{"id":17004,"date":"2026-10-28T14:10:50","date_gmt":"2026-10-28T05:10:50","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-ship-class-survey-findings\/"},"modified":"2026-10-28T14:10:50","modified_gmt":"2026-10-28T05:10:50","slug":"en-ship-class-survey-findings","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-ship-class-survey-findings\/","title":{"rendered":"\u4fee\u7e55\u306e\u9020\u8239\u6240\u304c\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u691c\u67fb\u306e\u6307\u6458\u4e8b\u9805\u3092\u8aad\u307f\u53d6\u308a\u3001\u8239\u3054\u3068\u30fb\u533a\u753b\u3054\u3068\u306e\u662f\u6b63\u306e\u4e00\u89a7\u3068\u5b8c\u4e86\u306e\u78ba\u8a8d\u8868\u3092\u4f5c\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5165\u6e20\u4e2d\u306e\u8239\u306b\u3064\u3044\u3066\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6307\u6458\u4e8b\u9805\u306e\u66f8\u9762\u3092\u8aad\u307f\u53d6\u308a\u3001\u6307\u6458\u3092\u8239\u3054\u3068\u30fb\u533a\u753b\u3054\u3068\u306e\u662f\u6b63\u306e\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u5de5\u4e8b\u756a\u53f7\u3068\u3001\u5f8c\u306e\u5831\u544a\u306b\u3042\u308b\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u51fa\u6e20\u306e\u524d\u306b\u6b8b\u3063\u3066\u3044\u308b\u6307\u6458\u3092\u4e26\u3079\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-2071","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-28","tech_verified_date":"2026-10-28","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3 \u306e\u30d0\u30b1\u30c3\u30c8\uff09\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6307\u6458\u306e\u66f8\u9762\u306f\u7acb\u4f1a\u3044\u306e\u5f53\u65e5\u304b\u7fcc\u65e5\u306b\u5c4a\u304d\u3001**\u5de5\u4e8b\u306e\u6bb5\u53d6\u308a\u306f\u7fcc\u671d\u304b\u3089\u7d44\u307e\u308c\u307e\u3059\u3002** \u5915\u65b9\u306b\u5c4a\u3044\u305f\u66f8\u9762\u3092\u7fcc\u671d\u306e\u5de5\u7a0b\u4f1a\u8b70\u307e\u3067\u306b\u4e00\u89a7\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u6307\u6458\u304c\u5de5\u4e8b\u306e\u6bb5\u53d6\u308a\u306b\u9593\u306b\u5408\u3044\u307e\u3059\u3002\n\n**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u8239\u306e\u756a\u53f7\uff08\u81ea\u793e\u306e\u5165\u6e20\u306e\u756a\u53f7\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002** \u66f8\u9762\u306e\u4e2d\u306b\u8239\u540d\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u540c\u3058\u8239\u540d\u306e\u8239\u304c\u5165\u308c\u66ff\u308f\u308a\u3067\u5165\u6e20\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001** \u66f8\u9762\u306e\u8239\u540d\u3060\u3051\u3067\u8239\u3092\u6c7a\u3081\u308b\u3068\u3001\u524d\u306e\u5165\u6e20\u306e\u4e00\u89a7\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u51fa\u6e20\u524d\u306e\u6b8b\u308a\u306e\u4e00\u89a7\u306f\u3001\u6bce\u671d\u306e\u5b9a\u6642\u306b\u4f5c\u308a\u307e\u3059\u3002** \u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u6570\u3048\u3066\u3001**\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7121\u3044\u6307\u6458\u3092\u533a\u753b\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\u3002** \u4e88\u5b9a\u65e5\u306e5\u65e5\u524d\u304b\u3089\u306f\u3001\u6b8b\u308a\u304c1\u4ef6\u3067\u3082\u3042\u308c\u3070\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\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** \u975e\u540c\u671f\u306e\u89e3\u6790\u306b\u306f `ClientRequestToken` \u3092\u4ed8\u3051\u3001\u540c\u3058\u66f8\u9762\u3092\u4e8c\u5ea6\u8aad\u307e\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6307\u6458\u306e\u66f8\u9762 | PDF\u30fb\u5199\u771f\u3002\u8239\u540d\u3001\u8239\u7d1a\u5354\u4f1a\u3001\u691c\u67fb\u54e1\u3001\u7acb\u4f1a\u3044\u306e\u65e5\u3001\u9805\u76ee\u756a\u53f7\u3001\u6307\u6458\u306e\u6587\u3001\u524d\u306e\u9805\u76ee\u3078\u306e\u5b8c\u4e86\u306e\u8a18\u8f09 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u306e\u884c\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\uff09\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u533a\u753b\u306e\u8868 | \u8239\u3054\u3068\u306e\u533a\u753b\u306e\u6b63\u5f0f\u306a\u540d\u524d\u3001**\u5225\u540d\uff08\u691c\u67fb\u54e1\u30fb\u5de5\u4e8b\u30fb\u8239\u4e3b\u306e\u66f8\u304d\u65b9\uff09**\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u7bc4\u56f2\u3001\u8237 | \u5165\u6e20\u306e\u4ed5\u69d8\u66f8\u304b\u3089\u4f5c\u308b\u8868 |\n| \u533a\u5206\u306e\u5bfe\u5fdc\u8868 | \u66f8\u9762\u306b\u66f8\u304b\u308c\u308b\u533a\u5206\u306e\u8a00\u8449\u3068\u3001\u81ea\u793e\u306e\u4e00\u89a7\u306e\u533a\u5206 | \u81ea\u793e\u3067\u6574\u3048\u308b\u8868 |\n| \u5de5\u4e8b\u306e\u7ba1\u7406\u8868 | \u5de5\u4e8b\u756a\u53f7\u3001\u533a\u753b\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u7740\u624b\u65e5\u3001\u5b8c\u4e86\u65e5 | \u751f\u7523\u306e\u8868 |\n| \u662f\u6b63\u306e\u4e00\u89a7\uff08\u524d\u306e\u5206\uff09 | \u305d\u308c\u307e\u3067\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6307\u6458\u3068\u3001\u305d\u306e\u9805\u76ee\u756a\u53f7 | \u3053\u306e\u69cb\u6210\u304c\u4f5c\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u306e\u5217\u3067\u3059\u3002** \u5225\u540d\u304c\u7121\u3051\u308c\u3070\u300c3P W.B.TK\u300d\u306f\u533a\u753b\u306b\u5bc4\u3089\u305a\u3001**\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3082\u51fa\u307e\u305b\u3093\u3002** \u5225\u540d\u306f\u3001\u904e\u53bb\u306e\u5165\u6e20\u306e\u66f8\u9762\u3068\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3092\u4e26\u3079\u3066\u3001\u540c\u3058\u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u62fe\u3044\u96c6\u3081\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n**\u8239\u306e\u578b\u304c\u540c\u3058\u306a\u3089\u3001\u533a\u753b\u306e\u8868\u306f\u4f7f\u3044\u56de\u305b\u307e\u3059\u3002** \u540c\u3058\u9020\u8239\u6240\u3067\u5efa\u9020\u3055\u308c\u305f\u59c9\u59b9\u8239\u306f\u533a\u753b\u306e\u914d\u7f6e\u304c\u540c\u3058\u3053\u3068\u304c\u591a\u304f\u3001**1\u96bb\u5206\u306e\u5225\u540d\u3092\u4f5c\u308c\u3070\u3001\u6b21\u306e\u5165\u6e20\u304b\u3089\u306f\u305d\u306e\u8239\u306e\u578b\u306e\u8868\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002**","data_source":"\u66f8\u9762\u306f\u3001\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u306b S3 \u306e\u5834\u6240\u3092\u6e21\u3057\u3066\u8aad\u307f\u307e\u3059\u3002**`FeatureTypes` \u306b `LAYOUT`\u30fb`TABLES`\u30fb`FORMS` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u5b8c\u4e86\u306f Amazon SNS \u306b\u901a\u77e5\u3055\u305b\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001\u7d50\u679c\u306f\u305d\u306e\u65e5\u306b S3 \u3078\u5199\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8239\u540d\u30fb\u8239\u7d1a\u5354\u4f1a\u30fb\u7acb\u4f1a\u3044\u306e\u65e5 | \u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001`LAYOUT_HEADER`\u30fb`LAYOUT_TITLE` | \u66f8\u9762\u306e\u898b\u51fa\u3057\u3068\u3001\u8239\u306e\u78ba\u304b\u3081 |\n| \u6307\u6458\u306e\u6587 | `LAYOUT_LIST`\u30fb`LAYOUT_TEXT` \u306e\u884c\u3001\u8868\u306e\u30bb\u30eb | \u6307\u6458\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u308b\u6750\u6599 |\n| \u9805\u76ee\u756a\u53f7 | \u8868\u306e\u5217\u3001\u7b87\u6761\u66f8\u304d\u306e\u5148\u982d | \u5b8c\u4e86\u306e\u8a18\u8f09\u3068\u306e\u7d50\u3073\u4ed8\u3051 |\n| \u5b8c\u4e86\u306e\u8a18\u8f09 | \u6bb5\u843d\u306e\u884c\uff08examined\u3001satisfactory\u3001dealt with \u306a\u3069\u3092\u542b\u3080\uff09 | \u524d\u306e\u6307\u6458\u306e\u5b8c\u4e86\u306e\u5019\u88dc |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3068\u624b\u66f8\u304d\u304b\u3069\u3046\u304b | `WORD` \u306e `Confidence` \u3068 `TextType` | \u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3089\u3057\u3055\u306e\u5224\u65ad |\n\n**\u6307\u6458\u306e\u6587\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8aad\u3080\u9806\u306e\u307e\u307e Claude \u306b\u6e21\u3057\u307e\u3059\u3002** \u884c\u3092\u3070\u3089\u3070\u3089\u306b\u6e21\u3059\u3068\u3001**2\u884c\u306b\u307e\u305f\u304c\u3063\u305f\u6307\u6458\u304c2\u4ef6\u306b\u5272\u308c\u305f\u308a\u3001\u96a3\u306e\u6307\u6458\u306e\u533a\u753b\u3092\u53d6\u308a\u9055\u3048\u305f\u308a\u3057\u307e\u3059\u3002** \u7b87\u6761\u66f8\u304d\uff08`LAYOUT_LIST`\uff09\u306f\u3001\u305d\u306e\u4e0b\u306e\u6bb5\u843d\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**`TextType` \u304c\u624b\u66f8\u304d\uff08`HANDWRITING`\uff09\u306e\u6587\u5b57\u306f\u3001\u5370\u3092\u4ed8\u3051\u3066\u6e21\u3057\u307e\u3059\u3002** \u624b\u66f8\u304d\u306e\u6570\u5b57\u306f\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u306e\u8aad\u307f\u9055\u3044\u304c\u8d77\u304d\u3084\u3059\u3044\u3068\u3053\u308d\u3067\u3059\u3002**\u624b\u66f8\u304d\u3067\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u6570\u5b57\u3092\u542b\u3080\u6307\u6458\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u5f8c\u306b `needs_review` \u306b\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\u3002XFA \u5f62\u5f0f\u306e PDF \u306f\u6271\u3048\u307e\u305b\u3093\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\u691c\u67fb\u54e1\u306e\u4e8b\u52d9\u6240\u306b\u983c\u307f\u307e\u3059**\n3. **\u5199\u771f\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**\u624b\u66f8\u304d\u306e\u7528\u7d19\u3092\u659c\u3081\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u5965\u306e\u884c\u304c\u4e0b\u9650\u3092\u5272\u308a\u307e\u3059**\n4. **\u5199\u771f\u306e\u64ae\u308a\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u7528\u7d19\u3092\u6b63\u9762\u304b\u3089\u30011\u679a\u306b1\u30da\u30fc\u30b8\u3067\u64ae\u3063\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u50be\u304d\u306f\u8aad\u3081\u307e\u3059\u304c\u3001\u624b\u3076\u308c\u3068\u5f71\u306f\u8aad\u3081\u307e\u305b\u3093**\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8239\u30fb\u540c\u3058\u7acb\u4f1a\u3044\u306e\u65e5\u30fb\u540c\u3058\u30da\u30fc\u30b8\u6570\u306e\u66f8\u9762\u306f\u91cd\u8907\u306e\u5019\u88dc\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u66f8\u9762\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051** \u2026 \u984c\u306e\u6587\u5b57\u3067\u3001**\u6307\u6458\u306e\u66f8\u9762\u3001\u5b8c\u4e86\u306e\u5831\u544a\u3001\u305d\u308c\u4ee5\u5916\uff08\u7acb\u4f1a\u3044\u306e\u4f9d\u983c\u3001\u8a3c\u66f8\u306e\u5199\u3057\uff09**\u306b\u5206\u3051\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u73fe\u5834\u306e\u5199\u771f\u306f\u3001\u72ed\u3044\u533a\u753b\u306e\u4e2d\u3067\u64ae\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8aad\u3081\u306a\u3044\u6570\u5b57\u3092 Claude \u304c\u524d\u5f8c\u306e\u6587\u304b\u3089\u88dc\u3046\u3068\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u304c\u5b9f\u969b\u3068\u9055\u3046\u6307\u6458\u304c\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002** \u64ae\u308a\u65b9\u3092\u305d\u308d\u3048\u308b\u307b\u3046\u304c\u3001\u5f8c\u3067\u76f4\u3059\u3088\u308a\u65e9\u304f\u6e08\u307f\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3092\u6307\u6458\u3054\u3068\u306b\u5206\u3051\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u66f8\u9762\u306e\u6587\u8a00\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u533a\u753b\u3092\u5bc4\u305b\u308b\u3001\u5de5\u4e8b\u756a\u53f7\u3092\u63a2\u3059\u3001\u5b8c\u4e86\u3092\u7d50\u3073\u4ed8\u3051\u308b\u51e6\u7406\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u5f8c\u306b Python \u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u66f8\u9762\u306e\u3069\u3053\u304b\u3089 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9805\u76ee\u756a\u53f7 | \u8868\u306e\u5217\u3001\u7b87\u6761\u66f8\u304d\u306e\u5148\u982d | \u7121\u3051\u308c\u3070\u7a7a\u3002**\u756a\u53f7\u3092\u632f\u3089\u306a\u3044** |\n| \u533a\u753b\u306e\u6587\u8a00 | \u6307\u6458\u306e\u6587\u306e\u5148\u982d\u304c\u591a\u3044 | \u7a7a\u306a\u3089 `missing`\u3002**`needs_review`** |\n| \u30d5\u30ec\u30fc\u30e0\u306e\u7bc4\u56f2\u30fb\u8237 | Fr.