{"id":15439,"date":"2026-10-15T09:07:38","date_gmt":"2026-10-15T00:07:38","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-seafarer-certificate-check\/"},"modified":"2026-10-15T09:09:50","modified_gmt":"2026-10-15T00:09:50","slug":"en-seafarer-certificate-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-seafarer-certificate-check\/","title":{"rendered":"\u8239\u8236\u7ba1\u7406\u4f1a\u793e\u304c\u3001\u5916\u56fd\u4eba\u8239\u54e1\u306e\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\uff08STCW 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Textract","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-14","trigger":"**\u8239\u54e1\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a9\u30eb\u30c0\u306f `crew\/<\u8239\u54e1\u756a\u53f7>\/<\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7>\/` \u306e\u5f62\u306b\u3057\u3001**\u3069\u306e\u8239\u54e1\u306e\u3001\u3069\u306e\u4e57\u8239\u4e88\u5b9a\u306e\u4e00\u5f0f\u304b\u3092\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u6c0f\u540d\u304b\u3089\u8239\u54e1\u3092\u63a2\u3059\u3068\u3001\u540c\u59d3\u540c\u540d\u3084\u540d\u524d\u306e\u7db4\u308a\u306e\u9055\u3044\u3067\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u8239\u54e1\u756a\u53f7\uff0b\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7\uff0b\u53d7\u9818\u65e5\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u306b\u5165\u308c\u305f\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7\u3067\u3069\u306e\u4e88\u5b9a\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002**\n\n**\u671f\u9650\u306e\u78ba\u8a8d\u306f\u3001\u5c4a\u3044\u305f\u4e00\u5f0f\u3068\u306f\u5225\u306b\u3001\u6bce\u9031\u6708\u66dc\u306b\u4e57\u8239\u4e2d\u306e\u5168\u54e1\u306b\u3064\u3044\u3066\u53f0\u5e33\u3067\u884c\u3044\u307e\u3059\u3002** \u4e57\u8239\u4e2d\u306b\u5ef6\u9577\u304c\u6c7a\u307e\u3063\u305f\u8239\u54e1\u306f\u3001**\u6700\u521d\u306e\u4e88\u5b9a\u671f\u9593\u3067\u306f\u8db3\u308a\u3066\u3044\u305f\u8a3c\u660e\u66f8\u304c\u3001\u5ef6\u9577\u5f8c\u306e\u671f\u9593\u3067\u306f\u5207\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f | \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u984c\u540d\u3001\u756a\u53f7\u3001\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u767a\u884c\u56fd\u3001\u767a\u884c\u65e5\u3001\u6709\u52b9\u671f\u9650\u3001\u8077\u52d9\u306e\u7bc4\u56f2\uff08Capacity\uff09\u3001\u5236\u9650\uff08Limitations\uff09\u3001\u6761\u7d04\u306e\u898f\u5247\u306e\u756a\u53f7\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650 | \u914d\u4e57\u4f1a\u793e\u304b\u3089\u5c4a\u304fPDF |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u884c\u3068\u5358\u8a9e | AWS Textract |\n| \u4e57\u8239\u306e\u4e88\u5b9a | \u8239\u54e1\u756a\u53f7\u3001\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u3001\u8077\u52d9\u3001\u4e57\u8239\u4e88\u5b9a\u65e5\u3001\u4e88\u5b9a\u671f\u9593\uff08\u6708\u6570\uff09 | \u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868 | 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\u8868\u304c\u300c\u8077\u54e1\uff1a\u6d77\u6280\u8cc7\u683c\u300d\u306e\u3088\u3046\u306b\u7c97\u3044\u3068\u3001\u30bf\u30f3\u30ab\u30fc\u306e\u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u306e\u4e0d\u8db3\u3092\u62fe\u3048\u307e\u305b\u3093\u3002**\u8239\u306e\u7a2e\u985e\u3068\u8077\u52d9\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u30921\u3064\u305a\u3064\u4e26\u3079\u307e\u3059\u3002** \u8868\u3092\u4f5c\u308b\u306e\u306f\u8239\u54e1\u90e8\u306e\u8cac\u4efb\u8005\u3067\u3001\u65d7\u56fd\u306e\u8981\u4ef6\u304c\u5909\u308f\u3063\u305f\u3089\u76f4\u3057\u307e\u3059\u3002\n\n**\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9650\u306e\u4e0a\u9650\u306f\u3001\u8868\u306b\u6301\u305f\u305b\u307e\u3059\u3002** ILO \u306e\u6d77\u4e0a\u52b4\u50cd\u6761\u7d04\u306e\u554f\u7b54\u3067\u306f\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9593\u306f**\u6700\u95772\u5e74\uff0818\u6b73\u672a\u6e80\u306f1\u5e74\uff09\u3001\u8272\u899a\u306e\u8a3c\u660e\u306f\u6700\u95776\u5e74**\u3068\u3055\u308c\u3001**\u3053\u308c\u306f\u4e0a\u9650\u3067\u3001\u56fd\u306f\u3082\u3063\u3068\u77ed\u3044\u671f\u9593\u3092\u5b9a\u3081\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u65d7\u56fd\u3054\u3068\u306e\u4e0a\u9650\u3092\u8868\u306b\u66f8\u304d\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u6709\u52b9\u671f\u9650\u3068\u7167\u3089\u3057\u307e\u3059\u3002**\n\n**\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3082\u7528\u610f\u3057\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u308b\u8077\u52d9\u306e\u8a00\u8449\uff08\u300cOfficer in charge of a navigational watch\u300d\u300cChief mate\u300d\u306a\u3069\uff09\u3068\u3001\u81ea\u793e\u306e\u914d\u4e57\u306e\u4e88\u5b9a\u306e\u8077\u52d9\uff08\u4e8c\u7b49\u822a\u6d77\u58eb\u3001\u4e00\u7b49\u822a\u6d77\u58eb\u306a\u3069\uff09\u306e\u5bfe\u5fdc\u30921\u884c\u305a\u3064\u6301\u3061\u307e\u3059\u3002**\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b\u306e\u306f\u8239\u54e1\u90e8\u306e\u8cac\u4efb\u8005\u3067\u3001AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u984c\u540d\u3068\u672c\u6587 | \u5404\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af | \u751f\u6210AI\u306b\u3088\u308b\u7a2e\u985e\u306e\u5224\u5225 |\n| \u756a\u53f7\u30fb\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u767a\u884c\u56fd | QUERIES \u306e QUERY_RESULT\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44 | \u53f0\u5e33\u3068\u306e\u7167\u5408 |\n| \u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650 | QUERIES \u306e QUERY_RESULT | \u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408 |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650 | QUERIES \u306e QUERY_RESULT \u3068\u3001\u305d\u306e\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af | \u8077\u52d9\u3068\u306e\u7167\u5408 |\n| \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650 | QUERIES \u306e QUERY_RESULT | \u914d\u4e57\u306e\u62c5\u5f53\u8005\u306e\u78ba\u8a8d |\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b\u3088\u3046\u6307\u5b9a\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u3066\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002** \u3053\u308c\u3092\u5fd8\u308c\u308b\u3068\u3001\u4e00\u5f0f\u306e1\u30da\u30fc\u30b8\u76ee\u306e\u8a3c\u660e\u66f8\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the certificate number? | CERT_NO |\n| What is the name of the holder? | HOLDER_NAME |\n| What is the date of birth of the holder? | DOB |\n| Which country or administration issued this certificate? | ISSUER |\n| What is the date of issue? | ISSUE_DATE |\n| What is the date of expiry? | EXPIRY |\n| In what capacity may the holder serve? | CAPACITY |\n| What limitations apply? | LIMITATIONS |\n| Is the seafarer fit for duty? | FIT_FOR_DUTY |\n\n\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u975e\u540c\u671f\u306e\u554f\u3044\u5408\u308f\u305b\u306f**1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30029\u4ef6\u306a\u3089\u4f59\u88d5\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3060\u3051\u306b\u983c\u308a\u307e\u305b\u3093\u3002** \u8868\u306e\u5f62\u3067\u8907\u6570\u306e\u8077\u52d9\u3068\u5236\u9650\u304c\u4e26\u3076\u8a3c\u660e\u66f8\u304c\u3042\u308a\u3001\u7b54\u3048\u304c1\u884c\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u7b54\u3048\u306e\u4f4d\u7f6e\u306e\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089\u3001\u8077\u52d9\u3068\u5236\u9650\u306e\u8868\u306e\u884c\u3092\u5168\u90e8\u53d6\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30da\u30fc\u30b8\u306e\u533a\u5207\u308a** \u2026 1\u30da\u30fc\u30b8\u306b1\u3064\u306e\u8a3c\u660e\u66f8\u3092\u524d\u63d0\u306b\u3057\u30012\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b\u8a3c\u660e\u66f8\u306f\u751f\u6210AI\u306e\u5224\u5225\u3067\u300c\u524d\u306e\u30da\u30fc\u30b8\u306e\u7d9a\u304d\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n3. **\u65e5\u4ed8\u306e\u8aad\u307f\u65b9** \u2026 \u6708\u306e\u540d\u524d\u3067\u66f8\u304b\u308c\u305f\u3082\u306e\u306f\u305d\u306e\u307e\u307e\u8aad\u307f\u3001\u6570\u5b57\u3060\u3051\u306e\u65e5\u4ed8\u306f\u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u307e\u3059\u3002**\u8a2d\u5b9a\u306e\u7121\u3044\u767a\u884c\u56fd\u3067\u65e5\u304c12\u4ee5\u4e0b\u306e\u3082\u306e\u306f\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u6c0f\u540d\u306e\u7167\u3089\u3057** \u2026 \u59d3\u3068\u540d\u306e\u9806\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u306e\u6709\u7121\u3001\u7db4\u308a\u306e\u9055\u3044\u3092\u6574\u3048\u3001\u53f0\u5e33\u306e\u6c0f\u540d\u3068\u7167\u3089\u3057\u307e\u3059\u3002**\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u5225\u4eba\u306e\u8a3c\u660e\u66f8\u306e\u6df7\u5165\u306e\u7591\u3044\u3068\u3057\u3066\u51fa\u3057\u307e\u3059**\n5. **\u751f\u5e74\u6708\u65e5\u306e\u7167\u3089\u3057** \u2026 \u8a3c\u660e\u66f8\u306e\u751f\u5e74\u6708\u65e5\u3068\u53f0\u5e33\u306e\u751f\u5e74\u6708\u65e5\u3092\u7167\u3089\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u671f\u9650\u306e\u6708\u3068\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408\u305d\u306e\u3082\u306e\u304c\u8aa4\u308a\u307e\u3059\u3002** \u65e5\u304c12\u4ee5\u4e0b\u306e\u6570\u5b57\u3060\u3051\u306e\u65e5\u4ed8\u306f\u3001\u3069\u3061\u3089\u306e\u9806\u3067\u3082\u65e5\u4ed8\u3068\u3057\u3066\u6210\u308a\u7acb\u3064\u306e\u3067\u3001\u6a5f\u68b0\u3067\u306f\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u9805\u76ee\u5316\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u65e5\u4ed8\u3068\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u5224\u5225 | \u30da\u30fc\u30b8\u306e\u984c\u540d\u3068\u672c\u6587\u304b\u3089\u3001\u7a2e\u985e\u306e\u4e00\u89a7\uff08\u6d77\u6280\u8cc7\u683c\u30fb\u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u30fb\u57fa\u672c\u8a13\u7df4\u30fb\u4e0a\u7d1a\u6d88\u706b\u30fb\u533b\u7642\u306e\u5fdc\u6025\u624b\u5f53\u30fb\u8239\u306e\u7a2e\u985e\u3054\u3068\u306e\u8a13\u7df4\u30fb\u5065\u5eb7\u8a3c\u660e\u66f8\u30fb\u305d\u306e\u4ed6\uff09\u306e\u3069\u308c\u304b\u3092\u4ed8\u3051\u3001\u6839\u62e0\u306e\u6587\u3092\u5199\u3059 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u9805\u76ee\u5316 | \u8077\u52d9\u306e\u7bc4\u56f2\u306e\u6587\u3068\u5236\u9650\u306e\u6587\u3092\u3001\u8077\u52d9\u30fb\u8239\u306e\u5927\u304d\u3055\u3084\u6a5f\u95a2\u306e\u51fa\u529b\u306e\u6761\u4ef6\u30fb\u5236\u9650\u306e\u6709\u7121\u306b\u5206\u3051\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u3054\u3068\u306b\u3001\u914d\u4e57\u4f1a\u793e\u306b\u9001\u308b\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u3054\u3068\u306e\u5b9a\u578b\u306e\u6587\u306b\u9650\u308b |\n\n**\u7a2e\u985e\u306e\u5224\u5225\u306f\u3001\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u306e\u7167\u5408\u306e\u524d\u63d0\u3067\u3059\u3002** \u5224\u5225\u3092\u8aa4\u308b\u3068\u3001\u8db3\u308a\u3066\u3044\u308b\u8cc7\u683c\u3092\u300c\u8db3\u308a\u306a\u3044\u300d\u3068\u51fa\u3057\u3001\u8db3\u308a\u306a\u3044\u8cc7\u683c\u3092\u300c\u3042\u308b\u300d\u3068\u6271\u3044\u307e\u3059\u3002**`unknown` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u3082\u306e\u306f\u3001\u5fc5\u305a\u4eba\u304c\u539f\u672c\u3067\u898b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u914d\u4e57\u306e\u8cac\u4efb\u8005\u304c\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u624b\u9806\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u306e\u8a08\u7b97\u3068\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u65e5\u4ed8\u3067\u6c7a\u3081\u308b |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u8aad\u3080 | \u300cOfficer in charge of a navigational watch\u300d\u3092\u4e0a\u306e\u8077\u52d9\u306b\u8aad\u307f\u5e83\u3052\u306a\u3044 |\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306e\u5224\u65ad | \u767a\u884c\u56fd\u306e\u7167\u4f1a\u306e\u624b\u6bb5\u3067\u78ba\u304b\u3081\u308b |\n| \u5065\u5eb7\u306e\u72b6\u614b\u306e\u63a8\u3057\u91cf\u308a | \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650\u306e\u6b04\u3092\u5199\u3059\u3060\u3051 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u8077\u52d9\u3088\u308a\u4e0a\u306e\u8077\u52d9\u3067\u306e\u4e57\u8239\u3092\u4e88\u5b9a\u3057\u3066\u3044\u3066\u3082\u3001AI\u306f\u300c\u822a\u6d77\u58eb\u306e\u8cc7\u683c\u304c\u3042\u308b\u300d\u3068\u8aad\u307f\u304c\u3061\u3067\u3059\u3002**\u6307\u793a\u3067\u300c\u66f8\u304b\u308c\u305f\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u8fd4\u3057\u3001\u4e0a\u306e\u8077\u52d9\u306b\u5f53\u3066\u306f\u3081\u306a\u3044\u300d\u3068\u7e1b\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8239\u8236\u7ba1\u7406\u4f1a\u793e\u306e\u8239\u54e1\u90e8\u3067\u3001\u5916\u56fd\u4eba\u8239\u54e1\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3092\u78ba\u304b\u3081\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u30da\u30fc\u30b8\u3054\u3068\u306e\u6587\u300d\u3068\u300c\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u4e00\u89a7\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u30da\u30fc\u30b8\u3054\u3068\u306b\u3001cert_type \u3092\u7a2e\u985e\u306e\u4e00\u89a7\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u524d\u306e\u30da\u30fc\u30b8\u306e\u8a3c\u660e\u66f8\u306e\u7d9a\u304d\u306a\u3089 continuation\u3001\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3051\u308c\u3070 unknown \u3067\u3059\u3002\n- \u5224\u65ad\u306b\u4f7f\u3063\u305f\u984c\u540d\u3084\u672c\u6587\u306e\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u3068\u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\n  \u8077\u52d9\u306e\u7bc4\u56f2\uff08capacity\uff09\u3068\u5236\u9650\uff08limitations\uff09\u306e\u6587\u3092\u3001\u884c\u3054\u3068\u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u6761\u7d04\u306e\u898f\u5247\u3084\u57fa\u6e96\u306e\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u305f\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e0a\u306e\u8077\u52d9\u3084\u5225\u306e\u8077\u52d9\u306b\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5236\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300cNone\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 None \u3068\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6709\u52b9\u671f\u9650\u306e\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8cc7\u683c\u304c\u8db3\u308a\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u9069\u5426\u3068\u5236\u9650\u306e\u6b04\u306e\u6587\u3060\u3051\u3092\u5199\u3057\u3001\u75c5\u540d\u3084\u691c\u67fb\u306e\u7d50\u679c\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306f unknown \u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u75c5\u540d\u3084\u691c\u67fb\u306e\u7d50\u679c\u3092\u5199\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u306f\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u304c\u5065\u5eb7\u306e\u60c5\u5831\u3092\u542b\u3080\u304b\u3089\u3067\u3059\u3002** \u53f0\u5e33\u306b\u8981\u308b\u306e\u306f\u3001\u9069\u5426\u30fb\u5236\u9650\u30fb\u6709\u52b9\u671f\u9650\u3060\u3051\u3067\u3059\u3002**\u5fc5\u8981\u306e\u7121\u3044\u5065\u5eb7\u306e\u60c5\u5831\u3092\u51fa\u529b\u306b\u6b8b\u3055\u306a\u3044\u3053\u3068\u3067\u3001\u4fdd\u5b58\u3059\u308b\u5834\u6240\u3082\u5e83\u3052\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306e\u6307\u793a\u306f\u77ed\u304f\u3057\u307e\u3059\u3002\u300c\u7406\u7531\uff08missing_cert\uff0fexpires_during_contract\uff0fname_mismatch\uff0funreadable\uff09\u3054\u3068\u306b\u3001\u8239\u54e1\u306e\u6c0f\u540d\u30fb\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u30fb\u8077\u52d9\u30fb\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u671f\u9650\u3092\u6e21\u3055\u308c\u305f\u5024\u306e\u307e\u307e\u66f8\u304d\u3001\u5dee\u3057\u66ff\u3048\u304b\u66f4\u65b0\u3057\u305f\u8a3c\u660e\u66f8\u306e\u9001\u4ed8\u3092\u304a\u9858\u3044\u3059\u308b\u5f62\u306b\u3059\u308b\u3002\u4e57\u8239\u306e\u53ef\u5426\u306b\u89e6\u308c\u306a\u3044\u300d\u3068\u3057\u307e\u3059\u3002","output_data":"**\u8ee2\u8a18\u306e\u6848\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u30da\u30fc\u30b8\u3054\u3068\u306e\u5224\u5225\u306f Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"crew_no\": \"C-20451\",\n  \"assignment\": { \"vessel\": \"MV EXAMPLE\", \"vessel_type\": \"oil_tanker\", \"rank\": \"2nd Officer\",\n                  \"sign_on\": \"2026-11-10\", \"contract_end_with_margin\": \"2027-09-10\" },\n  \"certificates\": [\n    { \"page\": 1, \"cert_type\": \"coc\", \"cert_no\": \"\", \"issuer\": \"\",\n      \"expiry\": \"2029-03-14\", \"capacity\": [\"Officer in charge of a navigational watch\"],\n      \"limitations\": \"None\", \"evidence\": \"\" },\n    { \"page\": 9, \"cert_type\": \"medical\", \"expiry\": \"2027-05-02\", \"fit_for_duty\": \"fit\" }\n  ],\n  \"missing\": [ \"oil_tanker_basic_training\" ],\n  \"expires_during_contract\": [ { \"cert_type\": \"medical\", \"expiry\": \"2027-05-02\" } ],\n  \"name_check\": \"matched\",\n  \"actions\": [ \"missing_cert\", \"expires_during_contract\" ],\n  \"min_confidence\": 94.8\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u7a2e\u985e\u3054\u3068\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u7a2e\u985e\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u3069\u306e\u7a2e\u985e\u304c\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u304b\u304c\u5206\u304b\u308c\u3066\u51fa\u308b\u306e\u3067\u3001**\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u3092\u7a2e\u985e\u3054\u3068\u306b\u66f8\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`capacity` \u3092\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u4e88\u5b9a\u306e\u8077\u52d9\u3068\u7167\u3089\u3059\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3001**\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3092\u8239\u54e1\u90e8\u304c\u6301\u3061\u3001\u7167\u3089\u3057\u305f\u7d50\u679c\u3092 `actions` \u306b\u51fa\u3057\u307e\u3059\u3002**\n\n| `actions` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| missing_cert | \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u306e\u7a2e\u985e\u304c\u4e00\u5f0f\u306b\u7121\u3044 |\n| expires_during_contract | \u6709\u52b9\u671f\u9650\u304c\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\uff08\u4f59\u88d5\u8fbc\u307f\uff09\u3088\u308a\u524d |\n| expired | \u6709\u52b9\u671f\u9650\u304c\u4e57\u8239\u4e88\u5b9a\u65e5\u3088\u308a\u524d |\n| capacity_check | `capacity` \u304c\u4e88\u5b9a\u306e\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u306b\u5f53\u305f\u3089\u306a\u3044 |\n| name_mismatch | \u6c0f\u540d\u304b\u751f\u5e74\u6708\u65e5\u304c\u53f0\u5e33\u3068\u5408\u308f\u306a\u3044 |\n| unreadable | `unknown` \u306e\u30da\u30fc\u30b8\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u3092\u4eba\u306b\u56de\u3057\u305f |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u8239\u54e1\u3068\u4e57\u8239\u4e88\u5b9a\u3092\u30d5\u30a9\u30eb\u30c0\u3067\u6c7a\u3081\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u884c\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u4e57\u8239\u4e88\u5b9a\u3092\u77e5\u308b |\n| \u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u4e57\u8239\u306e\u4e88\u5b9a\u3068\u53f0\u5e33\u3092\u66f8\u304d\u51fa\u3057\u3066\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u7a2e\u985e\u306e\u5224\u5225\u3001\u8077\u52d9\u3068\u5236\u9650\u306e\u9805\u76ee\u5316\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u914d\u4e57\u306e\u62c5\u5f53\u8005 | \u8ee2\u8a18\u306e\u6848\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u53f0\u5e33\u3078\u306e\u767b\u9332\u3001\u4f9d\u983c\u306e\u9001\u4fe1 |\n\n**\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067\u6709\u52b9\u671f\u9650\u304c\u5ef6\u3073\u305f\u307e\u307e\u767b\u9332\u3055\u308c\u308b\u3068\u3001**\u6bce\u9031\u306e\u671f\u9650\u306e\u78ba\u8a8d\u3067\u3082\u6c17\u3065\u3051\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u8ee2\u8a18\u306e\u6848\u3092\u898b\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`name_mismatch` \u3068 `unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5225\u4eba\u306e\u8a3c\u660e\u66f8\u306e\u6df7\u5165\u304b\u3001\u8aad\u307f\u53d6\u308a\u306e\u554f\u984c\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`missing_cert` \u3092\u898b\u308b** \u2026 \u4e00\u5f0f\u306b\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u7a2e\u985e\u306e\u5224\u5225\u306e\u8aa4\u308a\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`expires_during_contract` \u3068 `expired` \u3092\u898b\u308b** \u2026 \u539f\u672c\u3067\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u3001\u914d\u4e57\u4f1a\u793e\u306b\u66f4\u65b0\u3092\u983c\u307f\u307e\u3059\n4. **`capacity_check` \u3092\u898b\u308b** \u2026 \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u539f\u6587\u3092\u8aad\u307f\u3001**\u4e88\u5b9a\u306e\u8077\u52d9\u306b\u8db3\u308a\u308b\u304b\u3092\u914d\u4e57\u306e\u8cac\u4efb\u8005\u306b\u78ba\u304b\u3081\u307e\u3059**\n5. **\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u4f9d\u983c\u3092\u9001\u308b** \u2026 **\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059**\n\n**\u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306f\u3001\u8aad\u307f\u53d6\u308a\u3067\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002** IMO \u306e\u901a\u77e5\u3067\u306f\u3001\u4ed6\u56fd\u306e\u8cc7\u683c\u3092\u8a8d\u3081\u308b\u53d6\u308a\u6c7a\u3081\u3067\u3001**\u8cc7\u683c\u3092\u8a8d\u3081\u308b\u5074\u304c\u767a\u884c\u56fd\u306b\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u6027\u3084\u5185\u5bb9\u3092\u7167\u4f1a\u3059\u308b\u624b\u9806**\u3092\u5b9a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u7591\u3044\u306e\u3042\u308b\u3082\u306e\u306f\u3001\u767a\u884c\u56fd\u306e\u7167\u4f1a\u306e\u624b\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u914d\u4e57\u4f1a\u793e\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| 1\u30da\u30fc\u30b8\u306b\u8907\u6570\u306e\u8a3c\u660e\u66f8 | \u7a2e\u985e\u306e\u5224\u5225\u3067 `unknown`\u3002\u4eba\u304c\u5206\u3051\u308b |\n| \u82f1\u8a9e\u306e\u7121\u3044\u8a3c\u660e\u66f8 | \u5bfe\u5fdc\u8a00\u8a9e\u306e\u5916\u3002\u4eba\u304c\u8aad\u3080 |\n| \u6709\u52b9\u671f\u9650\u306e\u7121\u3044\u8a3c\u660e\u66f8 | \u671f\u9650\u306e\u7121\u3044\u7a2e\u985e\u304b\u3092\u8868\u3067\u78ba\u304b\u3081\u3001\u7121\u3044\u7a2e\u985e\u3067\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u4e57\u8239\u4e2d\u306e\u5ef6\u9577 | \u65b0\u3057\u3044\u4e88\u5b9a\u671f\u9593\u3067\u6bce\u9031\u306e\u78ba\u8a8d\u3092\u3084\u308a\u76f4\u3059 |\n| \u540c\u3058\u7a2e\u985e\u306e\u8a3c\u660e\u66f8\u304c2\u679a\u3042\u308b | \u6709\u52b9\u671f\u9650\u306e\u65b0\u3057\u3044\u65b9\u3092\u6848\u306b\u3057\u3001\u53e4\u3044\u65b9\u3082\u4e26\u3079\u3066\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u306e\u671f\u9650\u304c\u8cc7\u683c\u3088\u308a\u5148\u306b\u5207\u308c\u308b | \u88cf\u66f8\u306e\u671f\u9650\u3067 `expires_during_contract` \u3092\u51fa\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u898b\u843d\u3068\u3057\u3084\u3059\u3044\u3067\u3059\u3002** \u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u304c\u6709\u52b9\u3067\u3082\u3001**\u65d7\u56fd\u304c\u305d\u308c\u3092\u8a8d\u3081\u305f\u88cf\u66f8\u306b\u306f\u5225\u306e\u671f\u9650\u304c\u3042\u308a\u3001\u5148\u306b\u5207\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u88cf\u66f8\u3068\u8cc7\u683c\u3092\u5225\u306e\u7a2e\u985e\u3068\u3057\u3066\u8868\u306b\u6301\u3061\u3001\u305d\u308c\u305e\u308c\u306e\u671f\u9650\u3067\u7167\u3089\u3057\u307e\u3059\u3002","log_storage":"- \u4e00\u5f0f\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u8239\u54e1\u30fb\u4e57\u8239\u4e88\u5b9a\u30fb\u53d7\u9818\u65e5\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\n- \u30da\u30fc\u30b8\u3054\u3068\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u6839\u62e0\u306e\u6587\u3001\u8ee2\u8a18\u306e\u6848\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240** \u2026 \u3069\u306e\u30da\u30fc\u30b8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u3068\u3001\u5c4a\u3044\u305f\u5dee\u3057\u66ff\u3048\u306e\u8a3c\u660e\u66f8\n- \u6bce\u9031\u306e\u671f\u9650\u306e\u78ba\u8a8d\u306e\u7d50\u679c\n\n**\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u539f\u672c\u306f\u3001\u307b\u304b\u306e\u8a3c\u660e\u66f8\u3068\u540c\u3058\u5834\u6240\u306b\u7f6e\u304b\u305a\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308a\u307e\u3059\u3002** \u53f0\u5e33\u306b\u306f\u9069\u5426\u30fb\u5236\u9650\u30fb\u671f\u9650\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":80,"assumption_workdays":20,"volume_month":80,"before_minutes_per_case":30,"after_minutes_per_case":9,"hourly_cost":3500,"before_hours_month":40,"after_hours_month":12,"saved_hours_month":28,"reduction_rate":70,"saved_hours_year":336,"annual_cost_effect":1176000,"summary":"\u914d\u4e57\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u5916\u56fd\u4eba\u8239\u54e1\u306e\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u30fb\u8077\u52d9\u306e\u7bc4\u56f2\u30fb\u6709\u52b9\u671f\u9650\u3092\u4e57\u7d44\u54e1\u53f0\u5e33\u3078\u306e\u8ee2\u8a18\u306e\u6848\u306b\u3057\u307e\u3059\u3002\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u3068\u8077\u52d9\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u3001\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u306b\u7167\u3089\u3057\u3066\u3001\u671f\u9650\u5207\u308c\u3068\u8cc7\u683c\u4e0d\u8db3\u3092\u4e57\u8239\u306e\u524d\u306b\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u914d\u4e57\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f\u306ePDF\u3092\u3001\u8239\u54e1\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u4e00\u5f0f\u30921\u30da\u30fc\u30b8\u305a\u3064\u3081\u304f\u308a\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b\n3. \u8a3c\u660e\u66f8\u306e\u756a\u53f7\u30fb\u767a\u884c\u56fd\u30fb\u8077\u52d9\u306e\u7bc4\u56f2\u30fb\u6709\u52b9\u671f\u9650\u3092\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u5199\u3059\n4. \u8077\u52d9\u3054\u3068\u306e\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u898b\u6bd4\u3079\u3001\u8db3\u308a\u306a\u3044\u8a3c\u660e\u66f8\u3092\u63a2\u3059\n5. \u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u3068\u6709\u52b9\u671f\u9650\u3092\u898b\u6bd4\u3079\u3001\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3082\u306e\u3092\u63a2\u3059\n6. \u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u3092\u914d\u4e57\u4f1a\u793e\u306b\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u3001\u5dee\u3057\u66ff\u3048\u3084\u66f4\u65b0\u3092\u983c\u3080\n\n**\uff08a\uff09\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u767a\u884c\u56fd\u3054\u3068\u306b\u69d8\u5f0f\u304c\u9055\u3044\u3001**\u984c\u540d\u3060\u3051\u3067\u306f\u57fa\u672c\u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u304b\u3001\u305d\u306e\u66f4\u65b0\u306e\u4fee\u4e86\u8a3c\u304b\u304c\u5206\u304b\u3089\u306a\u3044**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u5f0f\u306e\u9806\u756a\u3082\u914d\u4e57\u4f1a\u793e\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3059\u3002\n\n**\uff08b\uff09\u671f\u9650\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u308f\u306a\u3044\u3002** \u300c05\/06\/2027\u300d\u304c5\u67086\u65e5\u304b6\u67085\u65e5\u304b\u306f\u767a\u884c\u56fd\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\u671f\u9650\u30921\u304b\u6708\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u4e57\u8239\u306e\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3053\u3068\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\n\n**\uff08c\uff09\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u3092\u8aad\u307f\u98db\u3070\u3059\u3002** \u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u306b\u306f\u3001\u3069\u306e\u8077\u52d9\u3067\u3001\u3069\u306e\u5927\u304d\u3055\u306e\u8239\u3067\u4f7f\u3048\u308b\u304b\u3001\u5236\u9650\u304c\u3042\u308b\u304b\u304c\u82f1\u6587\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u300cLimitations: None\u300d\u306e\u3068\u304d\u3082\u3042\u308c\u3070\u3001\u7d30\u304b\u3044\u5236\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3053\u3068\u306b\u4e57\u8239\u5f8c\u306b\u6c17\u3065\u304f\u3002** \u4e57\u8239\u306e\u65e5\u306b\u6709\u52b9\u306a\u3053\u3068\u3060\u3051\u3092\u898b\u3066\u53f0\u5e33\u306b\u5165\u308c\u308b\u3068\u3001**\u5bc4\u6e2f\u5730\u3067\u5065\u5eb7\u8a3a\u65ad\u3084\u66f4\u65b0\u306e\u624b\u914d\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u8cbb\u7528\u3082\u624b\u9593\u3082\u304b\u304b\u308a\u307e\u3059\u3002**","before_flow_steps":["\u914d\u4e57\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f\u306ePDF\u3092\u3001\u8239\u54e1\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u4e00\u5f0f\u30921\u30da\u30fc\u30b8\u305a\u3064\u3081\u304f\u308a\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u308b","\u8a3c\u660e\u66f8\u306e\u756a\u53f7\u30fb\u767a\u884c\u56fd\u30fb\u8077\u52d9\u306e\u7bc4\u56f2\u30fb\u6709\u52b9\u671f\u9650\u3092\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u5199\u3059","\u8077\u52d9\u3054\u3068\u306e\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u898b\u6bd4\u3079\u3001\u8db3\u308a\u306a\u3044\u8a3c\u660e\u66f8\u3092\u63a2\u3059","\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u3068\u6709\u52b9\u671f\u9650\u3092\u898b\u6bd4\u3079\u3001\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3082\u306e\u3092\u63a2\u3059","\u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u3092\u914d\u4e57\u4f1a\u793e\u306b\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u3001\u5dee\u3057\u66ff\u3048\u3084\u66f4\u65b0\u3092\u983c\u3080"],"after_flow":"1. **\u3010\u4eba\u3011** \u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u3001\u5c4a\u3044\u305f\u4e00\u5f0f\u306ePDF\u3092\u8239\u54e1\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u5168\u30da\u30fc\u30b8\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u884c\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u6c7a\u3081\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u82f1\u6587\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u65e5\u4ed8\u3092\u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u3001\u4e57\u7d44\u54e1\u53f0\u5e33\u3078\u306e\u8ee2\u8a18\u306e\u6848\u3092\u4f5c\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u306e\u7a2e\u985e\u3068\u8077\u52d9\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u7167\u3089\u3057\u3001\u8db3\u308a\u306a\u3044\u3082\u306e\u3092\u62fe\u3046\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6709\u52b9\u671f\u9650\u3092\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u7167\u3089\u3057\u3001\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3082\u306e\u3092\u62fe\u3046\n7. **\u3010\u81ea\u52d5\u3011** \u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u3001Claude API \u304c\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u3001\u8ee2\u8a18\u306e\u6848\u3068\u62fe\u308f\u308c\u305f\u4e8b\u9805\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u3001\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u4f9d\u983c\u3092\u9001\u308b\n\n**3\u756a\u76ee\u3092\u300c\u7a2e\u985e\u306e\u5224\u5225\u300d\u306b\u7559\u3081\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u984c\u540d\u3084\u672c\u6587\u306e\u8a00\u3044\u56de\u3057\u306f\u767a\u884c\u56fd\u3067\u9055\u3044\u3001\u898f\u5247\u3067\u898b\u5206\u3051\u5207\u308c\u307e\u305b\u3093\u3002**\u305f\u3060\u3057\u3001\u5fc5\u8981\u306a\u8cc7\u683c\u304c\u8db3\u308a\u3066\u3044\u308b\u304b\u3001\u671f\u9650\u304c\u8db3\u308a\u308b\u304b\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u3068\u65e5\u4ed8\u3067\u6c7a\u3081\u307e\u3059\u3002** AI\u306b\u300c\u4e57\u8239\u3067\u304d\u307e\u3059\u300d\u3068\u306f\u8a00\u308f\u305b\u307e\u305b\u3093\u3002\n\n**6\u756a\u76ee\u3067\u671f\u9650\u3092\u300c\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\u300d\u3068\u7167\u3089\u3059\u306e\u306f\u3001\u4e57\u8239\u306e\u65e5\u3060\u3051\u3092\u898b\u308b\u3068\u671f\u9593\u4e2d\u306e\u671f\u9650\u5207\u308c\u3092\u62fe\u3048\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u4e88\u5b9a\u671f\u9593\u306b\u306f\u3001\u4ea4\u4ee3\u306e\u9045\u308c\u3092\u898b\u8fbc\u3093\u3060\u4f59\u88d5\u306e\u65e5\u6570\u3092\u8db3\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u3001\u5c4a\u3044\u305f\u4e00\u5f0f\u306ePDF\u3092\u8239\u54e1\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001AWS Textract \u304c\u5168\u30da\u30fc\u30b8\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u884c\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u59cb\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u6c7a\u3081\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u82f1\u6587\u3092\u9805\u76ee\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u65e5\u4ed8\u3092\u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u3001\u4e57\u7d44\u54e1\u53f0\u5e33\u3078\u306e\u8ee2\u8a18\u306e\u6848\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u306e\u7a2e\u985e\u3068\u8077\u52d9\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u7167\u3089\u3057\u3001\u8db3\u308a\u306a\u3044\u3082\u306e\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6709\u52b9\u671f\u9650\u3092\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u7167\u3089\u3057\u3001\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u3082\u306e\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u3001Claude API \u304c\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u3001\u8ee2\u8a18\u306e\u6848\u3068\u62fe\u308f\u308c\u305f\u4e8b\u9805\u3092\u539f\u672c\u3068\u898b\u6bd4\u3079\u3001\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u4f9d\u983c\u3092\u9001\u308b"],"architecture":"```\n\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f\uff08\u82f1\u6587\u306ePDF\u3002\u914d\u4e57\u4f1a\u793e\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\uff09\n   \u2502  \u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u8239\u54e1\u3054\u3068\u306e\u5834\u6240\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 StartDocumentAnalysis\uff08FeatureTypes\uff1aQUERIES\u3001FORMS\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u5168\u30da\u30fc\u30b8\uff09\n   \u25bc\nAWS Textract\uff08\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\uff09\u2500\u2500 \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 GetDocumentAnalysis\n   \u251c\u2500\u2500\u25b6 Claude API\uff1a\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3001\u53f0\u5e33\u306e\u8ee2\u8a18\u306e\u6848\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u4e57\u8239\u306e\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408\n   \u2514\u2500\u2500\u25b6 Claude API\uff1a\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u8ee2\u8a18\u306e\u6848\u3068\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\uff08\u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u30fb\u767b\u9332\uff09\n   \u25bc\n\u4e57\u7d44\u54e1\u53f0\u5e33\uff0f\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\uff08\u62c5\u5f53\u8005\u304c\u9001\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\u3002QUERIES\u30fbFORMS\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u5224\u5225\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u9805\u76ee\u5316\u3001\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3001\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408\uff09 | \u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u671f\u9650\u306e\u901a\u77e5\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u660e\u66f8\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u571f\u53f0\u306f\u3001AWS Textract \u306e\u554f\u3044\u5408\u308f\u305b\u306e\u6a5f\u80fd\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306f\u767a\u884c\u56fd\u3054\u3068\u306b\u69d8\u5f0f\u304c\u9055\u3044\u3001\u9805\u76ee\u306e\u4f4d\u7f6e\u304c\u3070\u3089\u3070\u3089\u3067\u3059\u3002**\u300cWhat is the date of expiry?