{"id":14630,"date":"2026-10-07T12:55:44","date_gmt":"2026-10-07T03:55:44","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-expat-payslip\/"},"modified":"2026-10-07T12:55:44","modified_gmt":"2026-10-07T03:55:44","slug":"en-expat-payslip","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-expat-payslip\/","title":{"rendered":"\u6d77\u5916\u306e\u73fe\u5730\u6cd5\u4eba\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30\u3092\u8aad\u307f\u53d6\u308a\u3001\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u3066\u3001\u898f\u7a0b\u306e\u624b\u5f53\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u73fe\u5730\u6cd5\u4eba\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30\uff08Payslip\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u652f\u7d66\u984d\u30fb\u63a7\u9664\u30fb\u73fe\u5730\u306e\u7a0e\u984d\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u305d\u308d\u3048\u3066\u3001\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3067\u6c7a\u3081\u305f\u624b\u5f53\u306e\u984d\u3068\u3001\u73fe\u5730\u3067\u5b9f\u969b\u306b\u652f\u7d66\u3055\u308c\u305f\u984d\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0710","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304c\u3001\u660e\u7d30\u306ePDF\u3092 Amazon S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u7f6e\u3044\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3067\u53d7\u3051\u53d6\u308b\u904b\u7528\u3092\u3084\u3081\u3001\u56fd\u3054\u3068\u306b `incoming\/US\/`\u3001`incoming\/UK\/` \u306e\u3088\u3046\u306a\u53d7\u4ed8\u306e\u5834\u6240\u3092\u5206\u3051\u307e\u3059\u3002S3 \u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u4f5c\u3089\u308c\u305f\u3068\u304d\u306b Lambda \u3092\u547c\u3073\u51fa\u305b\u307e\u3059\u3002\n\n**\u3053\u3053\u3067\u6c17\u3092\u4ed8\u3051\u308b\u306e\u306f\u3001\u540c\u3058\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u66f8\u304d\u623b\u3057\u3067\u3059\u3002** AWS \u306e\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u95a2\u6570\u3092\u8d77\u52d5\u3057\u305f\u30d0\u30b1\u30c3\u30c8\u306b\u95a2\u6570\u304c\u66f8\u304d\u8fbc\u3080\u3068\u3001\u95a2\u6570\u304c\u81ea\u5206\u81ea\u8eab\u3092\u547c\u3073\u51fa\u3059\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u3046\u308b\u3068\u3055\u308c\u3001**\u30d0\u30b1\u30c3\u30c8\u30922\u3064\u306b\u5206\u3051\u308b\u304b\u3001\u53d7\u4ed8\u7528\u306e\u63a5\u982d\u8f9e\u306b\u3060\u3051\u8d77\u52d5\u3092\u9650\u308b**\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u8d77\u52d5\u3092 `incoming\/` \u306b\u9650\u308a\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306f `results\/` \u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u305f\u3060\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306b\u7167\u5408\u306f\u3057\u307e\u305b\u3093\u3002** \u73fe\u5730\u6cd5\u4eba\u306b\u3088\u3063\u3066\u306f\u3001\u6708\u306e\u9014\u4e2d\u306b\u8ffd\u52a0\u306e\u652f\u7d66\uff08\u8cde\u4e0e\u3001\u7cbe\u7b97\uff09\u306e\u660e\u7d30\u3092\u5f8c\u304b\u3089\u9001\u3063\u3066\u304d\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306f\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u304f\u305f\u3073\u306b\u884c\u3044\u3001\u7167\u5408\u3068\u53f0\u5e33\u306e\u6848\u3065\u304f\u308a\u306f\u6bce\u6708\u306e\u7de0\u3081\u65e5\u306e2\u55b6\u696d\u65e5\u524d\u306b\u3001\u305d\u306e\u6708\u306b\u5c4a\u3044\u305f\u5206\u3092\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u3002** \u9694\u9031\u6255\u3044\u306e2\u679a\u306e\u660e\u7d30\u3092\u30011\u304b\u6708\u5206\u3068\u3057\u3066\u4e26\u3079\u3066\u898b\u308b\u305f\u3081\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7d66\u4e0e\u660e\u7d30 | \u652f\u7d66\u30fb\u63a7\u9664\u30fb\u5dee\u5f15\u306e\u652f\u7d66\u984d\u3001\u652f\u6255\u65e5\u3001\u652f\u7d66\u306e\u671f\u9593\u3001\u901a\u8ca8\u3001\u793e\u54e1\u756a\u53f7\uff08\u73fe\u5730\uff09 | S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240 |\n| \u8d74\u4efb\u8005\u306e\u60c5\u5831 | \u672c\u793e\u306e\u793e\u54e1\u756a\u53f7\u3068\u73fe\u5730\u306e\u793e\u54e1\u756a\u53f7\u306e\u5bfe\u5fdc\u3001\u8d74\u4efb\u56fd\u3001\u8d74\u4efb\u65e5\u30fb\u5e30\u4efb\u65e5\u3001\u5bb6\u65cf\u306e\u5e2f\u540c\u306e\u6709\u7121\u3068\u958b\u59cb\u65e5 | \u8d74\u4efb\u8005\u306e\u540d\u7c3f |\n| \u898f\u7a0b\u306e\u624b\u5f53\u306e\u8868 | \u56fd\u3054\u3068\u306e\u624b\u5f53\u306e\u7a2e\u985e\u3068\u984d\uff08\u307e\u305f\u306f\u8a08\u7b97\u306e\u3057\u304b\u305f\uff09\u3001\u652f\u6255\u304c\u73fe\u5730\u304b\u65e5\u672c\u304b | \u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3068\u56fd\u5225\u306e\u624b\u5f53\u306e\u8868 |\n| \u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868 | \u73fe\u5730\u306e\u9805\u76ee\u540d\u3068\u672c\u793e\u306e\u8cbb\u76ee\u306e\u5bfe\u5fdc\uff08\u56fd\u30fb\u59d4\u8a17\u5148\u3054\u3068\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3057\u3001\u78ba\u5b9a\u306e\u305f\u3073\u306b\u80b2\u3066\u308b |\n| \u524d\u6708\u306e\u53f0\u5e33 | \u8d74\u4efb\u8005\u3054\u3068\u306e\u524d\u6708\u306e\u8cbb\u76ee\u3068\u984d | \u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33 |\n| \u70ba\u66ff\u30ec\u30fc\u30c8 | \u6708\u3054\u3068\u306e\u63db\u7b97\u306b\u4f7f\u3046\u30ec\u30fc\u30c8 | \u81ea\u793e\u3067\u6c7a\u3081\u305f\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u300cAccommodation\u300d\u304c\u4f4f\u5b85\u306e\u624b\u5f53\u3067\u3042\u308b\u3001\u3068\u3044\u3046\u5bfe\u5fdc\u3092\u4e00\u5ea6\u78ba\u5b9a\u3057\u305f\u3089\u8868\u306b\u6b8b\u3057\u3001**\u7fcc\u6708\u304b\u3089\u306f\u8868\u3067\u5f53\u305f\u308b\u884c\u306fAI\u306b\u805e\u304b\u305a\u306b\u5f53\u3066\u306f\u3081\u307e\u3059\u3002** AI\u306b\u5f53\u3066\u306f\u3081\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u306b\u7121\u3044\u65b0\u3057\u3044\u9805\u76ee\u540d\u3060\u3051\u3067\u3059\u3002\n\n**\u8d74\u4efb\u8005\u306e\u60c5\u5831\u306e\u300c\u5bb6\u65cf\u306e\u5e2f\u540c\u306e\u958b\u59cb\u65e5\u300d\u3068\u300c\u5e30\u4efb\u65e5\u300d\u306f\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3092\u62fe\u3046\u6750\u6599\u3067\u3059\u3002** \u624b\u5f53\u306e\u4ed8\u304f\u6761\u4ef6\u304c\u5909\u308f\u308b\u65e5\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u652f\u7d66\u6f0f\u308c\u3082\u3001\u5e30\u4efb\u5f8c\u306e\u652f\u7d66\u3082\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002","data_source":"**Lambda \u304b\u3089 `StartDocumentAnalysis` \u3092\u547c\u3073\u3001`FeatureTypes` \u306b `TABLES`\u3001`FORMS`\u3001`QUERIES` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u5b8c\u4e86\u306e\u901a\u77e5\u5148\uff08`NotificationChannel`\uff09\u306b SNS \u306e\u30c8\u30d4\u30c3\u30af\u3092\u6307\u5b9a\u3057\u3001\u901a\u77e5\u3092\u53d7\u3051\u305f\u5225\u306e Lambda \u304c `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u652f\u7d66\u30fb\u63a7\u9664\u306e\u8868 | `TABLE`\uff0f`CELL` \u306e\u30d6\u30ed\u30c3\u30af\uff08\u5217\u306e\u898b\u51fa\u3057\u3001\u5408\u8a08\u306e\u884c\u306e\u5370\u4ed8\u304d\uff09 | \u660e\u7d30\u306e\u884c\u3068\u984d |\n| \u793e\u54e1\u756a\u53f7\u3001\u652f\u6255\u65e5\u3001\u671f\u9593\u306a\u3069\u306e\u30ad\u30fc\u3068\u5024 | `KEY_VALUE_SET` \u306e\u30d6\u30ed\u30c3\u30af | \u660e\u7d30\u306e\u898b\u51fa\u3057\u306e\u9805\u76ee |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048 | `QUERY`\uff0f`QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af | \u652f\u6255\u65e5\u3001\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u3001\u901a\u8ca8\u3001\u5dee\u5f15\u306e\u652f\u7d66\u984d |\n| \u5404\u30d6\u30ed\u30c3\u30af\u306e\u4fe1\u983c\u5ea6 | `Confidence` | \u300c\u8aad\u3081\u306a\u304b\u3063\u305f\u300d\u306e\u5224\u5b9a |\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8868\u3068\u30ad\u30fc\u3068\u5024\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306e\u4fdd\u967a\u306b\u3057\u307e\u3059\u3002** \u6295\u3052\u308b\u306e\u306f\u6b21\u306e\u3088\u3046\u306a\u82f1\u6587\u3067\u3059\u3002\u5225\u540d\uff08Alias\uff09\u3092\u4ed8\u3051\u3066\u304a\u304f\u3068\u3001\u7b54\u3048\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002\n\n| \u5225\u540d | \u554f\u3044\u5408\u308f\u305b |\n|:--|:--|\n| `PAY_DATE` | What is the pay date? |\n| `PERIOD_START` | What is the pay period start date? |\n| `PERIOD_END` | What is the pay period end date? |\n| `NET_PAY` | What is the net pay amount? |\n| `CURRENCY` | What currency are the amounts in? |\n\n**\u540c\u3058\u624b\u9806\u3092\u4f55\u5ea6\u3082\u547c\u3070\u306a\u3044\u305f\u3081\u306b\u3001`ClientRequestToken` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u540c\u3058\u51e6\u7406\u3092\u547c\u3076\u3068\u3001\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u51e6\u7406\u306f\u3084\u308a\u76f4\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Lambda \u304c\u518d\u8a66\u884c\u3055\u308c\u3066\u3082\u3001\u540c\u3058\u660e\u7d30\u3092\u4e8c\u91cd\u306b\u8aad\u307f\u307e\u305b\u3093\u3002\n\n**\u7d50\u679c\u306f\u65e2\u5b9a\u3067\u306f7\u65e5\u9593\u3057\u304b\u53d6\u308a\u51fa\u305b\u307e\u305b\u3093\u3002** \u53d6\u5f97\u3057\u305f\u3089\u3059\u3050\u306b S3 \u306e `results\/` \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3044\u305a\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u5bfe\u8c61\u5916\u3067\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u7d66\u4e0e\u660e\u7d30\u306b\u306f\u4fdd\u8b77\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u53d7\u4ed8\u306e\u5834\u6240\u306b\u7f6e\u304f\u524d\u306b\u73fe\u5730\u306e\u4eba\u4e8b\u304c\u4fdd\u8b77\u3092\u5916\u3059\u904b\u7528\u306b\u3057\u307e\u3059\uff08\u7b2c13\u7ae0\uff09\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u30021\u540d1\u301c2\u30da\u30fc\u30b8\u306e\u660e\u7d30\u306a\u3089\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\n4. **\u753b\u50cf\u306e\u5927\u304d\u3055** \u2026 \u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3067\u3059\u3002\u5199\u771f\u3067\u5c4a\u3044\u305f\u3082\u306e\u306f\u7e2e\u5c0f\u3057\u307e\u3059\n5. **\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u306f150dpi\u3092\u4e0b\u56de\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u8907\u6570\u306e\u8d74\u4efb\u8005\u304c\u307e\u3068\u307e\u3063\u305fPDF** \u2026 1\u30d5\u30a1\u30a4\u30eb\u306b\u4f55\u540d\u5206\u3082\u3042\u308b\u3082\u306e\u306f\u3001\u30da\u30fc\u30b8\u306e\u898b\u51fa\u3057\u306e\u793e\u54e1\u756a\u53f7\u3067\u5206\u3051\u307e\u3059\n\n**2\u756a\u76ee\u304c\u3044\u3061\u3070\u3093\u6b62\u307e\u308a\u3084\u3059\u3044\u3068\u3053\u308d\u3067\u3059\u3002** \u4fdd\u8b77\u3092\u5916\u3055\u305a\u306b\u7f6e\u304b\u308c\u305fPDF\u306f\u8aad\u307f\u53d6\u308a\u3067\u5931\u6557\u3057\u3001**\u305d\u306e\u8d74\u4efb\u8005\u306e\u884c\u3060\u3051\u304c\u53f0\u5e33\u306e\u6848\u304b\u3089\u629c\u3051\u307e\u3059\u3002** \u5931\u6557\u306f\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u300c\u672a\u8aad\u300d\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u3068\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8cbb\u76ee\u3078\u306e\u5f53\u3066\u306f\u3081 | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u3092\u3001\u672c\u793e\u306e\u8cbb\u76ee\uff08\u57fa\u672c\u7d66\u3001\u4f4f\u5b85\u624b\u5f53\u3001\u5bb6\u65cf\u624b\u5f53\u3001\u30cf\u30fc\u30c9\u30b7\u30c3\u30d7\u624b\u5f53\u3001\u6642\u9593\u5916\u3001\u8cde\u4e0e\u3001\u73fe\u5730\u306e\u6240\u5f97\u7a0e\u3001\u793e\u4f1a\u4fdd\u967a\u3001\u5e74\u91d1\u3001\u305d\u306e\u307b\u304b\u306e\u63a7\u9664\uff09\u306e\u3069\u308c\u304b\u306b\u5f53\u3066\u306f\u3081\u308b |\n| \u652f\u7d66\u3068\u63a7\u9664\u306e\u533a\u5225 | \u8868\u306e\u4f4d\u7f6e\u3068\u898b\u51fa\u3057\u304b\u3089\u3001\u884c\u304c\u652f\u7d66\u304b\u63a7\u9664\u304b\u3092\u6c7a\u3081\u308b |\n| \u671f\u9593\u306e\u8aad\u307f\u53d6\u308a | \u652f\u7d66\u306e\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u3001\u652f\u6255\u65e5\u3092\u5225\u3005\u306e\u9805\u76ee\u306b\u3059\u308b |\n| \u6839\u62e0\u306e\u6587\u5b57\u5217 | \u9805\u76ee\u3054\u3068\u306b\u3001\u660e\u7d30\u306e\u3069\u306e\u884c\u306e\u6587\u5b57\u5217\u304b\u3089\u53d6\u3063\u305f\u304b\u3092\u4ed8\u3051\u308b |\n| \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f\u5370\u304b\u3089\u3001\u73fe\u5730\u306e\u4eba\u4e8b\u5411\u3051\u306e\u82f1\u6587\u3092\u4f5c\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898f\u7a0b\u306e\u624b\u5f53\u984d\u3068\u306e\u6bd4\u8f03 | \u6c7a\u307e\u3063\u305f\u8a08\u7b97\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046 |\n| \u70ba\u66ff\u306e\u63db\u7b97 | \u81ea\u793e\u3067\u6c7a\u3081\u305f\u30ec\u30fc\u30c8\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u73fe\u5730\u306e\u7a0e\u984d\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u73fe\u5730\u306e\u7a0e\u52d9\u306e\u5c02\u9580\u5bb6\u306e\u9818\u5206 |\n| \u8aad\u3081\u306a\u3044\u984d\u306e\u63a8\u6e2c | \u5408\u8a08\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044 |\n| \u7167\u4f1a\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u73fe\u5730\u6cd5\u4eba\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u6c7a\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u63a7\u9664\u306e1\u884c\u304c\u8aad\u3081\u306a\u3044\u3068\u3001AI\u306f\u652f\u7d66\u306e\u5408\u8a08\u3068\u5dee\u5f15\u306e\u652f\u7d66\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u305d\u306e\u5024\u304c\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u984d\u3068\u3057\u3066\u53f0\u5e33\u306b\u8f09\u308b\u3068\u3001\u691c\u7b97\u304c\u5fc5\u305a\u5408\u3063\u3066\u3057\u307e\u3044\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u65e5\u672c\u306e\u672c\u793e\u306e\u6d77\u5916\u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6d77\u5916\u306e\u73fe\u5730\u6cd5\u4eba\u304c\u51fa\u3057\u305f\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\n\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u307e\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u672c\u793e\u306e\u8cbb\u76ee\u3011\n\u652f\u7d66\uff1abase_salary \/ housing_allowance \/ family_allowance \/\n      hardship_allowance \/ overtime \/ bonus \/ other_earning\n\u63a7\u9664\uff1alocal_income_tax \/ social_security \/ pension \/\n      other_deduction\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u5f53\u305f\u308b\u884c\u306f\u3001\u8868\u306e\u3068\u304a\u308a\u306b\u5f53\u3066\u306f\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u306f\u3001\u6700\u3082\u8fd1\u3044\u8cbb\u76ee\u3092\u9078\u3073\u3001mapping_source \u3092 \"ai\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u308c\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 other_earning \u304b other_deduction \u306b\u3057\u3001\n  \u7406\u7531\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300cAllowance\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u306e\u3088\u3046\u306b\u4f55\u306e\u624b\u5f53\u304b\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001\n  \u4ed6\u306e\u884c\u304b\u3089\u63a8\u6e2c\u305b\u305a status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u984d\u306f\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e amount_text \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u533a\u5207\u308a\u3084\u901a\u8ca8\u306e\u8a18\u53f7\u3092\u53d6\u308a\u9664\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c50\u672a\u6e80\u306e\u884c\u306f status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u3081\u306a\u3044\u984d\u3092\u3001\u5408\u8a08\u3084\u5dee\u5f15\u306e\u652f\u7d66\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u8a08\u7b97\u3001\u70ba\u66ff\u306e\u63db\u7b97\u3001\u898f\u7a0b\u306e\u984d\u3068\u306e\u6bd4\u8f03\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7a0e\u984d\u3084\u793e\u4f1a\u4fdd\u967a\u6599\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u884c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u660e\u7d30\u306e\u884c\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e evidence \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8d74\u4efb\u56fd\u3068\u59d4\u8a17\u5148\u3011{country} \/ {payroll_vendor}\n\u3010\u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\uff08\u3053\u306e\u56fd\u30fb\u59d4\u8a17\u5148\u306e\u5206\uff09\u3011{mapping_table}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u554f\u3044\u5408\u308f\u305b\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\uff09\u3011{textract_result}\n```\n\n**\u300cAllowance \u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u300d\u3092\u540d\u6307\u3057\u3067\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u305d\u3053\u304c\u6700\u3082\u8ff7\u3046\u884c\u3060\u304b\u3089\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001AI\u306f\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u4f4f\u5b85\u306e\u624b\u5f53\u3060\u308d\u3046\u3068\u63a8\u6e2c\u3057\u307e\u3059\u3002**\u63a8\u6e2c\u3067\u5f53\u3066\u306f\u3081\u305f\u8cbb\u76ee\u306f\u3001\u898f\u7a0b\u306e\u984d\u3068\u306e\u7167\u5408\u3067\u5076\u7136\u5408\u3046\u3053\u3068\u304c\u3042\u308a\u3001\u8aa4\u308a\u306b\u6c17\u3065\u3051\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u300c\u901a\u8ca8\u306e\u8a18\u53f7\u3092\u53d6\u308a\u9664\u304b\u306a\u3044\u300d\u3082\u610f\u56f3\u304c\u3042\u308a\u307e\u3059\u3002** \u540c\u3058\u660e\u7d30\u306b\u73fe\u5730\u306e\u901a\u8ca8\u3068\u7c73\u30c9\u30eb\u306e\u4e21\u65b9\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u8a18\u53f7\u3092\u843d\u3068\u3059\u3068\u3069\u3061\u3089\u306e\u984d\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u578b\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"employee_local_id\": \"US-00412\",\n  \"employee_hq_id\": \"\",\n  \"country\": \"US\",\n  \"pay_date\": \"2026-09-30\",\n  \"period_start\": \"2026-09-16\",\n  \"period_end\": \"2026-09-30\",\n  \"currency\": \"USD\",\n  \"lines\": [\n    { \"side\": \"earning\", \"local_label\": \"Housing Allowance\",\n      \"hq_item\": \"housing_allowance\", \"mapping_source\": \"table | ai\",\n      \"amount_text\": \"$3,200.00\", \"status\": \"ok | ambiguous | unreadable\",\n      \"confidence\": 96.4, \"evidence\": \"Housing Allowance 3,200.00\", \"note\": \"\" }\n  ],\n  \"totals\": { \"gross_text\": \"\", \"deductions_text\": \"\", \"net_text\": \"\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`mapping_source` \u3067\u78ba\u8a8d\u306e\u91cd\u307f\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `table` \u306f\u78ba\u5b9a\u6e08\u307f\u306e\u5bfe\u5fdc\u8868\u3067\u5f53\u305f\u3063\u305f\u884c\u3001`ai` \u306f\u4eca\u56deAI\u304c\u5f53\u3066\u306f\u3081\u305f\u884c\u3067\u3059\u3002**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f `ai` \u306e\u884c\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f `ai` \u306e\u884c\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u984d\u3092\u6587\u5b57\u5217\u3067\u53d7\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f**\u6570\u5024\u306e\u7bc4\u56f2\uff08`minimum`\u30fb`maximum`\uff09\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u984d\u306f\u6587\u5b57\u5217\u3067\u53d7\u3051\u3001**\u6570\u5024\u3078\u306e\u5909\u63db\u3068\u691c\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002**\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u5247\u3067\u4ed8\u3051\u308b\u5370\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u78ba\u8a8d | \u898f\u5247 | \u5370 |\n|:--|:--|:--|\n| \u691c\u7b97 | \u652f\u7d66\u306e\u5408\u8a08 \uff0d \u63a7\u9664\u306e\u5408\u8a08 \uff1d \u5dee\u5f15\u306e\u652f\u7d66\u984d | `sum_mismatch` |\n| \u898f\u7a0b\u306e\u624b\u5f53 | \u898f\u7a0b\u306e\u8868\u306e\u984d\uff08\u63db\u7b97\u5f8c\uff09\u3068\u652f\u7d66\u984d\u306e\u5dee\u304c\u8a31\u5bb9\u306e\u5e45\u3092\u8d85\u3048\u308b | `allowance_diff` |\n| \u652f\u7d66\u306e\u6761\u4ef6 | \u5e2f\u540c\u306e\u958b\u59cb\u5f8c\u306b\u5bb6\u65cf\u306e\u624b\u5f53\u304c\u7121\u3044\uff0f\u5e30\u4efb\u65e5\u306e\u5f8c\u306b\u624b\u5f53\u304c\u3042\u308b | `condition_gap` |\n| \u524d\u6708\u3068\u306e\u6bd4\u8f03 | \u8cbb\u76ee\u3054\u3068\u306b\u524d\u6708\u304b\u3089\u4e00\u5b9a\u306e\u5272\u5408\u3092\u8d85\u3048\u3066\u52d5\u3044\u305f | `month_change` |\n| \u671f\u9593 | \u9694\u9031\u6255\u3044\u306e2\u679a\u3067\u3001\u6708\u306e\u65e5\u6570\u304c\u8db3\u308a\u306a\u3044\uff0f\u91cd\u306a\u308b | `period_gap` |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u306e\u901a\u77e5 | \u660e\u7d30\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 Lambda \u3092\u8d77\u52d5\u3059\u308b |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8868\u3001\u30ad\u30fc\u3068\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u3092 Lambda \u306b\u77e5\u3089\u305b\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u8cbb\u76ee\u3078\u306e\u5f53\u3066\u306f\u3081\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u8d74\u4efb\u8005\u306e\u540d\u7c3f\u30fb\u898f\u7a0b\u306e\u8868 | \u8aad\u307f\u53d6\u308a | \u8d74\u4efb\u3068\u5e30\u4efb\u306e\u65e5\u3001\u5e2f\u540c\u3001\u624b\u5f53\u306e\u984d\u3092\u5f15\u304f |\n| \u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33 | \u6848\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u78ba\u5b9a\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n\n**\u53f0\u5e33\u306f\u300c\u6848\u300d\u306e\u884c\u3068\u3057\u3066\u66f8\u304d\u8fbc\u307f\u3001\u78ba\u5b9a\u306e\u5370\u306f\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f\u884c\u3060\u3051\u304c\u3001\u65e5\u672c\u6255\u3044\u306e\u5206\u306e\u8a08\u7b97\u3084\u7a0e\u91d1\u306e\u7cbe\u7b97\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\u56fd\u5185\u306e\u7d66\u4e0e\u8a08\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**","human_review":"1. **\u5370\u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u3092\u5148\u306b\u898b\u308b** \u2026 `allowance_diff` \u3068 `condition_gap` \u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u306f\u3001\u660e\u7d30\u306e\u753b\u50cf\u3068\u898f\u7a0b\u306e\u8868\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\n2. **`ai` \u306e\u884c\u3092\u78ba\u304b\u3081\u308b** \u2026 AI\u304c\u65b0\u3057\u304f\u5f53\u3066\u306f\u3081\u305f\u8cbb\u76ee\u304c\u6b63\u3057\u3044\u304b\u3092\u898b\u3066\u3001\u6b63\u3057\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059\n3. **`unreadable` \u3068 `ambiguous` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u753b\u50cf\u3067\u8aad\u3081\u308b\u306a\u3089\u62c5\u5f53\u8005\u304c\u5165\u308c\u3001\u8aad\u3081\u306a\u3051\u308c\u3070\u73fe\u5730\u306b\u7167\u4f1a\u3057\u307e\u3059\n4. **\u53f0\u5e33\u3092\u78ba\u5b9a\u3057\u3001\u7167\u4f1a\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u9001\u308a\u307e\u3059\n\n**1\u4ef6\u3042\u305f\u308a8\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002** \u5370\u306e\u7121\u3044\u8d74\u4efb\u8005\u306f\u6570\u5206\u3001\u5370\u306e\u3042\u308b\u8d74\u4efb\u8005\u306f\u898f\u7a0b\u306e\u8868\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u306e\u306710\u5206\u3092\u8d85\u3048\u307e\u3059\u3002**\u306a\u3089\u3057\u30668\u5206\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u8868\u304c\u80b2\u3064\u307b\u3069\u3001\u7fcc\u6708\u306e `ai` \u306e\u884c\u304c\u6e1b\u308a\u3001\u78ba\u8a8d\u304c\u8efd\u304f\u306a\u308a\u307e\u3059\u3002\n\n**`allowance_diff` \u304c\u4ed8\u3044\u3066\u3082\u3001\u3059\u3050\u306b\u8aa4\u308a\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u898f\u7a0b\u306e\u984d\u3092\u73fe\u5730\u306e\u901a\u8ca8\u3067\u6c7a\u3081\u3066\u3044\u308b\u56fd\u3068\u3001\u5186\u3067\u6c7a\u3081\u3066\u6bce\u6708\u63db\u7b97\u3057\u3066\u3044\u308b\u56fd\u3067\u306f\u3001\u70ba\u66ff\u306e\u52d5\u304d\u3060\u3051\u3067\u5dee\u304c\u51fa\u307e\u3059\u3002**\u8a31\u5bb9\u306e\u5e45\u306f\u56fd\u3054\u3068\u306b\u6c7a\u3081\u3001\u5e45\u306e\u4e2d\u306e\u5dee\u306f\u5370\u3092\u4ed8\u3051\u305a\u306b\u53f0\u5e33\u306e\u6ce8\u8a18\u306b\u6b8b\u3057\u307e\u3059\u3002** \u5e45\u3092\u72ed\u304f\u3057\u3059\u304e\u308b\u3068\u3001\u6bce\u6708\u307b\u307c\u5168\u54e1\u306b\u5370\u304c\u4ed8\u304d\u3001\u62c5\u5f53\u8005\u306f\u5370\u3092\u8aad\u307e\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u6700\u521d\u306e2\u304b\u6708\u306f\u5e45\u3092\u5e83\u3081\u306b\u7f6e\u304d\u3001\u5b9f\u969b\u306b\u7167\u4f1a\u3057\u305f\u4ef6\u6570\u3092\u898b\u306a\u304c\u3089\u72ed\u3081\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u4fdd\u8b77\u3092\u5916\u3057\u3066\u7f6e\u304d\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30\u304c\u6df7\u3056\u308b | Textract \u306e\u5bfe\u5fdc\u5916\u306e\u8a00\u8a9e\u306f\u8aad\u3081\u306a\u3044\u3002\u62c5\u5f53\u8005\u304c\u624b\u3067\u5165\u308c\u308b |\n| \u9694\u9031\u6255\u3044\u30672\u679a\u5c4a\u304f | 2\u679a\u3092\u540c\u3058\u6708\u306e\u660e\u7d30\u3068\u3057\u3066\u4e26\u3079\u3001`period_gap` \u3067\u671f\u9593\u306e\u629c\u3051\u3068\u91cd\u306a\u308a\u3092\u898b\u308b |\n| \u8ffd\u52a0\u306e\u652f\u7d66\uff08\u8cde\u4e0e\u3001\u7cbe\u7b97\uff09\u304c\u6708\u306e\u9014\u4e2d\u3067\u5c4a\u304f | \u540c\u3058\u6708\u306b\u307e\u3068\u3081\u3001\u5225\u306e\u884c\u3068\u3057\u3066\u53f0\u5e33\u306e\u6848\u306b\u8f09\u305b\u308b |\n| \u73fe\u5730\u306e\u793e\u54e1\u756a\u53f7\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u65b0\u3057\u3044\u8d74\u4efb\u8005\u304b\u756a\u53f7\u306e\u8aa4\u308a\u3002\u53f0\u5e33\u306b\u8f09\u305b\u305a\u62c5\u5f53\u8005\u3078 |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u304c\u591a\u3044 | \u59d4\u8a17\u5148\u304c\u66ff\u308f\u3063\u305f\u7591\u3044\u3002**\u56fd\u3054\u3068\u306b\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u76f4\u3059** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3059\u308b\uff0f7\u65e5\u3092\u904e\u304e\u3066\u7d50\u679c\u304c\u53d6\u308c\u306a\u3044 | \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3057\u3001\u8aad\u307f\u76f4\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n| \u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u306b\u5f53\u6708\u306e\u5024\u304c\u7121\u3044 | \u63db\u7b97\u3092\u305b\u305a\u3001`allowance_diff` \u306e\u5224\u5b9a\u3092\u4fdd\u7559\u3059\u308b |\n\n**2\u884c\u76ee\u306e\u6ce8\u610f\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u306b\u304b\u304b\u308f\u308a\u307e\u3059\u3002** \u73fe\u5730\u6cd5\u4eba\u306e\u3042\u308b\u56fd\u306e\u660e\u7d30\u304c\u82f1\u8a9e\u3067\u51fa\u3066\u3044\u308b\u304b\u306f\u3001\u59d4\u8a17\u5148\u3057\u3060\u3044\u3067\u3059\u3002**\u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30\u304c\u5c4a\u304f\u56fd\u306f\u3001\u6700\u521d\u304b\u3089\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**","log_storage":"- \u5c4a\u3044\u305f\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u7f6e\u304b\u308c\u305f\u65e5\u6642\u30fb\u56fd\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u8868\u3001\u30ad\u30fc\u3068\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u3001\u4fe1\u983c\u5ea6\uff09\u3068 `JobId`\n- Claude \u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u4f7f\u3063\u305f\u6307\u793a\u306e\u7248\n- \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f\u5370\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u898f\u7a0b\u306e\u8868\u30fb\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u7248\n- **\u62c5\u5f53\u8005\u304c\u6848\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u884c\u3092\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u3048\u305f\u304b\n- \u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u305f\u884c\u3068\u3001\u8db3\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u3067\u300c\u898f\u7a0b\u306e\u8868\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u7a0b\u304c\u5e74\u306e\u9014\u4e2d\u3067\u6539\u5b9a\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6539\u5b9a\u306e\u524d\u306e\u6708\u306e\u652f\u7d66\u3092\u3001\u6539\u5b9a\u306e\u5f8c\u306e\u8868\u3067\u7167\u5408\u3057\u76f4\u3059\u3068\u3001**\u6b63\u3057\u304b\u3063\u305f\u652f\u7d66\u306b\u5370\u304c\u4ed8\u304d\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":150,"assumption_workdays":20,"volume_month":150,"before_minutes_per_case":24,"after_minutes_per_case":8,"hourly_cost":3500,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1680000,"summary":"\u6d77\u5916\u306e\u73fe\u5730\u6cd5\u4eba\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30\uff08Payslip\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u652f\u7d66\u984d\u30fb\u63a7\u9664\u30fb\u73fe\u5730\u306e\u7a0e\u984d\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u305d\u308d\u3048\u3066\u3001\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3067\u6c7a\u3081\u305f\u624b\u5f53\u306e\u984d\u3068\u3001\u73fe\u5730\u3067\u5b9f\u969b\u306b\u652f\u7d66\u3055\u308c\u305f\u984d\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304b\u3089\u3001\u8d74\u4efb\u8005\u3054\u3068\u306e\u7d66\u4e0e\u660e\u7d30\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\n2. \u62c5\u5f53\u8005\u304cPDF\u3092\u958b\u304d\u3001\u8d74\u4efb\u8005\u306e\u540d\u524d\u3068\u5bfe\u8c61\u306e\u6708\u3092\u78ba\u304b\u3081\u308b\n3. \u652f\u7d66\u306e\u9805\u76ee\uff08\u57fa\u672c\u7d66\u3001\u5404\u7a2e\u306e\u624b\u5f53\u3001\u6b8b\u696d\u4ee3\u3001\u8cde\u4e0e\uff09\u3001\u63a7\u9664\u306e\u9805\u76ee\uff08\u73fe\u5730\u306e\u7a0e\u3001\u793e\u4f1a\u4fdd\u967a\u3001\u5e74\u91d1\u3001\u305d\u306e\u307b\u304b\u306e\u5929\u5f15\u304d\uff09\u3001\u5dee\u5f15\u306e\u652f\u7d66\u984d\u3092\u8aad\u307f\u3001\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u306b\u66f8\u304d\u5199\u3059\n4. \u901a\u8ca8\u3068\u652f\u7d66\u306e\u671f\u9593\uff08\u6708\u6255\u3044\uff0f\u534a\u6708\u6255\u3044\uff0f\u9694\u9031\u6255\u3044\uff09\u3092\u78ba\u304b\u3081\u3001\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u3067\u5186\u306b\u63db\u7b97\u3059\u308b\n5. \u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3068\u56fd\u5225\u306e\u624b\u5f53\u306e\u8868\u3092\u958b\u304d\u3001\u4f4f\u5b85\u30fb\u5bb6\u65cf\u30fb\u30cf\u30fc\u30c9\u30b7\u30c3\u30d7\u306a\u3069\u306e\u624b\u5f53\u304c\u898f\u7a0b\u306e\u984d\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n6. \u524d\u6708\u306e\u660e\u7d30\u3068\u6bd4\u3079\u3066\u3001\u5927\u304d\u304f\u5909\u308f\u3063\u305f\u9805\u76ee\u304c\u306a\u3044\u304b\u3092\u898b\u308b\n7. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u82f1\u8a9e\u3067\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n\n**\uff08a\uff09\u9805\u76ee\u540d\u304c\u56fd\u3054\u3068\u306b\u9055\u3046\u3002** 3\u756a\u76ee\u3067\u3001\u3069\u306e\u884c\u304c\u672c\u793e\u306e\u3069\u306e\u8cbb\u76ee\u306b\u5f53\u305f\u308b\u304b\u3092\u6bce\u56de\u8003\u3048\u307e\u3059\u3002**\u300cAllowance\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u304c\u4f55\u306e\u624b\u5f53\u304b\u306f\u3001\u305d\u306e\u56fd\u306e\u660e\u7d30\u306b\u6163\u308c\u305f\u62c5\u5f53\u8005\u306b\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u66ff\u308f\u308b\u3068\u3001\u6700\u521d\u306e\u6570\u304b\u6708\u306f1\u4ef6\u3054\u3068\u306b\u524d\u4efb\u8005\u306e\u53f0\u5e33\u3092\u898b\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u624b\u5f53\u306e\u652f\u7d66\u6f0f\u308c\u3084\u4e8c\u91cd\u6255\u3044\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** 5\u756a\u76ee\u306f\u6642\u9593\u306e\u304b\u304b\u308b\u78ba\u8a8d\u3067\u3001\u7de0\u3081\u306e\u524d\u306e\u5fd9\u3057\u3044\u6708\u306f\u7701\u304b\u308c\u307e\u3059\u3002**\u5bb6\u65cf\u306e\u5e2f\u540c\u304c\u59cb\u307e\u3063\u305f\u6708\u306b\u5bb6\u65cf\u306e\u624b\u5f53\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3001\u5e30\u4efb\u3057\u305f\u6708\u306e\u7fcc\u6708\u306b\u3082\u4f4f\u5b85\u306e\u624b\u5f53\u304c\u4ed8\u3044\u3066\u3044\u308b\u3002** \u3053\u3046\u3057\u305f\u98df\u3044\u9055\u3044\u304c\u3001\u6570\u304b\u6708\u5f8c\u306e\u7cbe\u7b97\u3067\u521d\u3081\u3066\u898b\u3064\u304b\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u652f\u7d66\u306e\u671f\u9593\u304c\u305d\u308d\u308f\u306a\u3044\u3002** \u7c73\u56fd\u306e\u73fe\u5730\u6cd5\u4eba\u3067\u306f\u9694\u9031\u6255\u3044\u306e\u660e\u7d30\u304c\u6708\u306b2\u679a\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u3001**2\u679a\u3092\u8db3\u3057\u30661\u304b\u6708\u5206\u306b\u3059\u308b\u304b\u30011\u679a\u305a\u3064\u53f0\u5e33\u306b\u5165\u308c\u308b\u304b\u304c\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** \u53f0\u5e33\u306e\u6708\u3054\u3068\u306e\u5408\u8a08\u304c\u3001\u305d\u306e\u305b\u3044\u3067\u524d\u6708\u3068\u6bd4\u3079\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u7167\u4f1a\u306e\u82f1\u6587\u3092\u6bce\u56de\u66f8\u304f\u3002** 