\u3001P\/S\u3001Port\/Stbd \u306a\u3069 | \u7a7a\u306a\u3089\u7a7a\u306e\u307e\u307e\u3002**\u533a\u753b\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044** |\n| \u4e0d\u5177\u5408\u306e\u6587\u8a00 | wasted\u3001cracked\u3001indented\u3001pitted \u306a\u3069 | \u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u5199\u3059 |\n| \u51e6\u7f6e\u306e\u6587\u8a00 | to be renewed\u3001to be repaired \u306a\u3069 | \u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u5199\u3059 |\n| \u533a\u5206\u306e\u6587\u8a00 | Condition of Class\u3001Recommendation \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u671f\u9650\u306e\u6587\u8a00 | prior to departure\u3001by next docking \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u3002**\u65e5\u4ed8\u306b\u76f4\u3055\u306a\u3044** |\n| \u5b8c\u4e86\u306e\u8a18\u8f09 | examined and found satisfactory \u306a\u3069 | \u524d\u306e\u9805\u76ee\u756a\u53f7\u304b\u533a\u753b\u3092\u4e00\u7dd2\u306b\u5199\u3059 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6307\u6458\u306e\u5f53\u5426\u3084\u91cd\u3055\u306e\u5224\u65ad | \u691c\u67fb\u54e1\u306e\u5224\u65ad\u3067\u3001\u9020\u8239\u6240\u306e\u5074\u3067\u5909\u3048\u306a\u3044 |\n| \u662f\u6b63\u306e\u65b9\u6cd5\u306e\u63d0\u6848 | \u8239\u4e3b\u30fb\u691c\u67fb\u54e1\u30fb\u5de5\u4e8b\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u3092\u65e5\u4ed8\u306b\u76f4\u3059\u3053\u3068 | \u300c\u51fa\u6e20\u306e\u524d\u300d\u306e\u65e5\u4ed8\u306f\u5de5\u7a0b\u3067\u5909\u308f\u308b\u3002\u898f\u5247\u306e\u5074\u3067\u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u306b\u7d50\u3076 |\n| \u533a\u5206\u304c\u7121\u3044\u6307\u6458\u306b\u533a\u5206\u3092\u4ed8\u3051\u308b\u3053\u3068 | \u533a\u5206\u306e\u4ed8\u3051\u65b9\u306f\u8239\u7d1a\u5354\u4f1a\u3054\u3068\u306b\u9055\u3046 |\n| \u5b8c\u4e86\u3057\u305f\u304b\u306e\u5224\u65ad | \u8a8d\u3081\u308b\u306e\u306f\u691c\u67fb\u54e1\u3002\u8a18\u8f09\u3092\u5199\u3059\u3060\u3051 |\n\n**3\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u671f\u9650\u3092 Claude \u306b\u65e5\u4ed8\u3067\u66f8\u304b\u305b\u308b\u3068\u3001**\u5de5\u7a0b\u304c\u5ef6\u3073\u305f\u3068\u304d\u306b\u4e00\u89a7\u306e\u671f\u9650\u304c\u53e4\u3044\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002** \u5b8c\u4e86\u3092\u63a8\u3057\u91cf\u3089\u305b\u308b\u3068\u3001**\u5de5\u4e8b\u304c\u7d42\u308f\u3063\u305f\u3060\u3051\u306e\u6307\u6458\u304c\u300c\u7247\u4ed8\u3044\u305f\u300d\u3068\u3057\u3066\u51fa\u6e20\u306e\u78ba\u8a8d\u304b\u3089\u629c\u3051\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u9020\u8239\u6240\u306e\u54c1\u8cea\u7ba1\u7406\u90e8\u3067\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\n\u6307\u6458\u306e\u66f8\u9762\u3092\u3001\u6307\u6458\u3054\u3068\u306e\u9805\u76ee\u306b\u5206\u3051\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f OCR \u306e\u7d50\u679c\u3067\u3001\u8aad\u3080\u9806\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u66f8\u9762\u306b\u66f8\u304b\u308c\u305f\n\u8a9e\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5206\u3051\u65b9\u3011\n- 1\u4ef6\u306e\u6307\u6458\u306f\u3001\u533a\u753b\u306e\u6587\u8a00\u304b\u3089\u59cb\u307e\u308a\u3001\u51e6\u7f6e\u306e\u6587\u8a00\u3067\u7d42\u308f\u308b\u3053\u3068\u304c\u591a\u3044\u3002\n  \u9805\u76ee\u756a\u53f7\u304c\u3042\u308c\u3070\u3001\u756a\u53f7\u3054\u3068\u306b1\u4ef6\u3068\u3059\u308b\u3002\n- 2\u884c\u4ee5\u4e0a\u306b\u307e\u305f\u304c\u308b\u6587\u306f1\u4ef6\u306b\u307e\u3068\u3081\u308b\u30021\u3064\u306e\u6587\u306b2\u3064\u306e\u533a\u753b\u304c\n  \u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u533a\u753b\u3054\u3068\u306b\u5206\u3051\u3001\u540c\u3058\u51e6\u7f6e\u306e\u6587\u8a00\u3092\u4e21\u65b9\u306b\u5199\u3059\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u533a\u753b\u30fb\u30d5\u30ec\u30fc\u30e0\u30fb\u8237\u30fb\u4e0d\u5177\u5408\u30fb\u51e6\u7f6e\u30fb\u533a\u5206\u30fb\u671f\u9650\u306f\u3001\u66f8\u9762\u306e\u8a9e\u306e\n  \u3068\u304a\u308a\u306b\u5199\u3059\u3002\u8a00\u3044\u63db\u3048\u30fb\u7565\u8a9e\u306e\u5c55\u958b\u30fb\u7db4\u308a\u306e\u8a02\u6b63\u3092\u3057\u306a\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u7a7a\u306b\u3059\u308b\u3002\u524d\u5f8c\u306e\u6307\u6458\u3084\u533a\u753b\u304b\u3089\u88dc\u308f\u306a\u3044\u3002\n- \u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044\uff08[?] \u306e\u5370\u304c\u3042\u308b\uff09\u3068\u304d\u306f\u3001\u6570\u5b57\u3092\u63a8\u3057\u91cf\u3089\u305a\n  frame_text \u306b\u5370\u306e\u307e\u307e\u5199\u3057\u3001uncertain \u3092 true \u306b\u3059\u308b\u3002\n- \u671f\u9650\u306f \"prior to departure\" \u306a\u3069\u306e\u6587\u8a00\u306e\u307e\u307e\u5199\u3059\u3002\u65e5\u4ed8\u306b\u76f4\u3055\u306a\u3044\u3002\n- \u533a\u5206\u306e\u6587\u8a00\u304c\u7121\u3044\u6307\u6458\u306b\u3001\u533a\u5206\u3092\u4ed8\u3051\u306a\u3044\u3002\n- \"examined and found satisfactory\" \"dealt with\" \"cleared\" \u306a\u3069\u306e\n  \u5b8c\u4e86\u306e\u8a18\u8f09\u306f\u3001closure_statements \u306b\u5206\u3051\u3066\u5199\u3057\u3001\u5bfe\u8c61\u306e\u9805\u76ee\u756a\u53f7\u304b\n  \u533a\u753b\u306e\u6587\u8a00\u3092\u4e00\u7dd2\u306b\u5199\u3059\u3002\u5b8c\u4e86\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3002\n- \u6307\u6458\u306e\u5f53\u5426\u3001\u91cd\u3055\u3001\u662f\u6b63\u306e\u65b9\u6cd5\u3092\u66f8\u304b\u306a\u3044\u3002\n- quote \u306b\u3001\u305d\u306e\u6307\u6458\u306e\u5143\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n\n\u3010OCR \u306e\u7d50\u679c\uff08\u8aad\u3080\u9806\uff09\u3011{layout_text}\n\u3010\u3053\u306e\u66f8\u9762\u306e\u898b\u51fa\u3057\u3011{header_kv}\n```\n\n**\u300c\u7565\u8a9e\u306e\u5c55\u958b\u30fb\u7db4\u308a\u306e\u8a02\u6b63\u3092\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u300cWBT\u300d\u3092\u300cWater Ballast Tank\u300d\u306b\u5c55\u958b\u3057\u307e\u3059\u3002** \u5c55\u958b\u3055\u308c\u305f\u8a9e\u306f\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u306b\u5f53\u305f\u3089\u305a\u3001**\u7167\u5408\u3067 `unknown_area` \u306b\u843d\u3061\u307e\u3059\u3002** \u5225\u540d\u306e\u8868\u306f\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u4f5c\u308b\u306e\u3067\u3001Claude \u306b\u3082\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n**`quote` \u3092\u5fc5\u305a\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** Bedrock \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001Anthropic \u306e\u30e2\u30c7\u30eb\u3067\u306f\u5f15\u7528\u306e\u6a5f\u80fd\uff08citations\uff09\u3068\u4f75\u7528\u3067\u304d\u305a\u3001\u4f75\u7528\u3059\u308b\u3068400\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002**\u305d\u306e\u305f\u3081\u5f15\u7528\u306e\u4f4d\u7f6e\u306f\u4f7f\u308f\u305a\u3001\u5143\u306e\u6587\u3092\u5199\u3055\u305b\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067 OCR \u306e\u6587\u5b57\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u7167\u3089\u3057\u3066\u4e00\u81f4\u3057\u306a\u3044 `quote` \u306f\u3001Claude \u304c\u6587\u3092\u4f5c\u308a\u5909\u3048\u305f\u5408\u56f3\u306a\u306e\u3067 `needs_review` \u306b\u3057\u307e\u3059\u3002","output_data":"**Converse \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3001\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"vessel_ref\": \"D-2611\",\n  \"class_society_text\": \"\",\n  \"visit_date_text\": \"\",\n  \"findings\": [\n    {\n      \"item_no\": \"3\",\n      \"area_text\": \"No.3 WBT (P)\",\n      \"frame_text\": \"Fr.45-48\",\n      \"side_text\": \"P\",\n      \"defect_text\": \"side shell longitudinals wasted beyond allowable\",\n      \"action_text\": \"to be cropped and renewed\",\n      \"category_text\": \"Condition of Class\",\n      \"due_text\": \"prior to departure\",\n      \"uncertain\": false,\n      \"quote\": \"\"\n    }\n  ],\n  \"closure_statements\": [\n    { \"ref_item_no\": \"5\", \"ref_area_text\": \"\", \"statement_text\": \"examined and found satisfactory\", \"quote\": \"\" }\n  ]\n}\n```\n\nLambda \u306e\u5074\u3067\u3001\u3053\u306e\u7d50\u679c\u306b\u533a\u753b\u306e\u8868\u306e `area_id`\u3001\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3001\u72b6\u614b\u3092\u8db3\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u307e\u3059\u3002**\u72b6\u614b\u306f `matched` \uff0f `unknown_area` \uff0f `no_work_order` \uff0f `awaiting_surveyor` \uff0f `closed` \uff0f `needs_review` \u3067\u3059\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66f8\u9762\u306e\u8a9e\u3068\u81ea\u793e\u306e\u533a\u753b\u3092\u5225\u306e\u6b04\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `area_text` \u306f\u66f8\u9762\u306e\u307e\u307e\u3001`area_id` \u306f\u533a\u753b\u306e\u8868\u3067\u5bc4\u305b\u305f\u7d50\u679c\u3067\u3059\u3002**\u5bc4\u305b\u65b9\u304c\u8aa4\u3063\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u8a9e\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u4e00\u89a7\u3092\u4f5c\u308a\u76f4\u305b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u6307\u6458\u3068\u5225\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `closure_statements` \u3092\u524d\u306e\u6307\u6458\u306b\u7d50\u3073\u4ed8\u3051\u308b\u306e\u306f\u898f\u5247\u3067\u3001**\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u8f09\u306f\u4eba\u306b\u56de\u308a\u307e\u3059\u3002** \u5b8c\u4e86\u3092\u6307\u6458\u306e\u6b04\u306b\u6df7\u305c\u308b\u3068\u3001\u3069\u306e\u7acb\u4f1a\u3044\u3067\u8a8d\u3081\u3089\u308c\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30fc\u30de\u306e\u66f8\u304d\u65b9\u306b\u306f\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002** \u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u3092\u4ed8\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u6570\u5024\u306e\u6700\u5c0f\u30fb\u6700\u5927\u3084\u6587\u5b57\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u5fc5\u9808\u3067\u306a\u3044\u9805\u76ee\u306f\u5168\u4f53\u306712\u500b\u307e\u3067\u306a\u306e\u3067\u3001**\u9805\u76ee\u306f\u5fc5\u9808\u306b\u3057\u3066\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306e\u6587\u5b57\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002** \u65b0\u3057\u3044\u30b9\u30ad\u30fc\u30de\u306e\u6700\u521d\u306e\u547c\u3073\u51fa\u3057\u306f\u3001\u7d44\u307f\u7acb\u3066\u306b\u6700\u592790\u79d2\u307b\u3069\u304b\u304b\u308a\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\u3068 SNS \u306e\u901a\u77e5 | \u66f8\u9762\u306e\u8aad\u307f\u53d6\u308a |\n| Amazon Bedrock | Converse \u306e API \u547c\u3073\u51fa\u3057 | \u6307\u6458\u3092\u9805\u76ee\u306b\u5206\u3051\u308b |\n| \u533a\u753b\u306e\u8868\u30fb\u533a\u5206\u306e\u5bfe\u5fdc\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u533a\u753b\u3092\u5bc4\u305b\u308b\u3001\u533a\u5206\u3092\u305d\u308d\u3048\u308b |\n| \u5de5\u4e8b\u306e\u7ba1\u7406\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3068\u5b8c\u4e86\u65e5 |\n| \u662f\u6b63\u306e\u4e00\u89a7\u30fb\u5b8c\u4e86\u306e\u78ba\u8a8d\u8868 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306e\u53d6\u308a\u8fbc\u307f | \u6307\u6458\u3054\u3068\u306e\u884c |\n\n**\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5de5\u4e8b\u756a\u53f7\u3092\u5207\u308b\u306e\u306f\u5de5\u4e8b\u306e\u62c5\u5f53\u3067\u3001**\u6307\u6458\u304b\u3089\u81ea\u52d5\u3067\u5de5\u4e8b\u756a\u53f7\u3092\u4f5c\u308b\u3068\u3001\u8239\u4e3b\u304c\u767a\u6ce8\u3057\u3066\u3044\u306a\u3044\u5de5\u4e8b\u304c\u59cb\u307e\u308a\u307e\u3059\u3002** \u5019\u88dc\u304c\u7121\u3044\u6307\u6458\u306f `no_work_order` \u3068\u3057\u3066\u3001\u5de5\u4e8b\u306e\u62c5\u5f53\u3078\u306e\u4f9d\u983c\u306e\u4e00\u89a7\u306b\u51fa\u3059\u3060\u3051\u3067\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `matched` \u4ee5\u5916\u306e\u6307\u6458\u3060\u3051\u3067\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e8.