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Litres\u300d\u300cLPA\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u306b\u5f93\u3044\u3001**\u7565\u53f7\u3060\u3051\u306a\u3089\u5bfe\u5fdc\u8868\u306b\u5f93\u3044\u3001\u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u6c7a\u3081\u307e\u305b\u3093\u3002**\n\n**\u6a3d\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3082\u3001\u5bfe\u5fdc\u8868\u306b1\u5217\u6301\u305f\u305b\u307e\u3059\u3002** 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|\n\n**\u554f\u3044\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002** \u82f1\u56fd\u306e\u660e\u7d30\u306f\u82f1\u8a9e\u306a\u306e\u3067\u4f7f\u3048\u307e\u3059\u3002\u554f\u3044\u306f\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u30681\u30da\u30fc\u30b8\u76ee\u306b\u3057\u304b\u5f53\u305f\u308a\u307e\u305b\u3093\u304c\u3001**\u53e3\u5ea7\u756a\u53f7\u3068\u660e\u7d30\u306e\u671f\u9593\u306f1\u30da\u30fc\u30b8\u76ee\u306e\u4e0a\u306b\u66f8\u304b\u308c\u308b\u306e\u3067\u3001\u3042\u3048\u30661\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u307e\u3059\u3002** \u3059\u3079\u3066\u306e\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b\u3068\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u540c\u3058\u7b54\u3048\u304c\u8fd4\u308a\u3001\u7167\u3089\u3059\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002\n\n**\u540c\u3058 `ClientRequestToken` \u3067\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308c\u3070\u3001\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u6e21\u3057\u3066\u304a\u3051\u3070\u3001Lambda \u304c\u518d\u8a66\u884c\u3057\u3066\u3082\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3092\u4e8c\u5ea6\u8aad\u307e\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**`JobId` \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001** \u7d50\u679c\u306f\u53d6\u3063\u305f\u6642\u70b9\u3067 S3 \u306b\u6b8b\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u306e\u3044\u305a\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u5f62\u5f0f\u306e PDF \u306f\u8aad\u3081\u306a\u3044\u306e\u3067\u3001\u5370\u5237\u3057\u76f4\u3057\u305f PDF \u3092\u983c\u307f\u307e\u3059**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305f PDF \u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\u89e3\u9664\u3057\u305f\u7248\u3092\u4fdd\u7ba1\u696d\u8005\u306b\u983c\u307f\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u306e\u5927\u304d\u3055** \u2026 PDF \u306e\u7e26\u6a2a\u306f40\u30a4\u30f3\u30c1\u30fb9,000\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u3067\u3059\u3002\u8868\u8a08\u7b97\u306e\u30bd\u30d5\u30c8\u304b\u3089\u6a2a\u9577\u306b\u66f8\u304d\u51fa\u3057\u305f\u660e\u7d30\u306f\u3001\u3053\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308b\u304b\u3092\u898b\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\uff08150 DPI \u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u304c\u4e0b\u9650\u3067\u3059\u3002**1\u30da\u30fc\u30b8\u306b\u591a\u304f\u306e\u884c\u3092\u8a70\u3081\u305f\u660e\u7d30\u306f\u3001\u6587\u5b57\u304c\u5c0f\u3055\u304f\u306a\u308a\u304c\u3061\u3067\u3059**\n5. **\u7d44\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u53e3\u5ea7\u30fb\u540c\u3058\u6708\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u7247\u65b9\u3060\u3051\u306a\u3089\u7167\u5408\u3092\u5f85\u3061\u307e\u3059**\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u53e3\u5ea7\u3068\u660e\u7d30\u306e\u671f\u9593\u304c\u540c\u3058\u3082\u306e\u306f\u91cd\u8907\u3068\u3057\u3066\u5916\u3057\u307e\u3059\u3002**\u5dee\u3057\u66ff\u3048\u306e\u7248\u304c\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u6b8b\u3057\u3066\u4eba\u304c\u9078\u3073\u307e\u3059**\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5c0f\u3055\u306a\u6587\u5b57\u306e\u300c3\u300d\u3068\u300c8\u300d\u306e\u8aad\u307f\u9055\u3044\u306f\u3001**\u6a3d\u756a\u53f7\u306a\u3089\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u3068\u3057\u3066\u3001\u91cf\u306a\u3089\u5927\u304d\u306a\u6e1b\u308a\u3068\u3057\u3066\u51fa\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u691c\u7b97\u3067\u62fe\u3048\u308b\u4ed5\u7d44\u307f\u3092\u5f8c\u6bb5\u306b\u7f6e\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u5143\u306e\u753b\u50cf\u306e\u8cea\u304c\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u5217\u306e\u898b\u51fa\u3057\u30fb\u4fe1\u983c\u5ea6\u30fb\u30da\u30fc\u30b8\u306e\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5217\u306e\u5bfe\u5fdc\u3001\u691c\u7b97\u3001\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u91cf\u306e\u6e1b\u308a\u65b9\u3001\u6599\u91d1\u306e\u7167\u5408\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5f8c\u306b Python \u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u3069\u3053\u304b\u3089 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u53e3\u5ea7\u756a\u53f7\u30fb\u660e\u7d30\u306e\u671f\u9593 | \u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u30d5\u30a9\u30fc\u30e0 | \u7a7a\u306a\u3089\u53f0\u5e33\u3068\u6599\u91d1\u8868\u3092\u9078\u3079\u305a `needs_review` |\n| \u6a3d\u756a\u53f7 | \u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `needs_review`\u3002**\u524d\u5f8c\u306e\u884c\u304b\u3089\u88dc\u308f\u306a\u3044** |\n| \u539f\u6db2\u306e\u91cf\u30fb\u5ea6\u6570\u30fb\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf | \u8868\u306e\u30bb\u30eb | \u5217\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7167\u3089\u3055\u306a\u3044\u3002**`needs_review`** |\n| \u8a70\u3081\u305f\u65e5\u30fb\u518d\u8a08\u91cf\u306e\u65e5 | \u8868\u306e\u30bb\u30eb | \u65e5\u4ed8\u3068\u3057\u3066\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8acb\u6c42\u306e\u884c\uff08\u6570\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\uff09 | \u8acb\u6c42\u66f8\u306e\u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `missing`\u3002**0\u3068\u306f\u307f\u306a\u3055\u306a\u3044** |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91cf\u306e\u5217\u306e\u7a2e\u985e\u306e\u63a8\u6e2c | \u539f\u6db2\u306e\u91cf\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u306e\u53d6\u308a\u9055\u3048\u306f\u3001\u5728\u5eab\u304c\u534a\u5206\u306b\u898b\u3048\u308b\u8aa4\u308a\u306b\u306a\u308b |\n| \u6a3d\u756a\u53f7\u306e\u88dc\u5b8c | \u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u308b\u3068\u3001\u629c\u3051\u305f\u6a3d\u304c\u898b\u3048\u306a\u304f\u306a\u308b |\n| \u91cf\u306e\u6e1b\u308a\u65b9\u306e\u826f\u3057\u60aa\u3057\u306e\u5224\u65ad | \u6a3d\u306e\u7a2e\u985e\u30fb\u5009\u5eab\u30fb\u5e74\u6570\u3067\u9055\u3046\u3002\u81ea\u793e\u3067\u6c7a\u3081\u305f\u5e45\u3067\u5370\u3092\u4ed8\u3051\u308b\u3060\u3051 |\n| \u6a3d\u306e\u4fa1\u5024\u306e\u8a55\u4fa1 | \u719f\u6210\u306e\u9032\u307f\u65b9\u3068\u5e02\u6cc1\u3067\u6c7a\u307e\u308b |\n| \u652f\u6255\u306e\u53ef\u5426\u306e\u6c7a\u5b9a | \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cLitres\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u5217\u3092\u3001\u96a3\u306e\u5217\u3068\u540c\u3058\u7a2e\u985e\u3060\u3068\u6c7a\u3081\u3064\u3051\u308b\u3068\u3001**\u691c\u7b97\u304c\u5408\u308f\u306a\u3044\u307e\u307e\u53f0\u5e33\u306e\u5024\u304c\u66f8\u304d\u63db\u308f\u308a\u3001\u91cf\u304c\u6025\u306b\u6e1b\u3063\u305f\u6a3d\u304c\u4e26\u3073\u307e\u3059\u3002**","prompt_example":"\u6587\u66f8\u306e\u89e3\u6790\u305d\u306e\u3082\u306e\u306b\u306f\u6307\u793a\u3092\u66f8\u304f\u5834\u6240\u304c\u3042\u308a\u307e\u305b\u3093\u3002**AWS Textract \u306b\u6e21\u3059\u306e\u306f\u6587\u66f8\u3068\u554f\u3044\uff08Queries\uff09\u3067\u3001\u5224\u5b9a\u306e\u6307\u793a\u306b\u3042\u305f\u308b\u3082\u306e\u306f\u8aad\u307f\u53d6\u3063\u305f\u5f8c\u306e\u898f\u5247\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002** \u554f\u3044\u306f\u660e\u7d30\u306e1\u30da\u30fc\u30b8\u76ee\u306b\u5f53\u3066\u308b\u6b21\u306e4\u3064\u3067\u3059\u3002\n\n```\n\u3010\u554f\u3044\uff08Queries\u3002\u660e\u7d30\u306e1\u30da\u30fc\u30b8\u76ee\uff09\u3011\n1. Alias: ACCOUNT_NO    Text: What is the account number?\n2. Alias: PERIOD_FROM   Text: What is the statement start date?\n3. Alias: PERIOD_TO     Text: What is the statement end date?\n4. Alias: CUSTOMER      Text: What is the customer name?\n```\n\n```\n\u3010\u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u5024\u304c\u7a7a\u306e\u9805\u76ee\u306f missing \u3068\u3059\u308b\u30020 \u3084\u524d\u306e\u884c\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u5024\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. \u5217\u306e\u898b\u51fa\u3057\u306f\u3001\u305d\u306e\u4fdd\u7ba1\u696d\u8005\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u5171\u901a\u306e\u9805\u76ee\n   \uff08cask_no, distillery, cask_type, fill_date, bulk_litres, abv,\n     litres_alcohol, regauge_date, location\uff09\u306b\u76f4\u3059\u3002\n   \u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u306f unknown_column \u3068\u3059\u308b\u3002\n4. \u91cf\u306e\u5217\u306e\u7a2e\u985e\u306f\u3001\u898b\u51fa\u3057\u306e\u8a9e\u3001\u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\n   \u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7167\u3089\u3055\u305a needs_review \u3068\u3059\u308b\u3002\n5. \u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u5217\u306e\u898b\u51fa\u3057\u306e\u884c\u306f\u3001\u6a3d\u306e\u884c\u3068\u3057\u3066\u6570\u3048\u306a\u3044\u3002\n6. bulk_litres \u00d7 abv \u00f7 100 \u3068 litres_alcohol \u306e\u5dee\u304c\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089\n   calc_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u306e\u5024\u3082\u76f4\u3055\u306a\u3044\u3002\n7. \u6a3d\u306e\u884c\u306e litres_alcohol \u306e\u5408\u8a08\u3068\u3001\u5408\u8a08\u306e\u884c\u306e\u5024\u304c\u5408\u308f\u306a\u3051\u308c\u3070\n   total_mismatch \u3068\u3059\u308b\u3002\n8. \u6a3d\u756a\u53f7\u306f\u3001\u5bfe\u5fdc\u8868\u306e\u66f8\u304d\u65b9\u3067\u53f0\u5e33\u306e\u756a\u53f7\u306b\u76f4\u3057\u3066\u304b\u3089\u7167\u3089\u3059\u3002\n   \u76f4\u305b\u306a\u3044\u756a\u53f7\u306f unknown_cask \u3068\u3057\u3001\u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u306a\u3044\u3002\n9. \u8acb\u6c42\u306e\u884c\u306f\u3001\u6599\u91d1\u8868\u306e\u6a3d\u306e\u7a2e\u985e\u30fb\u6570\u3048\u65b9\u30fb\u5358\u4fa1\u3067\u91d1\u984d\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\n   \u5dee\u304c\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 rate_diff \u3068\u3059\u308b\u3002\n10. \u4f5c\u696d\u6599\u306e\u884c\u306f\u3001\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306e\u6a3d\u756a\u53f7\u3068\u4f5c\u696d\u306e\u7a2e\u985e\u3067\u7167\u3089\u3057\u3001\n    \u8a18\u9332\u306b\u7121\u3051\u308c\u3070 not_ordered \u3068\u3059\u308b\u3002\n```\n\n**4\u756a\u76ee\u30688\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7f60\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u305f\u3076\u3093\u3053\u308c\u3060\u308d\u3046\u300d\u3067\u57cb\u3081\u305f\u304f\u306a\u308b\u7b87\u6240\u3067\u3001**\u57cb\u3081\u305f\u77ac\u9593\u306b\u3001\u8aa4\u3063\u305f\u5024\u304c\u53f0\u5e33\u307e\u3067\u901a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3089\u306a\u3044\u660e\u7d30\u306f\u3001\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u305b\u3070\u7fcc\u6708\u304b\u3089\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u5024\u3092\u76f4\u3055\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u691c\u7b97\u304c\u5408\u308f\u306a\u3044\u3068\u304d\u3001\u539f\u56e0\u306f\u8aad\u307f\u9055\u3044\u306e\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u660e\u7d30\u306e\u5074\u306e\u8aa4\u308a\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u304b\u306f\u753b\u50cf\u3092\u898b\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","output_data":"**\u6b21\u306e\u5f62\u306e JSON \u3067\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"warehouse_code\": \"WK-03\",\n  \"account_no\": \"\",\n  \"period\": { \"from\": \"2026-09-01\", \"to\": \"2026-09-30\" },\n  \"casks\": [\n    { \"cask_no_raw\": \"\", \"cask_no\": \"\", \"cask_type\": \"hogshead\",\n      \"fill_date\": \"2019-04-11\", \"bulk_litres\": 0, \"abv\": 0, \"litres_alcohol\": 0,\n      \"regauge_date\": \"\", \"loss_pct_per_year\": 0,\n      \"status\": \"ok | missing_on_statement | unknown_cask | transferred | calc_mismatch | needs_review\",\n      \"confidence\": 0, \"page\": 1 }\n  ],\n  \"totals\": { \"litres_alcohol_rows\": 0, \"litres_alcohol_summary\": 0, \"check\": \"ok | total_mismatch\" },\n  \"invoice_lines\": [\n    { \"item\": \"storage | insurance | regauge | sampling | transfer\", \"cask_type\": \"\",\n      \"qty\": 0, \"unit_price\": 0, \"amount\": 0, \"expected_amount\": 0,\n      \"status\": \"match | rate_diff | count_diff | not_ordered | needs_review\" }\n  ],\n  \"verdict\": \"clear | query_warehouse | needs_review\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5143\u306e\u6a3d\u756a\u53f7\u3068\u76f4\u3057\u305f\u6a3d\u756a\u53f7\u3092\u4e26\u3079\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `cask_no_raw` \u3068 `cask_no` \u304c\u4e26\u3093\u3067\u3044\u308c\u3070\u3001**\u3069\u306e\u66f8\u304d\u65b9\u3092\u3069\u3046\u8aad\u307f\u66ff\u3048\u305f\u304b\u3092\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5728\u5eab\u3068\u8acb\u6c42\u30921\u3064\u306e\u7167\u5408\u8868\u3067\u898b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u6a3d\u306e\u6570\u304c\u660e\u7d30\u3068\u53f0\u5e33\u3067\u5408\u308f\u306a\u3051\u308c\u3070\u3001**\u4fdd\u7ba1\u6599\u306e\u6570\u3082\u5408\u308f\u306a\u3044\u306f\u305a\u3067\u3001** 2\u3064\u306e\u5dee\u3092\u4e26\u3079\u308b\u3068\u554f\u3044\u5408\u308f\u305b\u30921\u901a\u306b\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| \u3059\u3079\u3066\u306e\u6a3d\u304c `ok`\u3001\u3059\u3079\u3066\u306e\u8acb\u6c42\u306e\u884c\u304c `match` | `clear` |\n| `missing_on_statement`\u30fb`unknown_cask`\u30fb`rate_diff`\u30fb`count_diff`\u30fb`not_ordered` \u304c\u3042\u308b | `query_warehouse` |\n| `needs_review`\u30fb`unreadable`\u30fb`calc_mismatch`\u30fb`total_mismatch` \u304c\u3042\u308b | `needs_review` |\n\n**`transferred` \u306f `clear` \u3092\u59a8\u3052\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306b\u79fb\u3057\u66ff\u3048\u306e\u4e88\u5b9a\u304c\u3042\u308b\u6a3d\u304c\u3001\u79fb\u3057\u5148\u306e\u53e3\u5ea7\u306e\u660e\u7d30\u306b\u8f09\u3063\u3066\u3044\u308c\u3070\u3001**\u6b63\u3057\u304f\u52d5\u3044\u305f\u6a3d\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | Amazon S3 \u306e\u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8 | Lambda \u3092\u8d77\u52d5\u3059\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306e API \u547c\u3073\u51fa\u3057 | \u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306e\u8868\u30fb\u9805\u76ee\u30fb\u554f\u3044\u306e\u8aad\u307f\u53d6\u308a |\n| Amazon SNS | \u5b8c\u4e86\u306e\u77e5\u3089\u305b | \u72b6\u614b\u3092\u78ba\u304b\u3081\u3066\u7d50\u679c\u3092\u53d6\u308b |\n| \u6a3d\u3054\u3068\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6a3d\u756a\u53f7\u3001\u6a3d\u306e\u7a2e\u985e\u3001\u524d\u56de\u306e\u91cf |\n| \u5217\u306e\u5bfe\u5fdc\u8868\u30fb\u6599\u91d1\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u5217\u306e\u610f\u5473\u3001\u6599\u91d1\u3068\u6570\u3048\u65b9 |\n| \u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u4f9d\u983c\u3057\u305f\u4f5c\u696d |\n| \u7167\u5408\u8868 | \u5224\u5b9a\u306e\u66f8\u304d\u51fa\u3057 | \u5728\u5eab\u306e\u98df\u3044\u9055\u3044\u3068\u6599\u91d1\u306e\u5dee |\n\n**\u6a3d\u3054\u3068\u306e\u53f0\u5e33\u306b\u306f\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5217\u3092\u53d6\u308a\u9055\u3048\u305f\u5024\u304c\u53f0\u5e33\u306b\u5165\u308b\u3068\u3001**\u7fcc\u6708\u304b\u3089\u305d\u306e\u6a3d\u306e\u91cf\u306e\u6e1b\u308a\u65b9\u304c\u3059\u3079\u3066\u72c2\u3044\u307e\u3059\u3002** \u518d\u8a08\u91cf\u306e\u5024\u306f\u3001\u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u6599\u91d1\u8868\u3082\u8aad\u3080\u3060\u3051\u3067\u3001\u5909\u3048\u308b\u306e\u306f\u8cfc\u8cb7\u90e8\u3067\u3059\u3002\n\n**\u652f\u6255\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u7167\u5408\u8868\u306f\u652f\u6255\u306e\u5224\u65ad\u306e\u6750\u6599\u3067\u3001**\u652f\u6255\u3046\u304b\u3069\u3046\u304b\u306f\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `clear` \u4ee5\u5916\u306e\u53e3\u5ea7\u3060\u3051\u3067\u3059\u3002** `clear` \u306e\u53e3\u5ea7\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7d4c\u7406\u306b\u56de\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e4.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u91cf\u306e\u5217\u306e\u7a2e\u985e\u3001\u691c\u7b97\u306e\u5408\u308f\u306a\u3044\u6a3d\u3001\u5408\u8a08\u306e\u5408\u308f\u306a\u3044\u660e\u7d30\u3092\u3001\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u66f8\u304d\u65b9\u306f\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059**\n2. **`missing_on_statement` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u53f0\u5e33\u306b\u3042\u3063\u3066\u660e\u7d30\u306b\u7121\u3044\u6a3d\u304c\u3001\u58f2\u3063\u305f\u6a3d\u306e\u5f15\u304d\u6e21\u3057\u304b\u3001\u79fb\u3057\u66ff\u3048\u304b\u3001\u672c\u5f53\u306e\u629c\u3051\u304b\u3092\u3001\u53f0\u5e33\u306e\u4e88\u5b9a\u3068\u7167\u3089\u3057\u307e\u3059\n3. **\u6599\u91d1\u306e\u5dee\u3092\u78ba\u304b\u3081\u308b** \u2026 `rate_diff` \u3068 `count_diff` \u306f\u3001\u6599\u91d1\u8868\u306e\u6570\u3048\u65b9\u306e\u53d6\u308a\u6c7a\u3081\u3092\u8aad\u307f\u76f4\u3057\u3066\u304b\u3089\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5370\u3092\u898b\u308b** \u2026 \u81ea\u793e\u306e\u5e45\u3092\u8d85\u3048\u305f\u6a3d\u306f\u3001\u518d\u8a08\u91cf\u306e\u5024\u306e\u8aad\u307f\u9055\u3044\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3001**\u672c\u5f53\u306b\u5927\u304d\u304f\u6e1b\u3063\u3066\u3044\u308c\u3070\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u6a3d\u306e\u72b6\u614b\u3092\u5c0b\u306d\u307e\u3059**\n\n**2\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u6a3d\u306e\u58f2\u8cb7\u3068\u5f15\u304d\u6e21\u3057\u306e\u6bb5\u53d6\u308a\u306f\u3001**\u53f0\u5e33\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7d04\u675f\u3067\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300124\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef610\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u66f8\u304d\u65b9\u304b\u3001\u6599\u91d1\u8868\u306e\u6570\u3048\u65b9\u306e\u5217\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305f PDF | \u8aad\u3081\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u7248\u3092\u983c\u3080** |\n| XFA \u5f62\u5f0f\u306e PDF | \u8aad\u3081\u306a\u3044\u3002\u5370\u5237\u3057\u76f4\u3057\u305f PDF \u3092\u983c\u3080 |\n| \u91cf\u306e\u5217\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002**\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u3059** |\n| \u691c\u7b97\u304c\u5408\u308f\u306a\u3044 | `calc_mismatch`\u3002\u5024\u3092\u76f4\u3055\u305a\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| \u5408\u8a08\u306e\u884c\u3068\u6a3d\u306e\u884c\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | `total_mismatch`\u3002\u30da\u30fc\u30b8\u306e\u629c\u3051\u304b\u8aad\u307f\u9055\u3044\u3092\u78ba\u304b\u3081\u308b |\n| \u6a3d\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | `unknown_cask`\u3002**\u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u306a\u3044** |\n| \u660e\u7d30\u3060\u3051\u5c4a\u304d\u3001\u8acb\u6c42\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u7167\u5408\u3092\u5f85\u3061\u3001\u671f\u65e5\u306e\u524d\u306b\u4fdd\u7ba1\u696d\u8005\u306b\u983c\u3080 |\n| \u6708\u306e\u9014\u4e2d\u3067\u6599\u91d1\u8868\u304c\u6539\u5b9a\u3055\u308c\u305f | \u6539\u5b9a\u65e5\u3067\u671f\u9593\u3092\u5206\u3051\u3066\u8a08\u7b97\u3057\u3001`rate_diff` \u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u660e\u7d30\u306b\u5bb9\u91cf\u306e\u5927\u304d\u306a\u6a3d\u306e\u7a2e\u985e\u304c\u66f8\u304b\u308c\u3066\u3044\u308b | \u6a3d\u306e\u7a2e\u985e\u3092\u5bfe\u5fdc\u8868\u3067\u78ba\u304b\u3081\u3001\u4eba\u306b\u56de\u3059 |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f\u3001\u307e\u305f\u306f `JobId` \u304c\u5207\u308c\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u8aad\u307f\u76f4\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u5927\u534a\u306f AI \u306e\u7cbe\u5ea6\u3067\u306f\u306a\u304f\u3001\u660e\u7d30\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u3068\u3001\u5bfe\u5fdc\u8868\u3068\u6599\u91d1\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**","log_storage":"- \u5143\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4fdd\u7ba1\u696d\u8005\u30fb\u53e3\u5ea7\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068 `JobId`\n- \u6a3d\u3054\u3068\u30fb\u8acb\u6c42\u306e\u884c\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5bfe\u5fdc\u8868\u30fb\u6599\u91d1\u8868\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6a3d\u306e\u3001\u3069\u306e\u5024\u3092\u3001\u3069\u3046\u8aad\u307f\u76f4\u3057\u305f\u304b\n- \u4fdd\u7ba1\u696d\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3068\u8fd4\u4e8b\u3001\u8acb\u6c42\u306e\u8a02\u6b63\u306e\u6709\u7121\n- \u518d\u8a08\u91cf\u306e\u5024\u306e\u5c65\u6b74\uff08\u6a3d\u3054\u3068\uff09\n- **\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e `needs_review` \u3068 `query_warehouse` \u306e\u4ef6\u6570**\n\n**6\u3064\u76ee\u3092\u7a4d\u307f\u91cd\u306d\u308b\u3068\u3001\u6a3d\u3054\u3068\u306e\u91cf\u306e\u6e1b\u308a\u65b9\u304c\u5e74\u3054\u3068\u306b\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u5009\u5eab\u3084\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u50be\u5411\u304c\u5206\u304b\u308c\u3070\u3001**\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5370\u306e\u5e45\u3092\u3001\u81ea\u793e\u306e\u5b9f\u7e3e\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u76f4\u305b\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":24,"assumption_workdays":20,"volume_month":24,"before_minutes_per_case":45,"after_minutes_per_case":10,"hourly_cost":3500,"before_hours_month":18,"after_hours_month":4,"saved_hours_month":14,"reduction_rate":78,"saved_hours_year":168,"annual_cost_effect":588000,"summary":"\u82f1\u56fd\u306e\u4fdd\u7ba1\u696d\u8005\u304b\u3089\u6bce\u6708\u5c4a\u304f\u6a3d\u306e\u5728\u5eab\u306e\u660e\u7d30\u3068\u4fdd\u7ba1\u6599\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u6a3d\u3054\u3068\u306e\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u5728\u5eab\u306e\u98df\u3044\u9055\u3044\u3068\u3001\u6599\u91d1\u8868\u30fb\u4f5c\u696d\u306e\u4f9d\u983c\u306b\u7167\u3089\u3057\u305f\u4fdd\u7ba1\u6599\u3068\u4f5c\u696d\u6599\u306e\u5dee\u3092\u3001\u7167\u5408\u8868\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c\u3001\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306ePDF\u3092\u53e3\u5ea7\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u660e\u7d30\u3092\u958b\u304d\u3001\u6a3d\u756a\u53f7\u30921\u884c\u305a\u3064\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u3001\u629c\u3051\u3066\u3044\u308b\u6a3d\u3068\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u3092\u63a2\u3059\n3. \u518d\u8a08\u91cf\u3055\u308c\u305f\u6a3d\u306f\u3001\u65b0\u3057\u3044\u91cf\u3092\u53f0\u5e33\u306b\u5199\u3057\u3001\u524d\u56de\u304b\u3089\u306e\u6e1b\u308a\u65b9\u3092\u898b\u308b\n4. \u8acb\u6c42\u66f8\u306e\u4fdd\u7ba1\u6599\u3092\u3001\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6570\u3068\u6599\u91d1\u8868\u3067\u8a08\u7b97\u3057\u76f4\u3059\n5. \u4f5c\u696d\u6599\u306e\u884c\u3092\u3001\u3053\u3061\u3089\u304b\u3089\u4f9d\u983c\u3057\u305f\u4f5c\u696d\u306e\u8a18\u9332\u3068\u898b\u6bd4\u3079\u308b\n6. \u98df\u3044\u9055\u3044\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b\n7. \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u78ba\u304b\u3081\u7d42\u308f\u3063\u305f\u8acb\u6c42\u66f8\u306e\u652f\u6255\u306e\u624b\u7d9a\u304d\u3092\u3059\u308b\n\n**\uff08a\uff09\u6a3d\u306e\u629c\u3051\u306b\u6c17\u3065\u304d\u306b\u304f\u3044\u3002** \u5343\u6a3d\u306e\u53f0\u5e33\u3068\u6570\u767e\u884c\u306e\u660e\u7d30\u3092\u76ee\u3067\u898b\u6bd4\u3079\u308b\u306e\u3067\u3001**1\u6a3d\u304c\u660e\u7d30\u304b\u3089\u6d88\u3048\u3066\u3044\u3066\u3082\u3001\u884c\u306e\u591a\u3055\u306b\u7d1b\u308c\u307e\u3059\u3002** \u5225\u306e\u53e3\u5ea7\u3078\u306e\u79fb\u3057\u66ff\u3048\u3084\u3001\u58f2\u3063\u305f\u6a3d\u306e\u5f15\u304d\u6e21\u3057\u304c\u660e\u7d30\u306b\u9045\u308c\u3066\u8f09\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u91cf\u306e\u5217\u306e\u53d6\u308a\u9055\u3048\u3002** \u539f\u6db2\u306e\u91cf\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u306e\u5217\u304c\u96a3\u306b\u4e26\u3073\u3001**\u898b\u51fa\u3057\u304c\u300cBL\u300d\u300cLA\u300d\u300cOLA\u300d\u300cRLA\u300d\u306e\u3088\u3046\u306a\u7565\u53f7\u3060\u3051\u306e\u660e\u7d30\u3082\u3042\u308a\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u7565\u53f7\u3092\u899a\u3048\u3066\u3044\u3066\u3001\u5f15\u304d\u7d99\u3050\u3068\u8aad\u307f\u9055\u3048\u307e\u3059\u3002\n\n**\uff08c\uff09\u4fdd\u7ba1\u6599\u306e\u8a08\u7b97\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u6708\u306e\u9014\u4e2d\u3067\u5165\u3063\u305f\u6a3d\u3001\u6708\u306e\u9014\u4e2d\u3067\u51fa\u305f\u6a3d\u3092\u3001\u65e5\u5272\u308a\u306b\u3059\u308b\u304b1\u304b\u6708\u5206\u3068\u3059\u308b\u304b\u3002**\u6599\u91d1\u8868\u306e\u53d6\u308a\u6c7a\u3081\u3092\u899a\u3048\u3066\u3044\u308b\u62c5\u5f53\u8005\u3067\u306a\u3044\u3068\u3001\u6b63\u3057\u3044\u8acb\u6c42\u3092\u8aa4\u308a\u3068\u8a00\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u4f5c\u696d\u6599\u306e\u78ba\u304b\u3081\u304c\u5f8c\u56de\u3057\u306b\u306a\u308b\u3002** \u4f5c\u696d\u6599\u306f\u4f9d\u983c\u3057\u305f\u3082\u306e\u3060\u3051\u306e\u306f\u305a\u3067\u3059\u304c\u3001**\u4f9d\u983c\u306e\u8a18\u9332\u304c\u30e1\u30fc\u30eb\u306b\u6563\u3089\u3070\u308a\u3001\u898b\u6bd4\u3079\u308b\u306e\u304c\u6700\u5f8c\u306b\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c\u3001\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306ePDF\u3092\u53e3\u5ea7\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u660e\u7d30\u3092\u958b\u304d\u3001\u6a3d\u756a\u53f7\u30921\u884c\u305a\u3064\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u3001\u629c\u3051\u3066\u3044\u308b\u6a3d\u3068\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u3092\u63a2\u3059","\u518d\u8a08\u91cf\u3055\u308c\u305f\u6a3d\u306f\u3001\u65b0\u3057\u3044\u91cf\u3092\u53f0\u5e33\u306b\u5199\u3057\u3001\u524d\u56de\u304b\u3089\u306e\u6e1b\u308a\u65b9\u3092\u898b\u308b","\u8acb\u6c42\u66f8\u306e\u4fdd\u7ba1\u6599\u3092\u3001\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6570\u3068\u6599\u91d1\u8868\u3067\u8a08\u7b97\u3057\u76f4\u3059","\u4f5c\u696d\u6599\u306e\u884c\u3092\u3001\u3053\u3061\u3089\u304b\u3089\u4f9d\u983c\u3057\u305f\u4f5c\u696d\u306e\u8a18\u9332\u3068\u898b\u6bd4\u3079\u308b","\u98df\u3044\u9055\u3044\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b","\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u78ba\u304b\u3081\u7d42\u308f\u3063\u305f\u8acb\u6c42\u66f8\u306e\u652f\u6255\u306e\u624b\u7d9a\u304d\u3092\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306ePDF\u3092\u53d7\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u632f\u308a\u5206\u3051\u3067\u3082\u53ef\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u4fdd\u7ba1\u696d\u8005\u3068\u53e3\u5ea7\u3092\u898b\u5206\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u306e\u975e\u540c\u671f\u306e\u6587\u66f8\u306e\u89e3\u6790\u3067\u3001\u660e\u7d30\u306e\u8868\u30fb\u9805\u76ee\u3068\u5024\u30fb\u554f\u3044\u3078\u306e\u7b54\u3048\u3092\u8aad\u3080\n4. **\u3010\u81ea\u52d5\u3011** \u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3057\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u898b\u51fa\u3057\u306e\u884c\u3092\u5916\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u539f\u6db2\u306e\u91cf\u00d7\u5ea6\u6570\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u3092\u691c\u7b97\u3057\u3001\u5408\u8a08\u306e\u884c\u3068\u660e\u7d30\u306e\u884c\u306e\u5408\u8a08\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u6a3d\u756a\u53f7\u3067\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u629c\u3051\u30fb\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u30fb\u79fb\u3057\u66ff\u3048\u3092\u5206\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u518d\u8a08\u91cf\u306e\u5024\u3068\u524d\u56de\u306e\u5024\u304b\u3089\u3001\u91cf\u306e\u6e1b\u308a\u65b9\u3092\u51fa\u3057\u3001\u81ea\u793e\u3067\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u308b\u6a3d\u306b\u5370\u3092\u4ed8\u3051\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u8acb\u6c42\u66f8\u306e\u884c\u3092\u3001\u6599\u91d1\u8868\u3068\u6a3d\u306e\u6570\u3001\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306b\u7167\u3089\u3059\n9. **\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c `ok` \u4ee5\u5916\u306e\u6a3d\u3068\u8acb\u6c42\u306e\u884c\u3060\u3051\u3092\u958b\u304d\u3001PDF\u306e\u753b\u50cf\u3067\u5024\u3092\u78ba\u304b\u3081\u308b\n10. **\u3010\u4eba\u3011** \u98df\u3044\u9055\u3044\u3092\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3059\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5217\u306e\u610f\u5473\u304c\u6c7a\u307e\u3089\u306a\u3044\u5024\u306f\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u305b\u3093\u3002**\u6c7a\u307e\u3089\u306a\u3044\u307e\u307e\u7167\u3089\u3059\u3068\u3001\u6a3d\u304c\u534a\u5206\u306b\u6e1b\u3063\u305f\u3068\u3044\u3046\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**8\u756a\u76ee\u3067\u6599\u91d1\u306e\u8a08\u7b97\u3092\u898f\u5247\u306e\u8868\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u6599\u91d1\u8868\u306f\u4fdd\u7ba1\u696d\u8005\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001**\u66f4\u65b0\u3055\u308c\u3066\u3082\u76f4\u3059\u306e\u306f\u8868\u3060\u3051\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306ePDF\u3092\u53d7\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u632f\u308a\u5206\u3051\u3067\u3082\u53ef\uff09","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u4fdd\u7ba1\u696d\u8005\u3068\u53e3\u5ea7\u3092\u898b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u306e\u975e\u540c\u671f\u306e\u6587\u66f8\u306e\u89e3\u6790\u3067\u3001\u660e\u7d30\u306e\u8868\u30fb\u9805\u76ee\u3068\u5024\u30fb\u554f\u3044\u3078\u306e\u7b54\u3048\u3092\u8aad\u3080","**\u3010\u81ea\u52d5\u3011** \u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u5217\u306e\u898b\u51fa\u3057\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3057\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u898b\u51fa\u3057\u306e\u884c\u3092\u5916\u3059","**\u3010\u81ea\u52d5\u3011** \u539f\u6db2\u306e\u91cf\u00d7\u5ea6\u6570\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u3092\u691c\u7b97\u3057\u3001\u5408\u8a08\u306e\u884c\u3068\u660e\u7d30\u306e\u884c\u306e\u5408\u8a08\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u6a3d\u756a\u53f7\u3067\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u629c\u3051\u30fb\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u30fb\u79fb\u3057\u66ff\u3048\u3092\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u518d\u8a08\u91cf\u306e\u5024\u3068\u524d\u56de\u306e\u5024\u304b\u3089\u3001\u91cf\u306e\u6e1b\u308a\u65b9\u3092\u51fa\u3057\u3001\u81ea\u793e\u3067\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u308b\u6a3d\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8acb\u6c42\u66f8\u306e\u884c\u3092\u3001\u6599\u91d1\u8868\u3068\u6a3d\u306e\u6570\u3001\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306b\u7167\u3089\u3059","**\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c `ok` \u4ee5\u5916\u306e\u6a3d\u3068\u8acb\u6c42\u306e\u884c\u3060\u3051\u3092\u958b\u304d\u3001PDF\u306e\u753b\u50cf\u3067\u5024\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u98df\u3044\u9055\u3044\u3092\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3059"],"architecture":"```\n\u6a3d\u306e\u5728\u5eab\u306e\u660e\u7d30\u30fb\u4fdd\u7ba1\u6599\u306e\u8acb\u6c42\u66f8\uff08\u82f1\u6587\u306ePDF\u3002\u6570\u30da\u30fc\u30b8\u304b\u3089\u5341\u6570\u30da\u30fc\u30b8\uff09\n   \u2502  \u8cfc\u8cb7\u306e\u62c5\u5f53\u8005\u304c\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\u3001\u4fdd\u7ba1\u696d\u8005\u3068\u53e3\u5ea7\u306e\u898b\u5206\u3051\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\u3002TABLES\u30fbFORMS\u30fbQUERIES\uff09\n   \u2502   \u8868\u306e\u30bb\u30eb\u3068\u5217\u306e\u898b\u51fa\u3057\u30fb\u5408\u8a08\u306e\u884c\u3001\u9805\u76ee\u3068\u5024\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nAWS Lambda\uff08Python\uff09\n   \u2502   \u2460 \u5217\u306e\u5bfe\u5fdc\u8868\u3067\u898b\u51fa\u3057\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3059\n   \u2502   \u2461 \u539f\u6db2\u306e\u91cf\u00d7\u5ea6\u6570\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u306e\u691c\u7b97\u3001\u5408\u8a08\u306e\u7167\u5408\n   \u2502   \u2462 \u6a3d\u756a\u53f7\u3067\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n   \u2502   \u2463 \u518d\u8a08\u91cf\u306e\u5024\u304b\u3089\u91cf\u306e\u6e1b\u308a\u65b9\u3092\u51fa\u3059\n   \u2502   \u2464 \u6599\u91d1\u8868\u3068\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306b\u7167\u3089\u3059\n   \u25bc\n\u6a3d\u3054\u3068\u30fb\u8acb\u6c42\u306e\u884c\u3054\u3068\u306e\u5224\u5b9a\uff08ok \uff0f diff \uff0f missing \uff0f needs_review\uff09\n   \u25bc\n\u3010\u4eba\u304c ok \u4ee5\u5916\u3060\u3051\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u6a3d\u3054\u3068\u306e\u53f0\u5e33\uff08\u78ba\u304b\u3081\u305f\u5f8c\u306b\u53d6\u308a\u8fbc\u3080\uff09\n   \u2514\u2500\u2500\u25b6 \u7167\u5408\u8868\uff08\u5728\u5eab\u306e\u98df\u3044\u9055\u3044\u3068\u4fdd\u7ba1\u6599\u30fb\u4f5c\u696d\u6599\u306e\u5dee\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis \u306e TABLES\u30fbFORMS\u30fbQUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u5dee\u7570\u8a08\u7b97 | \u5217\u306e\u5bfe\u5fdc\u3001\u691c\u7b97\u3001\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u91cf\u306e\u6e1b\u308a\u65b9\u3001\u6599\u91d1\u306e\u7167\u5408\uff08Python\u3002AWS Lambda \u3067\u52d5\u304b\u3059\uff09 | \u2500 |\n| \u9023\u643a | AWS Lambda\uff08S3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u7d50\u679c\u3092\u4e00\u89a7\u306b\u66f8\u304f\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u660e\u7d30\u30fb\u8acb\u6c42\u66f8\u3068\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u901a\u77e5 | Amazon SNS\uff08\u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u3068\u8981\u78ba\u8a8d\u306e\u77e5\u3089\u305b\uff09 | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8 |\n\n**\u6a3d\u3054\u3068\u306e\u53f0\u5e33\u3068\u6599\u91d1\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001**\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3068\u3001\u6599\u91d1\u8868\u3092\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u5f62\u306b\u3057\u305f\u8868**\u306e2\u3064\u3067\u3059\u3002\u5217\u306e\u5bfe\u5fdc\u8868\u306f\u3001\u660e\u7d30\u306e\u5217\u306e\u898b\u51fa\u3057\uff08\u7565\u53f7\u3092\u542b\u3080\uff09\u3068\u5171\u901a\u306e\u9805\u76ee\u3001**\u91cf\u306e\u5217\u304c\u539f\u6db2\u306e\u91cf\u304b\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u304b\u3001\u6a3d\u756a\u53f7\u306e\u66f8\u304d\u65b9**\u3092\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306b\u4e26\u3079\u305f\u8868\u3067\u3059\u3002\n\n**\u660e\u7d30\u306f\u3001AWS Textract \u306e\u6587\u66f8\u306e\u89e3\u6790\u3067\u8aad\u307f\u307e\u3059\u3002** \u6a3d\u306e\u884c\u306f\u8868\uff08`TABLE`\u30fb`CELL`\uff09\u3068\u3057\u3066\u8fd4\u308a\u3001\u30bb\u30eb\u306b\u306f\u5217\u306e\u898b\u51fa\u3057\uff08`COLUMN_HEADER`\uff09\u3084\u5408\u8a08\u306e\u884c\uff08`TABLE_SUMMARY`\uff09\u3001\u8868\u306e\u4e0b\u306e\u6ce8\u8a18\uff08`TABLE_FOOTER`\uff09\u306e\u5370\u304c\u4ed8\u304d\u307e\u3059\u3002\u53e3\u5ea7\u756a\u53f7\u3084\u660e\u7d30\u306e\u671f\u9593\u306e\u3088\u3046\u306a\u9805\u76ee\u3068\u5024\u306e\u7d44\u306f\u3001\u30d5\u30a9\u30fc\u30e0\uff08`KEY_VALUE_SET`\uff09\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002\n\n**\u660e\u7d30\u306f\u8907\u6570\u30da\u30fc\u30b8\u306a\u306e\u3067\u3001\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u3067\u8aad\u307f\u307e\u3059\u3002** \u540c\u671f\u306e\u51e6\u7406\u306f PDF 1\u30da\u30fc\u30b8\u307e\u3067\u3067\u3001\u975e\u540c\u671f\u306a\u3089 PDF \u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002**AWS Textract \u304c\u8aad\u3081\u308b\u306e\u306f\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001\u65e5\u672c\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u82f1\u56fd\u306e\u4fdd\u7ba1\u696d\u8005\u306e\u660e\u7d30\u306f\u82f1\u8a9e\u306a\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u306b\u5411\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3 \u306e\u30d0\u30b1\u30c3\u30c8\uff09\u306b\u660e\u7d30\u304b\u8acb\u6c42\u66f8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306f\u6708\u521d\u306b\u53e3\u5ea7\u3054\u3068\u306b\u5c4a\u304d\u307e\u3059\u3002**\u652f\u6255\u306e\u671f\u65e5\u306e\u524d\u306b\u7167\u5408\u8868\u3092\u51fa\u305b\u3070\u3001\u98df\u3044\u9055\u3044\u3092\u554f\u3044\u5408\u308f\u305b\u3066\u304b\u3089\u652f\u6255\u3048\u307e\u3059\u3002**\n\n**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u4fdd\u7ba1\u696d\u8005\u306e\u7565\u53f7\u3068\u53e3\u5ea7\u756a\u53f7\u3068\u66f8\u985e\u306e\u7a2e\u985e\uff08\u660e\u7d30\u304b\u8acb\u6c42\u66f8\u304b\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002** \u4fdd\u7ba1\u696d\u8005\u304c\u5206\u304b\u308c\u3070\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u3068\u6599\u91d1\u8868\u3092\u6700\u521d\u304b\u3089\u6b63\u3057\u304f\u9078\u3079\u307e\u3059\u3002**\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306f\u53e3\u5ea7\u3068\u6708\u3067\u7d44\u306b\u3057\u3001** \u4e21\u65b9\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u7167\u5408\u3092\u59cb\u3081\u307e\u3059\u3002\u7247\u65b9\u3060\u3051\u306e\u3068\u304d\u306f\u3001\u305d\u308d\u3046\u307e\u3067\u5f85\u3061\u307e\u3059\u3002\n\n**\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u307e\u3059\u3002** \u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6a3d\u306e\u5728\u5eab\u306e\u660e\u7d30 | \u53e3\u5ea7\u756a\u53f7\u3001\u660e\u7d30\u306e\u671f\u9593\u3001\u6a3d\u756a\u53f7\u3001\u84b8\u7559\u6240\u3001\u6a3d\u306e\u7a2e\u985e\u3001\u8a70\u3081\u305f\u65e5\u3001\u539f\u6db2\u306e\u91cf\u3001\u5ea6\u6570\u3001\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u3001\u6700\u65b0\u306e\u518d\u8a08\u91cf\u306e\u65e5\u3068\u5024\u3001\u5009\u5eab\u306e\u5834\u6240\u3001\u6708\u4e2d\u306e\u5165\u51fa\u5eab | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u4fdd\u7ba1\u6599\u306e\u8acb\u6c42\u66f8 | \u8acb\u6c42\u306e\u671f\u9593\u3001\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6570\u3068\u5358\u4fa1\u3068\u91d1\u984d\u3001\u4fdd\u967a\u6599\u3001\u4f5c\u696d\u6599\u306e\u884c\uff08\u518d\u8a08\u91cf\u30fb\u8a66\u6599\u30fb\u79fb\u3057\u66ff\u3048\u30fb\u79fb\u9001\uff09 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u306e\u30bb\u30eb\u3068\u5217\u306e\u898b\u51fa\u3057\u30fb\u5408\u8a08\u306e\u884c\u3001\u9805\u76ee\u3068\u5024\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u6a3d\u3054\u3068\u306e\u53f0\u5e33 | \u6a3d\u756a\u53f7\u3001\u4fdd\u7ba1\u696d\u8005\u3068\u53e3\u5ea7\u3001\u84b8\u7559\u6240\u3001\u6a3d\u306e\u7a2e\u985e\u3001\u8a70\u3081\u305f\u65e5\u3001\u8cb7\u3063\u305f\u6642\u306e\u91cf\u3001\u524d\u56de\u306e\u518d\u8a08\u91cf\u306e\u5024\u3001\u58f2\u7d04\u30fb\u5f15\u304d\u6e21\u3057\u306e\u4e88\u5b9a | \u8cfc\u8cb7\u90e8\u306e\u53f0\u5e33 |\n| \u5217\u306e\u5bfe\u5fdc\u8868 | \u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5217\u306e\u898b\u51fa\u3057\u3068\u5171\u901a\u306e\u9805\u76ee\u3001**\u91cf\u306e\u5217\u306e\u7a2e\u985e\u3001\u6a3d\u756a\u53f7\u306e\u66f8\u304d\u65b9** | \u81ea\u793e\u3067\u6574\u3048\u308b\u8868 |\n| \u6599\u91d1\u8868 | \u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u6a3d\u306e\u7a2e\u985e\u5225\u306e\u6599\u91d1\u3001\u6570\u3048\u65b9\uff08\u9031\u304b\u6708\u304b\u3001\u6708\u306e\u9014\u4e2d\u306e\u5165\u51fa\u5eab\u306e\u6271\u3044\uff09\u3001\u4fdd\u967a\u6599\u306e\u8a08\u7b97\u306e\u4ed5\u65b9\u3001\u4f5c\u696d\u6599\u306e\u5358\u4fa1 | \u4fdd\u7ba1\u696d\u8005\u3068\u306e\u53d6\u308a\u6c7a\u3081\u304b\u3089\u4f5c\u308b |\n| \u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332 | \u4f9d\u983c\u3057\u305f\u65e5\u3001\u6a3d\u756a\u53f7\u3001\u4f5c\u696d\u306e\u7a2e\u985e | \u8cfc\u8cb7\u90e8\u306e\u4f9d\u983c\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u300c\u91cf\u306e\u5217\u306e\u7a2e\u985e\u300d\u3067\u3059\u3002** \u898b\u51fa\u3057\u304c\u300cBulk Litres\u300d\u300cLPA\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u306b\u5f93\u3044\u3001**\u7565\u53f7\u3060\u3051\u306a\u3089\u5bfe\u5fdc\u8868\u306b\u5f93\u3044\u3001\u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u6c7a\u3081\u307e\u305b\u3093\u3002**\n\n**\u6a3d\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3082\u3001\u5bfe\u5fdc\u8868\u306b1\u5217\u6301\u305f\u305b\u307e\u3059\u3002** \u84b8\u7559\u6240\u306e\u756a\u53f7\u306b\u5e74\u3092\u4ed8\u3051\u308b\u3082\u306e\u3001\u4fdd\u7ba1\u696d\u8005\u306e\u901a\u3057\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3082\u306e\u3001\u4e21\u65b9\u3092\u66f8\u304f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u53f0\u5e33\u306e\u6a3d\u756a\u53f7\u306b\u3001\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u66f8\u304d\u65b9\u3092\u4e26\u3079\u3066\u304a\u3051\u3070\u3001\u540c\u3058\u6a3d\u30922\u3064\u306e\u756a\u53f7\u3067\u6570\u3048\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306f\u3001\u30e1\u30fc\u30eb\u304b\u3089\u4e00\u89a7\u306b\u79fb\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u4f9d\u983c\u306e\u65e5\u3068\u6a3d\u756a\u53f7\u3068\u4f5c\u696d\u306e\u7a2e\u985e\u3060\u3051\u306e\u4e00\u89a7\u3067\u8db3\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u7121\u3044\u4f5c\u696d\u6599\u304c\u8acb\u6c42\u3055\u308c\u305f\u3089\u3001\u305d\u308c\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc\u3067\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306f\u3001**\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u306b