7\u756a\u76ee\u306e\u7167\u4f1a\u306f\u3001\u4f55\u3092\u805e\u304f\u304b\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u306b\u30011\u4ef6\u305a\u3064\u82f1\u6587\u3092\u66f8\u3044\u3066\u3044\u307e\u3059\u3002","before_flow_steps":["\u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304b\u3089\u3001\u8d74\u4efb\u8005\u3054\u3068\u306e\u7d66\u4e0e\u660e\u7d30\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304f","\u62c5\u5f53\u8005\u304cPDF\u3092\u958b\u304d\u3001\u8d74\u4efb\u8005\u306e\u540d\u524d\u3068\u5bfe\u8c61\u306e\u6708\u3092\u78ba\u304b\u3081\u308b","\u652f\u7d66\u306e\u9805\u76ee\uff08\u57fa\u672c\u7d66\u3001\u5404\u7a2e\u306e\u624b\u5f53\u3001\u6b8b\u696d\u4ee3\u3001\u8cde\u4e0e\uff09\u3001\u63a7\u9664\u306e\u9805\u76ee\uff08\u73fe\u5730\u306e\u7a0e\u3001\u793e\u4f1a\u4fdd\u967a\u3001\u5e74\u91d1\u3001\u305d\u306e\u307b\u304b\u306e\u5929\u5f15\u304d\uff09\u3001\u5dee\u5f15\u306e\u652f\u7d66\u984d\u3092\u8aad\u307f\u3001\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u306b\u66f8\u304d\u5199\u3059","\u901a\u8ca8\u3068\u652f\u7d66\u306e\u671f\u9593\uff08\u6708\u6255\u3044\uff0f\u534a\u6708\u6255\u3044\uff0f\u9694\u9031\u6255\u3044\uff09\u3092\u78ba\u304b\u3081\u3001\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u3067\u5186\u306b\u63db\u7b97\u3059\u308b","\u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3068\u56fd\u5225\u306e\u624b\u5f53\u306e\u8868\u3092\u958b\u304d\u3001\u4f4f\u5b85\u30fb\u5bb6\u65cf\u30fb\u30cf\u30fc\u30c9\u30b7\u30c3\u30d7\u306a\u3069\u306e\u624b\u5f53\u304c\u898f\u7a0b\u306e\u984d\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b","\u524d\u6708\u306e\u660e\u7d30\u3068\u6bd4\u3079\u3066\u3001\u5927\u304d\u304f\u5909\u308f\u3063\u305f\u9805\u76ee\u304c\u306a\u3044\u304b\u3092\u898b\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u82f1\u8a9e\u3067\u7167\u4f1a\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304c\u3001\u7d66\u4e0e\u660e\u7d30\u306ePDF\u3092\u56fd\u3054\u3068\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5148\uff08Amazon S3\uff09\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u95a2\u6570\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u8868\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306e\u7b54\u3048\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u901a\u8ca8\u3068\u652f\u7d66\u306e\u671f\u9593\u3092\u78ba\u304b\u3081\u3001\u70ba\u66ff\u306e\u8868\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u652f\u7d66\u30fb\u63a7\u9664\u30fb\u5dee\u5f15\u306e\u691c\u7b97\u3092\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u7a0b\u306e\u624b\u5f53\u306e\u8868\u3068\u8d74\u4efb\u8005\u306e\u60c5\u5831\uff08\u5e2f\u540c\u306e\u6709\u7121\u3001\u8d74\u4efb\u3068\u5e30\u4efb\u306e\u65e5\uff09\u306b\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3044\u306b\u5370\u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u524d\u6708\u306e\u53f0\u5e33\u3068\u6bd4\u3079\u3001\u5927\u304d\u304f\u52d5\u3044\u305f\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u5370\u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u306b\u3064\u3044\u3066\u3001Claude API \u304c\u73fe\u5730\u306e\u4eba\u4e8b\u3078\u306e\u7167\u4f1a\u6587\uff08\u82f1\u6587\uff09\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306e\u6848\u3068\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u306b\u78ba\u5b9a\u3059\u308b\n10. **\u3010\u4eba\u3011** \u7167\u4f1a\u6587\u3092\u76f4\u3057\u3066\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u9001\u308b\n\n**9\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f150\u4ef6\u306e\u660e\u7d30\u3092\u5168\u90e8\u958b\u304f\u306e\u3067\u306f\u306a\u304f\u3001**\u53f0\u5e33\u306e\u6848\u3068\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u306e\u6839\u62e0\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u5370\u306e\u7121\u3044\u8d74\u4efb\u8005\u306f\u3001\u8cbb\u76ee\u3054\u3068\u306e\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6d41\u3057\u8aad\u307f\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u304b\u30897\u756a\u76ee\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u691c\u7b97\u3001\u63db\u7b97\u3001\u898f\u7a0b\u306e\u984d\u3068\u306e\u6bd4\u8f03\u306f**\u7b54\u3048\u304c1\u3064\u306b\u6c7a\u307e\u308b\u4f5c\u696d**\u3067\u3059\u3002\u751f\u6210AI\u306b\u4efb\u305b\u308b\u3068\u3001\u305f\u307e\u306b\u300c\u304a\u304a\u3080\u306d\u5408\u3063\u3066\u3044\u308b\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u884c\u3092\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304c\u3001\u7d66\u4e0e\u660e\u7d30\u306ePDF\u3092\u56fd\u3054\u3068\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5148\uff08Amazon S3\uff09\u306b\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u95a2\u6570\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u8868\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306e\u7b54\u3048\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u901a\u8ca8\u3068\u652f\u7d66\u306e\u671f\u9593\u3092\u78ba\u304b\u3081\u3001\u70ba\u66ff\u306e\u8868\u3067\u5186\u306b\u63db\u7b97\u3057\u3001\u652f\u7d66\u30fb\u63a7\u9664\u30fb\u5dee\u5f15\u306e\u691c\u7b97\u3092\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u7a0b\u306e\u624b\u5f53\u306e\u8868\u3068\u8d74\u4efb\u8005\u306e\u60c5\u5831\uff08\u5e2f\u540c\u306e\u6709\u7121\u3001\u8d74\u4efb\u3068\u5e30\u4efb\u306e\u65e5\uff09\u306b\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3044\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u524d\u6708\u306e\u53f0\u5e33\u3068\u6bd4\u3079\u3001\u5927\u304d\u304f\u52d5\u3044\u305f\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5370\u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u306b\u3064\u3044\u3066\u3001Claude API \u304c\u73fe\u5730\u306e\u4eba\u4e8b\u3078\u306e\u7167\u4f1a\u6587\uff08\u82f1\u6587\uff09\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306e\u6848\u3068\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u306b\u78ba\u5b9a\u3059\u308b","**\u3010\u4eba\u3011** \u7167\u4f1a\u6587\u3092\u76f4\u3057\u3066\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u9001\u308b"],"architecture":"```\n\u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\uff08\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30PDF\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\uff08\u56fd\u3054\u3068\u306e\u53d7\u4ed8\u306e\u5834\u6240\uff09\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aTABLES\uff0fFORMS\uff0fQUERIES\uff09\n   \u2502   \u5b8c\u4e86\u306e\u901a\u77e5\u306f Amazon SNS \u3078\n   \u25bc\nAWS Lambda \u2500\u2500 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u5f97\n   \u25bc\nClaude API \u2500\u2500 \u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u308b\uff08\u6839\u62e0\u4ed8\u304d\uff09\n   \u25bc\nPython \u2500\u2500 \u63db\u7b97\u30fb\u691c\u7b97\u30fb\u898f\u7a0b\u306e\u624b\u5f53\u984d\u3068\u524d\u6708\u3068\u306e\u7167\u5408\uff08\u898f\u5247\uff09\n   \u25bc\n\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\uff08\u6848\uff09\uff0b\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\u3010\u4eba\u3011\u62c5\u5f53\u8005\u304c\u78ba\u5b9a \u2192 \u7167\u4f1a\u3092\u9001\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u660e\u7d30\u306e\u884c\u306e\u8cbb\u76ee\u3078\u306e\u5f53\u3066\u306f\u3081\u3068\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u63db\u7b97\u30fb\u691c\u7b97\u30fb\u898f\u7a0b\u306e\u624b\u5f53\u984d\u3068\u524d\u6708\u3068\u306e\u7167\u5408\uff09 | \u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u306e\u95a2\u6570 |\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 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u660e\u7d30\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u3068\u56fd\u5185\u306e\u7d66\u4e0e\u8a08\u7b97\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u53f0\u5e33\u306b\u300c\u6848\u300d\u306e\u884c\u3092\u66f8\u304d\u8fbc\u3080\u3060\u3051\u3067\u3001\u78ba\u5b9a\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002**\u56fd\u5185\u306e\u7d66\u4e0e\u8a08\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**\n\n**\u8aad\u307f\u53d6\u308a\u306e\u571f\u53f0\u306f\u3001AWS Textract \u306e\u6587\u66f8\u306e\u5206\u6790\u3067\u3059\u3002** \u8868\uff08`TABLES`\uff09\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\uff08`FORMS`\uff09\u3001\u554f\u3044\u5408\u308f\u305b\uff08`QUERIES`\uff09\u3092 `FeatureTypes` \u3067\u6307\u5b9a\u3057\u3066\u547c\u3073\u307e\u3059\u3002\u8868\u306e\u6a5f\u80fd\u306f\u3001\u30bb\u30eb\u3001\u7d50\u5408\u3055\u308c\u305f\u30bb\u30eb\u3001\u5217\u306e\u898b\u51fa\u3057\u3001\u8868\u306e\u30bf\u30a4\u30c8\u30eb\u3001\u30d5\u30c3\u30bf\u30fc\u3001**\u5408\u8a08\u306e\u884c\uff08`TABLE_SUMMARY`\uff09**\u307e\u3067\u898b\u5206\u3051\u3066\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7d66\u4e0e\u660e\u7d30\u306e\u652f\u7d66\u3068\u63a7\u9664\u306e\u8868\u3092\u3001\u884c\u3068\u5217\u306e\u69cb\u9020\u306e\u307e\u307e\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u300c\u3053\u306e\u66f8\u985e\u306e\u652f\u6255\u65e5\u306f\u4f55\u304b\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u3092\u82f1\u6587\u3067\u6295\u3052\u308b\u3068\u3001\u7b54\u3048\u306e\u6587\u5b57\u5217\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\u6a5f\u80fd\u3067\u3059\u3002** \u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u7b54\u3048\u306e\u8981\u7d20\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u304c\u4f7f\u3048\u308b\u306e\u306f\u82f1\u8a9e\u306e\u66f8\u985e\u3060\u3051\u3067\u3059\u3002** \u540c\u671f\u306e\u51e6\u7406\u30671\u30da\u30fc\u30b8\u3042\u305f\u308a15\u500b\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\u306730\u500b\u307e\u3067\u3067\u3059\u3002\n\n**\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u9078\u3076\u306e\u306f\u3001\u30da\u30fc\u30b8\u6570\u306e\u305f\u3081\u3067\u3059\u3002** \u540c\u671f\u306e\u51e6\u7406\u3067\u306fPDF\u306f1\u30da\u30fc\u30b8\u307e\u3067\u3067\u30012\u30da\u30fc\u30b8\u306e\u660e\u7d30\u306f\u8aad\u3081\u307e\u305b\u3093\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u306a\u3089\u3001PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u6271\u3048\u307e\u3059\u3002\u5b8c\u4e86\u306e\u901a\u77e5\u306f Amazon SNS \u306b\u5c4a\u304d\u3001\u305d\u3053\u304b\u3089 Lambda \u3067\u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u73fe\u5730\u6cd5\u4eba\u306e\u4eba\u4e8b\u304c\u3001\u660e\u7d30\u306ePDF\u3092 Amazon S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u7f6e\u3044\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3067\u53d7\u3051\u53d6\u308b\u904b\u7528\u3092\u3084\u3081\u3001\u56fd\u3054\u3068\u306b `incoming\/US\/`\u3001`incoming\/UK\/` \u306e\u3088\u3046\u306a\u53d7\u4ed8\u306e\u5834\u6240\u3092\u5206\u3051\u307e\u3059\u3002S3 \u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u4f5c\u3089\u308c\u305f\u3068\u304d\u306b Lambda \u3092\u547c\u3073\u51fa\u305b\u307e\u3059\u3002\n\n**\u3053\u3053\u3067\u6c17\u3092\u4ed8\u3051\u308b\u306e\u306f\u3001\u540c\u3058\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u66f8\u304d\u623b\u3057\u3067\u3059\u3002** AWS \u306e\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u95a2\u6570\u3092\u8d77\u52d5\u3057\u305f\u30d0\u30b1\u30c3\u30c8\u306b\u95a2\u6570\u304c\u66f8\u304d\u8fbc\u3080\u3068\u3001\u95a2\u6570\u304c\u81ea\u5206\u81ea\u8eab\u3092\u547c\u3073\u51fa\u3059\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u3046\u308b\u3068\u3055\u308c\u3001**\u30d0\u30b1\u30c3\u30c8\u30922\u3064\u306b\u5206\u3051\u308b\u304b\u3001\u53d7\u4ed8\u7528\u306e\u63a5\u982d\u8f9e\u306b\u3060\u3051\u8d77\u52d5\u3092\u9650\u308b**\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u8d77\u52d5\u3092 `incoming\/` \u306b\u9650\u308a\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306f `results\/` \u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u305f\u3060\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306b\u7167\u5408\u306f\u3057\u307e\u305b\u3093\u3002** \u73fe\u5730\u6cd5\u4eba\u306b\u3088\u3063\u3066\u306f\u3001\u6708\u306e\u9014\u4e2d\u306b\u8ffd\u52a0\u306e\u652f\u7d66\uff08\u8cde\u4e0e\u3001\u7cbe\u7b97\uff09\u306e\u660e\u7d30\u3092\u5f8c\u304b\u3089\u9001\u3063\u3066\u304d\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306f\u30d5\u30a1\u30a4\u30eb\u304c\u5c4a\u304f\u305f\u3073\u306b\u884c\u3044\u3001\u7167\u5408\u3068\u53f0\u5e33\u306e\u6848\u3065\u304f\u308a\u306f\u6bce\u6708\u306e\u7de0\u3081\u65e5\u306e2\u55b6\u696d\u65e5\u524d\u306b\u3001\u305d\u306e\u6708\u306b\u5c4a\u3044\u305f\u5206\u3092\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u3002** \u9694\u9031\u6255\u3044\u306e2\u679a\u306e\u660e\u7d30\u3092\u30011\u304b\u6708\u5206\u3068\u3057\u3066\u4e26\u3079\u3066\u898b\u308b\u305f\u3081\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7d66\u4e0e\u660e\u7d30 | \u652f\u7d66\u30fb\u63a7\u9664\u30fb\u5dee\u5f15\u306e\u652f\u7d66\u984d\u3001\u652f\u6255\u65e5\u3001\u652f\u7d66\u306e\u671f\u9593\u3001\u901a\u8ca8\u3001\u793e\u54e1\u756a\u53f7\uff08\u73fe\u5730\uff09 | S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240 |\n| \u8d74\u4efb\u8005\u306e\u60c5\u5831 | \u672c\u793e\u306e\u793e\u54e1\u756a\u53f7\u3068\u73fe\u5730\u306e\u793e\u54e1\u756a\u53f7\u306e\u5bfe\u5fdc\u3001\u8d74\u4efb\u56fd\u3001\u8d74\u4efb\u65e5\u30fb\u5e30\u4efb\u65e5\u3001\u5bb6\u65cf\u306e\u5e2f\u540c\u306e\u6709\u7121\u3068\u958b\u59cb\u65e5 | \u8d74\u4efb\u8005\u306e\u540d\u7c3f |\n| \u898f\u7a0b\u306e\u624b\u5f53\u306e\u8868 | \u56fd\u3054\u3068\u306e\u624b\u5f53\u306e\u7a2e\u985e\u3068\u984d\uff08\u307e\u305f\u306f\u8a08\u7b97\u306e\u3057\u304b\u305f\uff09\u3001\u652f\u6255\u304c\u73fe\u5730\u304b\u65e5\u672c\u304b | \u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3068\u56fd\u5225\u306e\u624b\u5f53\u306e\u8868 |\n| \u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868 | \u73fe\u5730\u306e\u9805\u76ee\u540d\u3068\u672c\u793e\u306e\u8cbb\u76ee\u306e\u5bfe\u5fdc\uff08\u56fd\u30fb\u59d4\u8a17\u5148\u3054\u3068\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3057\u3001\u78ba\u5b9a\u306e\u305f\u3073\u306b\u80b2\u3066\u308b |\n| \u524d\u6708\u306e\u53f0\u5e33 | \u8d74\u4efb\u8005\u3054\u3068\u306e\u524d\u6708\u306e\u8cbb\u76ee\u3068\u984d | \u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33 |\n| \u70ba\u66ff\u30ec\u30fc\u30c8 | \u6708\u3054\u3068\u306e\u63db\u7b97\u306b\u4f7f\u3046\u30ec\u30fc\u30c8 | \u81ea\u793e\u3067\u6c7a\u3081\u305f\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u300cAccommodation\u300d\u304c\u4f4f\u5b85\u306e\u624b\u5f53\u3067\u3042\u308b\u3001\u3068\u3044\u3046\u5bfe\u5fdc\u3092\u4e00\u5ea6\u78ba\u5b9a\u3057\u305f\u3089\u8868\u306b\u6b8b\u3057\u3001**\u7fcc\u6708\u304b\u3089\u306f\u8868\u3067\u5f53\u305f\u308b\u884c\u306fAI\u306b\u805e\u304b\u305a\u306b\u5f53\u3066\u306f\u3081\u307e\u3059\u3002** AI\u306b\u5f53\u3066\u306f\u3081\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u306b\u7121\u3044\u65b0\u3057\u3044\u9805\u76ee\u540d\u3060\u3051\u3067\u3059\u3002\n\n**\u8d74\u4efb\u8005\u306e\u60c5\u5831\u306e\u300c\u5bb6\u65cf\u306e\u5e2f\u540c\u306e\u958b\u59cb\u65e5\u300d\u3068\u300c\u5e30\u4efb\u65e5\u300d\u306f\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3092\u62fe\u3046\u6750\u6599\u3067\u3059\u3002** \u624b\u5f53\u306e\u4ed8\u304f\u6761\u4ef6\u304c\u5909\u308f\u308b\u65e5\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u652f\u7d66\u6f0f\u308c\u3082\u3001\u5e30\u4efb\u5f8c\u306e\u652f\u7d66\u3082\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**Lambda \u304b\u3089 `StartDocumentAnalysis` \u3092\u547c\u3073\u3001`FeatureTypes` \u306b `TABLES`\u3001`FORMS`\u3001`QUERIES` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u5b8c\u4e86\u306e\u901a\u77e5\u5148\uff08`NotificationChannel`\uff09\u306b SNS \u306e\u30c8\u30d4\u30c3\u30af\u3092\u6307\u5b9a\u3057\u3001\u901a\u77e5\u3092\u53d7\u3051\u305f\u5225\u306e Lambda \u304c `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u652f\u7d66\u30fb\u63a7\u9664\u306e\u8868 | `TABLE`\uff0f`CELL` \u306e\u30d6\u30ed\u30c3\u30af\uff08\u5217\u306e\u898b\u51fa\u3057\u3001\u5408\u8a08\u306e\u884c\u306e\u5370\u4ed8\u304d\uff09 | \u660e\u7d30\u306e\u884c\u3068\u984d |\n| \u793e\u54e1\u756a\u53f7\u3001\u652f\u6255\u65e5\u3001\u671f\u9593\u306a\u3069\u306e\u30ad\u30fc\u3068\u5024 | `KEY_VALUE_SET` \u306e\u30d6\u30ed\u30c3\u30af | \u660e\u7d30\u306e\u898b\u51fa\u3057\u306e\u9805\u76ee |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048 | `QUERY`\uff0f`QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af | \u652f\u6255\u65e5\u3001\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u3001\u901a\u8ca8\u3001\u5dee\u5f15\u306e\u652f\u7d66\u984d |\n| \u5404\u30d6\u30ed\u30c3\u30af\u306e\u4fe1\u983c\u5ea6 | `Confidence` | \u300c\u8aad\u3081\u306a\u304b\u3063\u305f\u300d\u306e\u5224\u5b9a |\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8868\u3068\u30ad\u30fc\u3068\u5024\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306e\u4fdd\u967a\u306b\u3057\u307e\u3059\u3002** \u6295\u3052\u308b\u306e\u306f\u6b21\u306e\u3088\u3046\u306a\u82f1\u6587\u3067\u3059\u3002\u5225\u540d\uff08Alias\uff09\u3092\u4ed8\u3051\u3066\u304a\u304f\u3068\u3001\u7b54\u3048\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002\n\n| \u5225\u540d | \u554f\u3044\u5408\u308f\u305b |\n|:--|:--|\n| `PAY_DATE` | What is the pay date? |\n| `PERIOD_START` | What is the pay period start date? |\n| `PERIOD_END` | What is the pay period end date? |\n| `NET_PAY` | What is the net pay amount? |\n| `CURRENCY` | What currency are the amounts in? |\n\n**\u540c\u3058\u624b\u9806\u3092\u4f55\u5ea6\u3082\u547c\u3070\u306a\u3044\u305f\u3081\u306b\u3001`ClientRequestToken` \u3092\u4ed8\u3051\u307e\u3059\u3002** \u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u540c\u3058\u51e6\u7406\u3092\u547c\u3076\u3068\u3001\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u51e6\u7406\u306f\u3084\u308a\u76f4\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Lambda \u304c\u518d\u8a66\u884c\u3055\u308c\u3066\u3082\u3001\u540c\u3058\u660e\u7d30\u3092\u4e8c\u91cd\u306b\u8aad\u307f\u307e\u305b\u3093\u3002\n\n**\u7d50\u679c\u306f\u65e2\u5b9a\u3067\u306f7\u65e5\u9593\u3057\u304b\u53d6\u308a\u51fa\u305b\u307e\u305b\u3093\u3002** \u53d6\u5f97\u3057\u305f\u3089\u3059\u3050\u306b S3 \u306e `results\/` \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3044\u305a\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u5bfe\u8c61\u5916\u3067\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u7d66\u4e0e\u660e\u7d30\u306b\u306f\u4fdd\u8b77\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u53d7\u4ed8\u306e\u5834\u6240\u306b\u7f6e\u304f\u524d\u306b\u73fe\u5730\u306e\u4eba\u4e8b\u304c\u4fdd\u8b77\u3092\u5916\u3059\u904b\u7528\u306b\u3057\u307e\u3059\uff08\u7b2c13\u7ae0\uff09\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u30021\u540d1\u301c2\u30da\u30fc\u30b8\u306e\u660e\u7d30\u306a\u3089\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\n4. **\u753b\u50cf\u306e\u5927\u304d\u3055** \u2026 \u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3067\u3059\u3002\u5199\u771f\u3067\u5c4a\u3044\u305f\u3082\u306e\u306f\u7e2e\u5c0f\u3057\u307e\u3059\n5. **\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u306f150dpi\u3092\u4e0b\u56de\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u8907\u6570\u306e\u8d74\u4efb\u8005\u304c\u307e\u3068\u307e\u3063\u305fPDF** \u2026 1\u30d5\u30a1\u30a4\u30eb\u306b\u4f55\u540d\u5206\u3082\u3042\u308b\u3082\u306e\u306f\u3001\u30da\u30fc\u30b8\u306e\u898b\u51fa\u3057\u306e\u793e\u54e1\u756a\u53f7\u3067\u5206\u3051\u307e\u3059\n\n**2\u756a\u76ee\u304c\u3044\u3061\u3070\u3093\u6b62\u307e\u308a\u3084\u3059\u3044\u3068\u3053\u308d\u3067\u3059\u3002** \u4fdd\u8b77\u3092\u5916\u3055\u305a\u306b\u7f6e\u304b\u308c\u305fPDF\u306f\u8aad\u307f\u53d6\u308a\u3067\u5931\u6557\u3057\u3001**\u305d\u306e\u8d74\u4efb\u8005\u306e\u884c\u3060\u3051\u304c\u53f0\u5e33\u306e\u6848\u304b\u3089\u629c\u3051\u307e\u3059\u3002** \u5931\u6557\u306f\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u300c\u672a\u8aad\u300d\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u3068\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8cbb\u76ee\u3078\u306e\u5f53\u3066\u306f\u3081 | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u3092\u3001\u672c\u793e\u306e\u8cbb\u76ee\uff08\u57fa\u672c\u7d66\u3001\u4f4f\u5b85\u624b\u5f53\u3001\u5bb6\u65cf\u624b\u5f53\u3001\u30cf\u30fc\u30c9\u30b7\u30c3\u30d7\u624b\u5f53\u3001\u6642\u9593\u5916\u3001\u8cde\u4e0e\u3001\u73fe\u5730\u306e\u6240\u5f97\u7a0e\u3001\u793e\u4f1a\u4fdd\u967a\u3001\u5e74\u91d1\u3001\u305d\u306e\u307b\u304b\u306e\u63a7\u9664\uff09\u306e\u3069\u308c\u304b\u306b\u5f53\u3066\u306f\u3081\u308b |\n| \u652f\u7d66\u3068\u63a7\u9664\u306e\u533a\u5225 | \u8868\u306e\u4f4d\u7f6e\u3068\u898b\u51fa\u3057\u304b\u3089\u3001\u884c\u304c\u652f\u7d66\u304b\u63a7\u9664\u304b\u3092\u6c7a\u3081\u308b |\n| \u671f\u9593\u306e\u8aad\u307f\u53d6\u308a | \u652f\u7d66\u306e\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u3001\u652f\u6255\u65e5\u3092\u5225\u3005\u306e\u9805\u76ee\u306b\u3059\u308b |\n| \u6839\u62e0\u306e\u6587\u5b57\u5217 | \u9805\u76ee\u3054\u3068\u306b\u3001\u660e\u7d30\u306e\u3069\u306e\u884c\u306e\u6587\u5b57\u5217\u304b\u3089\u53d6\u3063\u305f\u304b\u3092\u4ed8\u3051\u308b |\n| \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f\u5370\u304b\u3089\u3001\u73fe\u5730\u306e\u4eba\u4e8b\u5411\u3051\u306e\u82f1\u6587\u3092\u4f5c\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u898f\u7a0b\u306e\u624b\u5f53\u984d\u3068\u306e\u6bd4\u8f03 | \u6c7a\u307e\u3063\u305f\u8a08\u7b97\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046 |\n| \u70ba\u66ff\u306e\u63db\u7b97 | \u81ea\u793e\u3067\u6c7a\u3081\u305f\u30ec\u30fc\u30c8\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046 |\n| \u73fe\u5730\u306e\u7a0e\u984d\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u73fe\u5730\u306e\u7a0e\u52d9\u306e\u5c02\u9580\u5bb6\u306e\u9818\u5206 |\n| \u8aad\u3081\u306a\u3044\u984d\u306e\u63a8\u6e2c | \u5408\u8a08\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044 |\n| \u7167\u4f1a\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u73fe\u5730\u6cd5\u4eba\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u6c7a\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u63a7\u9664\u306e1\u884c\u304c\u8aad\u3081\u306a\u3044\u3068\u3001AI\u306f\u652f\u7d66\u306e\u5408\u8a08\u3068\u5dee\u5f15\u306e\u652f\u7d66\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u305d\u306e\u5024\u304c\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u984d\u3068\u3057\u3066\u53f0\u5e33\u306b\u8f09\u308b\u3068\u3001\u691c\u7b97\u304c\u5fc5\u305a\u5408\u3063\u3066\u3057\u307e\u3044\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u6d88\u3048\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\u65e5\u672c\u306e\u672c\u793e\u306e\u6d77\u5916\u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6d77\u5916\u306e\u73fe\u5730\u6cd5\u4eba\u304c\u51fa\u3057\u305f\u82f1\u6587\u306e\u7d66\u4e0e\u660e\u7d30\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\n\u660e\u7d30\u306e\u884c\u3092\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u307e\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u672c\u793e\u306e\u8cbb\u76ee\u3011\n\u652f\u7d66\uff1abase_salary \/ housing_allowance \/ family_allowance \/\n      hardship_allowance \/ overtime \/ bonus \/ other_earning\n\u63a7\u9664\uff1alocal_income_tax \/ social_security \/ pension \/\n      other_deduction\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u5f53\u305f\u308b\u884c\u306f\u3001\u8868\u306e\u3068\u304a\u308a\u306b\u5f53\u3066\u306f\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u306f\u3001\u6700\u3082\u8fd1\u3044\u8cbb\u76ee\u3092\u9078\u3073\u3001mapping_source \u3092 \"ai\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u308c\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 other_earning \u304b other_deduction \u306b\u3057\u3001\n  \u7406\u7531\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300cAllowance\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u306e\u3088\u3046\u306b\u4f55\u306e\u624b\u5f53\u304b\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001\n  \u4ed6\u306e\u884c\u304b\u3089\u63a8\u6e2c\u305b\u305a status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u984d\u306f\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e amount_text \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u533a\u5207\u308a\u3084\u901a\u8ca8\u306e\u8a18\u53f7\u3092\u53d6\u308a\u9664\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c50\u672a\u6e80\u306e\u884c\u306f status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u3081\u306a\u3044\u984d\u3092\u3001\u5408\u8a08\u3084\u5dee\u5f15\u306e\u652f\u7d66\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u8a08\u7b97\u3001\u70ba\u66ff\u306e\u63db\u7b97\u3001\u898f\u7a0b\u306e\u984d\u3068\u306e\u6bd4\u8f03\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7a0e\u984d\u3084\u793e\u4f1a\u4fdd\u967a\u6599\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u884c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u660e\u7d30\u306e\u884c\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e evidence \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8d74\u4efb\u56fd\u3068\u59d4\u8a17\u5148\u3011{country} \/ {payroll_vendor}\n\u3010\u8cbb\u76ee\u306e\u5bfe\u5fdc\u8868\uff08\u3053\u306e\u56fd\u30fb\u59d4\u8a17\u5148\u306e\u5206\uff09\u3011{mapping_table}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u554f\u3044\u5408\u308f\u305b\u3001\u4fe1\u983c\u5ea6\u4ed8\u304d\uff09\u3011{textract_result}\n```\n\n**\u300cAllowance \u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u884c\u300d\u3092\u540d\u6307\u3057\u3067\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u305d\u3053\u304c\u6700\u3082\u8ff7\u3046\u884c\u3060\u304b\u3089\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001AI\u306f\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u4f4f\u5b85\u306e\u624b\u5f53\u3060\u308d\u3046\u3068\u63a8\u6e2c\u3057\u307e\u3059\u3002**\u63a8\u6e2c\u3067\u5f53\u3066\u306f\u3081\u305f\u8cbb\u76ee\u306f\u3001\u898f\u7a0b\u306e\u984d\u3068\u306e\u7167\u5408\u3067\u5076\u7136\u5408\u3046\u3053\u3068\u304c\u3042\u308a\u3001\u8aa4\u308a\u306b\u6c17\u3065\u3051\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u300c\u901a\u8ca8\u306e\u8a18\u53f7\u3092\u53d6\u308a\u9664\u304b\u306a\u3044\u300d\u3082\u610f\u56f3\u304c\u3042\u308a\u307e\u3059\u3002** \u540c\u3058\u660e\u7d30\u306b\u73fe\u5730\u306e\u901a\u8ca8\u3068\u7c73\u30c9\u30eb\u306e\u4e21\u65b9\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u8a18\u53f7\u3092\u843d\u3068\u3059\u3068\u3069\u3061\u3089\u306e\u984d\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u9805\u76ee\u306e\u540d\u524d\u3068\u578b\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"employee_local_id\": \"US-00412\",\n  \"employee_hq_id\": \"\",\n  \"country\": \"US\",\n  \"pay_date\": \"2026-09-30\",\n  \"period_start\": \"2026-09-16\",\n  \"period_end\": \"2026-09-30\",\n  \"currency\": \"USD\",\n  \"lines\": [\n    { \"side\": \"earning\", \"local_label\": \"Housing Allowance\",\n      \"hq_item\": \"housing_allowance\", \"mapping_source\": \"table | ai\",\n      \"amount_text\": \"$3,200.00\", \"status\": \"ok | ambiguous | unreadable\",\n      \"confidence\": 96.4, \"evidence\": \"Housing Allowance 3,200.00\", \"note\": \"\" }\n  ],\n  \"totals\": { \"gross_text\": \"\", \"deductions_text\": \"\", \"net_text\": \"\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`mapping_source` \u3067\u78ba\u8a8d\u306e\u91cd\u307f\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `table` \u306f\u78ba\u5b9a\u6e08\u307f\u306e\u5bfe\u5fdc\u8868\u3067\u5f53\u305f\u3063\u305f\u884c\u3001`ai` \u306f\u4eca\u56deAI\u304c\u5f53\u3066\u306f\u3081\u305f\u884c\u3067\u3059\u3002**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f `ai` \u306e\u884c\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f `ai` \u306e\u884c\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u984d\u3092\u6587\u5b57\u5217\u3067\u53d7\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f**\u6570\u5024\u306e\u7bc4\u56f2\uff08`minimum`\u30fb`maximum`\uff09\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u984d\u306f\u6587\u5b57\u5217\u3067\u53d7\u3051\u3001**\u6570\u5024\u3078\u306e\u5909\u63db\u3068\u691c\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002**\n\n\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u5247\u3067\u4ed8\u3051\u308b\u5370\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u78ba\u8a8d | \u898f\u5247 | \u5370 |\n|:--|:--|:--|\n| \u691c\u7b97 | \u652f\u7d66\u306e\u5408\u8a08 \uff0d \u63a7\u9664\u306e\u5408\u8a08 \uff1d \u5dee\u5f15\u306e\u652f\u7d66\u984d | `sum_mismatch` |\n| \u898f\u7a0b\u306e\u624b\u5f53 | \u898f\u7a0b\u306e\u8868\u306e\u984d\uff08\u63db\u7b97\u5f8c\uff09\u3068\u652f\u7d66\u984d\u306e\u5dee\u304c\u8a31\u5bb9\u306e\u5e45\u3092\u8d85\u3048\u308b | `allowance_diff` |\n| \u652f\u7d66\u306e\u6761\u4ef6 | \u5e2f\u540c\u306e\u958b\u59cb\u5f8c\u306b\u5bb6\u65cf\u306e\u624b\u5f53\u304c\u7121\u3044\uff0f\u5e30\u4efb\u65e5\u306e\u5f8c\u306b\u624b\u5f53\u304c\u3042\u308b | `condition_gap` |\n| \u524d\u6708\u3068\u306e\u6bd4\u8f03 | \u8cbb\u76ee\u3054\u3068\u306b\u524d\u6708\u304b\u3089\u4e00\u5b9a\u306e\u5272\u5408\u3092\u8d85\u3048\u3066\u52d5\u3044\u305f | `month_change` |\n| \u671f\u9593 | \u9694\u9031\u6255\u3044\u306e2\u679a\u3067\u3001\u6708\u306e\u65e5\u6570\u304c\u8db3\u308a\u306a\u3044\uff0f\u91cd\u306a\u308b | `period_gap` |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u306e\u901a\u77e5 | \u660e\u7d30\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 Lambda \u3092\u8d77\u52d5\u3059\u308b |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8868\u3001\u30ad\u30fc\u3068\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u3092 Lambda \u306b\u77e5\u3089\u305b\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u8cbb\u76ee\u3078\u306e\u5f53\u3066\u306f\u3081\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u8d74\u4efb\u8005\u306e\u540d\u7c3f\u30fb\u898f\u7a0b\u306e\u8868 | \u8aad\u307f\u53d6\u308a | \u8d74\u4efb\u3068\u5e30\u4efb\u306e\u65e5\u3001\u5e2f\u540c\u3001\u624b\u5f53\u306e\u984d\u3092\u5f15\u304f |\n| \u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33 | \u6848\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u78ba\u5b9a\u306f\u62c5\u5f53\u8005\u304c\u884c\u3046 |\n\n**\u53f0\u5e33\u306f\u300c\u6848\u300d\u306e\u884c\u3068\u3057\u3066\u66f8\u304d\u8fbc\u307f\u3001\u78ba\u5b9a\u306e\u5370\u306f\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u307e\u3059\u3002** \u78ba\u5b9a\u3057\u305f\u884c\u3060\u3051\u304c\u3001\u65e5\u672c\u6255\u3044\u306e\u5206\u306e\u8a08\u7b97\u3084\u7a0e\u91d1\u306e\u7cbe\u7b97\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\u56fd\u5185\u306e\u7d66\u4e0e\u8a08\u7b97\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u5370\u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u3092\u5148\u306b\u898b\u308b** \u2026 `allowance_diff` \u3068 `condition_gap` \u306e\u4ed8\u3044\u305f\u8d74\u4efb\u8005\u306f\u3001\u660e\u7d30\u306e\u753b\u50cf\u3068\u898f\u7a0b\u306e\u8868\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\n2. **`ai` \u306e\u884c\u3092\u78ba\u304b\u3081\u308b** \u2026 AI\u304c\u65b0\u3057\u304f\u5f53\u3066\u306f\u3081\u305f\u8cbb\u76ee\u304c\u6b63\u3057\u3044\u304b\u3092\u898b\u3066\u3001\u6b63\u3057\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059\n3. **`unreadable` \u3068 `ambiguous` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u753b\u50cf\u3067\u8aad\u3081\u308b\u306a\u3089\u62c5\u5f53\u8005\u304c\u5165\u308c\u3001\u8aad\u3081\u306a\u3051\u308c\u3070\u73fe\u5730\u306b\u7167\u4f1a\u3057\u307e\u3059\n4. **\u53f0\u5e33\u3092\u78ba\u5b9a\u3057\u3001\u7167\u4f1a\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u9001\u308a\u307e\u3059\n\n**1\u4ef6\u3042\u305f\u308a8\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002** \u5370\u306e\u7121\u3044\u8d74\u4efb\u8005\u306f\u6570\u5206\u3001\u5370\u306e\u3042\u308b\u8d74\u4efb\u8005\u306f\u898f\u7a0b\u306e\u8868\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u306e\u306710\u5206\u3092\u8d85\u3048\u307e\u3059\u3002**\u306a\u3089\u3057\u30668\u5206\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u8868\u304c\u80b2\u3064\u307b\u3069\u3001\u7fcc\u6708\u306e `ai` \u306e\u884c\u304c\u6e1b\u308a\u3001\u78ba\u8a8d\u304c\u8efd\u304f\u306a\u308a\u307e\u3059\u3002\n\n**`allowance_diff` \u304c\u4ed8\u3044\u3066\u3082\u3001\u3059\u3050\u306b\u8aa4\u308a\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u898f\u7a0b\u306e\u984d\u3092\u73fe\u5730\u306e\u901a\u8ca8\u3067\u6c7a\u3081\u3066\u3044\u308b\u56fd\u3068\u3001\u5186\u3067\u6c7a\u3081\u3066\u6bce\u6708\u63db\u7b97\u3057\u3066\u3044\u308b\u56fd\u3067\u306f\u3001\u70ba\u66ff\u306e\u52d5\u304d\u3060\u3051\u3067\u5dee\u304c\u51fa\u307e\u3059\u3002**\u8a31\u5bb9\u306e\u5e45\u306f\u56fd\u3054\u3068\u306b\u6c7a\u3081\u3001\u5e45\u306e\u4e2d\u306e\u5dee\u306f\u5370\u3092\u4ed8\u3051\u305a\u306b\u53f0\u5e33\u306e\u6ce8\u8a18\u306b\u6b8b\u3057\u307e\u3059\u3002** \u5e45\u3092\u72ed\u304f\u3057\u3059\u304e\u308b\u3068\u3001\u6bce\u6708\u307b\u307c\u5168\u54e1\u306b\u5370\u304c\u4ed8\u304d\u3001\u62c5\u5f53\u8005\u306f\u5370\u3092\u8aad\u307e\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u6700\u521d\u306e2\u304b\u6708\u306f\u5e45\u3092\u5e83\u3081\u306b\u7f6e\u304d\u3001\u5b9f\u969b\u306b\u7167\u4f1a\u3057\u305f\u4ef6\u6570\u3092\u898b\u306a\u304c\u3089\u72ed\u3081\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u4fdd\u8b77\u3092\u5916\u3057\u3066\u7f6e\u304d\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30\u304c\u6df7\u3056\u308b | Textract \u306e\u5bfe\u5fdc\u5916\u306e\u8a00\u8a9e\u306f\u8aad\u3081\u306a\u3044\u3002\u62c5\u5f53\u8005\u304c\u624b\u3067\u5165\u308c\u308b |\n| \u9694\u9031\u6255\u3044\u30672\u679a\u5c4a\u304f | 