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\u66f8\u985e\u306f\u52a0\u5de5\u304c\u7d42\u308f\u3063\u3066\u8239\u7a4d\u307f\u3059\u308b\u3068\u304d\u306b\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306b\u5c4a\u304d\u307e\u3059\u3002**\u88fd\u54c1\u304c\u65e5\u672c\u306b\u7740\u304f\u524d\u306b\u5dee\u3092\u51fa\u3057\u3066\u304a\u3051\u3070\u3001\u7740\u3044\u305f\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u91cf\u308a\u76f4\u3059\u30ed\u30c3\u30c8\u3092\u5148\u306b\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u59d4\u8a17\u5148\u306e\u7565\u53f7\u3068\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u307e\u3059\u3002** \u59d4\u8a17\u5148\u304c\u5206\u304b\u308c\u3070\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u6700\u521d\u304b\u3089\u6b63\u3057\u304f\u9078\u3079\u307e\u3059\u3002**\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306f\u30ed\u30c3\u30c8\u3067\u7d44\u306b\u3057\u3001** \u4e21\u65b9\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u7167\u5408\u3092\u59cb\u3081\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**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u52a0\u5de5\u5831\u544a | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u52a0\u5de5\u306e\u65e5\u3001\u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\u3001\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3001\u526f\u7523\u7269\u306e\u91cd\u91cf\u3001\u691c\u54c1\u3057\u305f\u8005\u3001\u7f72\u540d | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8 | \u898f\u683c\u3054\u3068\u306e\u7bb1\u306e\u6570\u30011\u7bb1\u306e\u91cd\u91cf\u3001\u5408\u8a08\u306e\u91cd\u91cf\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u91cd\u91cf\u306e\u5358\u4f4d | \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\u7f72\u540d\u3001**\u4fe1\u983c\u5ea6\u3068\u3001\u5370\u5b57\u304b\u624b\u66f8\u304d\u304b** | AWS Textract |\n| \u652f\u7d66\u306e\u8a18\u9332 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u9b5a\u7a2e\u3001\u51fa\u8377\u3057\u305f\u91cd\u91cf\uff08\u89e3\u51cd\u524d\uff09\u3001\u51fa\u8377\u306e\u65e5 | \u751f\u7523\u7ba1\u7406\u90e8\u306e\u8868 |\n| \u59d4\u8a17\u306e\u5951\u7d04\u306e\u8868 | \u88fd\u54c1\u306e\u898f\u683c\u3054\u3068\u306e\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3001\u52a0\u5de5\u8cc3\u306e\u5358\u4fa1\u3068\u6255\u3046\u91cd\u91cf\u306e\u57fa\u6e96\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u5dee\u306e\u8a31\u3059\u5e45 | \u751f\u7523\u7ba1\u7406\u90e8\u306e\u8868 |\n| \u9805\u76ee\u306e\u5bfe\u5fdc\u8868 | \u59d4\u8a17\u5148\u3054\u3068\u306e\u6b04\u306e\u540d\u524d\u3068\u5171\u901a\u306e\u9805\u76ee\u3001**\u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3001\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9** | \u81ea\u793e\u3067\u6574\u3048\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u306e\u300c\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u300d\u306e\u5217\u3067\u3059\u3002** \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u898b\u51fa\u3057\u306b\u300cNet Weight (excl. glaze)\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u306b\u5f93\u3044\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\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**\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9\u3082\u3001\u5bfe\u5fdc\u8868\u306b1\u5217\u6301\u305f\u305b\u307e\u3059\u3002** \u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u3092\u89e3\u51cd\u306e\u524d\u306b\u91cf\u308b\u304b\u5f8c\u306b\u91cf\u308b\u304b\u3067\u3001**\u540c\u3058\u539f\u6599\u3067\u3082\u91cd\u91cf\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3092\u3069\u3061\u3089\u3067\u53d6\u308a\u6c7a\u3081\u305f\u304b\u3092\u3001\u5951\u7d04\u306e\u8868\u3068\u5408\u308f\u305b\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u526f\u7523\u7269\u306e\u91cd\u91cf\u306f\u3001\u7167\u5408\u306e\u88dc\u52a9\u306b\u4f7f\u3044\u307e\u3059\u3002** \u88fd\u54c1\u3068\u526f\u7523\u7269\u306e\u91cd\u91cf\u306e\u5408\u8a08\u304c\u539f\u6599\u306e\u91cd\u91cf\u304b\u3089\u5927\u304d\u304f\u96e2\u308c\u3066\u3044\u308c\u3070\u3001**\u3069\u3053\u304b\u306e\u6b04\u306e\u8aad\u307f\u9055\u3044\u304b\u3001\u5831\u544a\u306e\u66f8\u304d\u9055\u3044\u306e\u7591\u3044\u304c\u3042\u308a\u307e\u3059\u3002**","data_source":"\u5831\u544a\u306f1\u30da\u30fc\u30b8\u304b\u3089\u6570\u30da\u30fc\u30b8\u306a\u306e\u3067\u3001**\u30da\u30fc\u30b8\u6570\u306b\u3088\u3089\u305a\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u306b S3 \u306e\u5834\u6240\u3092\u6e21\u3057\u3001`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES` \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| \u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf | `TABLE` \u306e `CELL` | \u6b69\u7559\u307e\u308a\u306e\u5206\u5b50 |\n| \u7bb1\u306e\u6570\u30fb1\u7bb1\u306e\u91cd\u91cf | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e `TABLE` \u306e `CELL` | \u88fd\u54c1\u306e\u91cd\u91cf\u306e\u691c\u7b97 |\n| \u5408\u8a08\u306e\u884c | `EntityTypes` \u304c `TABLE_SUMMARY` \u306e\u30bb\u30eb | \u884c\u306e\u5408\u8a08\u3068\u306e\u7167\u5408 |\n| \u539f\u6599\u306e\u91cd\u91cf\u30fb\u30ed\u30c3\u30c8\u756a\u53f7 | `KEY_VALUE_SET`\u3001`QUERY_RESULT` | \u6b69\u7559\u307e\u308a\u306e\u5206\u6bcd\u3001\u53f0\u5e33\u306e\u884c |\n| \u7f72\u540d | `SIGNATURE` | \u691c\u54c1\u3057\u305f\u8005\u306e\u7f72\u540d\u306e\u6709\u7121 |\n| \u5370\u5b57\u304b\u624b\u66f8\u304d\u304b | `WORD` \u306e `TextType` | \u624b\u66f8\u304d\u306e\u91cd\u91cf\u306e\u6271\u3044\u3092\u5206\u3051\u308b |\n\n**\u554f\u3044\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002** \u59d4\u8a17\u5148\u306e\u5831\u544a\u306f\u82f1\u6587\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\u3089\u305a\u3001** \u539f\u6599\u306e\u91cd\u91cf\u304c2\u30da\u30fc\u30b8\u76ee\u306e\u96c6\u8a08\u306b\u66f8\u304b\u308c\u308b\u59d4\u8a17\u5148\u3082\u3042\u308b\u305f\u3081\u3001\u305d\u306e\u59d4\u8a17\u5148\u3060\u3051 `Pages` \u306b `*` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3069\u306e\u59d4\u8a17\u5148\u304c\u305d\u3046\u304b\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u6301\u305f\u305b\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\u3001\u518d\u8a66\u884c\u3067\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**\u52a0\u5de5\u5834\u3067\u64ae\u3063\u305f\u5831\u544a\u306e\u5199\u771f\u3082\u3001\u305d\u306e\u307e\u307e\u8aad\u3081\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\u59d4\u8a17\u5148\u306b\u983c\u307f\u307e\u3059**\n3. **\u753b\u50cf\u3068\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3001\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**\u51b7\u51cd\u5eab\u306e\u524d\u3067\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u971c\u3084\u624b\u3076\u308c\u3067\u6587\u5b57\u304c\u3064\u3076\u308c\u304c\u3061\u3067\u3059**\n4. **\u7d44\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u30ed\u30c3\u30c8\u306e\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\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**\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u59d4\u8a17\u5148\u3068\u30ed\u30c3\u30c8\u756a\u53f7\u304c\u540c\u3058\u3082\u306e\u306f\u91cd\u8907\u3068\u3057\u3066\u5916\u3057\u307e\u3059\u3002**\u8a02\u6b63\u306e\u7248\u304c\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u6b8b\u3057\u3066\u4eba\u304c\u9078\u3073\u307e\u3059**\n6. **\u5358\u4f4d\u306e\u78ba\u8a8d** \u2026 \u5bfe\u5fdc\u8868\u306e\u5358\u4f4d\u3068\u3001\u8868\u306e\u898b\u51fa\u3057\u306e\u300ckg\u300d\u300clbs\u300d\u3092\u7167\u3089\u3057\u307e\u3059\u3002**\u4e21\u65b9\u304c\u98df\u3044\u9055\u3048\u3070\u3001\u305d\u306e\u30ed\u30c3\u30c8\u3092 `unit_conflict` \u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 1\u30dd\u30f3\u30c9\u306f\u304a\u3088\u305d0.45\u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3001**\u5358\u4f4d\u3092\u53d6\u308a\u9055\u3048\u305f\u6b69\u7559\u307e\u308a\u306f\u3001\u534a\u5206\u4ee5\u4e0b\u304b\u500d\u4ee5\u4e0a\u306b\u306a\u308a\u307e\u3059\u3002** \u5927\u304d\u3059\u304e\u308b\u5dee\u306f\u76ee\u7acb\u3061\u307e\u3059\u304c\u3001\u5408\u8a08\u3060\u3051\u304c lb \u3067\u66f8\u304b\u308c\u305f\u66f8\u985e\u306e\u3088\u3046\u306b\u4e00\u90e8\u306e\u6b04\u3060\u3051\u304c\u9055\u3046\u3068\u3001\u5dee\u304c\u5c0f\u3055\u304f\u51fa\u3066\u898b\u9003\u3057\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u6b04\u306e\u540d\u524d\u30fb\u5358\u4f4d\u30fb\u4fe1\u983c\u5ea6\u30fb\u5370\u5b57\u304b\u624b\u66f8\u304d\u304b\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u305d\u308d\u3048\u3001\u7bb1\u306e\u7167\u5408\u3001\u6b69\u7559\u307e\u308a\u306e\u8a08\u7b97\u3068\u5951\u7d04\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| \u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u52a0\u5de5\u306e\u65e5 | \u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u30d5\u30a9\u30fc\u30e0 | \u7a7a\u306a\u3089\u53f0\u5e33\u306e\u884c\u3092\u6c7a\u3081\u3089\u308c\u305a `needs_review` |\n| \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf | \u30d5\u30a9\u30fc\u30e0\u3001\u554f\u3044\u3078\u306e\u7b54\u3048 | \u7a7a\u306a\u3089\u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002**`needs_review`** |\n| \u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf | \u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `missing`\u3002**0\u3068\u306f\u307f\u306a\u3055\u306a\u3044** |\n| \u7bb1\u306e\u6570\u30fb1\u7bb1\u306e\u91cd\u91cf\u30fb\u30b0\u30ec\u30fc\u30ba\u306e\u7387 | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u8868 | \u7a7a\u306a\u3089\u7bb1\u306e\u7167\u5408\u3092\u3057\u306a\u3044 |\n| \u526f\u7523\u7269\u306e\u91cd\u91cf\u30fb\u7f72\u540d | \u8868\u306e\u30bb\u30eb\u3001\u7f72\u540d | \u7f72\u540d\u304c\u7121\u3051\u308c\u3070\u4e00\u89a7\u306b\u5370\u3092\u4ed8\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u306e\u63a8\u6e2c | \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u3067\u5272\u308b\u3068\u3001\u8db3\u308a\u306a\u3044\u30ed\u30c3\u30c8\u304c\u8db3\u308a\u3066\u898b\u3048\u308b |\n| \u5358\u4f4d\u306e\u63a8\u6e2c | lb \u3092 kg \u3068\u8aad\u3080\u3068\u6b69\u7559\u307e\u308a\u304c\u500d\u4ee5\u4e0a\u306b\u306a\u308b |\n| \u539f\u6599\u306e\u91cd\u91cf\u3092\u652f\u7d66\u306e\u8a18\u9332\u3067\u57cb\u3081\u308b | \u8f38\u9001\u4e2d\u306e\u6e1b\u308a\u3084\u91cf\u308a\u65b9\u306e\u5dee\u304c\u6d88\u3048\u308b |\n| \u6b69\u7559\u307e\u308a\u306e\u4f4e\u3055\u306e\u7406\u7531\u306e\u5224\u65ad | \u539f\u6599\u306e\u5927\u304d\u3055\u30fb\u9bae\u5ea6\u30fb\u52a0\u5de5\u306e\u8155\u306e\u3069\u308c\u304b\u306f\u753b\u50cf\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044 |\n| \u7cbe\u7b97\u306e\u8acb\u6c42\u306e\u53ef\u5426\u306e\u6c7a\u5b9a | \u5951\u7d04\u3068\u53d6\u5f15\u306e\u95a2\u4fc2\u3092\u898b\u3066\u7d4c\u7406\u90e8\u3068\u751f\u7523\u7ba1\u7406\u90e8\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5831\u544a\u306b\u539f\u6599\u306e\u91cd\u91cf\u304c\u7121\u3044\u3068\u304d\u3001\u624b\u5143\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u3067\u5272\u308a\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u305d\u3046\u3059\u308b\u3068\u3001\u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u6642\u70b9\u306e\u5dee\u304c\u6d88\u3048\u3001** \u8f38\u9001\u4e2d\u306b\u6e1b\u3063\u305f\u306e\u304b\u3001\u52a0\u5de5\u3067\u6e1b\u3063\u305f\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\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\u6b21\u306e4\u3064\u3067\u3059\u3002\n\n```\n\u3010\u554f\u3044\uff08Queries\u3002\u82f1\u6587\u306e\u5831\u544a\uff09\u3011\n1. Alias: LOT_NO        Text: What is the lot number?\n2. Alias: RAW_WEIGHT    Text: What is the total raw material weight received?\n3. Alias: PROCESS_DATE  Text: What is the processing date?\n4. Alias: GLAZE         Text: What is the glaze percentage?\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\u652f\u7d66\u306e\u8a18\u9332\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. \u6b04\u306e\u540d\u524d\u306f\u3001\u305d\u306e\u59d4\u8a17\u5148\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u5171\u901a\u306e\u9805\u76ee\n   \uff08raw_weight, product_weight, byproduct_weight, cartons,\n     weight_per_carton, glaze_pct\uff09\u306b\u76f4\u3059\u3002\u8868\u306b\u7121\u3044\u540d\u524d\u306f unknown_item \u3068\u3059\u308b\u3002\n4. \u5358\u4f4d\u306f\u8868\u306e\u898b\u51fa\u3057\u306e\u5370\u3001\u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\n   \u4e21\u65b9\u3042\u3063\u3066\u98df\u3044\u9055\u3048\u3070 unit_conflict \u3068\u3057\u3001\u8a08\u7b97\u306b\u4f7f\u308f\u306a\u3044\u3002\n5. \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u91cd\u91cf\u304c\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u306f\u3001\u898b\u51fa\u3057\u306e\u8a9e\u3001\n   \u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 needs_review \u3068\u3057\u3001\n   \u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002\n6. \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u306f\u3001\u5951\u7d04\u306e\u8868\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3067\u6b63\u5473\u306b\u76f4\u3059\u3002\n   \u5831\u544a\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u304c\u5951\u7d04\u3068\u9055\u3048\u3070 glaze_diff \u3068\u3059\u308b\u3002\n7. \u7bb1\u306e\u6570 \u00d7 1\u7bb1\u306e\u6b63\u5473\u91cd\u91cf \u3068\u3001\u5831\u544a\u306e\u88fd\u54c1\u306e\u6b63\u5473\u91cd\u91cf\u306e\u5dee\u304c\n   \u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 carton_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u306e\u5024\u3082\u76f4\u3055\u306a\u3044\u3002\n8. \u6b69\u7559\u307e\u308a\u306f\u3001\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u6b63\u5473\u91cd\u91cf \u00f7 \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\n   \u00d7 100 \u3068\u3057\u3001\u5c0f\u65701\u6841\u3067\u6b8b\u3059\u3002\n9. \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\u3068\u3001\u652f\u7d66\u306e\u8a18\u9332\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u306e\u5dee\u304c\n   \u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 weight_gap \u3068\u3059\u308b\u3002\n10. \u82f1\u8a9e\u3067\u306a\u3044\u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u306f\u7167\u5408\u306b\u4f7f\u308f\u305a\u3001\u6b04\u306e\u6587\u5b57\u3092\u4e00\u89a7\u306b\u5199\u3059\u3002\n```\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7f60\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u305f\u3076\u3093\u3053\u3046\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\u6b69\u7559\u307e\u308a\u304c\u7cbe\u7b97\u307e\u3067\u901a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3089\u306a\u3044\u59d4\u8a17\u5148\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u305b\u3070\u6b21\u306e\u30ed\u30c3\u30c8\u304b\u3089\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5831\u544a\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3092\u305d\u306e\u307e\u307e\u4f7f\u308f\u306a\u3044\u306e\u3082\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u30b0\u30ec\u30fc\u30ba\u306e\u7387\u306f\u5951\u7d04\u3067\u6c7a\u3081\u305f\u5024\u3067\u3001**\u5831\u544a\u306e\u5024\u304c\u9055\u3048\u3070\u3001\u305d\u308c\u81ea\u4f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306e JSON \u3067\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"processor_code\": \"PR-VN-01\",\n  \"lot_no\": \"\",\n  \"process_date\": \"2026-09-18\",\n  \"raw_weight_kg\": 0,\n  \"raw_weight_basis\": \"before_thaw | after_thaw\",\n  \"products\": [\n    { \"spec\": \"fillet_skinless_boneless\", \"weight_raw\": \"\", \"unit\": \"kg | lb\",\n      \"glaze_basis\": \"net | with_glaze\", \"net_kg\": 0, \"yield_pct\": 0,\n      \"contract_yield_pct\": 0, \"diff_pt\": 0,\n      \"status\": \"ok | below_contract | missing | unreadable | needs_review\",\n      \"text_type\": \"PRINTED\", \"confidence\": 0 }\n  ],\n  \"checks\": {\n    \"carton\": \"ok | carton_mismatch | not_checked\",\n    \"glaze\": \"ok | glaze_diff | not_checked\",\n    \"supply_weight\": \"ok | weight_gap | not_checked\",\n    \"unit\": \"ok | unit_conflict\"\n  },\n  \"signature_found\": true,\n  \"verdict\": \"ok | query_processor | needs_review\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5143\u306e\u6587\u5b57\u3068\u76f4\u3057\u305f\u91cd\u91cf\u3092\u4e26\u3079\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `weight_raw` \u3068 `unit` \u3068 `glaze_basis` \u3068 `net_kg` \u304c\u4e26\u3093\u3067\u3044\u308c\u3070\u3001**\u3069\u306e\u57fa\u6e96\u3067\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5dee\u3092\u300c\u3069\u3053\u3067\u6e1b\u3063\u305f\u304b\u300d\u306b\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `supply_weight` \u306f\u8f38\u9001\u3068\u53d7\u3051\u5165\u308c\u306e\u5dee\u3001`yield_pct` \u306f\u52a0\u5de5\u306e\u5dee\u3067\u3059\u3002**\u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u3001\u3069\u3061\u3089\u306e\u5dee\u304b\u3067\u76f8\u624b\u306b\u805e\u304f\u3053\u3068\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| \u3059\u3079\u3066\u306e\u898f\u683c\u304c\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3092\u6e80\u305f\u3057\u3001checks \u304c\u3059\u3079\u3066 `ok` | `ok` |\n| `below_contract`\u30fb`weight_gap`\u30fb`glaze_diff`\u30fb`carton_mismatch` \u304c\u3042\u308b | `query_processor` |\n| `needs_review`\u30fb`missing`\u30fb`unreadable`\u30fb`unit_conflict` \u304c\u3042\u308b | `needs_review` |\n\n**`below_contract` \u306f\u8acb\u6c42\u306e\u6c7a\u5b9a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5951\u7d04\u306e\u8a31\u3059\u5e45\u3092\u5916\u308c\u305f\u3053\u3068\u306e\u8a18\u9332\u3067\u3001**\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u4eba\u304c\u6c7a\u3081\u307e\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 | \u5831\u544a\u306e\u8868\u30fb\u9805\u76ee\u30fb\u554f\u3044\u30fb\u7f72\u540d\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| \u652f\u7d66\u306e\u8a18\u9332\u30fb\u59d4\u8a17\u306e\u5951\u7d04\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u51fa\u8377\u3057\u305f\u91cd\u91cf\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387 |\n| \u9805\u76ee\u306e\u5bfe\u5fdc\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6b04\u306e\u540d\u524d\u3001\u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044 |\n| \u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306e\u53d6\u308a\u8fbc\u307f | \u30ed\u30c3\u30c8\u306e\u884c |\n| \u5dee\u306e\u4e00\u89a7 | \u5224\u5b9a\u306e\u66f8\u304d\u51fa\u3057 | \u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc |\n\n**\u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33\u306b\u306f\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3092\u53d6\u308a\u9055\u3048\u305f\u5024\u304c\u53f0\u5e33\u306b\u5165\u308b\u3068\u3001**\u59d4\u8a17\u5148\u3054\u3068\u306e\u6b69\u7559\u307e\u308a\u306e\u50be\u5411\u3092\u8aa4\u3063\u3066\u8aad\u307f\u3001** \u6b21\u306e\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u306e\u53d6\u308a\u6c7a\u3081\u307e\u3067\u72c2\u3044\u307e\u3059\u3002\u7d4c\u7406\u306e\u7cbe\u7b97\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304e\u307e\u305b\u3093\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `ok` \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u30ed\u30c3\u30c8\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u53f0\u5e33\u306b\u53d6\u308a\u8fbc\u307f\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 \u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3001\u624b\u66f8\u304d\u306e\u91cd\u91cf\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. **`weight_gap` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u51fa\u8377\u3057\u305f\u91cd\u91cf\u3068\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u306e\u5dee\u3092\u3001\u89e3\u51cd\u306e\u524d\u5f8c\u306e\u5b9a\u7fa9\u3068\u8f38\u9001\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`below_contract` \u3092\u7d4c\u7406\u3068\u898b\u308b** \u2026 \u5951\u7d04\u306e\u8a31\u3059\u5e45\u3068\u3001\u540c\u3058\u59d4\u8a17\u5148\u306e\u524d\u5f8c\u306e\u30ed\u30c3\u30c8\u306e\u6b69\u7559\u307e\u308a\u3092\u898b\u3066\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n4. **\u88fd\u54c1\u304c\u7740\u3044\u305f\u3089\u91cf\u308a\u76f4\u3059\u30ed\u30c3\u30c8\u3092\u6c7a\u3081\u308b** \u2026 `glaze_diff` \u3068 `carton_mismatch` \u306e\u30ed\u30c3\u30c8\u306f\u3001\u7740\u3044\u305f\u7bb1\u306e\u6b63\u5473\u91cd\u91cf\u3092\u91cf\u308a\u76f4\u3059\u5019\u88dc\u306b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u539f\u6599\u306e\u9b5a\u306e\u5927\u304d\u3055\u3084\u5b63\u7bc0\u3067\u6b69\u7559\u307e\u308a\u306f\u52d5\u304d\u3001**\u59d4\u8a17\u5148\u3068\u306e\u9577\u3044\u53d6\u5f15\u306e\u4e2d\u3067\u3001\u3069\u3053\u307e\u3067\u3092\u7cbe\u7b97\u306e\u5bfe\u8c61\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u306e\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\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| \u5358\u4f4d\u304c\u898b\u51fa\u3057\u3068\u5bfe\u5fdc\u8868\u3067\u98df\u3044\u9055\u3046 | `unit_conflict`\u3002**\u8a08\u7b97\u306b\u4f7f\u308f\u305a\u4eba\u304c\u6c7a\u3081\u308b** |\n| \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002\u59d4\u8a17\u5148\u306b\u78ba\u304b\u3081\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059 |\n| \u539f\u6599\u306e\u91cd\u91cf\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002**\u652f\u7d66\u306e\u8a18\u9332\u3067\u57cb\u3081\u306a\u3044** |\n| 1\u3064\u306e\u30ed\u30c3\u30c8\u304c2\u3064\u306e\u8239\u7a4d\u307f\u306b\u5206\u304b\u308c\u308b | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3092\u5408\u308f\u305b\u3066\u304b\u3089\u7167\u3089\u3059\u3002\u5408\u308f\u305b\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u898f\u683c\u306e\u540d\u524d\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | `unknown_item`\u3002**\u4f3c\u305f\u898f\u683c\u306b\u5bc4\u305b\u306a\u3044** |\n| \u526f\u7523\u7269\u3092\u542b\u3081\u305f\u5408\u8a08\u304c\u539f\u6599\u306e\u91cd\u91cf\u3092\u8d85\u3048\u308b | \u6b04\u306e\u8aad\u307f\u9055\u3044\u3092\u7591\u3044\u3001`needs_review` |\n| \u73fe\u5730\u306e\u8a00\u8449\u306e\u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b | \u7167\u5408\u306b\u4f7f\u308f\u305a\u3001\u6b04\u306e\u6587\u5b57\u3092\u4e00\u89a7\u306b\u5199\u3057\u3066\u4eba\u3078 |\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\u66f8\u985e\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u3068\u3001\u5bfe\u5fdc\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**","log_storage":"- \u5143\u306e\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u59d4\u8a17\u5148\u30fb\u30ed\u30c3\u30c8\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068 `JobId`\n- \u30ed\u30c3\u30c8\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5bfe\u5fdc\u8868\u30fb\u5951\u7d04\u306e\u8868\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6b04\u3092\u3001\u3069\u3046\u8aad\u307f\u76f4\u3057\u305f\u304b\n- \u59d4\u8a17\u5148\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3068\u8fd4\u4e8b\u3001\u7cbe\u7b97\u306e\u7d50\u679c\n- \u88fd\u54c1\u304c\u7740\u3044\u305f\u5f8c\u306b\u91cf\u308a\u76f4\u3057\u305f\u6b63\u5473\u91cd\u91cf\uff08\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u5f8c\u304b\u3089\u8db3\u3059\uff09\n- **\u59d4\u8a17\u5148\u3054\u3068\u30fb\u898f\u683c\u3054\u3068\u306e\u6b69\u7559\u307e\u308a\u306e\u63a8\u79fb**\n\n**6\u3064\u76ee\u3092\u8db3\u3057\u3066\u3044\u304f\u3068\u3001\u59d4\u8a17\u5148\u306e\u5831\u544a\u3068\u81ea\u793e\u3067\u91cf\u308a\u76f4\u3057\u305f\u91cd\u91cf\u306e\u5dee\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u5dee\u306e\u5927\u304d\u3044\u59d4\u8a17\u5148\u306e\u30ed\u30c3\u30c8\u306f\u3001\u91cf\u308a\u76f4\u3059\u5019\u88dc\u3092\u5e83\u3052\u308b\u6750\u6599\u306b\u306a\u308a\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":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":30,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":20,"after_hours_month":4,"saved_hours_month":16,"reduction_rate":80,"saved_hours_year":192,"annual_cost_effect":672000,"summary":"\u6d77\u5916\u306e\u52a0\u5de5\u59d4\u8a17\u5148\u304b\u3089\u30ed\u30c3\u30c8\u3054\u3068\u306b\u5c4a\u304f\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3092\u8aad\u307f\u53d6\u308a\u3001\u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33\u306b\u5199\u3057\u307e\u3059\u3002\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u652f\u7d66\u3057\u305f\u539f\u6599\u306e\u91cd\u91cf\u306b\u7167\u3089\u3057\u3001\u7cbe\u7b97\u3067\u554f\u3044\u5408\u308f\u305b\u308b\u30ed\u30c3\u30c8\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306ePDF\u3092\u59d4\u8a17\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u52a0\u5de5\u5831\u544a\u3092\u958b\u304d\u3001\u539f\u6599\u306e\u91cd\u91cf\u3068\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u53f0\u5e33\u306b\u5199\u3059\n3. \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u7bb1\u306e\u6570\u30681\u7bb1\u306e\u91cd\u91cf\u304b\u3089\u3001\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\u52a0\u5de5\u5831\u544a\u3068\u898b\u6bd4\u3079\u308b\n4. \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u306a\u3089\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3067\u6b63\u5473\u306b\u76f4\u3059\n5. \u6b63\u5473\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u539f\u6599\u306e\u91cd\u91cf\u3067\u5272\u308a\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u6bd4\u3079\u308b\n6. \u652f\u7d66\u306e\u8a18\u9332\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u3068\u3001\u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u3092\u6bd4\u3079\u308b\n7. \u5951\u7d04\u3092\u5916\u308c\u305f\u30ed\u30c3\u30c8\u3092\u4e00\u89a7\u306b\u3057\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3068\u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6e96\u5099\u3059\u308b\n\n**\uff08a\uff09\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u3002** \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306b\u300cNet Weight\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001**\u30b0\u30ec\u30fc\u30ba\u3092\u542b\u3081\u305f\u91cd\u91cf\u3092\u6b63\u5473\u3068\u547c\u3076\u59d4\u8a17\u5148\u304c\u3042\u308a\u307e\u3059\u3002** \u898b\u51fa\u3057\u3060\u3051\u3067\u6c7a\u3081\u308b\u3068\u3001\u6b69\u7559\u307e\u308a\u304c\u30b0\u30ec\u30fc\u30ba\u306e\u5206\u3060\u3051\u9ad8\u304f\u51fa\u307e\u3059\u3002\n\n**\uff08b\uff09\u5358\u4f4d\u306e\u6df7\u5728\u3002** kg \u3067\u66f8\u304f\u59d4\u8a17\u5148\u3068 lb \u3067\u66f8\u304f\u59d4\u8a17\u5148\u30011\u7bb1\u306e\u91cd\u91cf\u3092 kg \u3067\u66f8\u3044\u3066\u5408\u8a08\u3092 lb \u3067\u66f8\u304f\u66f8\u985e\u3082\u3042\u308a\u307e\u3059\u3002**\u5358\u4f4d\u3092\u898b\u305a\u306b\u5199\u3059\u3068\u3001\u6b69\u7559\u307e\u308a\u304c\u534a\u5206\u4ee5\u4e0b\u304b\u500d\u4ee5\u4e0a\u306b\u306a\u308a\u3001** \u5927\u304d\u3059\u304e\u308b\u5dee\u306f\u6c17\u3065\u3051\u3066\u3082\u3001\u5c0f\u3055\u306a\u53d6\u308a\u9055\u3048\u306f\u6b8b\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9\u3002** \u89e3\u51cd\u524d\u306e\u91cd\u91cf\u304b\u89e3\u51cd\u5f8c\u306e\u91cd\u91cf\u304b\u3067\u3001\u539f\u6599\u306e\u91cd\u91cf\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3067\u6b69\u7559\u307e\u308a\u3092\u53d6\u308a\u6c7a\u3081\u305f\u304b\u306f\u3001\u5951\u7d04\u306e\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08d\uff09\u652f\u7d66\u306e\u8a18\u9332\u3068\u306e\u98df\u3044\u9055\u3044\u3002** \u51fa\u8377\u3057\u305f\u91cd\u91cf\u3068\u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u306e\u5dee\u306f\u3001\u8f38\u9001\u4e2d\u306e\u3053\u3068\u304b\u3001\u91cf\u308a\u65b9\u306e\u9055\u3044\u304b\u3001\u66f8\u304d\u9055\u3044\u304b\u3002**\u30ed\u30c3\u30c8\u304c\u591a\u3044\u6708\u307b\u3069\u3001\u5dee\u3092\u78ba\u304b\u3081\u308b\u306e\u304c\u7cbe\u7b97\u306e\u76f4\u524d\u306b\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306ePDF\u3092\u59d4\u8a17\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u52a0\u5de5\u5831\u544a\u3092\u958b\u304d\u3001\u539f\u6599\u306e\u91cd\u91cf\u3068\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