S3 \u306e\u5834\u6240\u3092\u6e21\u3057\u3001`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES` \u3092\u6307\u5b9a\u3057\u3066\u8aad\u307f\u307e\u3059\u3002** \u8fd4\u3063\u305f `JobId` \u3092\u63a7\u3048\u3001\u5b8c\u4e86\u306e\u77e5\u3089\u305b\u304c Amazon SNS \u306b\u5c4a\u304d\u3001\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089 `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| \u6a3d\u3054\u3068\u306e\u884c | `TABLE` \u306e `CELL` | \u6a3d\u756a\u53f7\u30fb\u91cf\u30fb\u5ea6\u6570\u30fb\u8a70\u3081\u305f\u65e5 |\n| \u5217\u306e\u898b\u51fa\u3057 | `EntityTypes` \u304c `COLUMN_HEADER` \u306e\u30bb\u30eb | \u5217\u306e\u5bfe\u5fdc\u3068\u3001\u7e70\u308a\u8fd4\u3057\u306e\u898b\u51fa\u3057\u306e\u884c\u3092\u5916\u3059 |\n| \u5408\u8a08\u306e\u884c | `EntityTypes` \u304c `TABLE_SUMMARY` \u306e\u30bb\u30eb | \u660e\u7d30\u306e\u884c\u306e\u5408\u8a08\u3068\u7167\u3089\u3059 |\n| \u53e3\u5ea7\u756a\u53f7\u30fb\u660e\u7d30\u306e\u671f\u9593 | `KEY_VALUE_SET`\u3001`QUERY_RESULT` | \u53f0\u5e33\u3068\u6599\u91d1\u8868\u3092\u9078\u3076 |\n| \u8acb\u6c42\u306e\u884c | \u8acb\u6c42\u66f8\u306e `TABLE` \u306e `CELL` | \u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6570\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\u3001\u4f5c\u696d\u6599 |\n\n**\u554f\u3044\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002** \u82f1\u56fd\u306e\u660e\u7d30\u306f\u82f1\u8a9e\u306a\u306e\u3067\u4f7f\u3048\u307e\u3059\u3002\u554f\u3044\u306f\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u30681\u30da\u30fc\u30b8\u76ee\u306b\u3057\u304b\u5f53\u305f\u308a\u307e\u305b\u3093\u304c\u3001**\u53e3\u5ea7\u756a\u53f7\u3068\u660e\u7d30\u306e\u671f\u9593\u306f1\u30da\u30fc\u30b8\u76ee\u306e\u4e0a\u306b\u66f8\u304b\u308c\u308b\u306e\u3067\u3001\u3042\u3048\u30661\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u307e\u3059\u3002** \u3059\u3079\u3066\u306e\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b\u3068\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u540c\u3058\u7b54\u3048\u304c\u8fd4\u308a\u3001\u7167\u3089\u3059\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002\n\n**\u540c\u3058 `ClientRequestToken` \u3067\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308c\u3070\u3001\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u6e21\u3057\u3066\u304a\u3051\u3070\u3001Lambda \u304c\u518d\u8a66\u884c\u3057\u3066\u3082\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3092\u4e8c\u5ea6\u8aad\u307e\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**`JobId` \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001** \u7d50\u679c\u306f\u53d6\u3063\u305f\u6642\u70b9\u3067 S3 \u306b\u6b8b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u306e\u3044\u305a\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**XFA \u5f62\u5f0f\u306e PDF \u306f\u8aad\u3081\u306a\u3044\u306e\u3067\u3001\u5370\u5237\u3057\u76f4\u3057\u305f PDF \u3092\u983c\u307f\u307e\u3059**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305f PDF \u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\u89e3\u9664\u3057\u305f\u7248\u3092\u4fdd\u7ba1\u696d\u8005\u306b\u983c\u307f\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u306e\u5927\u304d\u3055** \u2026 PDF \u306e\u7e26\u6a2a\u306f40\u30a4\u30f3\u30c1\u30fb9,000\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u3067\u3059\u3002\u8868\u8a08\u7b97\u306e\u30bd\u30d5\u30c8\u304b\u3089\u6a2a\u9577\u306b\u66f8\u304d\u51fa\u3057\u305f\u660e\u7d30\u306f\u3001\u3053\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308b\u304b\u3092\u898b\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\uff08150 DPI \u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u304c\u4e0b\u9650\u3067\u3059\u3002**1\u30da\u30fc\u30b8\u306b\u591a\u304f\u306e\u884c\u3092\u8a70\u3081\u305f\u660e\u7d30\u306f\u3001\u6587\u5b57\u304c\u5c0f\u3055\u304f\u306a\u308a\u304c\u3061\u3067\u3059**\n5. **\u7d44\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u53e3\u5ea7\u30fb\u540c\u3058\u6708\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u7247\u65b9\u3060\u3051\u306a\u3089\u7167\u5408\u3092\u5f85\u3061\u307e\u3059**\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u53e3\u5ea7\u3068\u660e\u7d30\u306e\u671f\u9593\u304c\u540c\u3058\u3082\u306e\u306f\u91cd\u8907\u3068\u3057\u3066\u5916\u3057\u307e\u3059\u3002**\u5dee\u3057\u66ff\u3048\u306e\u7248\u304c\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u6b8b\u3057\u3066\u4eba\u304c\u9078\u3073\u307e\u3059**\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5c0f\u3055\u306a\u6587\u5b57\u306e\u300c3\u300d\u3068\u300c8\u300d\u306e\u8aad\u307f\u9055\u3044\u306f\u3001**\u6a3d\u756a\u53f7\u306a\u3089\u53f0\u5e33\u306b\u7121\u3044\u6a3d\u3068\u3057\u3066\u3001\u91cf\u306a\u3089\u5927\u304d\u306a\u6e1b\u308a\u3068\u3057\u3066\u51fa\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u691c\u7b97\u3067\u62fe\u3048\u308b\u4ed5\u7d44\u307f\u3092\u5f8c\u6bb5\u306b\u7f6e\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u5143\u306e\u753b\u50cf\u306e\u8cea\u304c\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u5217\u306e\u898b\u51fa\u3057\u30fb\u4fe1\u983c\u5ea6\u30fb\u30da\u30fc\u30b8\u306e\u4f4d\u7f6e\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5217\u306e\u5bfe\u5fdc\u3001\u691c\u7b97\u3001\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u91cf\u306e\u6e1b\u308a\u65b9\u3001\u6599\u91d1\u306e\u7167\u5408\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u5f8c\u306b Python \u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u3069\u3053\u304b\u3089 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u53e3\u5ea7\u756a\u53f7\u30fb\u660e\u7d30\u306e\u671f\u9593 | \u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u30d5\u30a9\u30fc\u30e0 | \u7a7a\u306a\u3089\u53f0\u5e33\u3068\u6599\u91d1\u8868\u3092\u9078\u3079\u305a `needs_review` |\n| \u6a3d\u756a\u53f7 | \u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `needs_review`\u3002**\u524d\u5f8c\u306e\u884c\u304b\u3089\u88dc\u308f\u306a\u3044** |\n| \u539f\u6db2\u306e\u91cf\u30fb\u5ea6\u6570\u30fb\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf | \u8868\u306e\u30bb\u30eb | \u5217\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7167\u3089\u3055\u306a\u3044\u3002**`needs_review`** |\n| \u8a70\u3081\u305f\u65e5\u30fb\u518d\u8a08\u91cf\u306e\u65e5 | \u8868\u306e\u30bb\u30eb | \u65e5\u4ed8\u3068\u3057\u3066\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8acb\u6c42\u306e\u884c\uff08\u6570\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\uff09 | \u8acb\u6c42\u66f8\u306e\u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `missing`\u3002**0\u3068\u306f\u307f\u306a\u3055\u306a\u3044** |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91cf\u306e\u5217\u306e\u7a2e\u985e\u306e\u63a8\u6e2c | \u539f\u6db2\u306e\u91cf\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u306e\u53d6\u308a\u9055\u3048\u306f\u3001\u5728\u5eab\u304c\u534a\u5206\u306b\u898b\u3048\u308b\u8aa4\u308a\u306b\u306a\u308b |\n| \u6a3d\u756a\u53f7\u306e\u88dc\u5b8c | \u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u308b\u3068\u3001\u629c\u3051\u305f\u6a3d\u304c\u898b\u3048\u306a\u304f\u306a\u308b |\n| \u91cf\u306e\u6e1b\u308a\u65b9\u306e\u826f\u3057\u60aa\u3057\u306e\u5224\u65ad | \u6a3d\u306e\u7a2e\u985e\u30fb\u5009\u5eab\u30fb\u5e74\u6570\u3067\u9055\u3046\u3002\u81ea\u793e\u3067\u6c7a\u3081\u305f\u5e45\u3067\u5370\u3092\u4ed8\u3051\u308b\u3060\u3051 |\n| \u6a3d\u306e\u4fa1\u5024\u306e\u8a55\u4fa1 | \u719f\u6210\u306e\u9032\u307f\u65b9\u3068\u5e02\u6cc1\u3067\u6c7a\u307e\u308b |\n| \u652f\u6255\u306e\u53ef\u5426\u306e\u6c7a\u5b9a | \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cLitres\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u5217\u3092\u3001\u96a3\u306e\u5217\u3068\u540c\u3058\u7a2e\u985e\u3060\u3068\u6c7a\u3081\u3064\u3051\u308b\u3068\u3001**\u691c\u7b97\u304c\u5408\u308f\u306a\u3044\u307e\u307e\u53f0\u5e33\u306e\u5024\u304c\u66f8\u304d\u63db\u308f\u308a\u3001\u91cf\u304c\u6025\u306b\u6e1b\u3063\u305f\u6a3d\u304c\u4e26\u3073\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n\u6587\u66f8\u306e\u89e3\u6790\u305d\u306e\u3082\u306e\u306b\u306f\u6307\u793a\u3092\u66f8\u304f\u5834\u6240\u304c\u3042\u308a\u307e\u305b\u3093\u3002**AWS Textract \u306b\u6e21\u3059\u306e\u306f\u6587\u66f8\u3068\u554f\u3044\uff08Queries\uff09\u3067\u3001\u5224\u5b9a\u306e\u6307\u793a\u306b\u3042\u305f\u308b\u3082\u306e\u306f\u8aad\u307f\u53d6\u3063\u305f\u5f8c\u306e\u898f\u5247\u3068\u3057\u3066\u6301\u3061\u307e\u3059\u3002** \u554f\u3044\u306f\u660e\u7d30\u306e1\u30da\u30fc\u30b8\u76ee\u306b\u5f53\u3066\u308b\u6b21\u306e4\u3064\u3067\u3059\u3002\n\n```\n\u3010\u554f\u3044\uff08Queries\u3002\u660e\u7d30\u306e1\u30da\u30fc\u30b8\u76ee\uff09\u3011\n1. Alias: ACCOUNT_NO    Text: What is the account number?\n2. Alias: PERIOD_FROM   Text: What is the statement start date?\n3. Alias: PERIOD_TO     Text: What is the statement end date?\n4. Alias: CUSTOMER      Text: What is the customer name?