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u624b\u66f8\u304d\u306e\u6570\u5b57\u3001`quote` \u306e\u4e0d\u4e00\u81f4\u3002**\u66f8\u9762\u306e\u753b\u50cf\u3067\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u3068\u533a\u753b\u3092\u78ba\u304b\u3081\u307e\u3059**\n2. **`unknown_area` \u3092\u898b\u308b** \u2026 \u533a\u753b\u306e\u8868\u306b\u5225\u540d\u30921\u884c\u8db3\u3059\u304b\u3001\u672c\u5f53\u306b\u8868\u306b\u7121\u3044\u533a\u753b\u304b\u3092\u5206\u3051\u307e\u3059\n3. **`no_work_order` \u3092\u5de5\u4e8b\u306e\u62c5\u5f53\u306b\u56de\u3059** \u2026 **\u8ffd\u52a0\u306e\u5de5\u4e8b\u306b\u3059\u308b\u304b\u306f\u3001\u8239\u4e3b\u306e\u76e3\u7763\u304c\u6c7a\u3081\u307e\u3059**\n4. **`awaiting_surveyor` \u3092\u7acb\u4f1a\u3044\u306e\u6bb5\u53d6\u308a\u306b\u5165\u308c\u308b** \u2026 \u5de5\u4e8b\u304c\u7d42\u308f\u3063\u305f\u6307\u6458\u3092\u3001\u6b21\u306e\u7acb\u4f1a\u3044\u3067\u898b\u3066\u3082\u3089\u3044\u307e\u3059\n5. **\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7d50\u3073\u4ed8\u3051\u3092\u78ba\u304b\u3081\u308b** \u2026 \u524d\u306e\u9805\u76ee\u756a\u53f7\u304c\u7121\u3044\u8a18\u8f09\u306f\u3001\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u4eba\u304c\u7d50\u3073\u4ed8\u3051\u307e\u3059\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef612\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u304b\u3001\u5199\u771f\u306e\u64ae\u308a\u65b9\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| \u5199\u771f\u306e\u6587\u5b57\u304c\u5c0f\u3055\u3044\u30fb\u3076\u308c\u3066\u3044\u308b | \u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3002**\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044 | `uncertain`\u3002**\u753b\u50cf\u3067\u4eba\u304c\u78ba\u304b\u3081\u308b** |\n| \u65e5\u672c\u8a9e\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b | AWS Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u306a\u3044\u3002**\u305d\u306e\u90e8\u5206\u306f\u4eba\u304c\u88dc\u3046** |\n| 1\u6587\u306b2\u3064\u306e\u533a\u753b | \u533a\u753b\u3054\u3068\u306b\u5206\u3051\u3001\u540c\u3058\u51e6\u7f6e\u3092\u5199\u3059\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_review` |\n| `quote` \u304c OCR \u306e\u6587\u5b57\u3068\u4e00\u81f4\u3057\u306a\u3044 | `needs_review`\u3002**Claude \u306e\u66f8\u304d\u63db\u3048\u3092\u7591\u3046** |\n| \u524d\u306e\u6307\u6458\u3068\u7d50\u3073\u4ed8\u304b\u306a\u3044\u5b8c\u4e86\u306e\u8a18\u8f09 | \u4eba\u304c\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u7d50\u3073\u4ed8\u3051\u308b |\n| \u540c\u3058\u8239\u540d\u306e\u5225\u306e\u5165\u6e20\u306e\u66f8\u9762 | \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5165\u6e20\u306e\u756a\u53f7\u3067\u5206\u3051\u308b |\n| \u8aad\u307f\u53d6\u308a\u3084\u69cb\u9020\u5316\u51fa\u529b\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\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\u5199\u771f\u306e\u64ae\u308a\u65b9\u3068\u533a\u753b\u306e\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**","log_storage":"- \u5143\u306e\u66f8\u9762\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u5165\u6e20\u306e\u756a\u53f7\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068\u3001Claude \u304c\u8fd4\u3057\u305f JSON\n- \u6307\u6458\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u533a\u753b\u306e\u8868\u30fb\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u306e\u884c**\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u3069\u306e\u533a\u753b\u30fb\u5de5\u4e8b\u306b\u7d50\u3073\u4ed8\u3051\u305f\u304b\n- \u5b8c\u4e86\u306e\u8a18\u8f09\u3068\u3001\u305d\u308c\u304c\u66f8\u304b\u308c\u305f\u66f8\u9762\u3068\u7acb\u4f1a\u3044\u306e\u65e5\n- **\u8239\u306e\u578b\u3054\u3068\u306e `unknown_area` \u306e\u4ef6\u6570**\n\n**5\u3064\u76ee\u306f\u3001\u8239\u4e3b\u3084\u8239\u7d1a\u5354\u4f1a\u304b\u3089\u300c\u3044\u3064\u8a8d\u3081\u3089\u308c\u305f\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306e\u7b54\u3048\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":3,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":45,"after_minutes_per_case":12,"hourly_cost":4000,"before_hours_month":30,"after_hours_month":8,"saved_hours_month":22,"reduction_rate":73,"saved_hours_year":264,"annual_cost_effect":1056000,"summary":"\u5165\u6e20\u4e2d\u306e\u8239\u306b\u3064\u3044\u3066\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6307\u6458\u4e8b\u9805\u306e\u66f8\u9762\u3092\u8aad\u307f\u53d6\u308a\u3001\u6307\u6458\u3092\u8239\u3054\u3068\u30fb\u533a\u753b\u3054\u3068\u306e\u662f\u6b63\u306e\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u5de5\u4e8b\u756a\u53f7\u3068\u3001\u5f8c\u306e\u5831\u544a\u306b\u3042\u308b\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u51fa\u6e20\u306e\u524d\u306b\u6b8b\u3063\u3066\u3044\u308b\u6307\u6458\u3092\u4e26\u3079\u307e\u3059\u3002","before_flow":"1. \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u66f8\u9762\uff08PDF\u30fb\u5199\u771f\uff09\u3092\u8239\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u66f8\u9762\u3092\u8aad\u307f\u3001\u6307\u6458\u30921\u4ef6\u305a\u3064\u662f\u6b63\u306e\u4e00\u89a7\u306b\u5199\u3059\uff08\u533a\u753b\u3001\u30d5\u30ec\u30fc\u30e0\u3001\u8237\u3001\u4e0d\u5177\u5408\u3001\u51e6\u7f6e\u3001\u533a\u5206\u3001\u671f\u9650\uff09\n3. \u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u3001\u8239\u3054\u3068\u306e\u533a\u753b\u306e\u8868\u306e\u540d\u524d\u306b\u76f4\u3059\n4. \u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3092\u958b\u304d\u3001\u540c\u3058\u533a\u753b\u306e\u5de5\u4e8b\u756a\u53f7\u3092\u63a2\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u8fbc\u3080\u3002\u7121\u3051\u308c\u3070\u5de5\u4e8b\u306e\u62c5\u5f53\u306b\u4f9d\u983c\u3059\u308b\n5. \u5f8c\u306e\u7acb\u4f1a\u3044\u306e\u66f8\u9762\u306b\u5b8c\u4e86\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u4e00\u89a7\u306e\u8a72\u5f53\u306e\u884c\u306b\u5199\u3059\n6. \u51fa\u6e20\u306e\u6570\u65e5\u524d\u306b\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u304c\u7121\u3044\u884c\u3092\u6570\u3048\u3001\u8239\u4e3b\u306e\u76e3\u7763\u3068\u691c\u67fb\u54e1\u306b\u78ba\u304b\u3081\u308b\n\n**\uff08a\uff09\u5199\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 1\u901a\u306b\u5341\u6570\u4ef6\u306e\u6307\u6458\u304c\u3042\u308a\u3001**1\u4ef6\u3054\u3068\u306b\u533a\u753b\u30fb\u30d5\u30ec\u30fc\u30e0\u30fb\u8237\u30fb\u51e6\u7f6e\u3092\u5206\u3051\u3066\u5199\u3057\u307e\u3059\u3002** \u624b\u66f8\u304d\u306e\u66f8\u9762\u306f\u3001\u8aad\u3080\u3068\u3053\u308d\u304b\u3089\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u533a\u753b\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u308f\u306a\u3044\u3002** \u300cNo.3 WBT (P)\u300d\u300c3P W.B.TK\u300d\u300c3 Port Ballast\u300d\u304c\u540c\u3058\u533a\u753b\u3060\u3068\u5206\u304b\u308b\u306e\u306f\u3001**\u305d\u306e\u8239\u306e\u533a\u753b\u306e\u914d\u7f6e\u3092\u899a\u3048\u3066\u3044\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002** \u66f8\u304d\u65b9\u304c\u9055\u3046\u307e\u307e\u5199\u3059\u3068\u3001\u540c\u3058\u533a\u753b\u306e\u6307\u6458\u3068\u5de5\u4e8b\u304c\u7d50\u3073\u4ed8\u304d\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u63a2\u3057\u76f4\u3059\u3002** \u5f8c\u306e\u66f8\u9762\u306e\u300cItems 3, 5, 7 of previous report examined and found satisfactory\u300d\u306e\u3088\u3046\u306a\u8a18\u8f09\u306f\u3001**\u524d\u306e\u66f8\u9762\u306e\u3069\u306e\u6307\u6458\u304b\u3092\u756a\u53f7\u3067\u5f15\u304d\u76f4\u3057\u307e\u3059\u3002** \u756a\u53f7\u304c\u7121\u3044\u66f8\u9762\u3067\u306f\u3001\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u63a2\u3057\u307e\u3059\u3002\n\n**\uff08d\uff09\u51fa\u6e20\u306e\u524d\u306b\u6b8b\u308a\u304c\u898b\u3064\u304b\u308b\u3002** 6\u756a\u76ee\u306e\u78ba\u8a8d\u304c\u51fa\u6e20\u306e\u76f4\u524d\u306b\u306a\u308a\u3001**\u5b8c\u4e86\u306e\u8a18\u8f09\u304c\u7121\u3044\u6307\u6458\u304c\u898b\u3064\u304b\u308b\u3068\u3001\u7acb\u4f1a\u3044\u306e\u6bb5\u53d6\u308a\u3092\u7d44\u307f\u76f4\u3057\u307e\u3059\u3002** \u62c5\u5f53\u304c\u66ff\u308f\u3063\u305f\u8239\u3067\u306f\u3001\u3069\u306e\u6307\u6458\u304c\u3069\u306e\u5de5\u4e8b\u3067\u76f4\u3063\u305f\u306e\u304b\u3092\u3001\u524d\u306e\u62c5\u5f53\u306b\u805e\u304f\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002","before_flow_steps":["\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u66f8\u9762\uff08PDF\u30fb\u5199\u771f\uff09\u3092\u8239\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u66f8\u9762\u3092\u8aad\u307f\u3001\u6307\u6458\u30921\u4ef6\u305a\u3064\u662f\u6b63\u306e\u4e00\u89a7\u306b\u5199\u3059\uff08\u533a\u753b\u3001\u30d5\u30ec\u30fc\u30e0\u3001\u8237\u3001\u4e0d\u5177\u5408\u3001\u51e6\u7f6e\u3001\u533a\u5206\u3001\u671f\u9650\uff09","\u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u3001\u8239\u3054\u3068\u306e\u533a\u753b\u306e\u8868\u306e\u540d\u524d\u306b\u76f4\u3059","\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3092\u958b\u304d\u3001\u540c\u3058\u533a\u753b\u306e\u5de5\u4e8b\u756a\u53f7\u3092\u63a2\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u8fbc\u3080\u3002\u7121\u3051\u308c\u3070\u5de5\u4e8b\u306e\u62c5\u5f53\u306b\u4f9d\u983c\u3059\u308b","\u5f8c\u306e\u7acb\u4f1a\u3044\u306e\u66f8\u9762\u306b\u5b8c\u4e86\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u4e00\u89a7\u306e\u8a72\u5f53\u306e\u884c\u306b\u5199\u3059","\u51fa\u6e20\u306e\u6570\u65e5\u524d\u306b\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u304c\u7121\u3044\u884c\u3092\u6570\u3048\u3001\u8239\u4e3b\u306e\u76e3\u7763\u3068\u691c\u67fb\u54e1\u306b\u78ba\u304b\u3081\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u66f8\u9762\u3092\u53d7\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u8239\u306e\u756a\u53f7\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u4ed8\u3051\u308b\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\u5199\u771f\u306f\u5411\u304d\u3068\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3067\u3001\u66f8\u9762\u306e\u6587\u5b57\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3092\u8aad\u3080\n4. **\u3010\u81ea\u52d5\u3011** Amazon