u53f0\u5e33\u306b\u5199\u3059","\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u7bb1\u306e\u6570\u30681\u7bb1\u306e\u91cd\u91cf\u304b\u3089\u3001\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u8a08\u7b97\u3057\u76f4\u3057\u3001\u52a0\u5de5\u5831\u544a\u3068\u898b\u6bd4\u3079\u308b","\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u306a\u3089\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3067\u6b63\u5473\u306b\u76f4\u3059","\u6b63\u5473\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u539f\u6599\u306e\u91cd\u91cf\u3067\u5272\u308a\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u6bd4\u3079\u308b","\u652f\u7d66\u306e\u8a18\u9332\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u3068\u3001\u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u3092\u6bd4\u3079\u308b","\u5951\u7d04\u3092\u5916\u308c\u305f\u30ed\u30c3\u30c8\u3092\u4e00\u89a7\u306b\u3057\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3068\u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6e96\u5099\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\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\u59d4\u8a17\u5148\u3068\u30ed\u30c3\u30c8\u3092\u898b\u5206\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u3067\u3001\u5831\u544a\u306e\u8868\u30fb\u9805\u76ee\u3068\u5024\u30fb\u554f\u3044\u3078\u306e\u7b54\u3048\u30fb\u7f72\u540d\u306e\u6709\u7121\u3092\u8aad\u3080\n4. **\u3010\u81ea\u52d5\u3011** \u59d4\u8a17\u5148\u3054\u3068\u306e\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u898f\u683c\u306e\u540d\u524d\u3068\u91cd\u91cf\u306e\u6b04\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u91cd\u91cf\u306e\u5358\u4f4d\u3068\u3001\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u3092\u6c7a\u3081\u3001\u6b63\u5473\u306e kg \u306b\u305d\u308d\u3048\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u7bb1\u306e\u6570\u00d71\u7bb1\u306e\u6b63\u5473\u91cd\u91cf\u3068\u3001\u5831\u544a\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u7167\u3089\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u6b69\u7559\u307e\u308a\u3092\u51fa\u3057\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u3001\u652f\u7d66\u306e\u8a18\u9332\u306e\u91cd\u91cf\u306b\u7167\u3089\u3059\n8. **\u3010\u4eba\u3011** \u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c `ok` \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3092\u958b\u304d\u3001PDF\u306e\u753b\u50cf\u3067\u5024\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3068\u3001\u7cbe\u7b97\u3067\u554f\u3044\u5408\u308f\u305b\u308b\u30ed\u30c3\u30c8\u3092\u6c7a\u3081\u308b\n10. **\u3010\u4eba\u3011** \u59d4\u8a17\u5148\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u8fd4\u4e8b\u3092\u53f0\u5e33\u306b\u6b8b\u3059\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u91cd\u91cf\u306e\u57fa\u6e96\u304c\u6c7a\u307e\u3089\u306a\u3044\u5024\u306f\u5272\u308a\u7b97\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002**\u6c7a\u307e\u3089\u306a\u3044\u307e\u307e\u5272\u308b\u3068\u3001\u7cbe\u7b97\u306e\u6839\u62e0\u304c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**7\u756a\u76ee\u3067\u7167\u5408\u3092\u898f\u5247\u306e\u8868\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u306f\u898f\u683c\u3054\u3068\u30fb\u59d4\u8a17\u5148\u3054\u3068\u306b\u9055\u3044\u3001**\u5951\u7d04\u3092\u6539\u3081\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u8868\u3060\u3051\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\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\u59d4\u8a17\u5148\u3068\u30ed\u30c3\u30c8\u3092\u898b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u3067\u3001\u5831\u544a\u306e\u8868\u30fb\u9805\u76ee\u3068\u5024\u30fb\u554f\u3044\u3078\u306e\u7b54\u3048\u30fb\u7f72\u540d\u306e\u6709\u7121\u3092\u8aad\u3080","**\u3010\u81ea\u52d5\u3011** \u59d4\u8a17\u5148\u3054\u3068\u306e\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u898f\u683c\u306e\u540d\u524d\u3068\u91cd\u91cf\u306e\u6b04\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u91cd\u91cf\u306e\u5358\u4f4d\u3068\u3001\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u3092\u6c7a\u3081\u3001\u6b63\u5473\u306e kg \u306b\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u7bb1\u306e\u6570\u00d71\u7bb1\u306e\u6b63\u5473\u91cd\u91cf\u3068\u3001\u5831\u544a\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u6b69\u7559\u307e\u308a\u3092\u51fa\u3057\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u3001\u652f\u7d66\u306e\u8a18\u9332\u306e\u91cd\u91cf\u306b\u7167\u3089\u3059","**\u3010\u4eba\u3011** \u751f\u7523\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c `ok` \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3092\u958b\u304d\u3001PDF\u306e\u753b\u50cf\u3067\u5024\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3068\u3001\u7cbe\u7b97\u3067\u554f\u3044\u5408\u308f\u305b\u308b\u30ed\u30c3\u30c8\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u59d4\u8a17\u5148\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u8fd4\u4e8b\u3092\u53f0\u5e33\u306b\u6b8b\u3059"],"architecture":"```\n\u52a0\u5de5\u5831\u544a\u30fb\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\uff08\u82f1\u6587\u306ePDF\u3002\u4e00\u90e8\u306f\u624b\u66f8\u304d\u306e\u91cd\u91cf\uff09\n   \u2502  \u751f\u7523\u7ba1\u7406\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\u59d4\u8a17\u5148\u3068\u30ed\u30c3\u30c8\u306e\u898b\u5206\u3051\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\u3002TABLES\u30fbFORMS\u30fbQUERIES\u30fbSIGNATURES\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\u7f72\u540d\u3001\u4fe1\u983c\u5ea6\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b\n   \u25bc\nAWS Lambda\uff08Python\uff09\n   \u2502   \u2460 \u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3067\u898f\u683c\u3068\u91cd\u91cf\u306e\u6b04\u3092\u5171\u901a\u306e\u9805\u76ee\u306b\u76f4\u3059\n   \u2502   \u2461 \u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3092\u6c7a\u3081\u3001\u6b63\u5473\u306e kg \u306b\u305d\u308d\u3048\u308b\n   \u2502   \u2462 \u7bb1\u306e\u6570\u00d71\u7bb1\u306e\u91cd\u91cf\u3068\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u7167\u3089\u3059\n   \u2502   \u2463 \u6b69\u7559\u307e\u308a\u3092\u51fa\u3057\u3001\u5951\u7d04\u3068\u652f\u7d66\u306e\u8a18\u9332\u306b\u7167\u3089\u3059\n   \u25bc\n\u30ed\u30c3\u30c8\u3054\u3068\u306e\u5224\u5b9a\uff08ok \uff0f below_contract \uff0f weight_gap \uff0f needs_review\uff09\n   \u25bc\n\u3010\u4eba\u304c ok \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u30ed\u30c3\u30c8\u3054\u3068\u306e\u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33\n   \u2514\u2500\u2500\u25b6 \u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u306e\u5dee\u306e\u4e00\u89a7\uff08\u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc\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\u30fbSIGNATURES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u5dee\u7570\u8a08\u7b97 | \u9805\u76ee\u306e\u5bfe\u5fdc\u3001\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u305d\u308d\u3048\u3001\u7bb1\u306e\u7167\u5408\u3001\u6b69\u7559\u307e\u308a\u3068\u5951\u7d04\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\u5831\u544a\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**\u652f\u7d66\u306e\u8a18\u9332\u3068\u59d4\u8a17\u306e\u5951\u7d04\u306e\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**\u59d4\u8a17\u5148\u3054\u3068\u306e\u9805\u76ee\u306e\u5bfe\u5fdc\u8868**\u3067\u3059\u3002\u5831\u544a\u306b\u66f8\u304b\u308c\u308b\u6b04\u306e\u540d\u524d\u3068\u5171\u901a\u306e\u9805\u76ee\u3001**\u91cd\u91cf\u306e\u5358\u4f4d\u3001\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u91cd\u91cf\u304c\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u3001\u539f\u6599\u306e\u91cd\u91cf\u304c\u89e3\u51cd\u306e\u524d\u304b\u5f8c\u304b**\u3092\u3001\u59d4\u8a17\u5148\u3054\u3068\u306b\u4e26\u3079\u305f\u8868\u3067\u3059\u3002\n\n**\u5831\u544a\u306f\u3001AWS Textract \u306e\u6587\u66f8\u306e\u89e3\u6790\u3067\u8aad\u307f\u307e\u3059\u3002** \u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u306f\u8868\uff08`TABLE`\u30fb`CELL`\uff09\u3068\u3057\u3066\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3084\u52a0\u5de5\u306e\u65e5\u306e\u3088\u3046\u306a\u9805\u76ee\u3068\u5024\u306e\u7d44\u306f\u30d5\u30a9\u30fc\u30e0\uff08`KEY_VALUE_SET`\uff09\u3068\u3057\u3066\u3001\u52a0\u5de5\u5834\u306e\u62c5\u5f53\u8005\u306e\u7f72\u540d\u306f `SIGNATURE` \u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002**\u5358\u8a9e\u3054\u3068\u306b\u3001\u5370\u5b57\u304b\u624b\u66f8\u304d\u304b\uff08`TextType`\uff09\u3082\u8fd4\u308a\u307e\u3059\u3002**\n\n**AWS Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u305a\u3001\u624b\u66f8\u304d\u306e\u6587\u5b57\u306f\u82f1\u8a9e\u3067\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\u3002** \u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u306f\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3059\u3002**\u59d4\u8a17\u5148\u306e\u5831\u544a\u304c\u82f1\u6587\u3067\u3042\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u3067\u3059\u3002** \u73fe\u5730\u306e\u8a00\u8449\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b\u5831\u544a\u306f\u3001\u305d\u306e\u6b04\u3092\u4eba\u306b\u56de\u3057\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\u52a0\u5de5\u5831\u544a\u304b\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u66f8\u985e\u306f\u52a0\u5de5\u304c\u7d42\u308f\u3063\u3066\u8239\u7a4d\u307f\u3059\u308b\u3068\u304d\u306b\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306b\u5c4a\u304d\u307e\u3059\u3002**\u88fd\u54c1\u304c\u65e5\u672c\u306b\u7740\u304f\u524d\u306b\u5dee\u3092\u51fa\u3057\u3066\u304a\u3051\u3070\u3001\u7740\u3044\u305f\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u91cf\u308a\u76f4\u3059\u30ed\u30c3\u30c8\u3092\u5148\u306b\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u59d4\u8a17\u5148\u306e\u7565\u53f7\u3068\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u307e\u3059\u3002** \u59d4\u8a17\u5148\u304c\u5206\u304b\u308c\u3070\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u6700\u521d\u304b\u3089\u6b63\u3057\u304f\u9078\u3079\u307e\u3059\u3002**\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306f\u30ed\u30c3\u30c8\u3067\u7d44\u306b\u3057\u3001** \u4e21\u65b9\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u7167\u5408\u3092\u59cb\u3081\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| \u52a0\u5de5\u5831\u544a | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u52a0\u5de5\u306e\u65e5\u3001\u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\u3001\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf\u3001\u526f\u7523\u7269\u306e\u91cd\u91cf\u3001\u691c\u54c1\u3057\u305f\u8005\u3001\u7f72\u540d | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8 | \u898f\u683c\u3054\u3068\u306e\u7bb1\u306e\u6570\u30011\u7bb1\u306e\u91cd\u91cf\u3001\u5408\u8a08\u306e\u91cd\u91cf\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u91cd\u91cf\u306e\u5358\u4f4d | \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\u7f72\u540d\u3001**\u4fe1\u983c\u5ea6\u3068\u3001\u5370\u5b57\u304b\u624b\u66f8\u304d\u304b** | AWS Textract |\n| \u652f\u7d66\u306e\u8a18\u9332 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u9b5a\u7a2e\u3001\u51fa\u8377\u3057\u305f\u91cd\u91cf\uff08\u89e3\u51cd\u524d\uff09\u3001\u51fa\u8377\u306e\u65e5 | \u751f\u7523\u7ba1\u7406\u90e8\u306e\u8868 |\n| \u59d4\u8a17\u306e\u5951\u7d04\u306e\u8868 | \u88fd\u54c1\u306e\u898f\u683c\u3054\u3068\u306e\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3001\u52a0\u5de5\u8cc3\u306e\u5358\u4fa1\u3068\u6255\u3046\u91cd\u91cf\u306e\u57fa\u6e96\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u5dee\u306e\u8a31\u3059\u5e45 | \u751f\u7523\u7ba1\u7406\u90e8\u306e\u8868 |\n| \u9805\u76ee\u306e\u5bfe\u5fdc\u8868 | \u59d4\u8a17\u5148\u3054\u3068\u306e\u6b04\u306e\u540d\u524d\u3068\u5171\u901a\u306e\u9805\u76ee\u3001**\u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3001\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9** | \u81ea\u793e\u3067\u6574\u3048\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u306e\u300c\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u300d\u306e\u5217\u3067\u3059\u3002** \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u898b\u51fa\u3057\u306b\u300cNet Weight (excl. glaze)\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u306b\u5f93\u3044\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\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**\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9\u3082\u3001\u5bfe\u5fdc\u8868\u306b1\u5217\u6301\u305f\u305b\u307e\u3059\u3002** \u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u3092\u89e3\u51cd\u306e\u524d\u306b\u91cf\u308b\u304b\u5f8c\u306b\u91cf\u308b\u304b\u3067\u3001**\u540c\u3058\u539f\u6599\u3067\u3082\u91cd\u91cf\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3092\u3069\u3061\u3089\u3067\u53d6\u308a\u6c7a\u3081\u305f\u304b\u3092\u3001\u5951\u7d04\u306e\u8868\u3068\u5408\u308f\u305b\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u526f\u7523\u7269\u306e\u91cd\u91cf\u306f\u3001\u7167\u5408\u306e\u88dc\u52a9\u306b\u4f7f\u3044\u307e\u3059\u3002** \u88fd\u54c1\u3068\u526f\u7523\u7269\u306e\u91cd\u91cf\u306e\u5408\u8a08\u304c\u539f\u6599\u306e\u91cd\u91cf\u304b\u3089\u5927\u304d\u304f\u96e2\u308c\u3066\u3044\u308c\u3070\u3001**\u3069\u3053\u304b\u306e\u6b04\u306e\u8aad\u307f\u9055\u3044\u304b\u3001\u5831\u544a\u306e\u66f8\u304d\u9055\u3044\u306e\u7591\u3044\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u5831\u544a\u306f1\u30da\u30fc\u30b8\u304b\u3089\u6570\u30da\u30fc\u30b8\u306a\u306e\u3067\u3001**\u30da\u30fc\u30b8\u6570\u306b\u3088\u3089\u305a\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u306b S3 \u306e\u5834\u6240\u3092\u6e21\u3057\u3001`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES` \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| \u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf | `TABLE` \u306e `CELL` | \u6b69\u7559\u307e\u308a\u306e\u5206\u5b50 |\n| \u7bb1\u306e\u6570\u30fb1\u7bb1\u306e\u91cd\u91cf | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e `TABLE` \u306e `CELL` | \u88fd\u54c1\u306e\u91cd\u91cf\u306e\u691c\u7b97 |\n| \u5408\u8a08\u306e\u884c | `EntityTypes` \u304c `TABLE_SUMMARY` \u306e\u30bb\u30eb | \u884c\u306e\u5408\u8a08\u3068\u306e\u7167\u5408 |\n| \u539f\u6599\u306e\u91cd\u91cf\u30fb\u30ed\u30c3\u30c8\u756a\u53f7 | `KEY_VALUE_SET`\u3001`QUERY_RESULT` | \u6b69\u7559\u307e\u308a\u306e\u5206\u6bcd\u3001\u53f0\u5e33\u306e\u884c |\n| \u7f72\u540d | `SIGNATURE` | \u691c\u54c1\u3057\u305f\u8005\u306e\u7f72\u540d\u306e\u6709\u7121 |\n| \u5370\u5b57\u304b\u624b\u66f8\u304d\u304b | `WORD` \u306e `TextType` | \u624b\u66f8\u304d\u306e\u91cd\u91cf\u306e\u6271\u3044\u3092\u5206\u3051\u308b |\n\n**\u554f\u3044\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002** \u59d4\u8a17\u5148\u306e\u5831\u544a\u306f\u82f1\u6587\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\u3089\u305a\u3001** \u539f\u6599\u306e\u91cd\u91cf\u304c2\u30da\u30fc\u30b8\u76ee\u306e\u96c6\u8a08\u306b\u66f8\u304b\u308c\u308b\u59d4\u8a17\u5148\u3082\u3042\u308b\u305f\u3081\u3001\u305d\u306e\u59d4\u8a17\u5148\u3060\u3051 `Pages` \u306b `*` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3069\u306e\u59d4\u8a17\u5148\u304c\u305d\u3046\u304b\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u6301\u305f\u305b\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\u3001\u518d\u8a66\u884c\u3067\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**\u52a0\u5de5\u5834\u3067\u64ae\u3063\u305f\u5831\u544a\u306e\u5199\u771f\u3082\u3001\u305d\u306e\u307e\u307e\u8aad\u3081\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\u59d4\u8a17\u5148\u306b\u983c\u307f\u307e\u3059**\n3. **\u753b\u50cf\u3068\u6587\u5b57\u306e\u5927\u304d\u3055** \u2026 \u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3001\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**\u51b7\u51cd\u5eab\u306e\u524d\u3067\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u971c\u3084\u624b\u3076\u308c\u3067\u6587\u5b57\u304c\u3064\u3076\u308c\u304c\u3061\u3067\u3059**\n4. **\u7d44\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u30ed\u30c3\u30c8\u306e\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\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**\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u59d4\u8a17\u5148\u3068\u30ed\u30c3\u30c8\u756a\u53f7\u304c\u540c\u3058\u3082\u306e\u306f\u91cd\u8907\u3068\u3057\u3066\u5916\u3057\u307e\u3059\u3002**\u8a02\u6b63\u306e\u7248\u304c\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u6b8b\u3057\u3066\u4eba\u304c\u9078\u3073\u307e\u3059**\n6. **\u5358\u4f4d\u306e\u78ba\u8a8d** \u2026 \u5bfe\u5fdc\u8868\u306e\u5358\u4f4d\u3068\u3001\u8868\u306e\u898b\u51fa\u3057\u306e\u300ckg\u300d\u300clbs\u300d\u3092\u7167\u3089\u3057\u307e\u3059\u3002**\u4e21\u65b9\u304c\u98df\u3044\u9055\u3048\u3070\u3001\u305d\u306e\u30ed\u30c3\u30c8\u3092 `unit_conflict` \u3068\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 1\u30dd\u30f3\u30c9\u306f\u304a\u3088\u305d0.45\u30ad\u30ed\u30b0\u30e9\u30e0\u3067\u3001**\u5358\u4f4d\u3092\u53d6\u308a\u9055\u3048\u305f\u6b69\u7559\u307e\u308a\u306f\u3001\u534a\u5206\u4ee5\u4e0b\u304b\u500d\u4ee5\u4e0a\u306b\u306a\u308a\u307e\u3059\u3002** \u5927\u304d\u3059\u304e\u308b\u5dee\u306f\u76ee\u7acb\u3061\u307e\u3059\u304c\u3001\u5408\u8a08\u3060\u3051\u304c lb \u3067\u66f8\u304b\u308c\u305f\u66f8\u985e\u306e\u3088\u3046\u306b\u4e00\u90e8\u306e\u6b04\u3060\u3051\u304c\u9055\u3046\u3068\u3001\u5dee\u304c\u5c0f\u3055\u304f\u51fa\u3066\u898b\u9003\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u6b04\u306e\u540d\u524d\u30fb\u5358\u4f4d\u30fb\u4fe1\u983c\u5ea6\u30fb\u5370\u5b57\u304b\u624b\u66f8\u304d\u304b\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u305d\u308d\u3048\u3001\u7bb1\u306e\u7167\u5408\u3001\u6b69\u7559\u307e\u308a\u306e\u8a08\u7b97\u3068\u5951\u7d04\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| \u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u52a0\u5de5\u306e\u65e5 | \u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u30d5\u30a9\u30fc\u30e0 | \u7a7a\u306a\u3089\u53f0\u5e33\u306e\u884c\u3092\u6c7a\u3081\u3089\u308c\u305a `needs_review` |\n| \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf | \u30d5\u30a9\u30fc\u30e0\u3001\u554f\u3044\u3078\u306e\u7b54\u3048 | \u7a7a\u306a\u3089\u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002**`needs_review`** |\n| \u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u91cd\u91cf | \u8868\u306e\u30bb\u30eb | \u7a7a\u306a\u3089 `missing`\u3002**0\u3068\u306f\u307f\u306a\u3055\u306a\u3044** |\n| \u7bb1\u306e\u6570\u30fb1\u7bb1\u306e\u91cd\u91cf\u30fb\u30b0\u30ec\u30fc\u30ba\u306e\u7387 | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u8868 | \u7a7a\u306a\u3089\u7bb1\u306e\u7167\u5408\u3092\u3057\u306a\u3044 |\n| \u526f\u7523\u7269\u306e\u91cd\u91cf\u30fb\u7f72\u540d | \u8868\u306e\u30bb\u30eb\u3001\u7f72\u540d | \u7f72\u540d\u304c\u7121\u3051\u308c\u3070\u4e00\u89a7\u306b\u5370\u3092\u4ed8\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u306e\u63a8\u6e2c | \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u3067\u5272\u308b\u3068\u3001\u8db3\u308a\u306a\u3044\u30ed\u30c3\u30c8\u304c\u8db3\u308a\u3066\u898b\u3048\u308b |\n| \u5358\u4f4d\u306e\u63a8\u6e2c | lb \u3092 kg \u3068\u8aad\u3080\u3068\u6b69\u7559\u307e\u308a\u304c\u500d\u4ee5\u4e0a\u306b\u306a\u308b |\n| \u539f\u6599\u306e\u91cd\u91cf\u3092\u652f\u7d66\u306e\u8a18\u9332\u3067\u57cb\u3081\u308b | \u8f38\u9001\u4e2d\u306e\u6e1b\u308a\u3084\u91cf\u308a\u65b9\u306e\u5dee\u304c\u6d88\u3048\u308b |\n| \u6b69\u7559\u307e\u308a\u306e\u4f4e\u3055\u306e\u7406\u7531\u306e\u5224\u65ad | \u539f\u6599\u306e\u5927\u304d\u3055\u30fb\u9bae\u5ea6\u30fb\u52a0\u5de5\u306e\u8155\u306e\u3069\u308c\u304b\u306f\u753b\u50cf\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044 |\n| \u7cbe\u7b97\u306e\u8acb\u6c42\u306e\u53ef\u5426\u306e\u6c7a\u5b9a | \u5951\u7d04\u3068\u53d6\u5f15\u306e\u95a2\u4fc2\u3092\u898b\u3066\u7d4c\u7406\u90e8\u3068\u751f\u7523\u7ba1\u7406\u90e8\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5831\u544a\u306b\u539f\u6599\u306e\u91cd\u91cf\u304c\u7121\u3044\u3068\u304d\u3001\u624b\u5143\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u3067\u5272\u308a\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u305d\u3046\u3059\u308b\u3068\u3001\u52a0\u5de5\u5834\u304c\u53d7\u3051\u5165\u308c\u305f\u6642\u70b9\u306e\u5dee\u304c\u6d88\u3048\u3001** \u8f38\u9001\u4e2d\u306b\u6e1b\u3063\u305f\u306e\u304b\u3001\u52a0\u5de5\u3067\u6e1b\u3063\u305f\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\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\u6b21\u306e4\u3064\u3067\u3059\u3002\n\n```\n\u3010\u554f\u3044\uff08Queries\u3002\u82f1\u6587\u306e\u5831\u544a\uff09\u3011\n1. Alias: LOT_NO        Text: What is the lot number?\n2. Alias: RAW_WEIGHT    Text: What is the total raw material weight received?\n3. Alias: PROCESS_DATE  Text: What is the processing date?\n4. Alias: GLAZE         Text: What is the glaze percentage?\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\u652f\u7d66\u306e\u8a18\u9332\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. \u6b04\u306e\u540d\u524d\u306f\u3001\u305d\u306e\u59d4\u8a17\u5148\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u5171\u901a\u306e\u9805\u76ee\n   \uff08raw_weight, product_weight, byproduct_weight, cartons,\n     weight_per_carton, glaze_pct\uff09\u306b\u76f4\u3059\u3002\u8868\u306b\u7121\u3044\u540d\u524d\u306f unknown_item \u3068\u3059\u308b\u3002\n4. \u5358\u4f4d\u306f\u8868\u306e\u898b\u51fa\u3057\u306e\u5370\u3001\u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\n   \u4e21\u65b9\u3042\u3063\u3066\u98df\u3044\u9055\u3048\u3070 unit_conflict \u3068\u3057\u3001\u8a08\u7b97\u306b\u4f7f\u308f\u306a\u3044\u3002\n5. \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306e\u91cd\u91cf\u304c\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u304b\u6b63\u5473\u304b\u306f\u3001\u898b\u51fa\u3057\u306e\u8a9e\u3001\n   \u7121\u3051\u308c\u3070\u5bfe\u5fdc\u8868\u3067\u6c7a\u3081\u308b\u3002\u3069\u3061\u3089\u3067\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 needs_review \u3068\u3057\u3001\n   \u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002\n6. \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u306f\u3001\u5951\u7d04\u306e\u8868\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3067\u6b63\u5473\u306b\u76f4\u3059\u3002\n   \u5831\u544a\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u304c\u5951\u7d04\u3068\u9055\u3048\u3070 glaze_diff \u3068\u3059\u308b\u3002\n7. \u7bb1\u306e\u6570 \u00d7 1\u7bb1\u306e\u6b63\u5473\u91cd\u91cf \u3068\u3001\u5831\u544a\u306e\u88fd\u54c1\u306e\u6b63\u5473\u91cd\u91cf\u306e\u5dee\u304c\n   \u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 carton_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u306e\u5024\u3082\u76f4\u3055\u306a\u3044\u3002\n8. \u6b69\u7559\u307e\u308a\u306f\u3001\u898f\u683c\u3054\u3068\u306e\u88fd\u54c1\u306e\u6b63\u5473\u91cd\u91cf \u00f7 \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\n   \u00d7 100 \u3068\u3057\u3001\u5c0f\u65701\u6841\u3067\u6b8b\u3059\u3002\n9. \u53d7\u3051\u5165\u308c\u305f\u539f\u6599\u306e\u91cd\u91cf\u3068\u3001\u652f\u7d66\u306e\u8a18\u9332\u306e\u51fa\u8377\u3057\u305f\u91cd\u91cf\u306e\u5dee\u304c\n   \u6c7a\u3081\u305f\u5e45\u3092\u8d85\u3048\u305f\u3089 weight_gap \u3068\u3059\u308b\u3002\n10. \u82f1\u8a9e\u3067\u306a\u3044\u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u306f\u7167\u5408\u306b\u4f7f\u308f\u305a\u3001\u6b04\u306e\u6587\u5b57\u3092\u4e00\u89a7\u306b\u5199\u3059\u3002\n```\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7f60\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u305f\u3076\u3093\u3053\u3046\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\u6b69\u7559\u307e\u308a\u304c\u7cbe\u7b97\u307e\u3067\u901a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3089\u306a\u3044\u59d4\u8a17\u5148\u306f\u3001\u5bfe\u5fdc\u8868\u306b\u66f8\u304d\u65b9\u3092\u8db3\u305b\u3070\u6b21\u306e\u30ed\u30c3\u30c8\u304b\u3089\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5831\u544a\u306e\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3092\u305d\u306e\u307e\u307e\u4f7f\u308f\u306a\u3044\u306e\u3082\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u30b0\u30ec\u30fc\u30ba\u306e\u7387\u306f\u5951\u7d04\u3067\u6c7a\u3081\u305f\u5024\u3067\u3001**\u5831\u544a\u306e\u5024\u304c\u9055\u3048\u3070\u3001\u305d\u308c\u81ea\u4f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc\u3067\u3059\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  \"processor_code\": \"PR-VN-01\",\n  \"lot_no\": \"\",\n  \"process_date\": \"2026-09-18\",\n  \"raw_weight_kg\": 0,\n  \"raw_weight_basis\": \"before_thaw | after_thaw\",\n  \"products\": [\n    { \"spec\": \"fillet_skinless_boneless\", \"weight_raw\": \"\", \"unit\": \"kg | lb\",\n      \"glaze_basis\": \"net | with_glaze\", \"net_kg\": 0, \"yield_pct\": 0,\n      \"contract_yield_pct\": 0, \"diff_pt\": 0,\n      \"status\": \"ok | below_contract | missing | unreadable | needs_review\",\n      \"text_type\": \"PRINTED\", \"confidence\": 0 }\n  ],\n  \"checks\": {\n    \"carton\": \"ok | carton_mismatch | not_checked\",\n    \"glaze\": \"ok | glaze_diff | not_checked\",\n    \"supply_weight\": \"ok | weight_gap | not_checked\",\n    \"unit\": \"ok | unit_conflict\"\n  },\n  \"signature_found\": true,\n  \"verdict\": \"ok | query_processor | needs_review\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5143\u306e\u6587\u5b57\u3068\u76f4\u3057\u305f\u91cd\u91cf\u3092\u4e26\u3079\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `weight_raw` \u3068 `unit` \u3068 `glaze_basis` \u3068 `net_kg` \u304c\u4e26\u3093\u3067\u3044\u308c\u3070\u3001**\u3069\u306e\u57fa\u6e96\u3067\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5dee\u3092\u300c\u3069\u3053\u3067\u6e1b\u3063\u305f\u304b\u300d\u306b\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `supply_weight` \u306f\u8f38\u9001\u3068\u53d7\u3051\u5165\u308c\u306e\u5dee\u3001`yield_pct` \u306f\u52a0\u5de5\u306e\u5dee\u3067\u3059\u3002**\u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u3001\u3069\u3061\u3089\u306e\u5dee\u304b\u3067\u76f8\u624b\u306b\u805e\u304f\u3053\u3068\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n| \u6761\u4ef6 | `verdict` |\n|:--|:--|\n| \u3059\u3079\u3066\u306e\u898f\u683c\u304c\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3092\u6e80\u305f\u3057\u3001checks \u304c\u3059\u3079\u3066 `ok` | `ok` |\n| `below_contract`\u30fb`weight_gap`\u30fb`glaze_diff`\u30fb`carton_mismatch` \u304c\u3042\u308b | `query_processor` |\n| `needs_review`\u30fb`missing`\u30fb`unreadable`\u30fb`unit_conflict` \u304c\u3042\u308b | `needs_review` |\n\n**`below_contract` \u306f\u8acb\u6c42\u306e\u6c7a\u5b9a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5951\u7d04\u306e\u8a31\u3059\u5e45\u3092\u5916\u308c\u305f\u3053\u3068\u306e\u8a18\u9332\u3067\u3001**\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u4eba\u304c\u6c7a\u3081\u307e\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 | \u5831\u544a\u306e\u8868\u30fb\u9805\u76ee\u30fb\u554f\u3044\u30fb\u7f72\u540d\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| \u652f\u7d66\u306e\u8a18\u9332\u30fb\u59d4\u8a17\u306e\u5951\u7d04\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u51fa\u8377\u3057\u305f\u91cd\u91cf\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387 |\n| \u9805\u76ee\u306e\u5bfe\u5fdc\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u6b04\u306e\u540d\u524d\u3001\u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044 |\n| \u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306e\u53d6\u308a\u8fbc\u307f | \u30ed\u30c3\u30c8\u306e\u884c |\n| \u5dee\u306e\u4e00\u89a7 | \u5224\u5b9a\u306e\u66f8\u304d\u51fa\u3057 | \u7cbe\u7b97\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5019\u88dc |\n\n**\u6b69\u7559\u307e\u308a\u306e\u53f0\u5e33\u306b\u306f\u81ea\u52d5\u3067\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3092\u53d6\u308a\u9055\u3048\u305f\u5024\u304c\u53f0\u5e33\u306b\u5165\u308b\u3068\u3001**\u59d4\u8a17\u5148\u3054\u3068\u306e\u6b69\u7559\u307e\u308a\u306e\u50be\u5411\u3092\u8aa4\u3063\u3066\u8aad\u307f\u3001** \u6b21\u306e\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u306e\u53d6\u308a\u6c7a\u3081\u307e\u3067\u72c2\u3044\u307e\u3059\u3002\u7d4c\u7406\u306e\u7cbe\u7b97\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304e\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `ok` \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u30ed\u30c3\u30c8\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u53f0\u5e33\u306b\u53d6\u308a\u8fbc\u307f\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 \u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3001\u624b\u66f8\u304d\u306e\u91cd\u91cf\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. **`weight_gap` \u3092\u78ba\u304b\u3081\u308b** \u2026 \u51fa\u8377\u3057\u305f\u91cd\u91cf\u3068\u53d7\u3051\u5165\u308c\u305f\u91cd\u91cf\u306e\u5dee\u3092\u3001\u89e3\u51cd\u306e\u524d\u5f8c\u306e\u5b9a\u7fa9\u3068\u8f38\u9001\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`below_contract` \u3092\u7d4c\u7406\u3068\u898b\u308b** \u2026 \u5951\u7d04\u306e\u8a31\u3059\u5e45\u3068\u3001\u540c\u3058\u59d4\u8a17\u5148\u306e\u524d\u5f8c\u306e\u30ed\u30c3\u30c8\u306e\u6b69\u7559\u307e\u308a\u3092\u898b\u3066\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n4. **\u88fd\u54c1\u304c\u7740\u3044\u305f\u3089\u91cf\u308a\u76f4\u3059\u30ed\u30c3\u30c8\u3092\u6c7a\u3081\u308b** \u2026 `glaze_diff` \u3068 `carton_mismatch` \u306e\u30ed\u30c3\u30c8\u306f\u3001\u7740\u3044\u305f\u7bb1\u306e\u6b63\u5473\u91cd\u91cf\u3092\u91cf\u308a\u76f4\u3059\u5019\u88dc\u306b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u539f\u6599\u306e\u9b5a\u306e\u5927\u304d\u3055\u3084\u5b63\u7bc0\u3067\u6b69\u7559\u307e\u308a\u306f\u52d5\u304d\u3001**\u59d4\u8a17\u5148\u3068\u306e\u9577\u3044\u53d6\u5f15\u306e\u4e2d\u3067\u3001\u3069\u3053\u307e\u3067\u3092\u7cbe\u7b97\u306e\u5bfe\u8c61\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u306e\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\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| \u5358\u4f4d\u304c\u898b\u51fa\u3057\u3068\u5bfe\u5fdc\u8868\u3067\u98df\u3044\u9055\u3046 | `unit_conflict`\u3002**\u8a08\u7b97\u306b\u4f7f\u308f\u305a\u4eba\u304c\u6c7a\u3081\u308b** |\n| \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002\u59d4\u8a17\u5148\u306b\u78ba\u304b\u3081\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059 |\n| \u539f\u6599\u306e\u91cd\u91cf\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044\u3002**\u652f\u7d66\u306e\u8a18\u9332\u3067\u57cb\u3081\u306a\u3044** |\n| 1\u3064\u306e\u30ed\u30c3\u30c8\u304c2\u3064\u306e\u8239\u7a4d\u307f\u306b\u5206\u304b\u308c\u308b | \u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3092\u5408\u308f\u305b\u3066\u304b\u3089\u7167\u3089\u3059\u3002\u5408\u308f\u305b\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u898f\u683c\u306e\u540d\u524d\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | `unknown_item`\u3002**\u4f3c\u305f\u898f\u683c\u306b\u5bc4\u305b\u306a\u3044** |\n| \u526f\u7523\u7269\u3092\u542b\u3081\u305f\u5408\u8a08\u304c\u539f\u6599\u306e\u91cd\u91cf\u3092\u8d85\u3048\u308b | \u6b04\u306e\u8aad\u307f\u9055\u3044\u3092\u7591\u3044\u3001`needs_review` |\n| \u73fe\u5730\u306e\u8a00\u8449\u306e\u624b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b | \u7167\u5408\u306b\u4f7f\u308f\u305a\u3001\u6b04\u306e\u6587\u5b57\u3092\u4e00\u89a7\u306b\u5199\u3057\u3066\u4eba\u3078 |\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\u66f8\u985e\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u3068\u3001\u5bfe\u5fdc\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u59d4\u8a17\u5148\u30fb\u30ed\u30c3\u30c8\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068 `JobId`\n- \u30ed\u30c3\u30c8\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5bfe\u5fdc\u8868\u30fb\u5951\u7d04\u306e\u8868\u306e\u7248**\n- **\u4eba\u304c\u5024\u3084\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6b04\u3092\u3001\u3069\u3046\u8aad\u307f\u76f4\u3057\u305f\u304b\n- \u59d4\u8a17\u5148\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3068\u8fd4\u4e8b\u3001\u7cbe\u7b97\u306e\u7d50\u679c\n- \u88fd\u54c1\u304c\u7740\u3044\u305f\u5f8c\u306b\u91cf\u308a\u76f4\u3057\u305f\u6b63\u5473\u91cd\u91cf\uff08\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u5f8c\u304b\u3089\u8db3\u3059\uff09\n- **\u59d4\u8a17\u5148\u3054\u3068\u30fb\u898f\u683c\u3054\u3068\u306e\u6b69\u7559\u307e\u308a\u306e\u63a8\u79fb**\n\n**6\u3064\u76ee\u3092\u8db3\u3057\u3066\u3044\u304f\u3068\u3001\u59d4\u8a17\u5148\u306e\u5831\u544a\u3068\u81ea\u793e\u3067\u91cf\u308a\u76f4\u3057\u305f\u91cd\u91cf\u306e\u5dee\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002** \u5dee\u306e\u5927\u304d\u3044\u59d4\u8a17\u5148\u306e\u30ed\u30c3\u30c8\u306f\u3001\u91cf\u308a\u76f4\u3059\u5019\u88dc\u3092\u5e83\u3052\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u66f8\u985e\u304b\u308910\u30ed\u30c3\u30c8\u5206\u3092\u9078\u3076\uff08**lb \u3067\u66f8\u304b\u308c\u305f\u3082\u306e\u3001\u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u306e\u3082\u306e\u3001\u624b\u66f8\u304d\u306e\u91cd\u91cf\u306e\u3082\u306e\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e10\u30ed\u30c3\u30c8\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u53f0\u5e33\u306b\u5199\u3057\u305f\u91cd\u91cf\u3068\u6b69\u7559\u307e\u308a\u3001\u7cbe\u7b97\u3067\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\u30fb\u7f72\u540d\u306e\u89e3\u6790\u30921\u901a\u305a\u3064\u304b\u3051\u308b\n4. \u8fd4\u3063\u305f\u5024\u3092\u53f0\u5e33\u306e\u5024\u3068\u4e26\u3079\u3001\u539f\u6599\u3068\u88fd\u54c1\u306e\u91cd\u91cf\u3001\u7bb1\u306e\u6570\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u5358\u4f4d\u304c\u53d6\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n5. \u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u4e26\u3079\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u306e\u4e0b\u66f8\u304d\u3092\u59d4\u8a17\u5148\u3054\u3068\u306b\u4f5c\u308b\n\n**10\u30ed\u30c3\u30c8\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** Lambda \u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u898f\u683c\u3054\u3068\u306e\u91cd\u91cf\u304c\u8868\u3068\u3057\u3066\u8fd4\u308b\u304b\u300d\u3068\u300c\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u304c\u66f8\u985e\u306e\u3069\u3053\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| \u898f\u683c\u3054\u3068\u306e\u91cd\u91cf\u304c\u8868\u306e\u30bb\u30eb\u3067\u8fd4\u308a\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3082\u898b\u51fa\u3057\u304b\u3089\u6c7a\u307e\u308b | \u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u3001**S3 \u3068 Lambda \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u91cd\u91cf\u304c\u9805\u76ee\u3068\u5024\u306e\u7d44\u3067\u8fd4\u308b | \u5bfe\u5fdc\u8868\u306b\u30d5\u30a9\u30fc\u30e0\u306e\u6b04\u306e\u540d\u524d\u3092\u8db3\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u304c\u3069\u306e\u66f8\u985e\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | **\u59d4\u8a17\u5148\u306b\u66f8\u304d\u65b9\u3092\u983c\u3080\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\u7d4c\u9a13\u3067\u88dc\u3063\u3066\u3044\u305f\u91cd\u91cf\u306e\u57fa\u6e96\u304c\u3001\u66f8\u985e\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\u5831\u544a\u3092\u8aad\u307f\u53d6\u308a\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u53f0\u5e33\u306e\u5024\u3068\u4e26\u3079\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3068\u3001\u91cd\u91cf\u306e\u6b04\u3068\u57fa\u6e96\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\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u305d\u308d\u3048\u30fb\u7bb1\u306e\u7167\u5408\u30fb\u6b69\u7559\u307e\u308a\u3068\u5951\u7d04\u306e\u7167\u5408\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u8ee2\u8a18\u306e\u6848\u30fb\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u88fd\u54c1\u304c\u7740\u3044\u305f\u5f8c\u306b\u91cf\u308a\u76f4\u3057\u305f\u91cd\u91cf\u3068\u4e26\u3079\u3001\u59d4\u8a17\u5148\u3054\u3068\u306e\u5dee\u306e\u50be\u5411\u3092\u6bce\u6708\u4e00\u89a7\u306b\u3059\u308b \uff0f \u5831\u544a\u306e\u78ba\u304b\u3089\u3057\u3055\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\u670840\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\u4ef630\u5206\u304c6\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u53f0\u5e33\u3078\u306e\u8ee2\u8a18\u3001\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u76f4\u3057\u3001\u6b69\u7559\u307e\u308a\u306e\u8a08\u7b97\u3068\u5951\u7d04\u306e\u7167\u5408\u306f\u81ea\u52d5\u306b\u306a\u308a\u3001\u4eba\u306f `ok` \u4ee5\u5916\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u66f8\u5f0f\u306e\u9055\u3046\u66f8\u985e\u304b\u3089\u91cd\u91cf\u3092\u63a2\u3057\u3066\u5199\u3059\u4f5c\u696d\u304c\u307e\u308b\u3054\u3068\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u7740\u3044\u305f\u88fd\u54c1\u306e\u91cd\u91cf\u3092\u6bce\u30ed\u30c3\u30c8\u91cf\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u5411\u304d\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u30b0\u30ec\u30fc\u30ba\u8fbc\u307f\u306e\u91cd\u91cf\u3067\u6b69\u7559\u307e\u308a\u3092\u51fa\u3059 | **\u6271\u3044\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u6b69\u7559\u307e\u308a\u3092\u51fa\u3055\u306a\u3044** |\n| lb \u3092 kg \u3068\u3057\u3066\u8aad\u3080 | \u898b\u51fa\u3057\u3068\u5bfe\u5fdc\u8868\u3092\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3048\u3070\u4eba\u3078 |\n| \u539f\u6599\u306e\u91cd\u91cf\u3092\u652f\u7d66\u306e\u8a18\u9332\u3067\u57cb\u3081\u308b | \u57cb\u3081\u306a\u3044\u3002\u5dee\u306f `weight_gap` \u3067\u5225\u306b\u6301\u3064 |\n| \u7bb1\u306e\u6570\u00d71\u7bb1\u306e\u91cd\u91cf\u3068\u5408\u8a08\u304c\u5408\u308f\u306a\u3044 | \u3069\u3061\u3089\u3082\u76f4\u3055\u305a `carton_mismatch` |\n| \u539f\u6599\u306e\u91cd\u91cf\u304c2\u30da\u30fc\u30b8\u76ee\u306b\u3042\u3063\u3066\u554f\u3044\u304c\u7a7a\u306b\u306a\u308b | \u305d\u306e\u59d4\u8a17\u5148\u3060\u3051 `Pages` \u306b `*` \u3092\u6307\u5b9a\u3059\u308b |\n| \u73fe\u5730\u306e\u8a00\u8449\u306e\u66f8\u304d\u8fbc\u307f\u3092\u8aad\u307e\u305b\u308b | \u5bfe\u5fdc\u306f6\u8a00\u8a9e\u306e\u307f\u3002\u4eba\u306b\u56de\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\u91cd\u91cf\u306e\u57fa\u6e96\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u5dee\u306e\u4e00\u89a7\u306e\u4e0a\u3067\u306f\u3001\u6b69\u7559\u307e\u308a\u304c\u3088\u3044\u30ed\u30c3\u30c8\u306b\u898b\u3048\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u59d4\u8a17\u5148\u306e\u540d\u524d\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306e\u539f\u6599\u3068\u88fd\u54c1\u306e\u91cd\u91cf\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u52a0\u5de5\u8cc3\u306e\u5358\u4fa1\u3067\u3059\u3002**\u500b\u4eba\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u52a0\u5de5\u8cc3\u306f\u3001\u59d4\u8a17\u5148\u3068\u306e\u4ea4\u6e09\u306e\u6750\u6599\u305d\u306e\u3082\u306e\u3067\u3001\u4ed6\u306e\u59d4\u8a17\u5148\u306b\u77e5\u3089\u308c\u305f\u304f\u306a\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u5951\u7d04\u306e\u60c5\u5831\u3092\u4e00\u89a7\u306e\u5916\u306b\u51fa\u3055\u306a\u3044** \u2026 \u5dee\u306e\u4e00\u89a7\u306f\u751f\u7523\u7ba1\u7406\u90e8\u3068\u7d4c\u7406\u90e8\u3060\u3051\u304c\u898b\u307e\u3059\u3002**\u59d4\u8a17\u5148\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u4ed6\u306e\u59d4\u8a17\u5148\u306e\u6b69\u7559\u307e\u308a\u3084\u5358\u4fa1\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\n3. **\u6b69\u7559\u307e\u308a\u306e\u5dee\u3092\u3001\u54c1\u8cea\u306e\u5224\u65ad\u306e\u4ee3\u308f\u308a\u306b\u3057\u306a\u3044** \u2026 \u6b69\u7559\u307e\u308a\u304c\u5951\u7d04\u3092\u6e80\u305f\u3057\u3066\u3044\u3066\u3082\u3001\u9aa8\u306e\u6b8b\u308a\u3084\u8272\u306e\u5909\u5316\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u88fd\u54c1\u306e\u54c1\u8cea\u3068\u885b\u751f\u306e\u78ba\u8a8d\u306f\u3001\u7740\u3044\u305f\u88fd\u54c1\u306e\u691c\u54c1\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044**\n4. **\u8868\u793a\u306e\u91cd\u91cf\u3068\u7cbe\u7b97\u306e\u91cd\u91cf\u3092\u6df7\u305c\u306a\u3044** \u2026 Codex \u306e\u898f\u683c\u3067\u306f\u3001\u30b0\u30ec\u30fc\u30ba\u3092\u4ed8\u3051\u305f\u98df\u54c1\u306e\u6b63\u5473\u306e\u91cf\u306f\u30b0\u30ec\u30fc\u30ba\u3092\u9664\u3044\u3066\u793a\u3059\u3068\u3055\u308c\u3001\u30b0\u30ec\u30fc\u30ba\u3092\u9664\u3044\u305f\u91cd\u91cf\u306e\u91cf\u308a\u65b9\u3082\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7cbe\u7b97\u306e\u91cd\u91cf\u3092\u4f55\u3067\u53d6\u308a\u6c7a\u3081\u305f\u304b\u3068\u3001\u8868\u793a\u306e\u91cd\u91cf\u306f\u5225\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044**\n5. **\u7cbe\u7b97\u306e\u8acb\u6c42\u306f\u4eba\u304c\u6c7a\u3081\u308b** \u2026 `query_processor` \u306f\u78ba\u8a8d\u306e\u5165\u53e3\u3067\u3059\u3002**\u8acb\u6c42\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5951\u7d04\u3068\u53d6\u5f15\u306e\u95a2\u4fc2\u3092\u898b\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6b69\u7559\u307e\u308a\u304c\u8db3\u308a\u306a\u3044\u30ed\u30c3\u30c8\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u8db3\u308a\u3066\u3044\u308b\u30ed\u30c3\u30c8\u3092\u8aa4\u3063\u3066\u554f\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u91cd\u91cf\u306e\u57fa\u6e96\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u8d77\u304d\u308b\u305f\u3081\u3001**\u57fa\u6e96\u304c\u6c7a\u307e\u3089\u306a\u3044\u91cd\u91cf\u3092\u5272\u308a\u7b97\u306b\u4f7f\u308f\u306a\u3044\u6c7a\u307e\u308a\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u539f\u6599\u306e\u9b5a\u30fb\u3044\u304b\u30fb\u3048\u3073\u306a\u3069\u3092\u6d77\u5916\u306e\u52a0\u5de5\u5834\u306b\u652f\u7d66\u3057\u3001\u5207\u308a\u8eab\u30fb\u9aa8\u53d6\u308a\u30fb\u3080\u304d\u8eab\u306a\u3069\u306b\u52a0\u5de5\u3057\u3066\u3082\u3089\u3063\u3066\u8f38\u5165\u3057\u3066\u3044\u308b\u6c34\u7523\u52a0\u5de5\u4f1a\u793e\u30fb\u6c34\u7523\u7269\u306e\u5546\u793e\u3002\u59d4\u8a17\u5148\u304b\u3089\u82f1\u6587\u306e\u52a0\u5de5\u5831\u544a\u3068\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u304c\u30ed\u30c3\u30c8\u3054\u3068\u306b\u5c4a\u304d\u3001\u6b69\u7559\u307e\u308a\u3092\u53f0\u5e33\u306b\u5199\u3057\u3066\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3068\u898b\u6bd4\u3079\u3001\u52a0\u5de5\u8cc3\u3084\u539f\u6599\u306e\u4e0d\u8db3\u5206\u306e\u7cbe\u7b97\u3092\u3059\u308b\u306e\u306b\u624b\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u52a0\u5de5\u3092\u59d4\u8a17\u305b\u305a\u3001\u88fd\u54c1\u3092\u8cb7\u3044\u4ed8\u3051\u308b\u3060\u3051\u306e\u5834\u5408\uff08\u6b69\u7559\u307e\u308a\u306e\u7cbe\u7b97\u304c\u3042\u308a\u307e\u305b\u3093\uff09\u3002\u59d4\u8a17\u5148\u304c\u6570\u30ed\u30c3\u30c8\u3067\u3001\u76ee\u3067\u898b\u3066\u5199\u3057\u3066\u3082\u8ca0\u62c5\u306b\u306a\u3089\u306a\u3044\u5834\u5408\u3002\u5831\u544a\u304c\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u30fb\u30d9\u30c8\u30ca\u30e0\u8a9e\u3067\u5c4a\u304f\u5834\u5408\uff08AWS Textract \u306f\u65e5\u672c\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u30fb\u30d9\u30c8\u30ca\u30e0\u8a9e\u3092\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u306a\u304a\u3001\u88fd\u54c1\u306e\u54c1\u8cea\u30fb\u885b\u751f\u306e\u5224\u65ad\u3001\u8f38\u5165\u306e\u624b\u7d9a\u304d\u3001\u59d4\u8a17\u5148\u3078\u306e\u8acb\u6c42\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\u5951\u7d04\u306e\u8868\u3092\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u5f62\u306b\u3059\u308b**\n\n\u59d4\u8a17\u306e\u5951\u7d04\u3092\u3001**\u898f\u683c\u3054\u3068\u306e\u5951\u7d04\u306e\u6b69\u7559\u307e\u308a\u3001\u8a31\u3059\u5e45\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u7387\u3001\u52a0\u5de5\u8cc3\u3092\u6255\u3046\u91cd\u91cf\u306e\u57fa\u6e96\u3001\u539f\u6599\u306e\u91cd\u91cf\u306e\u5b9a\u7fa9**\u3068\u3057\u30661\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a10\u30ed\u30c3\u30c8\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e10\u30ed\u30c3\u30c8\u5206\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307e\u305b\u307e\u3059\u3002**\u898f\u683c\u3054\u3068\u306e\u91cd\u91cf\u304c\u8868\u3067\u8fd4\u308b\u304b\u3001\u5358\u4f4d\u3068\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u304c\u66f8\u985e\u306e\u3069\u3053\u304b\u3089\u6c7a\u307e\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u9805\u76ee\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u30ed\u30c3\u30c8\u306e\u591a\u3044\u59d4\u8a17\u5148\u304b\u3089\u3001**\u6b04\u306e\u540d\u524d\u3001\u5358\u4f4d\u3001\u30b0\u30ec\u30fc\u30ba\u306e\u6271\u3044\u3001\u539f\u6599\u306e\u91cd\u91cf\u304c\u89e3\u51cd\u306e\u524d\u304b\u5f8c\u304b**\u30921\u884c\u305a\u3064\u307e\u3068\u3081\u307e\u3059\u3002\u66f8\u304d\u65b9\u304c\u6c7a\u307e\u3089\u306a\u3044\u59d4\u8a17\u5148\u306b\u306f\u3001\u30d1\u30c3\u30ad\u30f3\u30b0\u30ea\u30b9\u30c8\u306b\u30b0\u30ec\u30fc\u30ba\u3092\u9664\u3044\u305f\u6b63\u5473\u306e\u91cd\u91cf\u3092\u66f8\u3044\u3066\u3082\u3089\u3046\u3088\u3046\u983c\u307f\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u8ee2\u8a18\u306e\u6848\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001**\u6b63\u5473\u306e kg \u306b\u305d\u308d\u3048\u305f\u91cd\u91cf\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067**\u4f5c\u308a\u307e\u3059\u3002\u3053\u306e\u6642\u70b9\u3067\u306f\u5951\u7d04\u306e\u7167\u5408\u3092\u305b\u305a\u3001\u5024\u306e\u53d6\u308c\u65b9\u3060\u3051\u3092\u898b\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u7bb1\u306e\u7167\u5408\u3001\u6b69\u7559\u307e\u308a\u3068\u5951\u7d04\u306e\u7167\u5408\u3001\u652f\u7d66\u306e\u8a18\u9332\u306e\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7740\u3044\u305f\u88fd\u54c1\u306e\u91cf\u308a\u76f4\u3057\u306e\u5024\u3092\u53f0\u5e33\u306b\u8db3\u3057\u3066\u3044\u304d\u30011\u4ef630\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`needs_review` 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`AnalyzeDocument` \u304c\u30d5\u30a9\u30fc\u30e0\uff08`KEY_VALUE_SET`\uff09\u30fb\u8868\uff08`TABLE`\u30fb`CELL`\uff09\u30fb\u7f72\u540d\uff08`SIGNATURE`\uff09\u30fb\u554f\u3044\uff08`QUERY`\u30fb`QUERY_RESULT`\uff09\u3092\u8fd4\u3057\u3001\u5358\u8a9e\u306b `TextType` \u304c\u4ed8\u304f\u3053\u3068\u3002`FeatureTypes` \u306e\u5024\u3002\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` 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