\u4f1a\u793e\u3067\u691c\u8a0e\u3057\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u305d\u306e\u524d\u306b\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u5dee\u984d\u306e\u4e0a\u9650\u3092\u534a\u5e74\u56de\u3057\u3066\u56fa\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5408\u8a08\u306e\u884c\u3092\u8acb\u6c42\u66f8\u306e\u884c\u3068\u3057\u3066\u6570\u3048\u308b | TABLE_SUMMARY \u306e\u5370\u3068\u3001\u884c\u306e\u5408\u8a08\u3068\u9001\u91d1\u660e\u7d30\u306e\u5408\u8a08\u306e\u4e00\u81f4\u3067\u78ba\u304b\u3081\u308b |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u304b\u3089\u53d6\u308c\u306a\u3044 | \u554f\u3044\u5408\u308f\u305b\u306b `Pages: [\"*\"]` \u3092\u4ed8\u3051\u308b |\n| \u6b27\u5dde\u306e\u66f8\u304d\u65b9\u306e\u91d1\u984d\u3092\u53d6\u308a\u9055\u3048\u308b | \u53d6\u5f15\u5148\u3054\u3068\u306b\u5c0f\u6570\u70b9\u306e\u66f8\u304d\u65b9\u3092\u8a2d\u5b9a\u3057\u3001\u5408\u8a08\u306e\u4e00\u81f4\u3067\u78ba\u304b\u3081\u308b |\n| \u8acb\u6c42\u66f8\u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u3067\u7167\u5408\u3067\u304d\u306a\u3044 | \u6b63\u898f\u5316\u3057\u305f\u5f62\u3068\u5143\u306e\u6587\u5b57\u5217\u306e\u4e21\u65b9\u3067\u7167\u5408\u3059\u308b |\n| AI\u304c\u7406\u7531\u306e\u7121\u3044\u5dee\u3057\u5f15\u304d\u306b\u7406\u7531\u3092\u88dc\u3046 | \u300cDeduction \u3060\u3051\u306e\u884c\u306f unclear\u300d\u3068\u4f8b\u3092\u793a\u3057\u3066\u7e1b\u308b |\n| \u53d6\u5f15\u5148\u304c\u5dee\u3057\u5f15\u3044\u305f\u624b\u6570\u6599\u306e\u4e0a\u306b\u3001\u9014\u4e2d\u306e\u9280\u884c\u304c\u3055\u3089\u306b\u5dee\u3057\u5f15\u304f | `double_charge` \u3067\u62fe\u3044\u3001\u53d6\u308a\u6c7a\u3081\u3068\u7167\u3089\u3057\u3066\u4eba\u304c\u6c7a\u3081\u308b |\n| \u9001\u91d1\u660e\u7d30\u304c\u5148\u306b\u5c4a\u304d\u3001\u5165\u91d1\u304c\u307e\u3060\u7121\u3044 | \u300c\u5165\u91d1\u5f85\u3061\u300d\u3068\u3057\u3066\u4fdd\u7559\u3057\u3001\u5230\u7740\u306e\u8a18\u9332\u304c\u6765\u305f\u65e5\u306b\u7167\u5408\u3092\u3084\u308a\u76f4\u3059 |\n\n**6\u884c\u76ee\u306f\u3001AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u533a\u5206\u306e\u554f\u984c\u3067\u3059\u3002** \u53d6\u5f15\u9280\u884c\u306e\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u8a18\u9332\u306e\u30c7\u30fc\u30bf\u306b\u306f\u3001**\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u533a\u5206\uff08OUR\uff0fSHA\uff0fBEN\uff09\u306e\u9805\u76ee**\u304c\u3042\u308a\u307e\u3059\u3002\u4e09\u83f1UFJ\u9280\u884c\u306e\u5916\u70ba\u306e\u624b\u6570\u6599\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u9001\u91d1\u9280\u884c\u306e\u6307\u793a\u3067\u624b\u6570\u6599\u304c\u53d7\u53d6\u4eba\u306e\u8ca0\u62c5\u3068\u306a\u308b\u5834\u5408\u3084\u3001\u8ca0\u62c5\u306e\u6307\u793a\u304c\u7121\u3044\u5834\u5408\u306b\u3001\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u624b\u6570\u6599\u304c\u304b\u304b\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3086\u3046\u3061\u3087\u9280\u884c\u306e\u6848\u5185\u3067\u3082\u3001**\u4ef2\u4ecb\u306e\u624b\u6570\u6599\u306f\u53d7\u53d6\u4eba\u306e\u8ca0\u62c5\u3067\u9001\u91d1\u306e\u91d1\u984d\u304b\u3089\u5dee\u3057\u5f15\u304b\u308c\u308b\u6271\u3044\u3060\u3051**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u533a\u5206\u3068\u53d6\u5f15\u5148\u306e\u53d6\u308a\u6c7a\u3081\u3092\u4e26\u3079\u3066\u898b\u308c\u3070\u3001\u5dee\u984d\u304c\u53d6\u308a\u6c7a\u3081\u3069\u304a\u308a\