Bedrock \u306e Claude \u304c\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u304b\u3089\u6307\u6458\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u3001\u533a\u753b\u30fb\u30d5\u30ec\u30fc\u30e0\u30fb\u8237\u30fb\u4e0d\u5177\u5408\u30fb\u51e6\u7f6e\u30fb\u533a\u5206\u30fb\u671f\u9650\u306e\u6587\u8a00\u3092\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u3001\u305d\u306e\u8239\u306e\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u3068\u7167\u3089\u3057\u30661\u3064\u306e\u533a\u753b\u306b\u5bc4\u305b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u304b\u3089\u3001\u540c\u3058\u533a\u753b\u306e\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3092\u4e26\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u5f8c\u306e\u66f8\u9762\u306b\u3042\u308b\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u3001\u9805\u76ee\u756a\u53f7\u304b\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u524d\u306e\u6307\u6458\u306b\u7d50\u3073\u4ed8\u3051\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `matched` \u4ee5\u5916\u306e\u6307\u6458\u3060\u3051\u3092\u958b\u304d\u3001\u66f8\u9762\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u4e00\u89a7\u306b\u53d6\u308a\u8fbc\u3080\n9. **\u3010\u81ea\u52d5\u3011** \u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u9006\u7b97\u3057\u3066\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7121\u3044\u6307\u6458\u3092\u6bce\u65e5\u306e\u4e00\u89a7\u306b\u51fa\u3059\n10. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u6b8b\u308a\u306e\u6307\u6458\u306b\u3064\u3044\u3066\u3001\u5de5\u4e8b\u306e\u62c5\u5f53\u3068\u691c\u67fb\u54e1\u306e\u7acb\u4f1a\u3044\u306e\u6bb5\u53d6\u308a\u3092\u7d44\u3080\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u533a\u753b\u306e\u540d\u524d\u306f**\u305d\u306e\u8239\u306e\u533a\u753b\u306e\u8868\u306b\u3001\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u5225\u540d\u304c\u3042\u308b\u3068\u304d\u3060\u3051\u5bc4\u305b\u307e\u3059\u3002** \u300cNo.3\u300d\u3068\u300cNo.4\u300d\u3092\u4f3c\u3066\u3044\u308b\u304b\u3089\u3068\u5bc4\u305b\u308b\u51e6\u7406\u306f\u7f6e\u304d\u307e\u305b\u3093\u3002\n\n**7\u756a\u76ee\u3067\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u5199\u3059\u3060\u3051\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3067\u5b8c\u4e86\u65e5\u304c\u5165\u3063\u3066\u3044\u3066\u3082\u3001**\u691c\u67fb\u54e1\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `awaiting_surveyor` \u306e\u307e\u307e\u6b8b\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u66f8\u9762\u3092\u53d7\u4ed8\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u8239\u306e\u756a\u53f7\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u4ed8\u3051\u308b\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\u5199\u771f\u306f\u5411\u304d\u3068\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3067\u3001\u66f8\u9762\u306e\u6587\u5b57\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3092\u8aad\u3080","**\u3010\u81ea\u52d5\u3011** Amazon Bedrock \u306e Claude \u304c\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u304b\u3089\u6307\u6458\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u3001\u533a\u753b\u30fb\u30d5\u30ec\u30fc\u30e0\u30fb\u8237\u30fb\u4e0d\u5177\u5408\u30fb\u51e6\u7f6e\u30fb\u533a\u5206\u30fb\u671f\u9650\u306e\u6587\u8a00\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u3001\u305d\u306e\u8239\u306e\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u3068\u7167\u3089\u3057\u30661\u3064\u306e\u533a\u753b\u306b\u5bc4\u305b\u308b","**\u3010\u81ea\u52d5\u3011** \u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u304b\u3089\u3001\u540c\u3058\u533a\u753b\u306e\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3092\u4e26\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u5f8c\u306e\u66f8\u9762\u306b\u3042\u308b\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u3001\u9805\u76ee\u756a\u53f7\u304b\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u524d\u306e\u6307\u6458\u306b\u7d50\u3073\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `matched` \u4ee5\u5916\u306e\u6307\u6458\u3060\u3051\u3092\u958b\u304d\u3001\u66f8\u9762\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u4e00\u89a7\u306b\u53d6\u308a\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** \u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u9006\u7b97\u3057\u3066\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7121\u3044\u6307\u6458\u3092\u6bce\u65e5\u306e\u4e00\u89a7\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u6b8b\u308a\u306e\u6307\u6458\u306b\u3064\u3044\u3066\u3001\u5de5\u4e8b\u306e\u62c5\u5f53\u3068\u691c\u67fb\u54e1\u306e\u7acb\u4f1a\u3044\u306e\u6bb5\u53d6\u308a\u3092\u7d44\u3080"],"architecture":"```\n\u691c\u67fb\u54e1\u306e\u6307\u6458\u306e\u66f8\u9762\uff08PDF\u30fb\u5199\u771f\u3002\u624b\u66f8\u304d\u3092\u542b\u3080\uff09\n   \u2502  \u54c1\u8cea\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\u30fb\u5199\u771f\u306e\u5411\u304d\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis \u306e LAYOUT\u30fbTABLES\u30fbFORMS\uff09\n   \u2502   \u6587\u5b57\u30fb\u6bb5\u843d\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\n   \u25bc\nAmazon Bedrock \u306e Claude\uff08Converse \u306e\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502   \u6307\u6458\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u3001\u533a\u753b\u30fb\u7bc4\u56f2\u30fb\u4e0d\u5177\u5408\u30fb\u51e6\u7f6e\u30fb\u533a\u5206\u30fb\u671f\u9650\u306e\u6587\u8a00\u3092\u53d6\u308a\u51fa\u3059\n   \u25bc\nAWS Lambda\uff08Python\uff09\n   \u2502   \u2460 \u533a\u753b\u306e\u8868\u306e\u5225\u540d\u3067\u533a\u753b\u3092\u5bc4\u305b\u308b\n   \u2502   \u2461 \u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u304b\u3089\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3092\u4e26\u3079\u308b\n   \u2502   \u2462 \u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u524d\u306e\u6307\u6458\u306b\u7d50\u3073\u4ed8\u3051\u308b\n   \u25bc\n\u6307\u6458\u3054\u3068\u306e\u5224\u5b9a\uff08matched \uff0f unknown_area \uff0f no_work_order \uff0f awaiting_surveyor \uff0f closed \uff0f needs_review\uff09\n   \u25bc\n\u3010\u4eba\u304c matched \u4ee5\u5916\u306e\u6307\u6458\u3060\u3051\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u662f\u6b63\u306e\u4e00\u89a7\u3068\u5b8c\u4e86\u306e\u78ba\u8a8d\u8868\n   \u2514\u2500\u2500\u25b6 \u51fa\u6e20\u524d\u306e\u6b8b\u308a\u306e\u4e00\u89a7\uff08\u6bce\u65e5\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis \u306e LAYOUT\u30fbTABLES\u30fbFORMS\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Amazon Bedrock \u306e Anthropic Claude\uff08Converse \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u6307\u6458\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\uff09 | Claude API\u3001Azure OpenAI\uff08Microsoft Foundry\uff09 |\n| \u5dee\u7570\u8a08\u7b97 | \u533a\u753b\u306e\u5225\u540d\u3068\u306e\u7167\u5408\u3001\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7d50\u3073\u4ed8\u3051\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\u66f8\u9762\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\u3001\u51fa\u6e20\u524d\u306e\u6b8b\u308a\u306e\u77e5\u3089\u305b\uff09 | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8 |\n\n**\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3068\u8239\u3054\u3068\u306e\u533a\u753b\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**\u533a\u753b\u306e\u8868\u306e\u300c\u5225\u540d\u300d\u306e\u5217\u3068\u3001\u8239\u7d1a\u5354\u4f1a\u3054\u3068\u306e\u533a\u5206\u306e\u5bfe\u5fdc\u8868**\u306e2\u3064\u3067\u3059\u3002\u533a\u5206\u306e\u5bfe\u5fdc\u8868\u306f\u3001\u66f8\u9762\u306b\u66f8\u304b\u308c\u308b\u533a\u5206\u306e\u8a00\u8449\uff08Condition of Class\u3001Recommendation\u3001Memo to Owner\u3001Outstanding \u306a\u3069\uff09\u3068\u3001\u81ea\u793e\u306e\u4e00\u89a7\u306e\u533a\u5206\u3092\u4e26\u3079\u305f\u8868\u3067\u3059\u3002\n\n**\u66f8\u9762\u306f\u3001AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3067\u8aad\u307f\u307e\u3059\u3002** \u6a5f\u80fd\u306e\u7a2e\u985e\u306b `LAYOUT`\u30fb`TABLES`\u30fb`FORMS` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002**\u30ec\u30a4\u30a2\u30a6\u30c8\u306f\u3001\u984c\u30fb\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\u3092\u898b\u5206\u3051\u3066\u3001\u8aad\u3080\u9806\u306b\u8fd4\u3057\u307e\u3059\u3002** \u6bb5\u7d44\u307f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u5de6\u306e\u6bb5\u306e\u4e0a\u304b\u3089\u4e0b\u3078\u3001\u6b21\u306e\u6bb5\u3078\u3068\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8868\u306e\u5f62\u306e\u66f8\u9762\u306f `TABLES` \u3067\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\u624b\u66f8\u304d\u306e\u66f8\u9762\u3082\u8aad\u3081\u307e\u3059\u304c\u3001\u624b\u66f8\u304d\u306e\u6587\u5b57\u3092\u8aad\u3081\u308b\u306e\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3059\u3002** \u691c\u67fb\u54e1\u306e\u66f8\u9762\u306f\u82f1\u8a9e\u306a\u306e\u3067\u5bfe\u8c61\u306b\u5165\u308a\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u30e1\u30e2\u304c\u66f8\u304d\u8fbc\u307e\u308c\u305f\u5199\u771f\u306f\u3001\u305d\u306e\u90e8\u5206\u304c\u8aad\u3081\u307e\u305b\u3093\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3 \u306e\u30d0\u30b1\u30c3\u30c8\uff09\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6307\u6458\u306e\u66f8\u9762\u306f\u7acb\u4f1a\u3044\u306e\u5f53\u65e5\u304b\u7fcc\u65e5\u306b\u5c4a\u304d\u3001**\u5de5\u4e8b\u306e\u6bb5\u53d6\u308a\u306f\u7fcc\u671d\u304b\u3089\u7d44\u307e\u308c\u307e\u3059\u3002** \u5915\u65b9\u306b\u5c4a\u3044\u305f\u66f8\u9762\u3092\u7fcc\u671d\u306e\u5de5\u7a0b\u4f1a\u8b70\u307e\u3067\u306b\u4e00\u89a7\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u6307\u6458\u304c\u5de5\u4e8b\u306e\u6bb5\u53d6\u308a\u306b\u9593\u306b\u5408\u3044\u307e\u3059\u3002\n\n**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u3001\u8239\u306e\u756a\u53f7\uff08\u81ea\u793e\u306e\u5165\u6e20\u306e\u756a\u53f7\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002** \u66f8\u9762\u306e\u4e2d\u306b\u8239\u540d\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u540c\u3058\u8239\u540d\u306e\u8239\u304c\u5165\u308c\u66ff\u308f\u308a\u3067\u5165\u6e20\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001** \u66f8\u9762\u306e\u8239\u540d\u3060\u3051\u3067\u8239\u3092\u6c7a\u3081\u308b\u3068\u3001\u524d\u306e\u5165\u6e20\u306e\u4e00\u89a7\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u51fa\u6e20\u524d\u306e\u6b8b\u308a\u306e\u4e00\u89a7\u306f\u3001\u6bce\u671d\u306e\u5b9a\u6642\u306b\u4f5c\u308a\u307e\u3059\u3002** \u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u6570\u3048\u3066\u3001**\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7121\u3044\u6307\u6458\u3092\u533a\u753b\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\u3002** \u4e88\u5b9a\u65e5\u306e5\u65e5\u524d\u304b\u3089\u306f\u3001\u6b8b\u308a\u304c1\u4ef6\u3067\u3082\u3042\u308c\u3070\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\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** \u975e\u540c\u671f\u306e\u89e3\u6790\u306b\u306f `ClientRequestToken` \u3092\u4ed8\u3051\u3001\u540c\u3058\u66f8\u9762\u3092\u4e8c\u5ea6\u8aad\u307e\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u6307\u6458\u306e\u66f8\u9762 | PDF\u30fb\u5199\u771f\u3002\u8239\u540d\u3001\u8239\u7d1a\u5354\u4f1a\u3001\u691c\u67fb\u54e1\u3001\u7acb\u4f1a\u3044\u306e\u65e5\u3001\u9805\u76ee\u756a\u53f7\u3001\u6307\u6458\u306e\u6587\u3001\u524d\u306e\u9805\u76ee\u3078\u306e\u5b8c\u4e86\u306e\u8a18\u8f09 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u306e\u884c\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\uff09\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u533a\u753b\u306e\u8868 | \u8239\u3054\u3068\u306e\u533a\u753b\u306e\u6b63\u5f0f\u306a\u540d\u524d\u3001**\u5225\u540d\uff08\u691c\u67fb\u54e1\u30fb\u5de5\u4e8b\u30fb\u8239\u4e3b\u306e\u66f8\u304d\u65b9\uff09**\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u7bc4\u56f2\u3001\u8237 | \u5165\u6e20\u306e\u4ed5\u69d8\u66f8\u304b\u3089\u4f5c\u308b\u8868 |\n| \u533a\u5206\u306e\u5bfe\u5fdc\u8868 | \u66f8\u9762\u306b\u66f8\u304b\u308c\u308b\u533a\u5206\u306e\u8a00\u8449\u3068\u3001\u81ea\u793e\u306e\u4e00\u89a7\u306e\u533a\u5206 | \u81ea\u793e\u3067\u6574\u3048\u308b\u8868 |\n| \u5de5\u4e8b\u306e\u7ba1\u7406\u8868 | \u5de5\u4e8b\u756a\u53f7\u3001\u533a\u753b\u3001\u4f5c\u696d\u306e\u5185\u5bb9\u3001\u7740\u624b\u65e5\u3001\u5b8c\u4e86\u65e5 | \u751f\u7523\u306e\u8868 |\n| \u662f\u6b63\u306e\u4e00\u89a7\uff08\u524d\u306e\u5206\uff09 | \u305d\u308c\u307e\u3067\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6307\u6458\u3068\u3001\u305d\u306e\u9805\u76ee\u756a\u53f7 | \u3053\u306e\u69cb\u6210\u304c\u4f5c\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u306e\u5217\u3067\u3059\u3002** \u5225\u540d\u304c\u7121\u3051\u308c\u3070\u300c3P W.B.TK\u300d\u306f\u533a\u753b\u306b\u5bc4\u3089\u305a\u3001**\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3082\u51fa\u307e\u305b\u3093\u3002** \u5225\u540d\u306f\u3001\u904e\u53bb\u306e\u5165\u6e20\u306e\u66f8\u9762\u3068\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u3092\u4e26\u3079\u3066\u3001\u540c\u3058\u533a\u753b\u306e\u66f8\u304d\u65b9\u3092\u62fe\u3044\u96c6\u3081\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n**\u8239\u306e\u578b\u304c\u540c\u3058\u306a\u3089\u3001\u533a\u753b\u306e\u8868\u306f\u4f7f\u3044\u56de\u305b\u307e\u3059\u3002** \u540c\u3058\u9020\u8239\u6240\u3067\u5efa\u9020\u3055\u308c\u305f\u59c9\u59b9\u8239\u306f\u533a\u753b\u306e\u914d\u7f6e\u304c\u540c\u3058\u3053\u3068\u304c\u591a\u304f\u3001**1\u96bb\u5206\u306e\u5225\u540d\u3092\u4f5c\u308c\u3070\u3001\u6b21\u306e\u5165\u6e20\u304b\u3089\u306f\u305d\u306e\u8239\u306e\u578b\u306e\u8868\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u66f8\u9762\u306f\u3001\u975e\u540c\u671f\u306e `StartDocumentAnalysis` \u306b S3 \u306e\u5834\u6240\u3092\u6e21\u3057\u3066\u8aad\u307f\u307e\u3059\u3002**`FeatureTypes` \u306b `LAYOUT`\u30fb`TABLES`\u30fb`FORMS` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002** \u5b8c\u4e86\u306f Amazon SNS \u306b\u901a\u77e5\u3055\u305b\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001\u7d50\u679c\u306f\u305d\u306e\u65e5\u306b S3 \u3078\u5199\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8239\u540d\u30fb\u8239\u7d1a\u5354\u4f1a\u30fb\u7acb\u4f1a\u3044\u306e\u65e5 | \u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001`LAYOUT_HEADER`\u30fb`LAYOUT_TITLE` | \u66f8\u9762\u306e\u898b\u51fa\u3057\u3068\u3001\u8239\u306e\u78ba\u304b\u3081 |\n| \u6307\u6458\u306e\u6587 | `LAYOUT_LIST`\u30fb`LAYOUT_TEXT` \u306e\u884c\u3001\u8868\u306e\u30bb\u30eb | \u6307\u6458\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u308b\u6750\u6599 |\n| \u9805\u76ee\u756a\u53f7 | \u8868\u306e\u5217\u3001\u7b87\u6761\u66f8\u304d\u306e\u5148\u982d | \u5b8c\u4e86\u306e\u8a18\u8f09\u3068\u306e\u7d50\u3073\u4ed8\u3051 |\n| \u5b8c\u4e86\u306e\u8a18\u8f09 | \u6bb5\u843d\u306e\u884c\uff08examined\u3001satisfactory\u3001dealt with \u306a\u3069\u3092\u542b\u3080\uff09 | \u524d\u306e\u6307\u6458\u306e\u5b8c\u4e86\u306e\u5019\u88dc |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3068\u624b\u66f8\u304d\u304b\u3069\u3046\u304b | `WORD` \u306e `Confidence` \u3068 `TextType` | \u8aad\u307f\u53d6\u308a\u306e\u78ba\u304b\u3089\u3057\u3055\u306e\u5224\u65ad |\n\n**\u6307\u6458\u306e\u6587\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8aad\u3080\u9806\u306e\u307e\u307e Claude \u306b\u6e21\u3057\u307e\u3059\u3002** \u884c\u3092\u3070\u3089\u3070\u3089\u306b\u6e21\u3059\u3068\u3001**2\u884c\u306b\u307e\u305f\u304c\u3063\u305f\u6307\u6458\u304c2\u4ef6\u306b\u5272\u308c\u305f\u308a\u3001\u96a3\u306e\u6307\u6458\u306e\u533a\u753b\u3092\u53d6\u308a\u9055\u3048\u305f\u308a\u3057\u307e\u3059\u3002** \u7b87\u6761\u66f8\u304d\uff08`LAYOUT_LIST`\uff09\u306f\u3001\u305d\u306e\u4e0b\u306e\u6bb5\u843d\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**`TextType` \u304c\u624b\u66f8\u304d\uff08`HANDWRITING`\uff09\u306e\u6587\u5b57\u306f\u3001\u5370\u3092\u4ed8\u3051\u3066\u6e21\u3057\u307e\u3059\u3002** \u624b\u66f8\u304d\u306e\u6570\u5b57\u306f\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u306e\u8aad\u307f\u9055\u3044\u304c\u8d77\u304d\u3084\u3059\u3044\u3068\u3053\u308d\u3067\u3059\u3002**\u624b\u66f8\u304d\u3067\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u6570\u5b57\u3092\u542b\u3080\u6307\u6458\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u5f8c\u306b `needs_review` \u306b\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\u3002XFA \u5f62\u5f0f\u306e PDF \u306f\u6271\u3048\u307e\u305b\u3093\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\u691c\u67fb\u54e1\u306e\u4e8b\u52d9\u6240\u306b\u983c\u307f\u307e\u3059**\n3. **\u5199\u771f\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**\u624b\u66f8\u304d\u306e\u7528\u7d19\u3092\u659c\u3081\u304b\u3089\u64ae\u3063\u305f\u5199\u771f\u306f\u3001\u5965\u306e\u884c\u304c\u4e0b\u9650\u3092\u5272\u308a\u307e\u3059**\n4. **\u5199\u771f\u306e\u64ae\u308a\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u7528\u7d19\u3092\u6b63\u9762\u304b\u3089\u30011\u679a\u306b1\u30da\u30fc\u30b8\u3067\u64ae\u3063\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u50be\u304d\u306f\u8aad\u3081\u307e\u3059\u304c\u3001\u624b\u3076\u308c\u3068\u5f71\u306f\u8aad\u3081\u307e\u305b\u3093**\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8239\u30fb\u540c\u3058\u7acb\u4f1a\u3044\u306e\u65e5\u30fb\u540c\u3058\u30da\u30fc\u30b8\u6570\u306e\u66f8\u9762\u306f\u91cd\u8907\u306e\u5019\u88dc\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u66f8\u9762\u306e\u7a2e\u985e\u306e\u898b\u5206\u3051** \u2026 \u984c\u306e\u6587\u5b57\u3067\u3001**\u6307\u6458\u306e\u66f8\u9762\u3001\u5b8c\u4e86\u306e\u5831\u544a\u3001\u305d\u308c\u4ee5\u5916\uff08\u7acb\u4f1a\u3044\u306e\u4f9d\u983c\u3001\u8a3c\u66f8\u306e\u5199\u3057\uff09**\u306b\u5206\u3051\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u73fe\u5834\u306e\u5199\u771f\u306f\u3001\u72ed\u3044\u533a\u753b\u306e\u4e2d\u3067\u64ae\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8aad\u3081\u306a\u3044\u6570\u5b57\u3092 Claude \u304c\u524d\u5f8c\u306e\u6587\u304b\u3089\u88dc\u3046\u3068\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u304c\u5b9f\u969b\u3068\u9055\u3046\u6307\u6458\u304c\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002** \u64ae\u308a\u65b9\u3092\u305d\u308d\u3048\u308b\u307b\u3046\u304c\u3001\u5f8c\u3067\u76f4\u3059\u3088\u308a\u65e9\u304f\u6e08\u307f\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3092\u6307\u6458\u3054\u3068\u306b\u5206\u3051\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u66f8\u9762\u306e\u6587\u8a00\u3092\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u533a\u753b\u3092\u5bc4\u305b\u308b\u3001\u5de5\u4e8b\u756a\u53f7\u3092\u63a2\u3059\u3001\u5b8c\u4e86\u3092\u7d50\u3073\u4ed8\u3051\u308b\u51e6\u7406\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u5f8c\u306b Python \u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u66f8\u9762\u306e\u3069\u3053\u304b\u3089 | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9805\u76ee\u756a\u53f7 | \u8868\u306e\u5217\u3001\u7b87\u6761\u66f8\u304d\u306e\u5148\u982d | \u7121\u3051\u308c\u3070\u7a7a\u3002**\u756a\u53f7\u3092\u632f\u3089\u306a\u3044** |\n| \u533a\u753b\u306e\u6587\u8a00 | \u6307\u6458\u306e\u6587\u306e\u5148\u982d\u304c\u591a\u3044 | \u7a7a\u306a\u3089 `missing`\u3002**`needs_review`** |\n| \u30d5\u30ec\u30fc\u30e0\u306e\u7bc4\u56f2\u30fb\u8237 | Fr.\u3001P\/S\u3001Port\/Stbd \u306a\u3069 | \u7a7a\u306a\u3089\u7a7a\u306e\u307e\u307e\u3002**\u533a\u753b\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044** |\n| \u4e0d\u5177\u5408\u306e\u6587\u8a00 | wasted\u3001cracked\u3001indented\u3001pitted \u306a\u3069 | \u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u5199\u3059 |\n| \u51e6\u7f6e\u306e\u6587\u8a00 | to be renewed\u3001to be repaired \u306a\u3069 | \u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u5199\u3059 |\n| \u533a\u5206\u306e\u6587\u8a00 | Condition of Class\u3001Recommendation \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u671f\u9650\u306e\u6587\u8a00 | prior to departure\u3001by next docking \u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u3002**\u65e5\u4ed8\u306b\u76f4\u3055\u306a\u3044** |\n| \u5b8c\u4e86\u306e\u8a18\u8f09 | examined and found satisfactory \u306a\u3069 | \u524d\u306e\u9805\u76ee\u756a\u53f7\u304b\u533a\u753b\u3092\u4e00\u7dd2\u306b\u5199\u3059 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6307\u6458\u306e\u5f53\u5426\u3084\u91cd\u3055\u306e\u5224\u65ad | \u691c\u67fb\u54e1\u306e\u5224\u65ad\u3067\u3001\u9020\u8239\u6240\u306e\u5074\u3067\u5909\u3048\u306a\u3044 |\n| \u662f\u6b63\u306e\u65b9\u6cd5\u306e\u63d0\u6848 | \u8239\u4e3b\u30fb\u691c\u67fb\u54e1\u30fb\u5de5\u4e8b\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u3092\u65e5\u4ed8\u306b\u76f4\u3059\u3053\u3068 | \u300c\u51fa\u6e20\u306e\u524d\u300d\u306e\u65e5\u4ed8\u306f\u5de5\u7a0b\u3067\u5909\u308f\u308b\u3002\u898f\u5247\u306e\u5074\u3067\u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u306b\u7d50\u3076 |\n| \u533a\u5206\u304c\u7121\u3044\u6307\u6458\u306b\u533a\u5206\u3092\u4ed8\u3051\u308b\u3053\u3068 | \u533a\u5206\u306e\u4ed8\u3051\u65b9\u306f\u8239\u7d1a\u5354\u4f1a\u3054\u3068\u306b\u9055\u3046 |\n| \u5b8c\u4e86\u3057\u305f\u304b\u306e\u5224\u65ad | \u8a8d\u3081\u308b\u306e\u306f\u691c\u67fb\u54e1\u3002\u8a18\u8f09\u3092\u5199\u3059\u3060\u3051 |\n\n**3\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u671f\u9650\u3092 Claude \u306b\u65e5\u4ed8\u3067\u66f8\u304b\u305b\u308b\u3068\u3001**\u5de5\u7a0b\u304c\u5ef6\u3073\u305f\u3068\u304d\u306b\u4e00\u89a7\u306e\u671f\u9650\u304c\u53e4\u3044\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002** \u5b8c\u4e86\u3092\u63a8\u3057\u91cf\u3089\u305b\u308b\u3068\u3001**\u5de5\u4e8b\u304c\u7d42\u308f\u3063\u305f\u3060\u3051\u306e\u6307\u6458\u304c\u300c\u7247\u4ed8\u3044\u305f\u300d\u3068\u3057\u3066\u51fa\u6e20\u306e\u78ba\u8a8d\u304b\u3089\u629c\u3051\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u9020\u8239\u6240\u306e\u54c1\u8cea\u7ba1\u7406\u90e8\u3067\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\n\u6307\u6458\u306e\u66f8\u9762\u3092\u3001\u6307\u6458\u3054\u3068\u306e\u9805\u76ee\u306b\u5206\u3051\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f OCR \u306e\u7d50\u679c\u3067\u3001\u8aad\u3080\u9806\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u66f8\u9762\u306b\u66f8\u304b\u308c\u305f\n\u8a9e\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5206\u3051\u65b9\u3011\n- 1\u4ef6\u306e\u6307\u6458\u306f\u3001\u533a\u753b\u306e\u6587\u8a00\u304b\u3089\u59cb\u307e\u308a\u3001\u51e6\u7f6e\u306e\u6587\u8a00\u3067\u7d42\u308f\u308b\u3053\u3068\u304c\u591a\u3044\u3002\n  \u9805\u76ee\u756a\u53f7\u304c\u3042\u308c\u3070\u3001\u756a\u53f7\u3054\u3068\u306b1\u4ef6\u3068\u3059\u308b\u3002\n- 2\u884c\u4ee5\u4e0a\u306b\u307e\u305f\u304c\u308b\u6587\u306f1\u4ef6\u306b\u307e\u3068\u3081\u308b\u30021\u3064\u306e\u6587\u306b2\u3064\u306e\u533a\u753b\u304c\n  \u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u533a\u753b\u3054\u3068\u306b\u5206\u3051\u3001\u540c\u3058\u51e6\u7f6e\u306e\u6587\u8a00\u3092\u4e21\u65b9\u306b\u5199\u3059\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u533a\u753b\u30fb\u30d5\u30ec\u30fc\u30e0\u30fb\u8237\u30fb\u4e0d\u5177\u5408\u30fb\u51e6\u7f6e\u30fb\u533a\u5206\u30fb\u671f\u9650\u306f\u3001\u66f8\u9762\u306e\u8a9e\u306e\n  \u3068\u304a\u308a\u306b\u5199\u3059\u3002\u8a00\u3044\u63db\u3048\u30fb\u7565\u8a9e\u306e\u5c55\u958b\u30fb\u7db4\u308a\u306e\u8a02\u6b63\u3092\u3057\u306a\u3044\u3002\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u7a7a\u306b\u3059\u308b\u3002\u524d\u5f8c\u306e\u6307\u6458\u3084\u533a\u753b\u304b\u3089\u88dc\u308f\u306a\u3044\u3002\n- \u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044\uff08[?] \u306e\u5370\u304c\u3042\u308b\uff09\u3068\u304d\u306f\u3001\u6570\u5b57\u3092\u63a8\u3057\u91cf\u3089\u305a\n  frame_text \u306b\u5370\u306e\u307e\u307e\u5199\u3057\u3001uncertain \u3092 true \u306b\u3059\u308b\u3002\n- \u671f\u9650\u306f \"prior to departure\" \u306a\u3069\u306e\u6587\u8a00\u306e\u307e\u307e\u5199\u3059\u3002\u65e5\u4ed8\u306b\u76f4\u3055\u306a\u3044\u3002\n- \u533a\u5206\u306e\u6587\u8a00\u304c\u7121\u3044\u6307\u6458\u306b\u3001\u533a\u5206\u3092\u4ed8\u3051\u306a\u3044\u3002\n- \"examined and found satisfactory\" \"dealt with\" \"cleared\" \u306a\u3069\u306e\n  \u5b8c\u4e86\u306e\u8a18\u8f09\u306f\u3001closure_statements \u306b\u5206\u3051\u3066\u5199\u3057\u3001\u5bfe\u8c61\u306e\u9805\u76ee\u756a\u53f7\u304b\n  \u533a\u753b\u306e\u6587\u8a00\u3092\u4e00\u7dd2\u306b\u5199\u3059\u3002\u5b8c\u4e86\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3002\n- \u6307\u6458\u306e\u5f53\u5426\u3001\u91cd\u3055\u3001\u662f\u6b63\u306e\u65b9\u6cd5\u3092\u66f8\u304b\u306a\u3044\u3002\n- quote \u306b\u3001\u305d\u306e\u6307\u6458\u306e\u5143\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3002\n\n\u3010OCR \u306e\u7d50\u679c\uff08\u8aad\u3080\u9806\uff09\u3011{layout_text}\n\u3010\u3053\u306e\u66f8\u9762\u306e\u898b\u51fa\u3057\u3011{header_kv}\n```\n\n**\u300c\u7565\u8a9e\u306e\u5c55\u958b\u30fb\u7db4\u308a\u306e\u8a02\u6b63\u3092\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u300cWBT\u300d\u3092\u300cWater Ballast Tank\u300d\u306b\u5c55\u958b\u3057\u307e\u3059\u3002** \u5c55\u958b\u3055\u308c\u305f\u8a9e\u306f\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u306b\u5f53\u305f\u3089\u305a\u3001**\u7167\u5408\u3067 `unknown_area` \u306b\u843d\u3061\u307e\u3059\u3002** \u5225\u540d\u306e\u8868\u306f\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u4f5c\u308b\u306e\u3067\u3001Claude \u306b\u3082\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n**`quote` \u3092\u5fc5\u305a\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** Bedrock \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001Anthropic \u306e\u30e2\u30c7\u30eb\u3067\u306f\u5f15\u7528\u306e\u6a5f\u80fd\uff08citations\uff09\u3068\u4f75\u7528\u3067\u304d\u305a\u3001\u4f75\u7528\u3059\u308b\u3068400\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002**\u305d\u306e\u305f\u3081\u5f15\u7528\u306e\u4f4d\u7f6e\u306f\u4f7f\u308f\u305a\u3001\u5143\u306e\u6587\u3092\u5199\u3055\u305b\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067 OCR \u306e\u6587\u5b57\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u7167\u3089\u3057\u3066\u4e00\u81f4\u3057\u306a\u3044 `quote` \u306f\u3001Claude \u304c\u6587\u3092\u4f5c\u308a\u5909\u3048\u305f\u5408\u56f3\u306a\u306e\u3067 `needs_review` \u306b\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Converse \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3001\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"vessel_ref\": \"D-2611\",\n  \"class_society_text\": \"\",\n  \"visit_date_text\": \"\",\n  \"findings\": [\n    {\n      \"item_no\": \"3\",\n      \"area_text\": \"No.3 WBT (P)\",\n      \"frame_text\": \"Fr.45-48\",\n      \"side_text\": \"P\",\n      \"defect_text\": \"side shell longitudinals wasted beyond allowable\",\n      \"action_text\": \"to be cropped and renewed\",\n      \"category_text\": \"Condition of Class\",\n      \"due_text\": \"prior to departure\",\n      \"uncertain\": false,\n      \"quote\": \"\"\n    }\n  ],\n  \"closure_statements\": [\n    { \"ref_item_no\": \"5\", \"ref_area_text\": \"\", \"statement_text\": \"examined and found satisfactory\", \"quote\": \"\" }\n  ]\n}\n```\n\nLambda \u306e\u5074\u3067\u3001\u3053\u306e\u7d50\u679c\u306b\u533a\u753b\u306e\u8868\u306e `area_id`\u3001\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3001\u72b6\u614b\u3092\u8db3\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u307e\u3059\u3002**\u72b6\u614b\u306f `matched` \uff0f `unknown_area` \uff0f `no_work_order` \uff0f `awaiting_surveyor` \uff0f `closed` \uff0f `needs_review` \u3067\u3059\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66f8\u9762\u306e\u8a9e\u3068\u81ea\u793e\u306e\u533a\u753b\u3092\u5225\u306e\u6b04\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `area_text` \u306f\u66f8\u9762\u306e\u307e\u307e\u3001`area_id` \u306f\u533a\u753b\u306e\u8868\u3067\u5bc4\u305b\u305f\u7d50\u679c\u3067\u3059\u3002**\u5bc4\u305b\u65b9\u304c\u8aa4\u3063\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u8a9e\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u4e00\u89a7\u3092\u4f5c\u308a\u76f4\u305b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u6307\u6458\u3068\u5225\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `closure_statements` \u3092\u524d\u306e\u6307\u6458\u306b\u7d50\u3073\u4ed8\u3051\u308b\u306e\u306f\u898f\u5247\u3067\u3001**\u7d50\u3073\u4ed8\u304b\u306a\u3044\u8a18\u8f09\u306f\u4eba\u306b\u56de\u308a\u307e\u3059\u3002** \u5b8c\u4e86\u3092\u6307\u6458\u306e\u6b04\u306b\u6df7\u305c\u308b\u3068\u3001\u3069\u306e\u7acb\u4f1a\u3044\u3067\u8a8d\u3081\u3089\u308c\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30fc\u30de\u306e\u66f8\u304d\u65b9\u306b\u306f\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002** \u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u3092\u4ed8\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u6570\u5024\u306e\u6700\u5c0f\u30fb\u6700\u5927\u3084\u6587\u5b57\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u5fc5\u9808\u3067\u306a\u3044\u9805\u76ee\u306f\u5168\u4f53\u306712\u500b\u307e\u3067\u306a\u306e\u3067\u3001**\u9805\u76ee\u306f\u5fc5\u9808\u306b\u3057\u3066\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306e\u6587\u5b57\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002** \u65b0\u3057\u3044\u30b9\u30ad\u30fc\u30de\u306e\u6700\u521d\u306e\u547c\u3073\u51fa\u3057\u306f\u3001\u7d44\u307f\u7acb\u3066\u306b\u6700\u592790\u79d2\u307b\u3069\u304b\u304b\u308a\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\u3068 SNS \u306e\u901a\u77e5 | \u66f8\u9762\u306e\u8aad\u307f\u53d6\u308a |\n| Amazon Bedrock | Converse \u306e API \u547c\u3073\u51fa\u3057 | \u6307\u6458\u3092\u9805\u76ee\u306b\u5206\u3051\u308b |\n| \u533a\u753b\u306e\u8868\u30fb\u533a\u5206\u306e\u5bfe\u5fdc\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u533a\u753b\u3092\u5bc4\u305b\u308b\u3001\u533a\u5206\u3092\u305d\u308d\u3048\u308b |\n| \u5de5\u4e8b\u306e\u7ba1\u7406\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3068\u5b8c\u4e86\u65e5 |\n| \u662f\u6b63\u306e\u4e00\u89a7\u30fb\u5b8c\u4e86\u306e\u78ba\u8a8d\u8868 | \u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306e\u53d6\u308a\u8fbc\u307f | \u6307\u6458\u3054\u3068\u306e\u884c |\n\n**\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5de5\u4e8b\u756a\u53f7\u3092\u5207\u308b\u306e\u306f\u5de5\u4e8b\u306e\u62c5\u5f53\u3067\u3001**\u6307\u6458\u304b\u3089\u81ea\u52d5\u3067\u5de5\u4e8b\u756a\u53f7\u3092\u4f5c\u308b\u3068\u3001\u8239\u4e3b\u304c\u767a\u6ce8\u3057\u3066\u3044\u306a\u3044\u5de5\u4e8b\u304c\u59cb\u307e\u308a\u307e\u3059\u3002** \u5019\u88dc\u304c\u7121\u3044\u6307\u6458\u306f `no_work_order` \u3068\u3057\u3066\u3001\u5de5\u4e8b\u306e\u62c5\u5f53\u3078\u306e\u4f9d\u983c\u306e\u4e00\u89a7\u306b\u51fa\u3059\u3060\u3051\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `matched` \u4ee5\u5916\u306e\u6307\u6458\u3060\u3051\u3067\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e8.