\n```\n\n```\n\u3010\u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u5024\u304c\u7a7a\u306e\u9805\u76ee\u306f missing \u3068\u3059\u308b\u30020 \u3084\u524d\u306e\u884c\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u5024\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. \u5217\u306e\u898b\u51fa\u3057\u306f\u3001\u305d\u306e\u4fdd\u7ba1\u696d\u8005\u306e\u5217\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u5171\u901a\u306e\u9805\u76ee\n   \uff08cask_no, distillery, cask_type, fill_date, bulk_litres, abv,\n     litres_alcohol, regauge_date, location\uff09\u306b\u76f4\u3059\u3002\n   \u8868\u306b\u7121\u3044\u898b\u51fa\u3057\u306f unknown_column \u3068\u3059\u308b\u3002\n4. \u91cf\u306e\u5217\u306e\u7a2e\u985e\u306f\u3001\u898b\u51fa\u3057\u306e\u8a9e\u3001\u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\n   \u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7167\u3089\u3055\u305a needs_review \u3068\u3059\u308b\u3002\n5. \u30da\u30fc\u30b8\u3054\u3068\u306b\u7e70\u308a\u8fd4\u3055\u308c\u308b\u5217\u306e\u898b\u51fa\u3057\u306e\u884c\u306f\u3001\u6a3d\u306e\u884c\u3068\u3057\u3066\u6570\u3048\u306a\u3044\u3002\n6. bulk_litres \u00d7 abv \u00f7 100 \u3068 litres_alcohol \u306e\u5dee\u304c\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089\n   calc_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u306e\u5024\u3082\u76f4\u3055\u306a\u3044\u3002\n7. \u6a3d\u306e\u884c\u306e litres_alcohol \u306e\u5408\u8a08\u3068\u3001\u5408\u8a08\u306e\u884c\u306e\u5024\u304c\u5408\u308f\u306a\u3051\u308c\u3070\n   total_mismatch \u3068\u3059\u308b\u3002\n8. \u6a3d\u756a\u53f7\u306f\u3001\u5bfe\u5fdc\u8868\u306e\u66f8\u304d\u65b9\u3067\u53f0\u5e33\u306e\u756a\u53f7\u306b\u76f4\u3057\u3066\u304b\u3089\u7167\u3089\u3059\u3002\n   \u76f4\u305b\u306a\u3044\u756a\u53f7\u306f unknown_cask \u3068\u3057\u3001\u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u306a\u3044\u3002\n9. \u8acb\u6c42\u306e\u884c\u306f\u3001\u6599\u91d1\u8868\u306e\u6a3d\u306e\u7a2e\u985e\u30fb\u6570\u3048\u65b9\u30fb\u5358\u4fa1\u3067\u91d1\u984d\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\n   \u5dee\u304c\u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 rate_diff \u3068\u3059\u308b\u3002\n10. \u4f5c\u696d\u6599\u306e\u884c\u306f\u3001\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306e\u6a3d\u756a\u53f7\u3068\u4f5c\u696d\u306e\u7a2e\u985e\u3067\u7167\u3089\u3057\u3001\n    \u8a18\u9332\u306b\u7121\u3051\u308c\u3070 not_ordered \u3068\u3059\u308b\u3002\n```\n\n**4\u756a\u76ee\u30688\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7f60\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u305f\u3076\u3093\u3053\u308c\u3060\u308d\u3046\u300d\u3067\u57cb\u3081\u305f\u304f\u306a\u308b\u7b87\u6240\u3067\u3001**\u57cb\u3081\u305f\u77ac\u9593\u306b\u3001\u8aa4\u3063\u305f\u5024\u304c\u53f0\u5e33\u307e\u3067\u901a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3089\u306a\u3044\u660e\u7d30\u306f\u3001\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u305b\u3070\u7fcc\u6708\u304b\u3089\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u5024\u3092\u76f4\u3055\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u691c\u7b97\u304c\u5408\u308f\u306a\u3044\u3068\u304d\u3001\u539f\u56e0\u306f\u8aad\u307f\u9055\u3044\u306e\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u660e\u7d30\u306e\u5074\u306e\u8aa4\u308a\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u304b\u306f\u753b\u50cf\u3092\u898b\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306e JSON \u3067\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"warehouse_code\": \"WK-03\",\n  \"account_no\": \"\",\n  \"period\": { \"from\": \"2026-09-01\", \"to\": \"2026-09-30\" },\n  \"casks\": [\n    { \"cask_no_raw\": \"\", \"cask_no\": \"\", \"cask_type\": \"hogshead\",\n      \"fill_date\": \"2019-04-11\", \"bulk_litres\": 0, \"abv\": 0, \"litres_alcohol\": 0,\n      \"regauge_date\": \"\", \"loss_pct_per_year\": 0,\n      \"status\": \"ok | missing_on_statement | unknown_cask | transferred | calc_mismatch | needs_review\",\n      \"confidence\": 0, \"page\": 1 }\n  ],\n  \"totals\": { \"litres_alcohol_rows\": 0, \"litres_alcohol_summary\": 0, \"check\": \"ok | total_mismatch\" },\n  \"invoice_lines\": [\n    { \"item\": \"storage | insurance | regauge | sampling | transfer\", \"cask_type\": \"\",\n      \"qty\": 0, \"unit_price\": 0, \"amount\": 0, \"expected_amount\": 0,\n      \"status\": \"match | rate_diff | count_diff | not_ordered | needs_review\" }\n  ],\n  \"verdict\": \"clear | query_warehouse | needs_review\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5143\u306e\u6a3d\u756a\u53f7\u3068\u76f4\u3057\u305f\u6a3d\u756a\u53f7\u3092\u4e26\u3079\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `cask_no_raw` \u3068 `cask_no` \u304c\u4e26\u3093\u3067\u3044\u308c\u3070\u3001**\u3069\u306e\u66f8\u304d\u65b9\u3092\u3069\u3046\u8aad\u307f\u66ff\u3048\u305f\u304b\u3092\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5728\u5eab\u3068\u8acb\u6c42\u30921\u3064\u306e\u7167\u5408\u8868\u3067\u898b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u6a3d\u306e\u6570\u304c\u660e\u7d30\u3068\u53f0\u5e33\u3067\u5408\u308f\u306a\u3051\u308c\u3070\u3001**\u4fdd\u7ba1\u6599\u306e\u6570\u3082\u5408\u308f\u306a\u3044\u306f\u305a\u3067\u3001** 2\u3064\u306e\u5dee\u3092\u4e26\u3079\u308b\u3068\u554f\u3044\u5408\u308f\u305b\u30921\u901a\u306b\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| \u3059\u3079\u3066\u306e\u6a3d\u304c `ok`\u3001\u3059\u3079\u3066\u306e\u8acb\u6c42\u306e\u884c\u304c `match` | `clear` |\n| `missing_on_statement`\u30fb`unknown_cask`\u30fb`rate_diff`\u30fb`count_diff`\u30fb`not_ordered` \u304c\u3042\u308b | `query_warehouse` |\n| `needs_review`\u30fb`unreadable`\u30fb`calc_mismatch`\u30fb`total_mismatch` \u304c\u3042\u308b | `needs_review` |\n\n**`transferred` \u306f `clear` \u3092\u59a8\u3052\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306b\u79fb\u3057\u66ff\u3048\u306e\u4e88\u5b9a\u304c\u3042\u308b\u6a3d\u304c\u3001\u79fb\u3057\u5148\u306e\u53e3\u5ea7\u306e\u660e\u7d30\u306b\u8f09\u3063\u3066\u3044\u308c\u3070\u3001**\u6b63\u3057\u304f\u52d5\u3044\u305f\u6a3d\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | Amazon S3 \u306e\u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8 | Lambda \u3092\u8d77\u52d5\u3059\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306e API \u547c\u3073\u51fa\u3057 | \u660e\u7d30\u3068\u8acb\u6c42\u66f8\u306e\u8868\u30fb\u9805\u76ee\u30fb\u554f\u3044\u306e\u8aad\u307f\u53d6\u308a |\n| Amazon SNS | \u5b8c\u4e86\u306e\u77e5\u3089\u305b | \u72b6\u614b\u3092\u78ba\u304b\u3081\u3066\u7d50\u679c\u3092\u53d6\u308b |\n| \u6a3d\u3054\u3068\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6a3d\u756a\u53f7\u3001\u6a3d\u306e\u7a2e\u985e\u3001\u524d\u56de\u306e\u91cf |\n| \u5217\u306e\u5bfe\u5fdc\u8868\u30fb\u6599\u91d1\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u5217\u306e\u610f\u5473\u3001\u6599\u91d1\u3068\u6570\u3048\u65b9 |\n| \u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u4f9d\u983c\u3057\u305f\u4f5c\u696d |\n| \u7167\u5408\u8868 | \u5224\u5b9a\u306e\u66f8\u304d\u51fa\u3057 | \u5728\u5eab\u306e\u98df\u3044\u9055\u3044\u3068\u6599\u91d1\u306e\u5dee |\n\n**\u6a3d\u3054\u3068\u306e\u53f0\u5e33\u306b\u306f\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5217\u3092\u53d6\u308a\u9055\u3048\u305f\u5024\u304c\u53f0\u5e33\u306b\u5165\u308b\u3068\u3001**\u7fcc\u6708\u304b\u3089\u305d\u306e\u6a3d\u306e\u91cf\u306e\u6e1b\u308a\u65b9\u304c\u3059\u3079\u3066\u72c2\u3044\u307e\u3059\u3002** \u518d\u8a08\u91cf\u306e\u5024\u306f\u3001\u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u6599\u91d1\u8868\u3082\u8aad\u3080\u3060\u3051\u3067\u3001\u5909\u3048\u308b\u306e\u306f\u8cfc\u8cb7\u90e8\u3067\u3059\u3002\n\n**\u652f\u6255\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u7167\u5408\u8868\u306f\u652f\u6255\u306e\u5224\u65ad\u306e\u6750\u6599\u3067\u3001**\u652f\u6255\u3046\u304b\u3069\u3046\u304b\u306f\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `clear` \u4ee5\u5916\u306e\u53e3\u5ea7\u3060\u3051\u3067\u3059\u3002** `clear` \u306e\u53e3\u5ea7\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7d4c\u7406\u306b\u56de\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e4.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u91cf\u306e\u5217\u306e\u7a2e\u985e\u3001\u691c\u7b97\u306e\u5408\u308f\u306a\u3044\u6a3d\u3001\u5408\u8a08\u306e\u5408\u308f\u306a\u3044\u660e\u7d30\u3092\u3001\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u6c7a\u3081\u305f\u66f8\u304d\u65b9\u306f\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059**\n2. **`missing_on_statement` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u53f0\u5e33\u306b\u3042\u3063\u3066\u660e\u7d30\u306b\u7121\u3044\u6a3d\u304c\u3001\u58f2\u3063\u305f\u6a3d\u306e\u5f15\u304d\u6e21\u3057\u304b\u3001\u79fb\u3057\u66ff\u3048\u304b\u3001\u672c\u5f53\u306e\u629c\u3051\u304b\u3092\u3001\u53f0\u5e33\u306e\u4e88\u5b9a\u3068\u7167\u3089\u3057\u307e\u3059\n3. **\u6599\u91d1\u306e\u5dee\u3092\u78ba\u304b\u3081\u308b** \u2026 `rate_diff` \u3068 `count_diff` \u306f\u3001\u6599\u91d1\u8868\u306e\u6570\u3048\u65b9\u306e\u53d6\u308a\u6c7a\u3081\u3092\u8aad\u307f\u76f4\u3057\u3066\u304b\u3089\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5370\u3092\u898b\u308b** \u2026 \u81ea\u793e\u306e\u5e45\u3092\u8d85\u3048\u305f\u6a3d\u306f\u3001\u518d\u8a08\u91cf\u306e\u5024\u306e\u8aad\u307f\u9055\u3044\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3001**\u672c\u5f53\u306b\u5927\u304d\u304f\u6e1b\u3063\u3066\u3044\u308c\u3070\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u6a3d\u306e\u72b6\u614b\u3092\u5c0b\u306d\u307e\u3059**\n\n**2\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u6a3d\u306e\u58f2\u8cb7\u3068\u5f15\u304d\u6e21\u3057\u306e\u6bb5\u53d6\u308a\u306f\u3001**\u53f0\u5e33\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7d04\u675f\u3067\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300124\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef610\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u66f8\u304d\u65b9\u304b\u3001\u6599\u91d1\u8868\u306e\u6570\u3048\u65b9\u306e\u5217\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\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\u305f PDF | \u8aad\u3081\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u7248\u3092\u983c\u3080** |\n| XFA \u5f62\u5f0f\u306e PDF | \u8aad\u3081\u306a\u3044\u3002\u5370\u5237\u3057\u76f4\u3057\u305f PDF \u3092\u983c\u3080 |\n| \u91cf\u306e\u5217\u306e\u7a2e\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002**\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u3059** |\n| \u691c\u7b97\u304c\u5408\u308f\u306a\u3044 | `calc_mismatch`\u3002\u5024\u3092\u76f4\u3055\u305a\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| \u5408\u8a08\u306e\u884c\u3068\u6a3d\u306e\u884c\u306e\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | `total_mismatch`\u3002\u30da\u30fc\u30b8\u306e\u629c\u3051\u304b\u8aad\u307f\u9055\u3044\u3092\u78ba\u304b\u3081\u308b |\n| \u6a3d\u756a\u53f7\u304c\u53f0\u5e33\u306b\u7121\u3044 | `unknown_cask`\u3002**\u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u306a\u3044** |\n| \u660e\u7d30\u3060\u3051\u5c4a\u304d\u3001\u8acb\u6c42\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u7167\u5408\u3092\u5f85\u3061\u3001\u671f\u65e5\u306e\u524d\u306b\u4fdd\u7ba1\u696d\u8005\u306b\u983c\u3080 |\n| \u6708\u306e\u9014\u4e2d\u3067\u6599\u91d1\u8868\u304c\u6539\u5b9a\u3055\u308c\u305f | \u6539\u5b9a\u65e5\u3067\u671f\u9593\u3092\u5206\u3051\u3066\u8a08\u7b97\u3057\u3001`rate_diff` \u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u660e\u7d30\u306b\u5bb9\u91cf\u306e\u5927\u304d\u306a\u6a3d\u306e\u7a2e\u985e\u304c\u66f8\u304b\u308c\u3066\u3044\u308b | \u6a3d\u306e\u7a2e\u985e\u3092\u5bfe\u5fdc\u8868\u3067\u78ba\u304b\u3081\u3001\u4eba\u306b\u56de\u3059 |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f\u3001\u307e\u305f\u306f `JobId` \u304c\u5207\u308c\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u8aad\u307f\u76f4\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u5927\u534a\u306f AI \u306e\u7cbe\u5ea6\u3067\u306f\u306a\u304f\u3001\u660e\u7d30\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u3068\u3001\u5bfe\u5fdc\u8868\u3068\u6599\u91d1\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u4fdd\u7ba1\u696d\u8005\u30fb\u53e3\u5ea7\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068 `JobId`\n- \u6a3d\u3054\u3068\u30fb\u8acb\u6c42\u306e\u884c\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5bfe\u5fdc\u8868\u30fb\u6599\u91d1\u8868\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6a3d\u306e\u3001\u3069\u306e\u5024\u3092\u3001\u3069\u3046\u8aad\u307f\u76f4\u3057\u305f\u304b\n- \u4fdd\u7ba1\u696d\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3068\u8fd4\u4e8b\u3001\u8acb\u6c42\u306e\u8a02\u6b63\u306e\u6709\u7121\n- \u518d\u8a08\u91cf\u306e\u5024\u306e\u5c65\u6b74\uff08\u6a3d\u3054\u3068\uff09\n- **\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e `needs_review` \u3068 `query_warehouse` \u306e\u4ef6\u6570**\n\n**6\u3064\u76ee\u3092\u7a4d\u307f\u91cd\u306d\u308b\u3068\u3001\u6a3d\u3054\u3068\u306e\u91cf\u306e\u6e1b\u308a\u65b9\u304c\u5e74\u3054\u3068\u306b\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u5009\u5eab\u3084\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u50be\u5411\u304c\u5206\u304b\u308c\u3070\u3001**\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5370\u306e\u5e45\u3092\u3001\u81ea\u793e\u306e\u5b9f\u7e3e\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u76f4\u305b\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u660e\u7d30\u3068\u8acb\u6c42\u66f8\u304b\u30895\u53e3\u5ea7\u5206\u3092\u9078\u3076\uff08**\u7565\u53f7\u3060\u3051\u306e\u898b\u51fa\u3057\u306e\u660e\u7d30\u3001\u30da\u30fc\u30b8\u306e\u591a\u3044\u660e\u7d30\u3001\u4f5c\u696d\u6599\u306e\u884c\u304c\u3042\u308b\u8acb\u6c42\u66f8\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e5\u53e3\u5ea7\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u305f\u7d50\u679c\u3068\u3001\u4fdd\u7ba1\u696d\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3092\u66f8\u304d\u51fa\u3059\n3. AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001\u8868\u30fb\u30d5\u30a9\u30fc\u30e0\u30fb\u554f\u3044\u306e\u89e3\u6790\u30921\u901a\u305a\u3064\u304b\u3051\u308b\n4. \u8fd4\u3063\u305f\u5024\u3092\u53f0\u5e33\u3068\u4e26\u3079\u3001\u5217\u306e\u898b\u51fa\u3057\u3001\u6a3d\u756a\u53f7\u3001\u91cf\u306e\u5217\u3001\u5408\u8a08\u306e\u884c\u304c\u53d6\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n5. \u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u4e26\u3079\u3001\u5217\u306e\u5bfe\u5fdc\u8868\u306e\u4e0b\u66f8\u304d\u3092\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306b\u4f5c\u308b\n\n**5\u53e3\u5ea7\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** Lambda \u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u304c1\u3064\u306e\u8868\u3068\u3057\u3066\u4e26\u3079\u76f4\u305b\u308b\u304b\u300d\u3068\u300c\u91cf\u306e\u5217\u306e\u7a2e\u985e\u304c\u898b\u51fa\u3057\u304b\u3089\u6c7a\u307e\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u6a3d\u306e\u884c\u304c\u8868\u306e\u30bb\u30eb\u3067\u8fd4\u308a\u3001\u5217\u306e\u898b\u51fa\u3057\u306e\u5370\u3082\u4ed8\u304f | \u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u3001**S3 \u3068 Lambda \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u898b\u51fa\u3057\u306e\u5370\u304c\u4ed8\u304b\u305a\u30011\u884c\u76ee\u304c\u6a3d\u306e\u884c\u3068\u3057\u3066\u8fd4\u308b | \u5bfe\u5fdc\u8868\u306b\u898b\u51fa\u3057\u306e\u6587\u5b57\u3092\u8db3\u3057\u3066\u5916\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u91cf\u306e\u5217\u304c\u7565\u53f7\u3060\u3051\u3067\u3001\u3069\u306e\u4fdd\u7ba1\u696d\u8005\u3082\u6c7a\u307e\u3089\u306a\u3044 | **\u4fdd\u7ba1\u696d\u8005\u306b\u5217\u306e\u610f\u5473\u3092\u5c0b\u306d\u308b\u306e\u304c\u5148\u3002** \u8aad\u307f\u53d6\u308a\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u305f\u7565\u53f7\u306e\u610f\u5473\u304c\u3001\u660e\u7d30\u305d\u306e\u3082\u306e\u306b\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u3068\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u660e\u7d30\u3092\u8aad\u307f\u53d6\u308a\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u53f0\u5e33\u3068\u4e26\u3079\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3068\u3001\u5217\u306e\u53d6\u308c\u65b9\u306e\u78ba\u304b\u3081","semi_auto_setup":"\u4e0a\u8a18\uff0bS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u691c\u7b97\u30fb\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u30fb\u6599\u91d1\u306e\u7167\u5408\u3092\u7167\u5408\u8868\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u7a81\u304d\u5408\u308f\u305b\u30fb\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u6a3d\u3054\u3068\u306e\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5c65\u6b74\u3092\u5009\u5eab\u30fb\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u5370\u306e\u5e45\u3092\u6bce\u5e74\u6c7a\u3081\u76f4\u3059 \uff0f \u91cf\u306e\u6e1b\u308a\u65b9\u306e\u898b\u6975\u3081","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u901a\u305a\u3064\u8aad\u307e\u305b\u308b\u306e\u3067\u3001\u670824\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef645\u5206\u304c10\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u6a3d\u306e\u898b\u6bd4\u3079\u3001\u518d\u8a08\u91cf\u306e\u5024\u306e\u5199\u3057\u3001\u4fdd\u7ba1\u6599\u306e\u8a08\u7b97\u3001\u4f5c\u696d\u6599\u306e\u898b\u6bd4\u3079\u306f\u81ea\u52d5\u306b\u306a\u308a\u3001\u4eba\u306f `clear` \u4ee5\u5916\u306e\u53e3\u5ea7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u6570\u767e\u884c\u306e\u6a3d\u3092\u53f0\u5e33\u3068\u76ee\u3067\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u304c\u307e\u308b\u3054\u3068\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u518d\u8a08\u91cf\u3092\u5b9a\u671f\u7684\u306b\u4f9d\u983c\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u5411\u304d\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u539f\u6db2\u306e\u91cf\u3068\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u3092\u53d6\u308a\u9055\u3048\u308b | **\u898b\u51fa\u3057\u3068\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u3001\u691c\u7b97\u3067\u78ba\u304b\u3081\u308b** |\n| \u30da\u30fc\u30b8\u3054\u3068\u306e\u898b\u51fa\u3057\u306e\u884c\u3092\u6a3d\u3068\u3057\u3066\u6570\u3048\u308b | \u5217\u306e\u898b\u51fa\u3057\u306e\u5370\u3068\u5bfe\u5fdc\u8868\u306e\u6587\u5b57\u3067\u5916\u3059 |\n| \u4f3c\u305f\u6a3d\u756a\u53f7\u306b\u5bc4\u305b\u3066\u629c\u3051\u304c\u6d88\u3048\u308b | `unknown_cask` \u306b\u3059\u308b\u3002\u5bc4\u305b\u306a\u3044 |\n| \u554f\u3044\u3092\u3059\u3079\u3066\u306e\u30da\u30fc\u30b8\u306b\u5f53\u3066\u3066\u540c\u3058\u7b54\u3048\u304c\u4e26\u3076 | \u53e3\u5ea7\u756a\u53f7\u3068\u671f\u9593\u306f1\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u308b |\n| \u6708\u306e\u9014\u4e2d\u306e\u5165\u51fa\u5eab\u306e\u6570\u3048\u65b9\u3092\u8aa4\u308b | \u6599\u91d1\u8868\u306b\u6570\u3048\u65b9\u306e\u5217\u3092\u6301\u3064 |\n| `JobId` \u304c\u5207\u308c\u3066\u7d50\u679c\u304c\u53d6\u308c\u306a\u3044 | 7\u65e5\u9593\u3060\u3051\u6709\u52b9\u3002\u53d6\u3063\u305f\u6642\u70b9\u3067 S3 \u306b\u6b8b\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u8868\u306e\u8aad\u307f\u65b9\u306e\u8aa4\u308a\u3067\u3001**\u7167\u5408\u8868\u306e\u4e0a\u3067\u306f\u3001\u3042\u308a\u305d\u3046\u306a\u5dee\u306b\u898b\u3048\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4fdd\u7ba1\u696d\u8005\u306e\u540d\u524d\u3001\u53e3\u5ea7\u756a\u53f7\u3001\u6a3d\u3054\u3068\u306e\u84b8\u7559\u6240\u30fb\u5e74\u30fb\u91cf\u3001\u4fdd\u7ba1\u6599\u3068\u4fdd\u967a\u6599\u306e\u91d1\u984d\u3067\u3059\u3002**\u500b\u4eba\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u3069\u306e\u84b8\u7559\u6240\u306e\u4f55\u5e74\u306e\u6a3d\u3092\u3069\u308c\u3060\u3051\u6301\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u4ed5\u5165\u308c\u3068\u8ca9\u58f2\u306e\u8a08\u753b\u305d\u306e\u3082\u306e\u3067\u3001\u7af6\u5408\u306b\u77e5\u3089\u308c\u305f\u304f\u306a\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u660e\u7d30\u3068\u53f0\u5e33\u3092\u4e00\u89a7\u306e\u5916\u306b\u51fa\u3055\u306a\u3044** \u2026 \u7167\u5408\u8868\u306f\u8cfc\u8cb7\u90e8\u3068\u7d4c\u7406\u90e8\u3060\u3051\u304c\u898b\u307e\u3059\u3002**\u4fdd\u7ba1\u696d\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u4ed6\u306e\u4fdd\u7ba1\u696d\u8005\u306e\u53e3\u5ea7\u306e\u6a3d\u3084\u6599\u91d1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n2. **S3 \u306e\u7d50\u679c\u3092\u6697\u53f7\u5316\u3059\u308b** \u2026 `StartDocumentAnalysis` \u306b KMS \u306e\u9375\u3092\u6e21\u305b\u3070\u51fa\u529b\u3092\u305d\u306e\u9375\u3067\u6697\u53f7\u5316\u3067\u304d\u3001\u6e21\u3055\u306a\u3044\u3068\u304d\u306f SSE-S3 \u3067\u3059\u3002**\u30d0\u30b1\u30c3\u30c8\u306e\u6a29\u9650\u306f\u8cfc\u8cb7\u90e8\u306e\u51e6\u7406\u306b\u9650\u308a\u307e\u3059**\n3. **\u91cf\u306e\u6e1b\u308a\u65b9\u306e\u5370\u3092\u3001\u4fdd\u7ba1\u696d\u8005\u306e\u8cac\u4efb\u306e\u6839\u62e0\u306b\u3057\u306a\u3044** \u2026 HMRC \u306e\u5c4a\u51fa\u306e\u6ce8\u8a18\u3067\u306f\u3001\u4fdd\u7ba1\u4e2d\u306b\u8a8d\u3081\u3089\u308c\u308b\u6e1b\u308a\u306b\u6a3d\u306e\u719f\u6210\u306b\u3088\u308b\u6e1b\u308a\u304c\u542b\u307e\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5370\u306f\u3001\u6a3d\u306e\u72b6\u614b\u3092\u5c0b\u306d\u308b\u5165\u53e3\u3067\u3059\u3002** \u8cac\u4efb\u306e\u8a71\u306f\u3001\u5951\u7d04\u3068\u4fdd\u7ba1\u696d\u8005\u306e\u8aac\u660e\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u8cfc\u8cb7\u90e8\u304c\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\n4. **\u719f\u6210\u306e\u5e74\u6570\u306f\u53c2\u8003\u306b\u3068\u3069\u3081\u308b** \u2026 \u8a70\u3081\u305f\u65e5\u304b\u30893\u5e74\u306e\u65e5\u4ed8\u306f\u3001\u30b9\u30b3\u30c3\u30c1\u30a6\u30a4\u30b9\u30ad\u30fc\u3068\u3057\u3066\u58f2\u308a\u51fa\u305b\u308b\u6642\u671f\u306e\u76ee\u5b89\u3068\u3057\u3066\u4e00\u89a7\u306b\u51fa\u305b\u307e\u3059\u304c\u3001**\u540d\u4e57\u308c\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u719f\u6210\u306e\u5834\u6240\u3084\u6a3d\u306e\u6761\u4ef6\u3082\u542b\u3081\u3066\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u5224\u65ad\u3057\u307e\u305b\u3093\n5. **\u652f\u6255\u3068\u554f\u3044\u5408\u308f\u305b\u306f\u4eba\u304c\u6c7a\u3081\u308b** \u2026 `query_warehouse` \u306f\u78ba\u8a8d\u306e\u5165\u53e3\u3067\u3059\u3002**\u652f\u6255\u3092\u6b62\u3081\u308b\u304b\u3001\u3069\u306e\u5dee\u3092\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u306f\u3001\u4fdd\u7ba1\u696d\u8005\u3068\u306e\u95a2\u4fc2\u3092\u898b\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6a3d\u306e\u629c\u3051\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u6b63\u3057\u3044\u8acb\u6c42\u3092\u8aa4\u308a\u3068\u3057\u3066\u554f\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u5217\u3068\u6570\u3048\u65b9\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u8d77\u304d\u308b\u305f\u3081\u3001**\u610f\u5473\u304c\u6c7a\u307e\u3089\u306a\u3044\u5217\u3092\u7167\u3089\u3055\u306a\u3044\u6c7a\u307e\u308a\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u30b9\u30b3\u30c3\u30c8\u30e9\u30f3\u30c9\u306a\u3069\u82f1\u56fd\u306e\u4fdd\u7a0e\u5009\u5eab\u306b\u719f\u6210\u4e2d\u306e\u30a6\u30a4\u30b9\u30ad\u30fc\u306e\u6a3d\u3092\u9810\u3051\u3001\u8907\u6570\u306e\u4fdd\u7ba1\u696d\u8005\u304b\u3089\u6bce\u6708\u3001\u82f1\u6587\u306e\u6a3d\u306e\u5728\u5eab\u306e\u660e\u7d30\u3068\u4fdd\u7ba1\u6599\u306e\u8acb\u6c42\u66f8\u3092\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u9152\u985e\u306e\u8f38\u5165\u5546\u793e\u30fb\u6d0b\u9152\u306e\u8ca9\u58f2\u4f1a\u793e\u30fb\u81ea\u793e\u30d6\u30e9\u30f3\u30c9\u306e\u30a6\u30a4\u30b9\u30ad\u30fc\u3092\u4f5c\u308b\u4f1a\u793e\u3002\u6a3d\u306e\u6570\u304c\u6570\u767e\u304b\u3089\u5343\u3092\u8d85\u3048\u3001\u660e\u7d30\u3092\u53f0\u5e33\u30681\u884c\u305a\u3064\u898b\u6bd4\u3079\u308b\u306e\u3068\u3001\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6599\u91d1\u3068\u4f5c\u696d\u6599\u306e\u78ba\u304b\u3081\u306b\u624b\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u9810\u3051\u3066\u3044\u308b\u6a3d\u304c\u6570\u6a3d\u3067\u3001\u660e\u7d30\u3092\u76ee\u3067\u898b\u3066\u3082\u8ca0\u62c5\u306b\u306a\u3089\u306a\u3044\u5834\u5408\u3002\u4fdd\u7ba1\u696d\u8005\u304c\u30dd\u30fc\u30bf\u30eb\u3084 CSV \u3067\u5728\u5eab\u3068\u8acb\u6c42\u306e\u30c7\u30fc\u30bf\u3092\u6e21\u3057\u3066\u304f\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u304c\u8981\u308a\u307e\u305b\u3093\uff09\u3002\u660e\u7d30\u304c\u65e5\u672c\u8a9e\u3067\u5c4a\u304f\u5834\u5408\uff08AWS Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u306a\u304a\u3001\u6a3d\u306e\u4fa1\u5024\u306e\u8a55\u4fa1\u3001\u719f\u6210\u306e\u826f\u3057\u60aa\u3057\u306e\u5224\u65ad\u3001\u9152\u7a0e\u30fb\u95a2\u7a0e\u306e\u624b\u7d9a\u304d\u3001\u4fdd\u7ba1\u696d\u8005\u3078\u306e\u652f\u6255\u306e\u53ef\u5426\u306e\u6c7a\u5b9a\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6599\u91d1\u8868\u3092\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u5f62\u306b\u3059\u308b**\n\n\u4fdd\u7ba1\u696d\u8005\u3054\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3092\u3001**\u6a3d\u306e\u7a2e\u985e\u3054\u3068\u306e\u6599\u91d1\u3001\u9031\u304b\u6708\u304b\u3001\u6708\u306e\u9014\u4e2d\u306e\u5165\u51fa\u5eab\u306e\u6271\u3044\u3001\u4f5c\u696d\u6599\u306e\u5358\u4fa1**\u3068\u3057\u30661\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u3082\u3001\u30e1\u30fc\u30eb\u304b\u3089\u4e00\u89a7\u306b\u79fb\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a5\u53e3\u5ea7\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e5\u53e3\u5ea7\u5206\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307e\u305b\u307e\u3059\u3002**\u5217\u306e\u898b\u51fa\u3057\u306e\u5370\u304c\u4ed8\u304f\u304b\u3001\u30da\u30fc\u30b8\u3092\u307e\u305f\u3050\u8868\u3092\u4e26\u3079\u76f4\u305b\u308b\u304b\u3001\u91cf\u306e\u5217\u306e\u7a2e\u985e\u304c\u898b\u51fa\u3057\u304b\u3089\u6c7a\u307e\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5217\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u9810\u3051\u3066\u3044\u308b\u6a3d\u306e\u591a\u3044\u4fdd\u7ba1\u696d\u8005\u304b\u3089\u3001**\u5217\u306e\u898b\u51fa\u3057\u3068\u7565\u53f7\u3001\u91cf\u306e\u5217\u306e\u7a2e\u985e\u3001\u6a3d\u756a\u53f7\u306e\u66f8\u304d\u65b9**\u30921\u884c\u305a\u3064\u307e\u3068\u3081\u307e\u3059\u3002\u7565\u53f7\u306e\u610f\u5473\u304c\u5206\u304b\u3089\u306a\u3044\u4fdd\u7ba1\u696d\u8005\u306b\u306f\u3001\u660e\u7d30\u306e\u5217\u306e\u5b9a\u7fa9\u3092\u5c0b\u306d\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u7a81\u304d\u5408\u308f\u305b\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001**\u6a3d\u756a\u53f7\u3067\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u305f\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067**\u4f5c\u308a\u307e\u3059\u3002\u3053\u306e\u6642\u70b9\u3067\u306f\u6599\u91d1\u306e\u7167\u5408\u3092\u305b\u305a\u3001\u6a3d\u306e\u53d6\u308c\u65b9\u3060\u3051\u3092\u898b\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u691c\u7b97\u3068\u5408\u8a08\u306e\u7167\u5408\u3001\u6599\u91d1\u8868\u3068\u4f5c\u696d\u306e\u4f9d\u983c\u306e\u8a18\u9332\u306e\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u518d\u8a08\u91cf\u306e\u5024\u306e\u5c65\u6b74\u3092\u7a4d\u307f\u91cd\u306d\u30011\u4ef645\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`needs_review` \u304c\u6708\u306b\u6570\u4ef6\u307e\u3067\u6e1b\u308a\u3001\u6a3d\u306e\u629c\u3051\u3068\u6599\u91d1\u306e\u5dee\u304c\u305d\u306e\u6708\u306e\u3046\u3061\u306b\u554f\u3044\u5408\u308f\u305b\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0775","UC-1752","UC-0152","UC-1750"],"related_articles":[{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"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"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u5f62\u5f0f\u306e PDF \u306f\u4e0d\u53ef\u3002\u540c\u671f\u306f10MB\u30fbPDF 1\u30da\u30fc\u30b8\u307e\u3067\u3001\u975e\u540c\u671f\u306f PDF 500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002PDF \u306f\u7e26\u6a2a40\u30a4\u30f3\u30c1\u30fb9,000\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u3067\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u554f\u3044\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u306e\u307f\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI \u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u3002\u65e5\u672c\u8a9e\u306a\u3069\u306e\u7e26\u66f8\u304d\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-29 |\n| `AnalyzeDocument` \u304c\u30d5\u30a9\u30fc\u30e0\uff08`KEY_VALUE_SET`\uff09\u30fb\u8868\uff08`TABLE`\u30fb`CELL`\uff09\u30fb\u554f\u3044\uff08`QUERY`\u30fb`QUERY_RESULT`\uff09\u3092\u8fd4\u3059\u3053\u3068\u3002`FeatureTypes` \u306e\u5024\u3002\u540c\u671f\u306e\u51e6\u7406\u3067\u3001\u975e\u540c\u671f\u306f `StartDocumentAnalysis` \u3092\u4f7f\u3046\u3053\u3068 | [AWS: AnalyzeDocument](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_AnalyzeDocument.html) | 2026-10-29 |\n| `StartDocumentAnalysis` \u304c `JobId` \u3092\u8fd4\u3057\u3001\u5b8c\u4e86\u306e\u72b6\u614b\u3092 SNS \u306b\u77e5\u3089\u305b\u3001`SUCCEEDED` \u3092\u78ba\u304b\u3081\u3066\u304b\u3089 `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002\u540c\u3058 `ClientRequestToken` \u306a\u3089\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3002`KMSKeyId` \u3092\u6e21\u3055\u306a\u3044\u3068 SSE-S3 \u3067\u6697\u53f7\u5316\u3055\u308c\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-29 |\n| \u8868\u306e\u30bb\u30eb\u306b `COLUMN_HEADER`\u30fb`TABLE_SUMMARY`\u30fb`TABLE_FOOTER` \u306a\u3069\u306e `EntityTypes` \u304c\u4ed8\u304f\u3053\u3068\u3002\u7d50\u5408\u3057\u305f\u30bb\u30eb\u304c `MERGED_CELL` \u3067\u8fd4\u308b\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-29 |\n| \u554f\u3044\u306e `Pages` \u3092\u6307\u5b9a\u3057\u306a\u3044\u3068 `[\"1\"]` \u306b\u306a\u308b\u3053\u3068\u3002`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [AWS: Query](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-29 |\n| \u30b9\u30b3\u30c3\u30c1\u30a6\u30a4\u30b9\u30ad\u30fc\u304c\u3001\u5bb9\u91cf700\u30ea\u30c3\u30c8\u30eb\u4ee5\u4e0b\u306e\u30aa\u30fc\u30af\u6a3d\u3067\u3001\u30b9\u30b3\u30c3\u30c8\u30e9\u30f3\u30c9\u3067\u3001\u4fdd\u7a0e\u5009\u5eab\u306a\u3069\u30673\u5e74\u4ee5\u4e0a\u719f\u6210\u3055\u305b\u3001\u5ea6\u657040\uff05\u4ee5\u4e0a\u306e\u3082\u306e\u3068\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [legislation.gov.uk: The Scotch Whisky Regulations 2009, regulation 3](https:\/\/www.legislation.gov.uk\/uksi\/2009\/2890\/regulation\/3) | 2026-10-29 |\n| \u4fdd\u7a0e\u5009\u5eab\u306e\u5728\u5eab\u306e\u8a18\u9332\u304c\u3001\u30b9\u30d4\u30ea\u30c3\u30c4\u306f\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\uff08litres of alcohol\uff09\u3067\u3001\u5bb9\u5668\u306e\u6570\u3068\u3068\u3082\u306b\u8a18\u9332\u3055\u308c\u3001\u6301\u3061\u4e3b\u30fb\u5ea6\u6570\u30fb\u53d7\u3051\u5165\u308c\u305f\u65e5\u3092\u793a\u3059\u3053\u3068\u3002\u6e1b\u308a\u306f\u8a18\u9332\u3057\u3066\u8abf\u3079\u3001\u51fa\u3069\u3053\u308d\u306e\u9055\u3046\u6e1b\u308a\u3068\u5897\u3048\u3092\u76f8\u6bba\u3067\u304d\u306a\u3044\u3053\u3068 | [GOV.UK: Keeping records for an excise warehouse](https:\/\/www.gov.uk\/guidance\/keeping-records-for-an-excise-warehouse) | 2026-10-29 |\n| \u5728\u5eab\u306e\u5c4a\u51fa\uff08W1\uff09\u3067\u3001\u30a6\u30a4\u30b9\u30ad\u30fc\u306a\u3069\u306e\u30b9\u30d4\u30ea\u30c3\u30c4\u306f20\u2103\u306e\u30a2\u30eb\u30b3\u30fc\u30eb\u5206\u306e\u91cf\u3067\u8a18\u9332\u3059\u308b\u3053\u3068\u3002\u4fdd\u7ba1\u4e2d\u306b\u8a8d\u3081\u3089\u308c\u308b\u6e1b\u308a\u306b\u3001\u6a3d\u306e\u719f\u6210\u306b\u3088\u308b\u6e1b\u308a\u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [GOV.UK: Notes to help you 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