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u305f\u3060\u3057\u3001\u5b9f\u969b\u306b\u5dee\u3057\u5f15\u304b\u308c\u308b\u984d\u306f\u7d4c\u7531\u3057\u305f\u9280\u884c\u306b\u3088\u3063\u3066\u9055\u3046\u306e\u3067\u3001\u91d1\u984d\u3092\u898f\u5247\u3067\u6c7a\u3081\u3064\u3051\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u5148\u306e\u540d\u524d\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3068\u91d1\u984d\u3001\u5024\u5f15\u304d\u3084\u30af\u30ec\u30fc\u30e0\u306e\u5185\u5bb9\u3001\u9001\u91d1\u306e\u4f9d\u983c\u4eba\u3068\u53e3\u5ea7\u306b\u95a2\u308f\u308b\u60c5\u5831\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3059\u3002**\u500b\u4eba\u60c5\u5831\u306f\u5c11\u306a\u3044\u3082\u306e\u306e\u3001\u53d6\u5f15\u306e\u6761\u4ef6\u3068\u5165\u91d1\u306e\u8a18\u9332\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u533a\u5206\u306b\u306f\u3001\u5dee\u3057\u5f15\u304d\u306e\u884c\u306e\u6587\u3068\u8868\u306e\u5916\u306e\u6ce8\u8a18\u3068\u533a\u5206\u306e\u8868\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002**\u5165\u91d1\u984d\u3001\u53e3\u5ea7\u306e\u60c5\u5831\u3001\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\u306e\u6a29\u9650\u3092\u7d5e\u308b** \u2026 S3 \u306e\u30d5\u30a9\u30eb\u30c0\u306f\u8ca1\u52d9\u90e8\u3068\u51e6\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u304c\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u3001**\u7d50\u679c\u306f KMSKeyId \u3092\u6307\u5b9a\u3057\u305f\u6697\u53f7\u5316\u3067\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u6d88\u8fbc\u306e\u5019\u88dc\u3092\u305d\u306e\u307e\u307e\u5165\u529b\u3057\u306a\u3044** \u2026 \u8ca1\u52d9\u62c5\u5f53\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306b\u5165\u529b\u3057\u307e\u3059\n4. **\u53d6\u5f15\u5148\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u5dee\u984d\u306e\u8acb\u6c42\u3057\u76f4\u3057\u3084\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u55b6\u696d\u3068\u8ca1\u52d9\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059\n5. **\u533a\u5206\u3092\u8ca0\u62c5\u306e\u5224\u65ad\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044** \u2026 \u533a\u5206\u306f\u9001\u91d1\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u7406\u7531\u306e\u6574\u7406\u3067\u3001**\u8ab0\u304c\u5dee\u984d\u3092\u8ca0\u62c5\u3059\u308b\u304b\u306f\u53d6\u308a\u6c7a\u3081\u3068\u5224\u65ad\u3067\u6c7a\u307e\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u53d6\u5f15\u5148\u304c\u4e0d\u5f53\u306b\u5dee\u3057\u5f15\u3044\u305f\u5206\u3092\u624b\u6570\u6599\u3068\u3057\u3066\u8cbb\u7528\u306b\u843d\u3068\u3059\u3053\u3068\u3068\u3001\u53d6\u308a\u6c7a\u3081\u3069\u304a\u308a\u306e\u624b\u6570\u6599\u3092\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3057\u3066\u95a2\u4fc2\u3092\u640d\u306d\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u533a\u5206\u304b\u7167\u5408\u306e\u898f\u5247\u306e\u8aa4\u308a\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001\u533a\u5206\u306f\u6839\u62e0\u306e\u6587\u3092\u6b8b\u3057\u3001\u6271\u3044\u306f\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u304b\u3089\u9078\u3076\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u8f38\u51fa\u306e\u4ee3\u91d1\u3092\u7c73\u30c9\u30eb\u30fb\u30e6\u30fc\u30ed\u306a\u3069\u306e\u5916\u8ca8\u3067\u53d7\u3051\u53d6\u308a\u3001\u6d77\u5916\u306e\u53d6\u5f15\u5148\u304b\u3089\u82f1\u6587\u306e\u9001\u91d1\u660e\u7d30\u304c\u30e1