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u624b\u66f8\u304d\u306e\u6570\u5b57\u3001`quote` \u306e\u4e0d\u4e00\u81f4\u3002**\u66f8\u9762\u306e\u753b\u50cf\u3067\u3001\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u3068\u533a\u753b\u3092\u78ba\u304b\u3081\u307e\u3059**\n2. **`unknown_area` \u3092\u898b\u308b** \u2026 \u533a\u753b\u306e\u8868\u306b\u5225\u540d\u30921\u884c\u8db3\u3059\u304b\u3001\u672c\u5f53\u306b\u8868\u306b\u7121\u3044\u533a\u753b\u304b\u3092\u5206\u3051\u307e\u3059\n3. **`no_work_order` \u3092\u5de5\u4e8b\u306e\u62c5\u5f53\u306b\u56de\u3059** \u2026 **\u8ffd\u52a0\u306e\u5de5\u4e8b\u306b\u3059\u308b\u304b\u306f\u3001\u8239\u4e3b\u306e\u76e3\u7763\u304c\u6c7a\u3081\u307e\u3059**\n4. **`awaiting_surveyor` \u3092\u7acb\u4f1a\u3044\u306e\u6bb5\u53d6\u308a\u306b\u5165\u308c\u308b** \u2026 \u5de5\u4e8b\u304c\u7d42\u308f\u3063\u305f\u6307\u6458\u3092\u3001\u6b21\u306e\u7acb\u4f1a\u3044\u3067\u898b\u3066\u3082\u3089\u3044\u307e\u3059\n5. **\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7d50\u3073\u4ed8\u3051\u3092\u78ba\u304b\u3081\u308b** \u2026 \u524d\u306e\u9805\u76ee\u756a\u53f7\u304c\u7121\u3044\u8a18\u8f09\u306f\u3001\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u4eba\u304c\u7d50\u3073\u4ed8\u3051\u307e\u3059\n\n**\u76ee\u6a19\u306f\u300140\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef612\u5206\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u304b\u3001\u5199\u771f\u306e\u64ae\u308a\u65b9\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| \u5199\u771f\u306e\u6587\u5b57\u304c\u5c0f\u3055\u3044\u30fb\u3076\u308c\u3066\u3044\u308b | \u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3002**\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044 | `uncertain`\u3002**\u753b\u50cf\u3067\u4eba\u304c\u78ba\u304b\u3081\u308b** |\n| \u65e5\u672c\u8a9e\u306e\u66f8\u304d\u8fbc\u307f\u304c\u3042\u308b | AWS Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u306a\u3044\u3002**\u305d\u306e\u90e8\u5206\u306f\u4eba\u304c\u88dc\u3046** |\n| 1\u6587\u306b2\u3064\u306e\u533a\u753b | \u533a\u753b\u3054\u3068\u306b\u5206\u3051\u3001\u540c\u3058\u51e6\u7f6e\u3092\u5199\u3059\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_review` |\n| `quote` \u304c OCR \u306e\u6587\u5b57\u3068\u4e00\u81f4\u3057\u306a\u3044 | `needs_review`\u3002**Claude \u306e\u66f8\u304d\u63db\u3048\u3092\u7591\u3046** |\n| \u524d\u306e\u6307\u6458\u3068\u7d50\u3073\u4ed8\u304b\u306a\u3044\u5b8c\u4e86\u306e\u8a18\u8f09 | \u4eba\u304c\u533a\u753b\u3068\u4e0d\u5177\u5408\u3067\u7d50\u3073\u4ed8\u3051\u308b |\n| \u540c\u3058\u8239\u540d\u306e\u5225\u306e\u5165\u6e20\u306e\u66f8\u9762 | \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5165\u6e20\u306e\u756a\u53f7\u3067\u5206\u3051\u308b |\n| \u8aad\u307f\u53d6\u308a\u3084\u69cb\u9020\u5316\u51fa\u529b\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\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\u5199\u771f\u306e\u64ae\u308a\u65b9\u3068\u533a\u753b\u306e\u8868\u306e\u6574\u3044\u65b9\u306e\u554f\u984c\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u66f8\u9762\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u5165\u6e20\u306e\u756a\u53f7\n- AWS Textract \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\u3068\u3001Claude \u304c\u8fd4\u3057\u305f JSON\n- \u6307\u6458\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u533a\u753b\u306e\u8868\u30fb\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u306e\u884c**\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u3069\u306e\u533a\u753b\u30fb\u5de5\u4e8b\u306b\u7d50\u3073\u4ed8\u3051\u305f\u304b\n- \u5b8c\u4e86\u306e\u8a18\u8f09\u3068\u3001\u305d\u308c\u304c\u66f8\u304b\u308c\u305f\u66f8\u9762\u3068\u7acb\u4f1a\u3044\u306e\u65e5\n- **\u8239\u306e\u578b\u3054\u3068\u306e `unknown_area` \u306e\u4ef6\u6570**\n\n**5\u3064\u76ee\u306f\u3001\u8239\u4e3b\u3084\u8239\u7d1a\u5354\u4f1a\u304b\u3089\u300c\u3044\u3064\u8a8d\u3081\u3089\u308c\u305f\u304b\u300d\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306e\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u5165\u6e20\u304b\u30891\u96bb\u3092\u9078\u3073\u3001\u305d\u306e\u8239\u306e\u6307\u6458\u306e\u66f8\u9762\u3092\u5168\u90e8\u96c6\u3081\u308b\uff08**\u624b\u66f8\u304d\u306e\u5199\u771f\u3001\u8868\u306e\u5f62\u306e\u66f8\u9762\u3001\u5b8c\u4e86\u306e\u5831\u544a\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e\u8239\u306e\u662f\u6b63\u306e\u4e00\u89a7\uff08\u624b\u3067\u4f5c\u3063\u305f\u3082\u306e\uff09\u3092\u66f8\u304d\u51fa\u3059\n3. \u66f8\u9762\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u8868\u3092\u6307\u5b9a\u3057\u3066\u8aad\u307f\u3001\u8aad\u3080\u9806\u306e\u6587\u5b57\u3092\u66f8\u304d\u51fa\u3059\n4. \u66f8\u304d\u51fa\u3057\u305f\u6587\u5b57\u3092 Bedrock \u306e\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067 Claude \u306b\u6e21\u3057\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3067\u6307\u6458\u3092\u9805\u76ee\u306b\u5206\u3051\u3055\u305b\u308b\n5. \u51fa\u3066\u304d\u305f\u9805\u76ee\u3092\u624b\u3067\u4f5c\u3063\u305f\u4e00\u89a7\u3068\u4e26\u3079\u3001\u533a\u753b\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u62fe\u3063\u3066\u5225\u540d\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n\n**1\u96bb\u5206\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** Lambda \u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u624b\u66f8\u304d\u306e\u6570\u5b57\u304c\u8aad\u3081\u308b\u304b\u300d\u3068\u300c2\u884c\u306b\u307e\u305f\u304c\u308b\u6307\u6458\u304c1\u4ef6\u306b\u307e\u3068\u307e\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u6307\u6458\u306e\u4ef6\u6570\u3068\u533a\u753b\u304c\u624b\u306e\u4e00\u89a7\u3068\u5408\u3046 | **S3 \u3068 Lambda \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u7565\u8a9e\u3092\u5c55\u958b\u3057\u3066\u3057\u307e\u3046 | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u8aad\u307f\u9055\u3044\u304c\u591a\u3044 | **\u5199\u771f\u306e\u64ae\u308a\u65b9\u304c\u5148\u3002** AI\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**\u73fe\u5834\u306e\u66f8\u9762\u306e\u53d7\u3051\u53d6\u308a\u65b9\u3092\u76f4\u3059\u7406\u7531\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3068\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u66f8\u9762\u3092\u8aad\u307f\u3001\u9805\u76ee\u306b\u5206\u3051\u3055\u305b\u308b \uff0f \u53d6\u308a\u51fa\u3057\u306e\u78ba\u304b\u3081","semi_auto_setup":"\u4e0a\u8a18\uff0bS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u3001\u533a\u753b\u3092\u5bc4\u305b\u3001\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3068\u5b8c\u4e86\u306e\u8a18\u8f09\u3092\u7d50\u3073\u4ed8\u3051\u3066\u4e00\u89a7\u3068\u6bce\u65e5\u306e\u6b8b\u308a\u3092\u66f8\u304d\u51fa\u3059 \uff0f \u53d6\u308a\u51fa\u3057\u30fb\u533a\u753b\u306e\u7167\u5408\u30fb\u5b8c\u4e86\u306e\u78ba\u8a8d\u8868","full_setup":"\u4e0a\u8a18\uff0b\u8239\u4e3b\u306e\u76e3\u7763\u306e\u8ffd\u52a0\u5de5\u4e8b\u306e\u6307\u793a\u66f8\u3082\u8aad\u307f\u3001\u6307\u6458\u3068\u767a\u6ce8\u306e\u7d50\u3073\u4ed8\u3051\u307e\u3067\u884c\u3046 \uff0f \u6307\u6458\u304b\u3089\u767a\u6ce8\u30fb\u5b8c\u4e86\u307e\u3067\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef645\u5206\u304c12\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5199\u3059\u4f5c\u696d\u3001\u533a\u753b\u306e\u76f4\u3057\u3001\u5de5\u4e8b\u756a\u53f7\u306e\u63a2\u3057\u51fa\u3057\u3001\u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u8ee2\u8a18\u306f\u81ea\u52d5\u306b\u306a\u308a\u3001\u4eba\u306f `matched` \u4ee5\u5916\u306e\u6307\u6458\u3092\u898b\u307e\u3059\u3002**\u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u30011\u6587\u306b\u8a70\u307e\u3063\u305f\u6307\u6458\u3092\u6b04\u306b\u5206\u3051\u76f4\u3059\u4f5c\u696d\u304c\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u8239\u4e3b\u306e\u6307\u793a\u66f8\u306e\u66f8\u5f0f\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u8239\u4f1a\u793e\u3068\u306e\u53d6\u5f15\u304c\u591a\u3044\u5834\u5408\u306b\u5411\u304d\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5de5\u4e8b\u304c\u7d42\u308f\u3063\u305f\u3060\u3051\u3067\u300c\u5b8c\u4e86\u300d\u306b\u306a\u308b | **\u691c\u67fb\u54e1\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `awaiting_surveyor`\u3002** \u5b8c\u4e86\u3092\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044 |\n| \u7565\u8a9e\u304c\u5c55\u958b\u3055\u308c\u3066\u533a\u753b\u306b\u5bc4\u3089\u306a\u3044 | **\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u8fd4\u3055\u305b\u308b\u3002** \u5225\u540d\u306e\u8868\u3082\u66f8\u9762\u306e\u8a9e\u3067\u4f5c\u308b |\n| \u624b\u66f8\u304d\u306e\u30d5\u30ec\u30fc\u30e0\u306e\u756a\u53f7\u3092\u88dc\u3046 | \u8aad\u3081\u306a\u3044\u6570\u5b57\u306f\u5370\u306e\u307e\u307e\u5199\u3057\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u671f\u9650\u304c\u65e5\u4ed8\u306b\u76f4\u3055\u308c\u3066\u53e4\u304f\u306a\u308b | \u6587\u8a00\u306e\u307e\u307e\u6301\u3061\u3001\u51fa\u6e20\u306e\u4e88\u5b9a\u65e5\u306b\u898f\u5247\u3067\u7d50\u3076 |\n| 2\u884c\u306b\u307e\u305f\u304c\u308b\u6307\u6458\u304c\u5272\u308c\u308b | **\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8aad\u3080\u9806\u306e\u307e\u307e\u6e21\u3059** |\n| \u69cb\u9020\u5316\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u304c400\u306b\u306a\u308b | `additionalProperties: false`\u3001\u6570\u5024\u306e\u5236\u7d04\u3092\u5916\u3059 |\n| \u5f15\u7528\u306e\u6a5f\u80fd\u3068\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f75\u7528\u3057\u3066400\u306b\u306a\u308b | \u5f15\u7528\u306f\u4f7f\u308f\u305a\u3001`quote` \u3092\u5199\u3055\u305b\u3066\u7167\u3089\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u524d\u8005\u306f\u6b8b\u308a\u306e\u6307\u6458\u3092\u51fa\u6e20\u306e\u78ba\u8a8d\u304b\u3089\u843d\u3068\u3059\u5931\u6557\u3001\u5f8c\u8005\u306f\u6307\u6458\u3092\u5de5\u4e8b\u306b\u7d50\u3073\u4ed8\u3051\u3089\u308c\u306a\u3044\u5931\u6557\u3067\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8239\u540d\u3001\u8239\u7d1a\u5354\u4f1a\u3068\u691c\u67fb\u54e1\u306e\u540d\u524d\u3001\u8239\u4f53\u306e\u4e0d\u5177\u5408\u306e\u5185\u5bb9\u3068\u5834\u6240\u3001\u5de5\u4e8b\u306e\u5185\u5bb9\u3067\u3059\u3002**\u8239\u4f53\u306e\u72b6\u614b\u306f\u3001\u8239\u4e3b\u306b\u3068\u3063\u3066\u7528\u8239\u3084\u58f2\u8239\u306e\u5024\u6bb5\u306b\u97ff\u304f\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u6307\u6458\u306e\u4e00\u89a7\u3092\u3001\u305d\u306e\u8239\u306e\u95a2\u4fc2\u8005\u306e\u5916\u306b\u51fa\u3055\u306a\u3044** \u2026 \u4e00\u89a7\u306f\u54c1\u8cea\u7ba1\u7406\u30fb\u5de5\u4e8b\u306e\u62c5\u5f53\u30fb\u305d\u306e\u8239\u306e\u8239\u4e3b\u306e\u76e3\u7763\u3060\u3051\u304c\u898b\u307e\u3059\u3002**\u5225\u306e\u8239\u4e3b\u306e\u8239\u306e\u4e00\u89a7\u3068\u540c\u3058\u5834\u6240\u306b\u7f6e\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n2. **\u4fdd\u7ba1\u306e\u5834\u6240\u3068\u6697\u53f7\u5316\u3092\u6c7a\u3081\u308b** \u2026 \u66f8\u9762\u3068\u7d50\u679c\u306f\u81ea\u793e\u306e S3 \u306b\u7f6e\u304d\u307e\u3059\u3002\u6587\u66f8\u5206\u6790\u3067\u306f `OutputConfig` \u3067\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001`KMSKeyId` \u3067\u6697\u53f7\u5316\u306e\u9375\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\n3. **\u30b5\u30fc\u30d3\u30b9\u6539\u5584\u3078\u306e\u5229\u7528\u3092\u6b62\u3081\u308b\u304b\u3092\u6c7a\u3081\u308b** \u2026 AWS \u306e AI \u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u9867\u5ba2\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30b5\u30fc\u30d3\u30b9\u6539\u5584\u306e\u305f\u3081\u306b\u4f7f\u3044\u3001\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**AWS Organizations \u306e AI \u30b5\u30fc\u30d3\u30b9\u306e\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\u30dd\u30ea\u30b7\u30fc\u3067\u6b62\u3081\u3089\u308c\u307e\u3059**\n4. **\u5b8c\u4e86\u3092\u9020\u8239\u6240\u306e\u5074\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u4e00\u89a7\u306e `closed` \u306f\u3001**\u691c\u67fb\u54e1\u306e\u8a18\u8f09\u3092\u5199\u3057\u305f\u3082\u306e\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\u8239\u7d1a\u306e\u6271\u3044\u306f\u8239\u7d1a\u5354\u4f1a\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001\u9020\u8239\u6240\u306e\u4e00\u89a7\u306f\u305d\u306e\u8a18\u9332\u306e\u5199\u3057\u3067\u3059\n5. **\u533a\u5206\u3092\u4ed8\u3051\u66ff\u3048\u306a\u3044** \u2026 \u533a\u5206\u306f\u66f8\u9762\u306e\u8a9e\u306e\u307e\u307e\u6301\u3061\u307e\u3059\u3002**\u8239\u7d1a\u5354\u4f1a\u306b\u3088\u3063\u3066\u540c\u3058\u6271\u3044\u3092\u9055\u3046\u8a00\u8449\u3067\u66f8\u304f**\u305f\u3081\u3001\u5bfe\u5fdc\u8868\u3067\u305d\u308d\u3048\u308b\u306e\u306f\u81ea\u793e\u306e\u4e00\u89a7\u306e\u4e0a\u3060\u3051\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6b8b\u3063\u3066\u3044\u308b\u6307\u6458\u3092\u898b\u843d\u3068\u3057\u305f\u307e\u307e\u51fa\u6e20\u306e\u6bb5\u53d6\u308a\u3092\u9032\u3081\u308b\u3053\u3068\u3068\u3001\u6307\u6458\u3092\u9055\u3046\u533a\u753b\u306e\u5de5\u4e8b\u306b\u7d50\u3073\u4ed8\u3051\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u691c\u67fb\u54e1\u306e\u8a18\u8f09\u3060\u3051\u3067 `closed` \u306b\u3059\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u5225\u540d\u306e\u5b8c\u5168\u4e00\u81f4\u3068\u4eba\u306e\u78ba\u8a8d\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5916\u822a\u8239\u30fb\u5185\u822a\u8239\u306e\u5165\u6e20\u3068\u4fee\u7e55\u3092\u6bce\u6708\u4f55\u96bb\u3082\u53d7\u3051\u3066\u3044\u308b\u9020\u8239\u6240\u30fb\u4fee\u7e55\u30c9\u30c3\u30af\u3002\u8239\u7d1a\u5354\u4f1a\u306e\u691c\u67fb\u54e1\u304b\u3089\u82f1\u6587\u306e\u6307\u6458\u4e8b\u9805\u306e\u66f8\u9762\u3092\u53d7\u3051\u53d6\u308a\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u533a\u753b\u3054\u3068\u306e\u662f\u6b63\u306e\u4e00\u89a7\u306b\u624b\u3067\u5199\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u6307\u6458\u304c\u5de5\u4e8b\u306e\u3069\u306e\u756a\u53f7\u3067\u76f4\u3055\u308c\u305f\u304b\u3001\u691c\u67fb\u54e1\u304c\u3044\u3064\u5b8c\u4e86\u3092\u8a8d\u3081\u305f\u304b\u3092\u3001\u51fa\u6e20\u306e\u524d\u306b1\u4ef6\u305a\u3064\u63a2\u3057\u76f4\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u8239\u3054\u3068\u306b\u533a\u753b\u306e\u540d\u524d\u306e\u8868\uff08\u30bf\u30f3\u30af\u306e\u914d\u7f6e\uff09\u3092\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5165\u6e20\u304c\u6708\u306b1\u96bb\u307b\u3069\u3067\u3001\u6307\u6458\u3092\u624b\u3067\u5199\u3057\u3066\u3082\u8ca0\u62c5\u306b\u306a\u3089\u306a\u3044\u5834\u5408\u3002\u6307\u6458\u4e8b\u9805\u304c\u8239\u7d1a\u5354\u4f1a\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u96fb\u5b50\u30c7\u30fc\u30bf\u3067\u5c4a\u304d\u3001\u8aad\u307f\u53d6\u308b\u5fc5\u8981\u304c\u7121\u3044\u5834\u5408\u3002\u65e5\u672c\u8a9e\u3067\u66f8\u304b\u308c\u305f\u6307\u6458\u306e\u66f8\u9762\u3060\u3051\u3092\u6271\u3046\u5834\u5408\uff08AWS Textract \u306f\u65e5\u672c\u8a9e\u3092\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u306a\u304a\u3001\u6307\u6458\u306e\u6280\u8853\u7684\u306a\u5f53\u5426\u3001\u662f\u6b63\u306e\u65b9\u6cd5\u3001\u5b8c\u4e86\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u3044\u307e\u305b\u3093\u3002\u5b8c\u4e86\u3092\u8a8d\u3081\u308b\u306e\u306f\u691c\u67fb\u54e1\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u533a\u753b\u306e\u8868\u306b\u5225\u540d\u306e\u5217\u3092\u8db3\u3059**\n\n\u6b21\u306b\u5165\u6e20\u3059\u308b\u8239\u306e\u578b\u304b\u3089\u3001**\u904e\u53bb\u306e\u66f8\u9762\u3068\u5de5\u4e8b\u306e\u7ba1\u7406\u8868\u306b\u51fa\u3066\u304f\u308b\u533a\u753b\u306e\u66f8\u304d\u65b9**\u3092\u96c6\u3081\u3001\u533a\u753b\u306e\u8868\u306e\u5225\u540d\u306b\u5165\u308c\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a1\u96bb\u5206\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e1\u96bb\u306e\u66f8\u9762\u3092\u3001AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3068 Bedrock \u306e\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u8aad\u307e\u305b\u307e\u3059\u3002**\u6307\u6458\u306e\u4ef6\u6570\u304c\u624b\u306e\u4e00\u89a7\u3068\u5408\u3046\u304b\u3001\u7565\u8a9e\u3092\u5c55\u958b\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u533a\u5206\u306e\u5bfe\u5fdc\u8868\u3068\u3001\u5199\u771f\u306e\u64ae\u308a\u65b9\u3092\u6c7a\u3081\u308b**\n\n\u53d6\u5f15\u306e\u591a\u3044\u8239\u7d1a\u5354\u4f1a\u3054\u3068\u306b\u3001**\u533a\u5206\u306e\u8a00\u8449\u3068\u81ea\u793e\u306e\u533a\u5206**\u30921\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u691c\u67fb\u54e1\u306e\u4e8b\u52d9\u6240\u3068\u3001**\u624b\u66f8\u304d\u306e\u7528\u7d19\u306e\u5199\u771f\u306e\u64ae\u308a\u65b9**\u3092\u76f8\u8ac7\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u6307\u6458\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001**\u6307\u6458\u3092\u9805\u76ee\u306b\u5206\u3051\u305f\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067**\u4f5c\u308a\u307e\u3059\u3002\u3053\u306e\u6642\u70b9\u3067\u306f\u5de5\u4e8b\u756a\u53f7\u3068\u5b8c\u4e86\u306e\u7d50\u3073\u4ed8\u3051\u3092\u305b\u305a\u3001\u53d6\u308a\u51fa\u3057\u3060\u3051\u3092\u898b\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u533a\u753b\u306e\u7167\u5408\u3068\u5de5\u4e8b\u756a\u53f7\u306e\u5019\u88dc\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5b8c\u4e86\u306e\u8a18\u8f09\u306e\u7d50\u3073\u4ed8\u3051\u3068\u6bce\u65e5\u306e\u6b8b\u308a\u306e\u4e00\u89a7\u3092\u8db3\u3057\u30011\u4ef645\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u51fa\u6e20\u306e5\u65e5\u524d\u306b\u6b8b\u308a\u304c\u4e00\u89a7\u3067\u898b\u3048\u3001\u6bb5\u53d6\u308a\u306e\u7d44\u307f\u76f4\u3057\u304c\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-1406","UC-0040","UC-0273","UC-0198"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u5f62\u5f0f\u306e PDF \u304c\u4e0d\u53ef\u306a\u3053\u3068\u3002PDF \u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3002\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u7e26\u66f8\u304d\u306f\u4e0d\u53ef\u3002\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI \u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-28 |\n| `StartDocumentAnalysis` \u306e `FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES`\u30fb`LAYOUT` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002SNS \u3078\u306e\u5b8c\u4e86\u901a\u77e5\u3068 `GetDocumentAnalysis` \u3067\u306e\u53d6\u5f97\u3002`ClientRequestToken`\u3001`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3002`OutputConfig` \u3068 `KMSKeyId` | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-28 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08`LAYOUT_TITLE`\u30fb`LAYOUT_HEADER`\u30fb`LAYOUT_SECTION_HEADER`\u30fb`LAYOUT_LIST`\u30fb`LAYOUT_TEXT`\u30fb`LAYOUT_TABLE`\u30fb`LAYOUT_KEY_VALUE` \u306a\u3069\uff09\u3068\u3001\u8aad\u3080\u9806\uff08\u6bb5\u7d44\u307f\u3067\u306f\u5de6\u306e\u6bb5\u306e\u4e0a\u304b\u3089\uff09\u3067\u8fd4\u308b\u3053\u3068 | [AWS: Layout Response Objects](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/layoutresponse.html) | 2026-10-28 |\n| \u8868\u306e\u30bb\u30eb\u304c\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u3092\u6301\u3061\u3001\u5217\u306e\u898b\u51fa\u3057\u306a\u3069\u306e\u7a2e\u985e\u304c\u4ed8\u304f\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-28 |\n| `WORD` \u306a\u3069\u306e `Block` \u304c\u4fe1\u983c\u5ea6\uff08`Confidence`\uff09\u3092\u6301\u3061\u3001`TextType` \u304c\u624b\u66f8\u304d\uff08`HANDWRITING`\uff09\u304b\u5370\u5b57\uff08`PRINTED`\uff09\u304b\u3092\u793a\u3059\u3053\u3068 | [AWS: Block\uff08API Reference\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Block.html) | 2026-10-28 |\n| Converse \u3067 `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3053\u3068\u3002\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308b\u3053\u3068\u3002\u6570\u5024\u306e `minimum`\u30fb`maximum` \u3068\u6587\u5b57\u306e `minLength`\u30fb`maxLength` \u304c\u4f7f\u3048\u306a\u3044\u3053\u3068\u3002\u5fc5\u9808\u3067\u306a\u3044\u9805\u76ee\u304c\u5168\u4f53\u306712\u500b\u307e\u3067\u306a\u3053\u3068\u3002\u65b0\u3057\u3044\u30b9\u30ad\u30fc\u30de\u306e\u7d44\u307f\u7acb\u3066\u306b\u6700\u5927\u7d0490\u79d2\u300124\u6642\u9593\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u3002Anthropic \u306e\u30e2\u30c7\u30eb\u3067 citations \u3068\u4f75\u7528\u3059\u308b\u3068400\u306b\u306a\u308b\u3053\u3068 | [AWS: Get validated JSON results from models](https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/structured-output.html) | 2026-10-28 |\n| AWS \u306e AI \u306e\u30b5\u30fc\u30d3\u30b9\u304c\u9867\u5ba2\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30b5\u30fc\u30d3\u30b9\u6539\u5584\u306b\u4f7f\u3044\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001AWS Organizations \u306e\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\u30dd\u30ea\u30b7\u30fc\u3067\u6b62\u3081\u3089\u308c\u308b\u3053\u3068 | [AWS: AI services opt-out policies](https:\/\/docs.aws.amazon.com\/organizations\/latest\/userguide\/orgs_manage_policies_ai-opt-out.html) | 2026-10-28 |\n| \u8239\u7d1a\u5354\u4f1a\u306b\u3088\u3063\u3066\u300cCondition of Class\u300d\u3068\u300crecommendation\u300d\u306e\u547c\u3073\u65b9\u304c\u9055\u3044\u3001\u540c\u3058\u3082\u306e\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3053\u3068\u3002\u8239\u4e3b\u3078\u306e\u899a\u3048\u66f8\u304d\uff08Memo to Owner\uff09\u306f\u6570\u3048\u306a\u3044\u3053\u3068 | [BIMCO: PI023 Number of Conditions of Class](https:\/\/ship-pi.bimco.org\/documentation\/4.0\/definition\/pi\/pi023-number-of-conditions-of-class) | 2026-10-28 |\n\n**\u6307\u6458\u306e\u6271\u3044\u3068\u662f\u6b63\u306e\u65b9\u6cd5\u306f\u3001\u8239\u7d1a\u5354\u4f1a\u306e\u898f\u5247\u3068\u8239\u4e3b\u30fb\u691c\u67fb\u54e1\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u8239\u7d1a\u5354\u4f1a\u3054\u3068\u306e\u66f8\u9762\u306e\u69d8\u5f0f\u3068\u533a\u5206\u306e\u6c7a\u307e\u308a\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[126,122],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[21,18],"uc_department":[52,51],"uc_task":[56,64],"uc_issue":[67,77,75],"uc_effect":[83,82,78],"uc_ai_function":[93],"class_list":["post-17004","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-azure-openai","uc_ai_model-claude","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-logistics","uc_industry-manufacturing","uc_department-quality-control","uc_department-production","uc_task-data-entry","uc_task-master-management","uc_issue-too-much-entry","uc_issue-poor-handover","uc_issue-missed-deadlines","uc_effect-fewer-omissions","uc_effect-faster-response","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/17004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/17004\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=17004"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=17004"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=17004"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=17004"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=17004"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=17004"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=17004"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=17004"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=17004"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=17004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}