2\u679a\u3092\u540c\u3058\u6708\u306e\u660e\u7d30\u3068\u3057\u3066\u4e26\u3079\u3001`period_gap` \u3067\u671f\u9593\u306e\u629c\u3051\u3068\u91cd\u306a\u308a\u3092\u898b\u308b |\n| \u8ffd\u52a0\u306e\u652f\u7d66\uff08\u8cde\u4e0e\u3001\u7cbe\u7b97\uff09\u304c\u6708\u306e\u9014\u4e2d\u3067\u5c4a\u304f | \u540c\u3058\u6708\u306b\u307e\u3068\u3081\u3001\u5225\u306e\u884c\u3068\u3057\u3066\u53f0\u5e33\u306e\u6848\u306b\u8f09\u305b\u308b |\n| \u73fe\u5730\u306e\u793e\u54e1\u756a\u53f7\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u65b0\u3057\u3044\u8d74\u4efb\u8005\u304b\u756a\u53f7\u306e\u8aa4\u308a\u3002\u53f0\u5e33\u306b\u8f09\u305b\u305a\u62c5\u5f53\u8005\u3078 |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u9805\u76ee\u540d\u304c\u591a\u3044 | \u59d4\u8a17\u5148\u304c\u66ff\u308f\u3063\u305f\u7591\u3044\u3002**\u56fd\u3054\u3068\u306b\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u76f4\u3059** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3059\u308b\uff0f7\u65e5\u3092\u904e\u304e\u3066\u7d50\u679c\u304c\u53d6\u308c\u306a\u3044 | \u53d7\u4ed8\u306e\u5834\u6240\u306b\u6b8b\u3057\u3001\u8aad\u307f\u76f4\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n| \u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u8868\u306b\u5f53\u6708\u306e\u5024\u304c\u7121\u3044 | \u63db\u7b97\u3092\u305b\u305a\u3001`allowance_diff` \u306e\u5224\u5b9a\u3092\u4fdd\u7559\u3059\u308b |\n\n**2\u884c\u76ee\u306e\u6ce8\u610f\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u306b\u304b\u304b\u308f\u308a\u307e\u3059\u3002** \u73fe\u5730\u6cd5\u4eba\u306e\u3042\u308b\u56fd\u306e\u660e\u7d30\u304c\u82f1\u8a9e\u3067\u51fa\u3066\u3044\u308b\u304b\u306f\u3001\u59d4\u8a17\u5148\u3057\u3060\u3044\u3067\u3059\u3002**\u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30\u304c\u5c4a\u304f\u56fd\u306f\u3001\u6700\u521d\u304b\u3089\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5c4a\u3044\u305f\u660e\u7d30\u306e\u539f\u672c\u3068\u3001\u7f6e\u304b\u308c\u305f\u65e5\u6642\u30fb\u56fd\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u8868\u3001\u30ad\u30fc\u3068\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u3001\u4fe1\u983c\u5ea6\uff09\u3068 `JobId`\n- Claude \u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u4f7f\u3063\u305f\u6307\u793a\u306e\u7248\n- \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f\u5370\u3068\u3001\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u898f\u7a0b\u306e\u8868\u30fb\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u7248\n- **\u62c5\u5f53\u8005\u304c\u6848\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u884c\u3092\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u3048\u305f\u304b\n- \u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u305f\u884c\u3068\u3001\u8db3\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u3067\u300c\u898f\u7a0b\u306e\u8868\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u7a0b\u304c\u5e74\u306e\u9014\u4e2d\u3067\u6539\u5b9a\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6539\u5b9a\u306e\u524d\u306e\u6708\u306e\u652f\u7d66\u3092\u3001\u6539\u5b9a\u306e\u5f8c\u306e\u8868\u3067\u7167\u5408\u3057\u76f4\u3059\u3068\u3001**\u6b63\u3057\u304b\u3063\u305f\u652f\u7d66\u306b\u5370\u304c\u4ed8\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u660e\u7d30\u304b\u3089\u3001\u56fd\u306e\u9055\u304620\u540d\u5206\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u540d\u306f\u3001\u624b\u5f53\u306e\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u5206\u304b\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u5f53\u6642\u306e\u53f0\u5e33\u306e\u884c\u3092\u7528\u610f\u3059\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u30011\u540d\u5206\u306e\u660e\u7d30\u306e\u753b\u50cf\u3068\u3001\u672c\u793e\u306e\u8cbb\u76ee\u306e\u4e00\u89a7\u3092\u8cbc\u308b\n4. \u300c\u3053\u306e\u7d66\u4e0e\u660e\u7d30\u306e\u884c\u3092\u3001\u672c\u793e\u306e\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u4f55\u306e\u624b\u5f53\u304b\u5206\u304b\u3089\u306a\u3044\u884c\u306f\u63a8\u6e2c\u305b\u305a\u300e\u4e0d\u660e\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u984d\u306f\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7d50\u679c\u3092\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u884c\u3068\u898b\u6bd4\u3079\u308b\n\n**\u7d44\u3080\u524d\u306b\u3001\u8cbb\u76ee\u306e\u5f53\u3066\u306f\u3081\u304c\u3069\u3053\u307e\u3067\u5f53\u305f\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u53f0\u5e33\u3068\u307b\u307c\u540c\u3058\u5f53\u3066\u306f\u3081\u304c\u51fa\u305f | **Textract \u3068\u7167\u5408\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u5206\u304b\u3089\u306a\u3044\u884c\u3092\u91d1\u984d\u304b\u3089\u63a8\u6e2c\u3057\u3066\u5f53\u3066\u306f\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u56fd\u306b\u3088\u3063\u3066\u5f53\u3066\u306f\u3081\u304c\u5927\u304d\u304f\u5916\u308c\u308b | **\u305d\u306e\u56fd\u306e\u5bfe\u5fdc\u8868\u3092\u5148\u306b\u4f5c\u308b** |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u305d\u306e\u56fd\u306e\u660e\u7d30\u306e\u9805\u76ee\u540d\u3092\u4e00\u5ea6\u3059\u3079\u3066\u66f8\u304d\u51fa\u3057\u3001\u672c\u793e\u306e\u8cbb\u76ee\u3068\u306e\u5bfe\u5fdc\u3092\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002** \u305d\u306e\u8868\u304c\u3042\u308c\u3070\u3001AI\u306b\u805e\u304f\u884c\u306f\u5927\u304d\u304f\u6e1b\u308a\u307e\u3059\u3002","minimal_setup_short":"\u660e\u7d30\u306e\u753b\u50cf\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3055\u305b\u308b \uff0f 1\u540d\u3054\u3068\u306e\u5f53\u3066\u306f\u3081\u306e\u8a66\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bTextract \u306eAPI\u3067\u660e\u7d30\u3092\u8aad\u307f\u3001Claude \u3067\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3066\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u8cbb\u76ee\u306e\u305d\u308d\u3048","full_setup":"\u4e0a\u8a18\uff0bS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u63db\u7b97\u30fb\u691c\u7b97\u30fb\u898f\u7a0b\u3068\u524d\u6708\u3068\u306e\u7167\u5408\u3092\u898f\u5247\u3067\u884c\u3044\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u307e\u3067\u53f0\u5e33\u306e\u6848\u306b\u6dfb\u3048\u308b \uff0f \u8ee2\u8a18\u3068\u7167\u5408\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** \u6708150\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef624\u5206\u304c14\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u8ee2\u8a18\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u63db\u7b97\u3068\u898f\u7a0b\u306e\u7167\u5408\u306f\u62c5\u5f53\u8005\u304c\u8868\u3092\u898b\u306a\u304c\u3089\u884c\u3044\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30678\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u898f\u7a0b\u306e\u7167\u5408\u3068\u7167\u4f1a\u6587\u304c\u30011\u4ef6\u305a\u3064\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u7d66\u4e0e\u660e\u7d30\u306ePDF\u304c\u8aad\u3081\u306a\u3044 | **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u5bfe\u8c61\u5916\u3002** \u73fe\u5730\u3067\u4fdd\u8b77\u3092\u5916\u3057\u3066\u304b\u3089\u7f6e\u304f |\n| 2\u30da\u30fc\u30b8\u306e\u660e\u7d30\u304c\u8aad\u3081\u306a\u3044 | \u540c\u671f\u306e\u51e6\u7406\u306fPDF1\u30da\u30fc\u30b8\u307e\u3067\u3002**\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u4f7f\u3046** |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c\u7a7a | \u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u8fd4\u308b\u3002\u8868\u3068\u30ad\u30fc\u3068\u5024\u306e\u7d50\u679c\u3067\u88dc\u3044\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `unreadable` |\n| \u300cAllowance\u300d\u3060\u3051\u306e\u884c\u3092\u63a8\u6e2c\u3067\u5f53\u3066\u306f\u3081\u308b | \u6307\u793a\u3067\u7981\u3058\u3001`ambiguous` \u306b\u3059\u308b |\n| \u8aad\u3081\u306a\u3044\u984d\u3092\u9006\u7b97\u3067\u57cb\u3081\u308b | \u6307\u793a\u3067\u7981\u3058\u3001\u691c\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046 |\n| \u9694\u9031\u6255\u3044\u306e\u6708\u306e\u5408\u8a08\u304c\u305a\u308c\u308b | \u652f\u6255\u65e5\u3067\u306a\u304f\u671f\u9593\u3067\u6708\u306b\u5272\u308a\u5f53\u3066\u308b |\n| \u8d77\u52d5\u306e\u7e70\u308a\u8fd4\u3057\u304c\u8d77\u304d\u308b | \u8d77\u52d5\u3092\u53d7\u4ed8\u7528\u306e\u63a5\u982d\u8f9e\u306b\u9650\u308a\u3001\u7d50\u679c\u306f\u5225\u306e\u5834\u6240\u306b\u66f8\u304f |\n| \u7d50\u679c\u304c\u53d6\u308c\u306a\u304f\u306a\u308b | \u975e\u540c\u671f\u306e\u7d50\u679c\u306f7\u65e5\u3067\u53d6\u308a\u51fa\u305b\u306a\u304f\u306a\u308b\u3002\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3059\u308b |\n| \u59d4\u8a17\u5148\u304c\u66ff\u308f\u3063\u3066\u9805\u76ee\u540d\u304c\u4e00\u6589\u306b\u5909\u308f\u308b | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u884c\u304c\u6025\u306b\u5897\u3048\u305f\u3089\u3001\u56fd\u3054\u3068\u306b\u4f5c\u308a\u76f4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u660e\u7d30 | \u5bfe\u8c61\u5916\u3002\u62c5\u5f53\u8005\u304c\u624b\u3067\u5165\u308c\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u6700\u521d\u306e\u6708\u306b\u5fc5\u305a\u51fa\u308b\u5931\u6557\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u8aad\u307f\u53d6\u308a\u306e\u7cbe\u5ea6\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u660e\u7d30\u306e\u6e21\u3057\u65b9\u306e\u554f\u984c**\u3067\u3059\u3002\u73fe\u5730\u306e\u4eba\u4e8b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5148\u306b\u6e08\u307e\u305b\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8d74\u4efb\u8005\u306e\u6c0f\u540d\u3001\u793e\u54e1\u756a\u53f7\u3001\u7d66\u4e0e\u306e\u984d\u3001\u624b\u5f53\u3001\u7a0e\u984d\u3001\u793e\u4f1a\u4fdd\u967a\u3068\u5e74\u91d1\u306e\u756a\u53f7\u3001\u9280\u884c\u53e3\u5ea7\u3001\u5bb6\u65cf\u306e\u72b6\u6cc1\u3067\u3059\u3002**\u500b\u4eba\u306e\u51e6\u9047\u305d\u306e\u3082\u306e\u3067\u3001\u6700\u3082\u614e\u91cd\u306b\u6271\u3046\u7a2e\u985e\u306e\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8cbb\u76ee\u306e\u5f53\u3066\u306f\u3081\u306b\u5fc5\u8981\u306a\u9805\u76ee\u307e\u3067\u306b\u9650\u308b** \u2026 Claude \u306b\u6e21\u3059\u306e\u306f\u660e\u7d30\u306e\u884c\u306e\u540d\u524d\u3068\u984d\u3068\u4fe1\u983c\u5ea6\u3067\u3001**\u6c0f\u540d\u3001\u793e\u4f1a\u4fdd\u967a\u306e\u756a\u53f7\u3001\u53e3\u5ea7\u306e\u756a\u53f7\u306f\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\u3002** \u8d74\u4efb\u8005\u306f\u73fe\u5730\u306e\u793e\u54e1\u756a\u53f7\u3067\u7279\u5b9a\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5916\u3057\u305fPDF\u306e\u7f6e\u304d\u5834\u3092\u9650\u308b** \u2026 \u53d7\u4ed8\u306e\u5834\u6240\u306f\u56fd\u3054\u3068\u306b\u66f8\u304d\u8fbc\u307f\u306e\u6a29\u9650\u3092\u5206\u3051\u3001**\u8aad\u307f\u51fa\u305b\u308b\u306e\u306f\u6d77\u5916\u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u3068\u51e6\u7406\u306e\u95a2\u6570\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\u5916\u3057\u305fPDF\u3092\u30e1\u30fc\u30eb\u3067\u9001\u308b\u904b\u7528\u306b\u306f\u3057\u307e\u305b\u3093\n3. **\u56fd\u3092\u307e\u305f\u3050\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u79fb\u8ee2\u3092\u78ba\u304b\u3081\u308b** \u2026 \u73fe\u5730\u306e\u500b\u4eba\u30c7\u30fc\u30bf\u3092\u65e5\u672c\u306e\u672c\u793e\u3067\u6271\u3046\u3053\u3068\u3001AWS \u306e\u3069\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u51e6\u7406\u3059\u308b\u304b\u306f\u3001**\u73fe\u5730\u306e\u6cd5\u4ee4\u3068\u793e\u5185\u306e\u898f\u7a0b\u3067\u78ba\u304b\u3081\u3066\u304b\u3089**\u6c7a\u3081\u307e\u3059\n4. **\u7a0e\u984d\u306e\u6b63\u3057\u3055\u3092\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u660e\u7d30\u306b\u66f8\u304b\u308c\u305f\u984d\u3068\u898f\u7a0b\u306e\u984d\u306e\u98df\u3044\u9055\u3044\u3060\u3051\u3067\u3059\u3002**\u73fe\u5730\u306e\u7a0e\u984d\u3084\u793e\u4f1a\u4fdd\u967a\u6599\u306e\u8a08\u7b97\u304c\u6b63\u3057\u3044\u304b\u306f\u3001\u73fe\u5730\u306e\u7a0e\u52d9\u306e\u5c02\u9580\u5bb6\u304c\u898b\u307e\u3059**\n5. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u7167\u4f1a\u6587\u306f\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u3001\u62c5\u5f53\u8005\u304c\u9001\u308a\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aad\u3081\u306a\u304b\u3063\u305f\u984d\u3092\u8aad\u3081\u305f\u3053\u3068\u306b\u3059\u308b\u3053\u3068\u3068\u3001\u898f\u7a0b\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u9006\u7b97\u3067\u306e\u88dc\u5b8c\u3092\u8a31\u3059\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u6bd4\u8f03\u3092AI\u306b\u4efb\u305b\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u8a2d\u8a08\u306e\u5206\u3051\u65b9\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u82f1\u8a9e\u3067\u7d66\u4e0e\u660e\u7d30\u3092\u51fa\u3059\u56fd\uff08\u7c73\u56fd\u30fb\u82f1\u56fd\u30fb\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u30fb\u30a4\u30f3\u30c9\u30fb\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u306a\u3069\uff09\u306b\u73fe\u5730\u6cd5\u4eba\u3092\u6301\u3061\u3001\u6d77\u5916\u8d74\u4efb\u8005\u304c\u6570\u5341\u540d\u304b\u3089\u6570\u767e\u540d\u3044\u308b\u88fd\u9020\u696d\u30fb\u5546\u793e\u30fbIT\u4f01\u696d\u3002\u73fe\u5730\u6cd5\u4eba\u306e\u7d66\u4e0e\u8a08\u7b97\u306e\u7d50\u679c\u304cPDF\u306e\u7d66\u4e0e\u660e\u7d30\u3060\u3051\u3067\u672c\u793e\u306b\u5c4a\u304d\u3001\u672c\u793e\u306e\u4eba\u4e8b\u304c\u8d74\u4efb\u8005\u7d66\u4e0e\u306e\u53f0\u5e33\u3078\u624b\u3067\u8ee2\u8a18\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u3067\u624b\u5f53\u306e\u984d\u3084\u652f\u7d66\u306e\u6761\u4ef6\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u73fe\u5730\u3067\u652f\u7d66\u3055\u308c\u305f\u984d\u3068\u306e\u7167\u5408\u304c\u62c5\u5f53\u8005\u306e\u76ee\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3063\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u4f7f\u3048\u308b\u5834\u5408\u3002","not_recommended_for":"\u7d66\u4e0e\u660e\u7d30\u304c\u65e5\u672c\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u30fb\u30bf\u30a4\u8a9e\u306a\u3069\u82f1\u8a9e\u4ee5\u5916\u3067\u51fa\u308b\u56fd\u306e\u73fe\u5730\u6cd5\u4eba\uff08AWS Textract \u306f\u65e5\u672c\u8a9e\u306a\u3069\u3092\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u73fe\u5730\u6cd5\u4eba\u306e\u7d66\u4e0e\u8a08\u7b97\u306e\u4ed5\u7d44\u307f\u304b\u3089\u672c\u793e\u3078\u660e\u7d30\u306e\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u306f\u8981\u308a\u307e\u305b\u3093\uff09\u3002\u8d74\u4efb\u8005\u304c\u6570\u540d\u3067\u3001\u6bce\u6708\u306e\u7167\u5408\u304c\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u73fe\u5730\u306e\u7a0e\u984d\u3084\u793e\u4f1a\u4fdd\u967a\u6599\u304c\u6b63\u3057\u304f\u8a08\u7b97\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u7a0e\u91d1\u306e\u8ca0\u62c5\u3092\u672c\u793e\u3068\u672c\u4eba\u3067\u3069\u3046\u5206\u3051\u308b\u304b\u306f\u3001\u73fe\u5730\u306e\u7a0e\u52d9\u306e\u5c02\u9580\u5bb6\u3068\u898f\u7a0b\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u305d\u308c\u3092\u4ee3\u308f\u308a\u306b\u5224\u65ad\u3057\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u56fd\u3054\u3068\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n5\u304b\u56fd\u306e\u660e\u7d30\u30921\u679a\u305a\u3064\u53d6\u308a\u51fa\u3057\u3001**\u9805\u76ee\u540d\u3092\u3059\u3079\u3066\u66f8\u304d\u51fa\u3057\u3066\u3001\u672c\u793e\u306e\u8cbb\u76ee\u3068\u306e\u5bfe\u5fdc\u3092\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u73fe\u5730\u306e\u4eba\u4e8b\u306b\u300c\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5916\u3057\u3066\u53d7\u4ed8\u306e\u5834\u6240\u306b\u7f6e\u304f\u300d\u904b\u7528\u3092\u76f8\u8ac7\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u540d\u5206\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u660e\u7d30\u304b\u308920\u540d\u5206\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u8cbb\u76ee\u306b\u5f53\u3066\u306f\u3081\u3055\u305b\u307e\u3059\u3002**\u5206\u304b\u3089\u306a\u3044\u884c\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u8aad\u3081\u306a\u3044\u984d\u3092\u9006\u7b97\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1aTextract \u3067\u8aad\u3080**\n\nS3 \u3068 Textract \u306e\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u3064\u306a\u304e\u300120\u540d\u5206\u3092\u8aad\u307f\u307e\u3059\u3002**\u8868\u3068\u30ad\u30fc\u3068\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c\u3001\u660e\u7d30\u306e\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b**\u3092\u56fd\u3054\u3068\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53f0\u5e33\u306e\u6848\u307e\u3067\u51fa\u3059**\n\nClaude \u3067\u306e\u5f53\u3066\u306f\u3081\u3068\u691c\u7b97\u307e\u3067\u3092\u3064\u306a\u304e\u3001\u53f0\u5e33\u306e\u6848\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u898f\u7a0b\u306e\u7167\u5408\u3092\u5165\u308c\u305a\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u884c\u3092\u6570\u3048\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u898f\u7a0b\u306e\u624b\u5f53\u306e\u8868\u3068\u8d74\u4efb\u8005\u306e\u60c5\u5831\u3092\u8aad\u307f\u8fbc\u307f\u3001\u898f\u7a0b\u306e\u7167\u5408\u3068\u524d\u6708\u3068\u306e\u6bd4\u8f03\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef624\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5bfe\u5fdc\u8868\u3067\u5f53\u305f\u3089\u306a\u3044\u884c\u304c\u6708\u306b\u6570\u884c\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0530","UC-0454","UC-0507","UC-0007"],"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":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3042\u308b\u3053\u3068\u3002\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3001\u7e26\u66f8\u304d\u306f\u5bfe\u8c61\u5916\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u66f8\u985e\u306e\u307f\u3002\u5bfe\u5fdc\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u306ePDF\u306f\u5bfe\u8c61\u5916\u3002\u540c\u671f\u306fPDF1\u30da\u30fc\u30b8\u30fb10MB\u3001\u975e\u540c\u671f\u306fPDF500MB\u30fb3,000\u30da\u30fc\u30b8\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u5bfe\u8c61\u5916\u3002\u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3002\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u540c\u671f\u30671\u30da\u30fc\u30b815\u500b\u3001\u975e\u540c\u671f\u306730\u500b\u307e\u3067 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-07 |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c `QUERY`\uff0f`QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u308a\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068\u3002\u5225\u540d\uff08Alias\uff09\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-07 |\n| \u8868\u306e\u6a5f\u80fd\u304c\u30bb\u30eb\u3001\u7d50\u5408\u30bb\u30eb\u3001\u5217\u306e\u898b\u51fa\u3057\u3001\u30bf\u30a4\u30c8\u30eb\u3001\u30d5\u30c3\u30bf\u30fc\u3001\u5408\u8a08\u306e\u30bb\u30eb\uff08`TABLE_SUMMARY`\uff09\u306a\u3069\u3092\u898b\u5206\u3051\u308b\u3053\u3068\u3002`FeatureTypes` \u3067\u6307\u5b9a\u3059\u308b\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-07 |\n| \u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u304c `KEY_VALUE_SET` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001`FORMS` \u3067\u6307\u5b9a\u3059\u308b\u3053\u3068\u3002\u30ad\u30fc\u3068\u5024\u306b\u540c\u3058\u4fe1\u983c\u5ea6\u304c\u8fd4\u308b\u3053\u3068 | [AWS: Form Data (Key-Value Pairs)](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-kvp.html) | 2026-10-07 |\n| \u975e\u540c\u671f\u306e\u51e6\u7406\u304c `StartDocumentAnalysis` \u3068 `GetDocumentAnalysis` \u3067\u3001\u5b8c\u4e86\u304c Amazon SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002\u7d50\u679c\u304c\u65e2\u5b9a\u30677\u65e5\u9593\u4fdd\u5b58\u3055\u308c\u308b\u3053\u3068 | [AWS: Calling Amazon Textract Asynchronous Operations](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/api-async.html) | 2026-10-07 |\n| S3 \u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u3067 Lambda \u3092\u8d77\u52d5\u3067\u304d\u308b\u3053\u3068\u3002\u8d77\u52d5\u3057\u305f\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3067\u7e70\u308a\u8fd4\u3057\u304c\u8d77\u304d\u3046\u308b\u305f\u3081\u3001\u30d0\u30b1\u30c3\u30c8\u3092\u5206\u3051\u308b\u304b\u53d7\u4ed8\u7528\u306e\u63a5\u982d\u8f9e\u306b\u9650\u308b\u3053\u3068 | [AWS: Process Amazon S3 event notifications with Lambda](https:\/\/docs.aws.amazon.com\/lambda\/latest\/dg\/with-s3.html) | 2026-10-07 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u306e `json_schema` \u3067\u6307\u5b9a\u3059\u308b\u3053\u3068\u3002\u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-07 |\n\n**\u624b\u5f53\u306e\u984d\u3068\u652f\u7d66\u306e\u6761\u4ef6\u306f\u3001\u81ea\u793e\u306e\u6d77\u5916\u8d74\u4efb\u898f\u7a0b\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u73fe\u5730\u306e\u7a0e\u984d\u30fb\u793e\u4f1a\u4fdd\u967a\u6599\u306e\u8a08\u7b97\u3068\u3001\u56fd\u3092\u307e\u305f\u3050\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306f\u3001\u73fe\u5730\u306e\u5c02\u9580\u5bb6\u3068\u81ea\u793e\u306e\u898f\u7a0b\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \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":[25,28,18],"uc_department":[43,42],"uc_task":[56,60],"uc_issue":[67,70,72],"uc_effect":[83,80,78],"uc_ai_function":[93],"class_list":["post-14630","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-it-saas","uc_industry-trading","uc_industry-manufacturing","uc_department-hr","uc_department-finance-dept","uc_task-data-entry","uc_task-review-check","uc_issue-too-much-entry","uc_issue-person-dependent","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-deskilling","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14630","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\/14630\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14630"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14630"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14630"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14630"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14630"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14630"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14630"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14630"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14630"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}