\u30fc\u30eb\u306ePDF\u3067\u6708\u306b\u6570\u767e\u4ef6\u5c4a\u304f\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u306e\u8ca1\u52d9\u90e8\u30fb\u7d4c\u7406\u90e8\u30021\u56de\u306e\u9001\u91d1\u3067\u8907\u6570\u306e\u8acb\u6c42\u66f8\u304c\u307e\u3068\u3081\u3066\u6255\u308f\u308c\u3001\u5024\u5f15\u304d\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u30ce\u30fc\u30c8\u306e\u76f8\u6bba\u30fb\u9280\u884c\u624b\u6570\u6599\u306e\u5dee\u3057\u5f15\u304d\u3067\u5165\u91d1\u984d\u304c\u8acb\u6c42\u984d\u3068\u5408\u308f\u305a\u3001\u8ca1\u52d9\u62c5\u5f53\u304c\u9001\u91d1\u660e\u7d30\u3068\u9280\u884c\u306e\u5230\u7740\u306e\u8a18\u9332\u3068\u58f2\u639b\u91d1\u306e\u660e\u7d30\u3092\u4e26\u3079\u3066\u624b\u3067\u6d88\u3057\u8fbc\u3093\u3067\u3044\u308b\u5834\u5408\u3002\u5dee\u984d\u3092\u3069\u3053\u307e\u3067\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u306e\u5224\u65ad\u304c\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u9055\u3046\u5834\u5408\u3002","not_recommended_for":"\u6d77\u5916\u304b\u3089\u306e\u5165\u91d1\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u76ee\u3067\u6d88\u3057\u8fbc\u3093\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u53d6\u5f15\u5148\u304c\u9001\u91d1\u660e\u7d30\u3092\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\uff08\u9280\u884c\u3084\u6c7a\u6e08\u306e\u4ed5\u7d44\u307f\u306e\u96fb\u5b50\u306e\u660e\u7d30\uff09\u3067\u9001\u3063\u3066\u304d\u3066\u3001\u8aad\u307f\u53d6\u308a\u304c\u8981\u3089\u306a\u3044\u5834\u5408\u3002\u9001\u91d1\u660e\u7d30\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u3060\u3051\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3046\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3053\u306e6\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u5dee\u984d\u3092\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3001\u624b\u6570\u6599\u3068\u3057\u3066\u8cbb\u7528\u306b\u843d\u3068\u3059\u304b\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306b\u5145\u3066\u308b\u304b\u306e\u5224\u65ad\u306f\u8ca1\u52d9\u62c5\u5f53\u3068\u55b6\u696d\u304c\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u6d88\u8fbc\u306e\u5019\u88dc\u3068\u5dee\u984d\u306e\u7406\u7531\u306e\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u53d6\u5f15\u5148\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u6574\u3048\u308b**\n\n\u55b6\u696d\u3068\u4e00\u7dd2\u306b\u3001\u5165\u91d1\u306e\u4ef6\u6570\u306e\u591a\u3044\u53d6\u5f15\u5148\u304b\u3089\u3001**\u9001\u91d1\u306e\u624b\u6570\u6599\u306e\u53d6\u308a\u6c7a\u3081\u3068\u3001\u5dee\u984d\u3092\u8cbb\u7528\u306b\u843d\u3068\u3057\u3066\u3088\u3044\u4e0a\u9650**\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8aad\u307f\u53d6\u308a\u3092\u8a66\u3059**\n\n\u53d6\u5f15\u5148\u306e\u9055\u304620\u4ef6\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5f53\u6642\u306e\u6d88\u8fbc\u306e\u8a18\u9332\u3068\u4e26\u3079\u307e\u3059\u3002**\u5408\u8a08\u306e\u884c\u3001\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u3001\u6b27\u5dde\u306e\u66f8\u304d\u65b9\u306e\u91d1\u984d\u3067\u6570\u5b57\u304c\u305a\u308c\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u533a\u5206\u3092\u5f53\u6642\u306e\u6271\u3044\u3068\u6bd4\u3079\u308b**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306720\u4ef6\u306e\u5dee\u3057\u5f15\u304d\u306e\u884c\u3092\u533a\u5206\u306b\u5206\u3051\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u6271\u3044\u3068\u6bd4\u3079\u307e\u3059\u3002**\u7406\u7531\u306e\u7121\u3044\u5dee\u3057\u5f15\u304d\u306b\u7406\u7531\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u3001\u6307\u793a\u3092\u76f4\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u4fdd\u5b58\u304b\u3089\u7167\u5408\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u884c\u3092\u7d44\u307f\u7acb\u3066\u3001\u533a\u5206\u3092\u4ed8\u3051\u3001\u5230\u7740\u306e\u8a18\u9332\u3068\u58f2\u639b\u91d1\u306e\u660e\u7d30\u3068\u7167\u3089\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u7167\u5408\u306f\u3001\u4ef6\u6570\u306e\u591a\u3044\u53d6\u5f15\u5148\u306e\u66f8\u5f0f1\u3064\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u7167\u5408\u306e\u898f\u5247\u3092\u5897\u3084\u3057\u3001`checks` \u3068 `unclear` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u3001\u8ca9\u58f2\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306e\u767b\u9332\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002**\u8ca1\u52d9\u62c5\u5f53\u304c\u66ff\u308f\u3063\u3066\u3082\u540c\u3058\u6271\u3044\u3067\u5dee\u984d\u3092\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0454","UC-0530","UC-1434","UC-1020"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u975e\u540c\u671f\u3067PDF\u306f3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3001\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u4ef6\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-15 |\n| StartDocumentAnalysis \u306e FeatureTypes \u306b TABLES\u30fbFORMS\u30fbQUERIES\u30fbSIGNATURES\u30fbLAYOUT \u304c\u3042\u308b\u3053\u3068\u3002\u6587\u66f8\u3092 S3 \u306b\u7f6e\u304f\u3053\u3068\u3002\u5b8c\u4e86\u306e\u72b6\u614b\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002ClientRequestToken \u3067\u540c\u3058\u30b8\u30e7\u30d6\u306e\u4e8c\u91cd\u306e\u958b\u59cb\u3092\u9632\u3052\u308b\u3053\u3068\u3002JobTag \u304c\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002KMSKeyId \u3067\u7d50\u679c\u3092\u6697\u53f7\u5316\u3067\u304d\u308b\u3053\u3068\u3002JobId \u304c7\u65e5\u9593\u3060\u3051\u6709\u52b9\u3067\u3042\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-15 |\n| GetDocumentAnalysis \u304c\u8868\u3092 TABLE \u3068 CELL\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3092 KEY_VALUE_SET\u3001\u554f\u3044\u5408\u308f\u305b\u3092 QUERY \u3068 QUERY_RESULT\u3001\u884c\u3068\u5358\u8a9e\u3092 LINE \u3068 WORD \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u3059\u3053\u3068\u30021\u56de\u3067\u8fd4\u3059\u306e\u306f\u6700\u59271,000\u4ef6\u3067\u3001NextToken \u3067\u30da\u30fc\u30b8\u3092\u9001\u308b\u3053\u3068 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-15 |\n| \u554f\u3044\u5408\u308f\u305b\u306e Pages \u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u3002`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [AWS: Query](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-15 |\n| \u8868\u306e\u30bb\u30eb\u306b\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u4ed8\u304f\u3053\u3068\u3002\u30bb\u30eb\u306b COLUMN_HEADER\u30fbTABLE_TITLE\u30fbTABLE_FOOTER\u30fbTABLE_SECTION_TITLE\u30fbTABLE_SUMMARY \u306e\u5370\u304c\u4ed8\u304f\u3053\u3068 | [AWS: Tables\uff08Amazon Textract\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-15 |\n| `output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b\u3053\u3068\u3002\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002\u6570\u5024\u306e minimum\uff0fmaximum \u306a\u3069\u306e\u5236\u7d04\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-15 |\n| \u9001\u91d1\u9280\u884c\u306e\u6307\u793a\u3067\u624b\u6570\u6599\u304c\u53d7\u53d6\u4eba\u306e\u8ca0\u62c5\u3068\u306a\u308b\u5834\u5408\u3084\u3001\u8ca0\u62c5\u306e\u6307\u793a\u304c\u7121\u3044\u5834\u5408\u306b\u3001\u88ab\u4ed5\u5411\u9001\u91d1\u306e\u624b\u6570\u6599\u304c\u304b\u304b\u308b\u3053\u3068 | [\u4e09\u83f1UFJ\u9280\u884c: \u5916\u70ba\u624b\u6570\u6599](https:\/\/www.bk.mufg.jp\/tesuuryou\/gaitame.html) | 2026-10-15 |\n| \u6d77\u5916\u3078\u306e\u9001\u91d1\u3067\u3001\u4ef2\u4ecb\u306e\u624b\u6570\u6599\u3092\u9001\u91d1\u4eba\u306e\u8ca0\u62c5\u306b\u306f\u3067\u304d\u305a\u3001\u53d7\u53d6\u4eba\u306e\u8ca0\u62c5\uff08\u9001\u91d1\u306e\u91d1\u984d\u304b\u3089\u5dee\u3057\u5f15\u304f\uff09\u306e\u6271\u3044\u3060\u3051\u3067\u3042\u308b\u3053\u3068 | [\u3086\u3046\u3061\u3087\u9280\u884c: \u3088\u304f\u3042\u308b\u3054\u8cea\u554f No.1028](https:\/\/faq.jp-bank.japanpost.jp\/faq_detail.html?id=1028) | 2026-10-15 |\n| \u88ab\u4ed5\u5411\u9001\u91d1\u306e\u5230\u7740\u306e\u6848\u5185\u306e\u30c7\u30fc\u30bf\u306b\u3001\u624b\u6570\u6599\u306e\u8ca0\u62c5\u306e\u533a\u5206\uff08OUR\uff0fSHA\uff0fBEN\uff09\u306e\u9805\u76ee\u304c\u3042\u308b\u3053\u3068 | [\u4e09\u83f1UFJ\u9280\u884c: \u88ab\u4ed5\u5411\u9001\u91d1\u5230\u7740\u6848\u5185 \u5168\u9280\u30d5\u30a9\u30fc\u30de\u30c3\u30c8](https:\/\/bizstation.bk.mufg.jp\/info\/gappei\/format\/format_hisimuke_touchaku_zengin.pdf) | 2026-10-15 |\n\n**\u5dee\u984d\u3092\u53d6\u5f15\u5148\u306b\u8acb\u6c42\u3057\u76f4\u3059\u304b\u3001\u624b\u6570\u6599\u3068\u3057\u3066\u8cbb\u7528\u306b\u843d\u3068\u3059\u304b\u3001\u3069\u306e\u8acb\u6c42\u66f8\u306b\u5145\u3066\u308b\u304b\u306f\u3001\u53d6\u5f15\u5148\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u3082\u3068\u3065\u3044\u3066\u8ca1\u52d9\u62c5\u5f53\u3068\u55b6\u696d\u304c\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u88fd\u54c1\u306e\u4ed5\u69d8\u3068\u8cc7\u6599\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u624b\u6570\u6599\u306e\u984d\u3068\u6271\u3044\u306f\u53d6\u5f15\u9280\u884c\u3068\u7d4c\u7531\u3059\u308b\u9280\u884c\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[28,18],"uc_department":[41,42],"uc_task":[56,60],"uc_issue":[67,76,72],"uc_effect":[83,86,78],"uc_ai_function":[93],"class_list":["post-15601","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-trading","uc_industry-manufacturing","uc_department-accounting","uc_department-finance-dept","uc_task-data-entry","uc_task-review-check","uc_issue-too-much-entry","uc_issue-slow-decision","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-decision-support","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15601\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=15601"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=15601"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=15601"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=15601"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=15601"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=15601"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=15601"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=15601"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=15601"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=15601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}