\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u3067\u554f\u3044\u304b\u3051\u3001\u7b54\u3048\u3092\u53d7\u3051\u53d6\u308b\u5f62\u306a\u3089\u3001\u69d8\u5f0f\u3054\u3068\u306e\u4f4d\u7f6e\u306e\u8a2d\u5b9a\u304c\u8981\u308a\u307e\u305b\u3093\u3002** \u4e00\u5f0f\u304c10\u301c20\u30da\u30fc\u30b8\u3042\u308b\u306e\u3067\u3001\u975e\u540c\u671f\u306e StartDocumentAnalysis \u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**Textract \u3092\u9078\u3079\u308b\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306f**\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e**\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u307e\u3059\u3002**\u767a\u884c\u56fd\u306e\u8a00\u8449\u3060\u3051\u3067\u66f8\u304b\u308c\u3001\u82f1\u8a9e\u306e\u4f75\u8a18\u304c\u7121\u3044\u8a3c\u660e\u66f8\u306f\u4eba\u304c\u8aad\u307f\u307e\u3059\u3002**\n\n**\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8ee2\u8a18\u306e\u6848\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u767b\u9332\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8239\u54e1\u3054\u3068\u306e\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\uff08S3 \u306e\u30d5\u30a9\u30eb\u30c0\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a9\u30eb\u30c0\u306f `crew\/<\u8239\u54e1\u756a\u53f7>\/<\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7>\/` \u306e\u5f62\u306b\u3057\u3001**\u3069\u306e\u8239\u54e1\u306e\u3001\u3069\u306e\u4e57\u8239\u4e88\u5b9a\u306e\u4e00\u5f0f\u304b\u3092\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u6c0f\u540d\u304b\u3089\u8239\u54e1\u3092\u63a2\u3059\u3068\u3001\u540c\u59d3\u540c\u540d\u3084\u540d\u524d\u306e\u7db4\u308a\u306e\u9055\u3044\u3067\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b\u3068\u304d\u3001ClientRequestToken \u306b\u300c\u8239\u54e1\u756a\u53f7\uff0b\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7\uff0b\u53d7\u9818\u65e5\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067 StartDocumentAnalysis \u3092\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u540c\u3058\u30b8\u30e7\u30d6\u3092\u8aa4\u3063\u3066\u4e8c\u5ea6\u59cb\u3081\u308b\u306e\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001JobTag \u306b\u5165\u308c\u305f\u4e57\u8239\u4e88\u5b9a\u306e\u756a\u53f7\u3067\u3069\u306e\u4e88\u5b9a\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001**\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002**\n\n**\u671f\u9650\u306e\u78ba\u8a8d\u306f\u3001\u5c4a\u3044\u305f\u4e00\u5f0f\u3068\u306f\u5225\u306b\u3001\u6bce\u9031\u6708\u66dc\u306b\u4e57\u8239\u4e2d\u306e\u5168\u54e1\u306b\u3064\u3044\u3066\u53f0\u5e33\u3067\u884c\u3044\u307e\u3059\u3002** \u4e57\u8239\u4e2d\u306b\u5ef6\u9577\u304c\u6c7a\u307e\u3063\u305f\u8239\u54e1\u306f\u3001**\u6700\u521d\u306e\u4e88\u5b9a\u671f\u9593\u3067\u306f\u8db3\u308a\u3066\u3044\u305f\u8a3c\u660e\u66f8\u304c\u3001\u5ef6\u9577\u5f8c\u306e\u671f\u9593\u3067\u306f\u5207\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f | \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u984c\u540d\u3001\u756a\u53f7\u3001\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u767a\u884c\u56fd\u3001\u767a\u884c\u65e5\u3001\u6709\u52b9\u671f\u9650\u3001\u8077\u52d9\u306e\u7bc4\u56f2\uff08Capacity\uff09\u3001\u5236\u9650\uff08Limitations\uff09\u3001\u6761\u7d04\u306e\u898f\u5247\u306e\u756a\u53f7\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650 | \u914d\u4e57\u4f1a\u793e\u304b\u3089\u5c4a\u304fPDF |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u884c\u3068\u5358\u8a9e | AWS Textract |\n| \u4e57\u8239\u306e\u4e88\u5b9a | \u8239\u54e1\u756a\u53f7\u3001\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u3001\u8077\u52d9\u3001\u4e57\u8239\u4e88\u5b9a\u65e5\u3001\u4e88\u5b9a\u671f\u9593\uff08\u6708\u6570\uff09 | \u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868 | \u8239\u306e\u7a2e\u985e\uff08\u3070\u3089\u7a4d\u307f\u8239\u30fb\u6cb9\u30bf\u30f3\u30ab\u30fc\u30fb\u30b1\u30df\u30ab\u30eb\u30bf\u30f3\u30ab\u30fc\u306a\u3069\uff09\u3068\u8077\u52d9\u3054\u3068\u306b\u5fc5\u8981\u306a\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u3001\u65d7\u56fd\u3054\u3068\u306e\u8ffd\u52a0\u306e\u8981\u4ef6 | \u8239\u54e1\u90e8\u304c\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u624b\u9806\u304b\u3089\u4f5c\u308b\u8868 |\n| \u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a | \u65e5\u4ed8\u306e\u9806\uff08\u65e5\u6708\u5e74\u304b\u6708\u65e5\u5e74\u304b\uff09\u3001\u8a3c\u660e\u66f8\u306e\u984c\u540d\u306e\u8a00\u3044\u63db\u3048 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8a2d\u5b9a\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3067\u3059\u3002** \u8868\u304c\u300c\u8077\u54e1\uff1a\u6d77\u6280\u8cc7\u683c\u300d\u306e\u3088\u3046\u306b\u7c97\u3044\u3068\u3001\u30bf\u30f3\u30ab\u30fc\u306e\u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u306e\u4e0d\u8db3\u3092\u62fe\u3048\u307e\u305b\u3093\u3002**\u8239\u306e\u7a2e\u985e\u3068\u8077\u52d9\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u30921\u3064\u305a\u3064\u4e26\u3079\u307e\u3059\u3002** \u8868\u3092\u4f5c\u308b\u306e\u306f\u8239\u54e1\u90e8\u306e\u8cac\u4efb\u8005\u3067\u3001\u65d7\u56fd\u306e\u8981\u4ef6\u304c\u5909\u308f\u3063\u305f\u3089\u76f4\u3057\u307e\u3059\u3002\n\n**\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9650\u306e\u4e0a\u9650\u306f\u3001\u8868\u306b\u6301\u305f\u305b\u307e\u3059\u3002** ILO \u306e\u6d77\u4e0a\u52b4\u50cd\u6761\u7d04\u306e\u554f\u7b54\u3067\u306f\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9593\u306f**\u6700\u95772\u5e74\uff0818\u6b73\u672a\u6e80\u306f1\u5e74\uff09\u3001\u8272\u899a\u306e\u8a3c\u660e\u306f\u6700\u95776\u5e74**\u3068\u3055\u308c\u3001**\u3053\u308c\u306f\u4e0a\u9650\u3067\u3001\u56fd\u306f\u3082\u3063\u3068\u77ed\u3044\u671f\u9593\u3092\u5b9a\u3081\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u65d7\u56fd\u3054\u3068\u306e\u4e0a\u9650\u3092\u8868\u306b\u66f8\u304d\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u6709\u52b9\u671f\u9650\u3068\u7167\u3089\u3057\u307e\u3059\u3002**\n\n**\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3082\u7528\u610f\u3057\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u308b\u8077\u52d9\u306e\u8a00\u8449\uff08\u300cOfficer in charge of a navigational watch\u300d\u300cChief mate\u300d\u306a\u3069\uff09\u3068\u3001\u81ea\u793e\u306e\u914d\u4e57\u306e\u4e88\u5b9a\u306e\u8077\u52d9\uff08\u4e8c\u7b49\u822a\u6d77\u58eb\u3001\u4e00\u7b49\u822a\u6d77\u58eb\u306a\u3069\uff09\u306e\u5bfe\u5fdc\u30921\u884c\u305a\u3064\u6301\u3061\u307e\u3059\u3002**\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b\u306e\u306f\u8239\u54e1\u90e8\u306e\u8cac\u4efb\u8005\u3067\u3001AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u984c\u540d\u3068\u672c\u6587 | \u5404\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af | \u751f\u6210AI\u306b\u3088\u308b\u7a2e\u985e\u306e\u5224\u5225 |\n| \u756a\u53f7\u30fb\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u767a\u884c\u56fd | QUERIES \u306e QUERY_RESULT\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44 | \u53f0\u5e33\u3068\u306e\u7167\u5408 |\n| \u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650 | QUERIES \u306e QUERY_RESULT | \u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408 |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650 | QUERIES \u306e QUERY_RESULT \u3068\u3001\u305d\u306e\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af | \u8077\u52d9\u3068\u306e\u7167\u5408 |\n| \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650 | QUERIES \u306e QUERY_RESULT | \u914d\u4e57\u306e\u62c5\u5f53\u8005\u306e\u78ba\u8a8d |\n\n**\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b\u3088\u3046\u6307\u5b9a\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u3066\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u3066\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002** \u3053\u308c\u3092\u5fd8\u308c\u308b\u3068\u3001\u4e00\u5f0f\u306e1\u30da\u30fc\u30b8\u76ee\u306e\u8a3c\u660e\u66f8\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the certificate number? | CERT_NO |\n| What is the name of the holder? | HOLDER_NAME |\n| What is the date of birth of the holder? | DOB |\n| Which country or administration issued this certificate? | ISSUER |\n| What is the date of issue? | ISSUE_DATE |\n| What is the date of expiry? | EXPIRY |\n| In what capacity may the holder serve? | CAPACITY |\n| What limitations apply? | LIMITATIONS |\n| Is the seafarer fit for duty? | FIT_FOR_DUTY |\n\n\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u975e\u540c\u671f\u306e\u554f\u3044\u5408\u308f\u305b\u306f**1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30029\u4ef6\u306a\u3089\u4f59\u88d5\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3060\u3051\u306b\u983c\u308a\u307e\u305b\u3093\u3002** \u8868\u306e\u5f62\u3067\u8907\u6570\u306e\u8077\u52d9\u3068\u5236\u9650\u304c\u4e26\u3076\u8a3c\u660e\u66f8\u304c\u3042\u308a\u3001\u7b54\u3048\u304c1\u884c\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u7b54\u3048\u306e\u4f4d\u7f6e\u306e\u30da\u30fc\u30b8\u306e LINE \u306e\u30d6\u30ed\u30c3\u30af\u304b\u3089\u3001\u8077\u52d9\u3068\u5236\u9650\u306e\u8868\u306e\u884c\u3092\u5168\u90e8\u53d6\u308a\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u306e\u3069\u308c\u304b\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30da\u30fc\u30b8\u306e\u533a\u5207\u308a** \u2026 1\u30da\u30fc\u30b8\u306b1\u3064\u306e\u8a3c\u660e\u66f8\u3092\u524d\u63d0\u306b\u3057\u30012\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b\u8a3c\u660e\u66f8\u306f\u751f\u6210AI\u306e\u5224\u5225\u3067\u300c\u524d\u306e\u30da\u30fc\u30b8\u306e\u7d9a\u304d\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n3. **\u65e5\u4ed8\u306e\u8aad\u307f\u65b9** \u2026 \u6708\u306e\u540d\u524d\u3067\u66f8\u304b\u308c\u305f\u3082\u306e\u306f\u305d\u306e\u307e\u307e\u8aad\u307f\u3001\u6570\u5b57\u3060\u3051\u306e\u65e5\u4ed8\u306f\u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u307e\u3059\u3002**\u8a2d\u5b9a\u306e\u7121\u3044\u767a\u884c\u56fd\u3067\u65e5\u304c12\u4ee5\u4e0b\u306e\u3082\u306e\u306f\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u6c0f\u540d\u306e\u7167\u3089\u3057** \u2026 \u59d3\u3068\u540d\u306e\u9806\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u306e\u6709\u7121\u3001\u7db4\u308a\u306e\u9055\u3044\u3092\u6574\u3048\u3001\u53f0\u5e33\u306e\u6c0f\u540d\u3068\u7167\u3089\u3057\u307e\u3059\u3002**\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u5225\u4eba\u306e\u8a3c\u660e\u66f8\u306e\u6df7\u5165\u306e\u7591\u3044\u3068\u3057\u3066\u51fa\u3057\u307e\u3059**\n5. **\u751f\u5e74\u6708\u65e5\u306e\u7167\u3089\u3057** \u2026 \u8a3c\u660e\u66f8\u306e\u751f\u5e74\u6708\u65e5\u3068\u53f0\u5e33\u306e\u751f\u5e74\u6708\u65e5\u3092\u7167\u3089\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u671f\u9650\u306e\u6708\u3068\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408\u305d\u306e\u3082\u306e\u304c\u8aa4\u308a\u307e\u3059\u3002** \u65e5\u304c12\u4ee5\u4e0b\u306e\u6570\u5b57\u3060\u3051\u306e\u65e5\u4ed8\u306f\u3001\u3069\u3061\u3089\u306e\u9806\u3067\u3082\u65e5\u4ed8\u3068\u3057\u3066\u6210\u308a\u7acb\u3064\u306e\u3067\u3001\u6a5f\u68b0\u3067\u306f\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u3001\u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u9805\u76ee\u5316\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u65e5\u4ed8\u3068\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u5224\u5225 | \u30da\u30fc\u30b8\u306e\u984c\u540d\u3068\u672c\u6587\u304b\u3089\u3001\u7a2e\u985e\u306e\u4e00\u89a7\uff08\u6d77\u6280\u8cc7\u683c\u30fb\u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u30fb\u57fa\u672c\u8a13\u7df4\u30fb\u4e0a\u7d1a\u6d88\u706b\u30fb\u533b\u7642\u306e\u5fdc\u6025\u624b\u5f53\u30fb\u8239\u306e\u7a2e\u985e\u3054\u3068\u306e\u8a13\u7df4\u30fb\u5065\u5eb7\u8a3c\u660e\u66f8\u30fb\u305d\u306e\u4ed6\uff09\u306e\u3069\u308c\u304b\u3092\u4ed8\u3051\u3001\u6839\u62e0\u306e\u6587\u3092\u5199\u3059 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u9805\u76ee\u5316 | \u8077\u52d9\u306e\u7bc4\u56f2\u306e\u6587\u3068\u5236\u9650\u306e\u6587\u3092\u3001\u8077\u52d9\u30fb\u8239\u306e\u5927\u304d\u3055\u3084\u6a5f\u95a2\u306e\u51fa\u529b\u306e\u6761\u4ef6\u30fb\u5236\u9650\u306e\u6709\u7121\u306b\u5206\u3051\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n| \u4f9d\u983c\u306e\u4e0b\u66f8\u304d | \u8db3\u308a\u306a\u3044\u3082\u306e\u30fb\u5207\u308c\u308b\u3082\u306e\u3054\u3068\u306b\u3001\u914d\u4e57\u4f1a\u793e\u306b\u9001\u308b\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u3054\u3068\u306e\u5b9a\u578b\u306e\u6587\u306b\u9650\u308b |\n\n**\u7a2e\u985e\u306e\u5224\u5225\u306f\u3001\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u306e\u7167\u5408\u306e\u524d\u63d0\u3067\u3059\u3002** \u5224\u5225\u3092\u8aa4\u308b\u3068\u3001\u8db3\u308a\u3066\u3044\u308b\u8cc7\u683c\u3092\u300c\u8db3\u308a\u306a\u3044\u300d\u3068\u51fa\u3057\u3001\u8db3\u308a\u306a\u3044\u8cc7\u683c\u3092\u300c\u3042\u308b\u300d\u3068\u6271\u3044\u307e\u3059\u3002**`unknown` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u3082\u306e\u306f\u3001\u5fc5\u305a\u4eba\u304c\u539f\u672c\u3067\u898b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u914d\u4e57\u306e\u8cac\u4efb\u8005\u304c\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u624b\u9806\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u306e\u8a08\u7b97\u3068\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u65e5\u4ed8\u3067\u6c7a\u3081\u308b |\n| \u8077\u52d9\u306e\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u8aad\u3080 | \u300cOfficer in charge of a navigational watch\u300d\u3092\u4e0a\u306e\u8077\u52d9\u306b\u8aad\u307f\u5e83\u3052\u306a\u3044 |\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306e\u5224\u65ad | \u767a\u884c\u56fd\u306e\u7167\u4f1a\u306e\u624b\u6bb5\u3067\u78ba\u304b\u3081\u308b |\n| \u5065\u5eb7\u306e\u72b6\u614b\u306e\u63a8\u3057\u91cf\u308a | \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650\u306e\u6b04\u3092\u5199\u3059\u3060\u3051 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u8077\u52d9\u3088\u308a\u4e0a\u306e\u8077\u52d9\u3067\u306e\u4e57\u8239\u3092\u4e88\u5b9a\u3057\u3066\u3044\u3066\u3082\u3001AI\u306f\u300c\u822a\u6d77\u58eb\u306e\u8cc7\u683c\u304c\u3042\u308b\u300d\u3068\u8aad\u307f\u304c\u3061\u3067\u3059\u3002**\u6307\u793a\u3067\u300c\u66f8\u304b\u308c\u305f\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u8fd4\u3057\u3001\u4e0a\u306e\u8077\u52d9\u306b\u5f53\u3066\u306f\u3081\u306a\u3044\u300d\u3068\u7e1b\u308a\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\u8239\u8236\u7ba1\u7406\u4f1a\u793e\u306e\u8239\u54e1\u90e8\u3067\u3001\u5916\u56fd\u4eba\u8239\u54e1\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3092\u78ba\u304b\u3081\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u30da\u30fc\u30b8\u3054\u3068\u306e\u6587\u300d\u3068\u300c\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u306e\u4e00\u89a7\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u30da\u30fc\u30b8\u3054\u3068\u306b\u3001cert_type \u3092\u7a2e\u985e\u306e\u4e00\u89a7\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u524d\u306e\u30da\u30fc\u30b8\u306e\u8a3c\u660e\u66f8\u306e\u7d9a\u304d\u306a\u3089 continuation\u3001\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3051\u308c\u3070 unknown \u3067\u3059\u3002\n- \u5224\u65ad\u306b\u4f7f\u3063\u305f\u984c\u540d\u3084\u672c\u6587\u306e\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u3068\u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\n  \u8077\u52d9\u306e\u7bc4\u56f2\uff08capacity\uff09\u3068\u5236\u9650\uff08limitations\uff09\u306e\u6587\u3092\u3001\u884c\u3054\u3068\u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u6761\u7d04\u306e\u898f\u5247\u3084\u57fa\u6e96\u306e\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u305f\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e0a\u306e\u8077\u52d9\u3084\u5225\u306e\u8077\u52d9\u306b\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5236\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300cNone\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 None \u3068\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6709\u52b9\u671f\u9650\u306e\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8cc7\u683c\u304c\u8db3\u308a\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u9069\u5426\u3068\u5236\u9650\u306e\u6b04\u306e\u6587\u3060\u3051\u3092\u5199\u3057\u3001\u75c5\u540d\u3084\u691c\u67fb\u306e\u7d50\u679c\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306f unknown \u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u75c5\u540d\u3084\u691c\u67fb\u306e\u7d50\u679c\u3092\u5199\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u306f\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u304c\u5065\u5eb7\u306e\u60c5\u5831\u3092\u542b\u3080\u304b\u3089\u3067\u3059\u3002** \u53f0\u5e33\u306b\u8981\u308b\u306e\u306f\u3001\u9069\u5426\u30fb\u5236\u9650\u30fb\u6709\u52b9\u671f\u9650\u3060\u3051\u3067\u3059\u3002**\u5fc5\u8981\u306e\u7121\u3044\u5065\u5eb7\u306e\u60c5\u5831\u3092\u51fa\u529b\u306b\u6b8b\u3055\u306a\u3044\u3053\u3068\u3067\u3001\u4fdd\u5b58\u3059\u308b\u5834\u6240\u3082\u5e83\u3052\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306e\u6307\u793a\u306f\u77ed\u304f\u3057\u307e\u3059\u3002\u300c\u7406\u7531\uff08missing_cert\uff0fexpires_during_contract\uff0fname_mismatch\uff0funreadable\uff09\u3054\u3068\u306b\u3001\u8239\u54e1\u306e\u6c0f\u540d\u30fb\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u30fb\u8077\u52d9\u30fb\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u671f\u9650\u3092\u6e21\u3055\u308c\u305f\u5024\u306e\u307e\u307e\u66f8\u304d\u3001\u5dee\u3057\u66ff\u3048\u304b\u66f4\u65b0\u3057\u305f\u8a3c\u660e\u66f8\u306e\u9001\u4ed8\u3092\u304a\u9858\u3044\u3059\u308b\u5f62\u306b\u3059\u308b\u3002\u4e57\u8239\u306e\u53ef\u5426\u306b\u89e6\u308c\u306a\u3044\u300d\u3068\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u8ee2\u8a18\u306e\u6848\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u30da\u30fc\u30b8\u3054\u3068\u306e\u5224\u5225\u306f Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"crew_no\": \"C-20451\",\n  \"assignment\": { \"vessel\": \"MV EXAMPLE\", \"vessel_type\": \"oil_tanker\", \"rank\": \"2nd Officer\",\n                  \"sign_on\": \"2026-11-10\", \"contract_end_with_margin\": \"2027-09-10\" },\n  \"certificates\": [\n    { \"page\": 1, \"cert_type\": \"coc\", \"cert_no\": \"\", \"issuer\": \"\",\n      \"expiry\": \"2029-03-14\", \"capacity\": [\"Officer in charge of a navigational watch\"],\n      \"limitations\": \"None\", \"evidence\": \"\" },\n    { \"page\": 9, \"cert_type\": \"medical\", \"expiry\": \"2027-05-02\", \"fit_for_duty\": \"fit\" }\n  ],\n  \"missing\": [ \"oil_tanker_basic_training\" ],\n  \"expires_during_contract\": [ { \"cert_type\": \"medical\", \"expiry\": \"2027-05-02\" } ],\n  \"name_check\": \"matched\",\n  \"actions\": [ \"missing_cert\", \"expires_during_contract\" ],\n  \"min_confidence\": 94.8\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u7a2e\u985e\u3054\u3068\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u7a2e\u985e\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u3069\u306e\u7a2e\u985e\u304c\u671f\u9593\u4e2d\u306b\u5207\u308c\u308b\u304b\u304c\u5206\u304b\u308c\u3066\u51fa\u308b\u306e\u3067\u3001**\u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u3092\u7a2e\u985e\u3054\u3068\u306b\u66f8\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`capacity` \u3092\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u4e88\u5b9a\u306e\u8077\u52d9\u3068\u7167\u3089\u3059\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3001**\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3092\u8239\u54e1\u90e8\u304c\u6301\u3061\u3001\u7167\u3089\u3057\u305f\u7d50\u679c\u3092 `actions` \u306b\u51fa\u3057\u307e\u3059\u3002**\n\n| `actions` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| missing_cert | \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u306e\u7a2e\u985e\u304c\u4e00\u5f0f\u306b\u7121\u3044 |\n| expires_during_contract | \u6709\u52b9\u671f\u9650\u304c\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\uff08\u4f59\u88d5\u8fbc\u307f\uff09\u3088\u308a\u524d |\n| expired | \u6709\u52b9\u671f\u9650\u304c\u4e57\u8239\u4e88\u5b9a\u65e5\u3088\u308a\u524d |\n| capacity_check | `capacity` \u304c\u4e88\u5b9a\u306e\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u306b\u5f53\u305f\u3089\u306a\u3044 |\n| name_mismatch | \u6c0f\u540d\u304b\u751f\u5e74\u6708\u65e5\u304c\u53f0\u5e33\u3068\u5408\u308f\u306a\u3044 |\n| unreadable | `unknown` \u306e\u30da\u30fc\u30b8\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u3092\u4eba\u306b\u56de\u3057\u305f |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u8239\u54e1\u3068\u4e57\u8239\u4e88\u5b9a\u3092\u30d5\u30a9\u30eb\u30c0\u3067\u6c7a\u3081\u308b |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u884c\u30fb\u4fe1\u983c\u5ea6 |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | JobTag \u3067\u4e57\u8239\u4e88\u5b9a\u3092\u77e5\u308b |\n| \u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u4e57\u8239\u306e\u4e88\u5b9a\u3068\u53f0\u5e33\u3092\u66f8\u304d\u51fa\u3057\u3066\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u7a2e\u985e\u306e\u5224\u5225\u3001\u8077\u52d9\u3068\u5236\u9650\u306e\u9805\u76ee\u5316\u3001\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u914d\u4e57\u306e\u62c5\u5f53\u8005 | \u8ee2\u8a18\u306e\u6848\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u53f0\u5e33\u3078\u306e\u767b\u9332\u3001\u4f9d\u983c\u306e\u9001\u4fe1 |\n\n**\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067\u6709\u52b9\u671f\u9650\u304c\u5ef6\u3073\u305f\u307e\u307e\u767b\u9332\u3055\u308c\u308b\u3068\u3001**\u6bce\u9031\u306e\u671f\u9650\u306e\u78ba\u8a8d\u3067\u3082\u6c17\u3065\u3051\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u8ee2\u8a18\u306e\u6848\u3092\u898b\u307e\u3059\u3002** \u898b\u308b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\n\n1. **`name_mismatch` \u3068 `unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5225\u4eba\u306e\u8a3c\u660e\u66f8\u306e\u6df7\u5165\u304b\u3001\u8aad\u307f\u53d6\u308a\u306e\u554f\u984c\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`missing_cert` \u3092\u898b\u308b** \u2026 \u4e00\u5f0f\u306b\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u7a2e\u985e\u306e\u5224\u5225\u306e\u8aa4\u308a\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`expires_during_contract` \u3068 `expired` \u3092\u898b\u308b** \u2026 \u539f\u672c\u3067\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u3001\u914d\u4e57\u4f1a\u793e\u306b\u66f4\u65b0\u3092\u983c\u307f\u307e\u3059\n4. **`capacity_check` \u3092\u898b\u308b** \u2026 \u8077\u52d9\u306e\u7bc4\u56f2\u3068\u5236\u9650\u306e\u539f\u6587\u3092\u8aad\u307f\u3001**\u4e88\u5b9a\u306e\u8077\u52d9\u306b\u8db3\u308a\u308b\u304b\u3092\u914d\u4e57\u306e\u8cac\u4efb\u8005\u306b\u78ba\u304b\u3081\u307e\u3059**\n5. **\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u4f9d\u983c\u3092\u9001\u308b** \u2026 **\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059**\n\n**\u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306f\u3001\u8aad\u307f\u53d6\u308a\u3067\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002** IMO \u306e\u901a\u77e5\u3067\u306f\u3001\u4ed6\u56fd\u306e\u8cc7\u683c\u3092\u8a8d\u3081\u308b\u53d6\u308a\u6c7a\u3081\u3067\u3001**\u8cc7\u683c\u3092\u8a8d\u3081\u308b\u5074\u304c\u767a\u884c\u56fd\u306b\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u6027\u3084\u5185\u5bb9\u3092\u7167\u4f1a\u3059\u308b\u624b\u9806**\u3092\u5b9a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u7591\u3044\u306e\u3042\u308b\u3082\u306e\u306f\u3001\u767a\u884c\u56fd\u306e\u7167\u4f1a\u306e\u624b\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u914d\u4e57\u4f1a\u793e\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| 1\u30da\u30fc\u30b8\u306b\u8907\u6570\u306e\u8a3c\u660e\u66f8 | \u7a2e\u985e\u306e\u5224\u5225\u3067 `unknown`\u3002\u4eba\u304c\u5206\u3051\u308b |\n| \u82f1\u8a9e\u306e\u7121\u3044\u8a3c\u660e\u66f8 | \u5bfe\u5fdc\u8a00\u8a9e\u306e\u5916\u3002\u4eba\u304c\u8aad\u3080 |\n| \u6709\u52b9\u671f\u9650\u306e\u7121\u3044\u8a3c\u660e\u66f8 | \u671f\u9650\u306e\u7121\u3044\u7a2e\u985e\u304b\u3092\u8868\u3067\u78ba\u304b\u3081\u3001\u7121\u3044\u7a2e\u985e\u3067\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u4e57\u8239\u4e2d\u306e\u5ef6\u9577 | \u65b0\u3057\u3044\u4e88\u5b9a\u671f\u9593\u3067\u6bce\u9031\u306e\u78ba\u8a8d\u3092\u3084\u308a\u76f4\u3059 |\n| \u540c\u3058\u7a2e\u985e\u306e\u8a3c\u660e\u66f8\u304c2\u679a\u3042\u308b | \u6709\u52b9\u671f\u9650\u306e\u65b0\u3057\u3044\u65b9\u3092\u6848\u306b\u3057\u3001\u53e4\u3044\u65b9\u3082\u4e26\u3079\u3066\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u65d7\u56fd\u306e\u627f\u8a8d\u306e\u88cf\u66f8\u306e\u671f\u9650\u304c\u8cc7\u683c\u3088\u308a\u5148\u306b\u5207\u308c\u308b | \u88cf\u66f8\u306e\u671f\u9650\u3067 `expires_during_contract` \u3092\u51fa\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u898b\u843d\u3068\u3057\u3084\u3059\u3044\u3067\u3059\u3002** \u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u304c\u6709\u52b9\u3067\u3082\u3001**\u65d7\u56fd\u304c\u305d\u308c\u3092\u8a8d\u3081\u305f\u88cf\u66f8\u306b\u306f\u5225\u306e\u671f\u9650\u304c\u3042\u308a\u3001\u5148\u306b\u5207\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u88cf\u66f8\u3068\u8cc7\u683c\u3092\u5225\u306e\u7a2e\u985e\u3068\u3057\u3066\u8868\u306b\u6301\u3061\u3001\u305d\u308c\u305e\u308c\u306e\u671f\u9650\u3067\u7167\u3089\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4e00\u5f0f\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u8239\u54e1\u30fb\u4e57\u8239\u4e88\u5b9a\u30fb\u53d7\u9818\u65e5\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\n- \u30da\u30fc\u30b8\u3054\u3068\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u6839\u62e0\u306e\u6587\u3001\u8ee2\u8a18\u306e\u6848\u3001\u7167\u5408\u306e\u7d50\u679c\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240** \u2026 \u3069\u306e\u30da\u30fc\u30b8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u914d\u4e57\u4f1a\u793e\u3078\u306e\u4f9d\u983c\u3068\u3001\u5c4a\u3044\u305f\u5dee\u3057\u66ff\u3048\u306e\u8a3c\u660e\u66f8\n- \u6bce\u9031\u306e\u671f\u9650\u306e\u78ba\u8a8d\u306e\u7d50\u679c\n\n**\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u539f\u672c\u306f\u3001\u307b\u304b\u306e\u8a3c\u660e\u66f8\u3068\u540c\u3058\u5834\u6240\u306b\u7f6e\u304b\u305a\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308a\u307e\u3059\u3002** \u53f0\u5e33\u306b\u306f\u9069\u5426\u30fb\u5236\u9650\u30fb\u671f\u9650\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u4e57\u8239\u3057\u305f\u8239\u54e1\u306e\u4e00\u5f0f\u304b\u3089\u3001\u914d\u4e57\u4f1a\u793e\u3068\u767a\u884c\u56fd\u306e\u9055\u304610\u4eba\u5206\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4eba\u306f\u3001\u30bf\u30f3\u30ab\u30fc\u306e\u8077\u54e1\u3068\u3001\u671f\u9593\u4e2d\u306b\u671f\u9650\u304c\u5207\u308c\u305f\u3053\u3068\u304c\u3042\u3063\u305f\u4eba\u3092\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 Textract \u306e\u6587\u66f8\u5206\u6790\u3092\u958b\u304d\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u4e0a\u306e9\u3064\u306e\u554f\u3044\u3092\u5165\u308c\u3001\u5bfe\u8c61\u3092\u5168\u30da\u30fc\u30b8\u306b\u3057\u3066\u8aad\u307f\u53d6\u308b\n3. \u7b54\u3048\u3092\u3001\u5f53\u6642\u53f0\u5e33\u306b\u5199\u3057\u305f\u5024\u3068\u4e26\u3079\u308b\n4. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u30da\u30fc\u30b8\u3054\u3068\u306e\u6587\u3092\u8cbc\u308a\u3001\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3092\u5224\u5225\u3055\u305b\u308b\n5. \u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u4e88\u5b9a\u671f\u9593\u306b\u7167\u3089\u3057\u305f\u7d50\u679c\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u3068\u6bd4\u3079\u308b\n\n**\u6700\u3082\u898b\u305f\u3044\u306e\u306f\u3001\u7a2e\u985e\u306e\u5224\u5225\u306e\u6b63\u3057\u3055\u3067\u3059\u3002** \u5224\u5225\u304c\u305d\u308d\u3048\u3070\u3001\u5f8c\u306e\u7167\u5408\u306f\u8868\u3068\u65e5\u4ed8\u306e\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u9805\u76ee\u304c\u53d6\u308c\u3001\u7a2e\u985e\u306e\u5224\u5225\u3082\u5f53\u6642\u306e\u78ba\u8a8d\u3068\u5408\u3063\u305f | **\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3068\u306e\u7167\u5408\u306b\u9032\u3080** |\n| 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u7b54\u3048\u304c\u7a7a\u3060\u3063\u305f | \u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u306e\u6307\u5b9a\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u66f4\u65b0\u306e\u4fee\u4e86\u8a3c\u3092\u5143\u306e\u4fee\u4e86\u8a3c\u3068\u53d6\u308a\u9055\u3048\u305f | \u7a2e\u985e\u306e\u4e00\u89a7\u306e\u8aac\u660e\u3068\u6307\u793a\u3067\u76f4\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u753b\u50cf\u304c\u591a\u3044\u914d\u4e57\u4f1a\u793e\u306f\u3001\u5225\u306b\u898b\u3066\u304a\u304d\u307e\u3059\u3002** \u50be\u304d\u3084\u5f71\u3067\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u4e0b\u304c\u308b\u306a\u3089\u3001**AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u30b9\u30ad\u30e3\u30ca\u30fc\u3067\u306ePDF\u3092\u914d\u4e57\u4f1a\u793e\u306b\u983c\u3080\u307b\u3046\u304c\u3001\u6307\u793a\u3092\u5de5\u592b\u3059\u308b\u3088\u308a\u78ba\u5b9f\u3067\u3059\u3002","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4e00\u5f0f\u3092\u8aad\u307f\u53d6\u308a\u3001\u7a2e\u985e\u306e\u5224\u5225\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u884c\u3046 \uff0f \u9805\u76ee\u3092\u5199\u3059\u624b\u4f5c\u696d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u7a2e\u985e\u306e\u5224\u5225\u30fb\u8ee2\u8a18\u306e\u6848\u30fb\u5fc5\u8981\u306a\u8cc7\u683c\u3068\u4e88\u5b9a\u671f\u9593\u3068\u306e\u7167\u5408\u30fb\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u8ee2\u8a18\u306e\u6848\u3068\u78ba\u8a8d\u4e8b\u9805\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u8239\u54e1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u9023\u643a\u3057\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u5024\u3092\u53f0\u5e33\u306b\u767b\u9332\u3057\u3001\u914d\u4e57\u306e\u4e88\u5b9a\u3092\u7acb\u3066\u308b\u753b\u9762\u306b\u4e0d\u8db3\u3068\u671f\u9650\u306e\u8b66\u544a\u3092\u51fa\u3059 \uff0f \u53f0\u5e33\u306e\u66f4\u65b0\u3068\u914d\u4e57\u306e\u8a08\u753b\u306e\u524d\u306e\u78ba\u8a8d","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef630\u5206\u304c9\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5199\u3059\u4f5c\u696d\u3068\u8868\u3068\u306e\u7167\u5408\u306f\u7121\u304f\u306a\u308a\u3001**\u4eba\u306f\u62fe\u308f\u308c\u305f\u4e8b\u9805\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u3001\u53f0\u5e33\u306b\u767b\u9332\u3057\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u7ba1\u7406\u3059\u308b\u8239\u306e\u591a\u3044\u4f1a\u793e\u3067\u691c\u8a0e\u3057\u307e\u3059\u3002** \u914d\u4e57\u306e\u4e88\u5b9a\u3092\u7acb\u3066\u308b\u6bb5\u968e\u3067\u4e0d\u8db3\u304c\u898b\u3048\u308c\u3070\u3001**\u5019\u88dc\u306e\u8239\u54e1\u3092\u9078\u3076\u524d\u306b\u6c17\u3065\u3051\u307e\u3059\u3002** \u305d\u306e\u305f\u3081\u306b\u306f\u3001\u534a\u81ea\u52d5\u5316\u3067\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3092\u534a\u5e74\u56de\u3057\u3066\u56fa\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u78ba\u8a8d\u4e8b\u9805\u3092\u6570\u304b\u6708\u898b\u308b\u3068\u3001`missing_cert` \u304c\u591a\u304f\u51fa\u308b\u914d\u4e57\u4f1a\u793e\u3068\u3001\u7a2e\u985e\u306e\u5224\u5225\u304c\u5206\u304b\u308c\u3084\u3059\u3044\u767a\u884c\u56fd\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u914d\u4e57\u4f1a\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3068\u7a2e\u985e\u306e\u4e00\u89a7\u306e\u8aac\u660e\u3067\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u8aa4\u3063\u305f\u8b66\u544a\u3067\u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u8b66\u544a\u3092\u898b\u306a\u304f\u306a\u308b\u4e8b\u614b\u3092\u9632\u3052\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u304c\u7a7a | **\u65e2\u5b9a\u306f1\u30da\u30fc\u30b8\u76ee\u3060\u3051\u3002** `Pages` \u306b `[\"*\"]` \u3092\u5165\u308c\u308b |\n| \u6708\u3068\u65e5\u3092\u53d6\u308a\u9055\u3048\u3066\u671f\u9650\u304c\u305a\u308c\u308b | \u767a\u884c\u56fd\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u3001\u65e5\u304c12\u4ee5\u4e0b\u306e\u6570\u5b57\u3060\u3051\u306e\u65e5\u4ed8\u306f\u4eba\u3078 |\n| \u4e57\u8239\u306e\u65e5\u3060\u3051\u3067\u671f\u9650\u3092\u898b\u308b | \u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\uff08\u4f59\u88d5\u8fbc\u307f\uff09\u3068\u7167\u3089\u3059 |\n| AI\u304c\u8077\u52d9\u3092\u4e0a\u306e\u8077\u52d9\u306b\u8aad\u307f\u5e83\u3052\u308b | \u66f8\u304b\u308c\u305f\u8077\u52d9\u306e\u8a00\u8449\u306e\u307e\u307e\u8fd4\u3055\u305b\u308b |\n| \u88cf\u66f8\u306e\u671f\u9650\u3092\u898b\u843d\u3068\u3059 | \u8cc7\u683c\u3068\u88cf\u66f8\u3092\u5225\u306e\u7a2e\u985e\u3068\u3057\u3066\u671f\u9650\u3092\u7167\u3089\u3059 |\n| \u5065\u5eb7\u306e\u60c5\u5831\u304c\u51fa\u529b\u306b\u6b8b\u308b | \u9069\u5426\u30fb\u5236\u9650\u30fb\u671f\u9650\u3060\u3051\u3092\u5199\u3055\u305b\u308b |\n| \u53e4\u3044\u8a3c\u660e\u66f8\u3092\u6848\u306b\u63a1\u3063\u3066\u3057\u307e\u3046 | \u540c\u3058\u7a2e\u985e\u304c2\u679a\u3042\u308c\u3070\u671f\u9650\u306e\u65b0\u3057\u3044\u65b9\u3092\u6848\u306b\u3057\u3001\u4e21\u65b9\u3092\u4e26\u3079\u308b |\n| \u6c0f\u540d\u306e\u7db4\u308a\u306e\u9055\u3044\u3067\u5225\u4eba\u3068\u51fa\u308b | \u59d3\u3068\u540d\u306e\u9806\u3068\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u3092\u6574\u3048\u3001\u751f\u5e74\u6708\u65e5\u3068\u5408\u308f\u305b\u3066\u7167\u3089\u3059 |\n| Bedrock \u3067\u69cb\u9020\u5316\u51fa\u529b\u304c\u4f7f\u3048\u306a\u3044 | Claude API \u3092\u76f4\u63a5\u4f7f\u3046\u304b\u3001\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 1\u884c\u76ee\u306f\u8aad\u307f\u53d6\u308a\u30921\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u3057\u30012\u884c\u76ee\u30683\u884c\u76ee\u306f\u671f\u9650\u306e\u78ba\u8a8d\u3092\u5d29\u3057\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u3068\u65e5\u4ed8\u306e\u8aad\u307f\u65b9\u3092\u6700\u521d\u306b\u56fa\u3081\u3066\u304a\u3051\u3070\u3001\u53f0\u5e33\u306e\u671f\u9650\u3092\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u306b\u3067\u304d\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8239\u54e1\u306e\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u56fd\u7c4d\u3001\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u756a\u53f7\u3001\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u9069\u5426\u3068\u5236\u9650\u3067\u3059\u3002**\u5065\u5eb7\u8a3c\u660e\u66f8\u306f\u5065\u5eb7\u306e\u60c5\u5831\u3092\u542b\u307f\u3001\u614e\u91cd\u306b\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u7a2e\u985e\u306e\u5224\u5225\u306b\u306f\u30da\u30fc\u30b8\u306e\u6587\u3092\u6e21\u3057\u307e\u3059\u304c\u3001**\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u306f\u984c\u540d\u3068\u9069\u5426\u30fb\u5236\u9650\u30fb\u671f\u9650\u306e\u884c\u3060\u3051\u306b\u7d5e\u3063\u3066\u6e21\u3057\u307e\u3059**\n2. **\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\u306e\u6a29\u9650\u3092\u7d5e\u308b** \u2026 S3 \u306e\u30d5\u30a9\u30eb\u30c0\u306f\u8239\u54e1\u90e8\u3068\u51e6\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u304c\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u3001**\u7d50\u679c\u306f KMSKeyId \u3092\u6307\u5b9a\u3057\u305f\u6697\u53f7\u5316\u3067\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u53f0\u5e33\u3092\u81ea\u52d5\u3067\u66f4\u65b0\u3057\u306a\u3044** \u2026 \u6709\u52b9\u671f\u9650\u3068\u7a2e\u985e\u306f\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u767b\u9332\u3057\u307e\u3059\n4. **\u4e57\u8239\u306e\u53ef\u5426\u3092\u3053\u306e\u69cb\u6210\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u62fe\u308f\u308c\u305f\u4e8b\u9805\u306f\u78ba\u304b\u3081\u308b\u70b9\u3067\u3001**\u4e57\u8239\u3055\u305b\u308b\u304b\u306f\u914d\u4e57\u306e\u8cac\u4efb\u8005\u304c\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u624b\u9806\u3067\u6c7a\u3081\u307e\u3059**\n5. **\u4f9d\u983c\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\n6. **\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u4e0b\u8239\u3057\u305f\u8239\u54e1\u306e\u8a3c\u660e\u66f8\u3092\u3044\u3064\u307e\u3067\u6301\u3064\u304b\u3092\u3001\u81ea\u793e\u306e\u898f\u7a0b\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\n7. **\u914d\u4e57\u4f1a\u793e\u3068\u9001\u308a\u65b9\u3092\u6c7a\u3081\u308b** \u2026 \u4e00\u5f0f\u3092\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3067\u9001\u308b\u306e\u3092\u3084\u3081\u3001**\u53d7\u3051\u53d6\u308a\u5c02\u7528\u306e\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u3044\u3066\u3082\u3089\u3046**\u307b\u3046\u304c\u3001\u8aa4\u9001\u4fe1\u3068\u4fdd\u5b58\u5148\u306e\u6563\u3089\u3070\u308a\u3092\u9632\u3052\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u671f\u9650\u5207\u308c\u3084\u8cc7\u683c\u306e\u8db3\u308a\u306a\u3044\u8239\u54e1\u3092\u4e57\u8239\u3055\u305b\u308b\u3053\u3068\u3068\u3001\u8cc7\u683c\u306e\u305d\u308d\u3063\u305f\u8239\u54e1\u3092\u4e0d\u8db3\u3068\u8aa4\u3063\u3066\u914d\u4e57\u3092\u9045\u3089\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u4e88\u5b9a\u671f\u9593\u306e\u7d42\u308f\u308a\u3068\u306e\u7167\u5408\u3068\u4eba\u306e\u78ba\u8a8d\u3067\u3001\u5f8c\u8005\u306f\u7a2e\u985e\u306e\u5224\u5225\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u4f9d\u983c\u3059\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5916\u56fd\u7c4d\u306e\u8239\uff08\u4fbf\u5b9c\u7f6e\u7c4d\u8239\u306a\u3069\uff09\u3092\u6570\u5341\u96bb\u7ba1\u7406\u3057\u3001\u30d5\u30a3\u30ea\u30d4\u30f3\u30fb\u30a4\u30f3\u30c9\u306a\u3069\u306e\u914d\u4e57\u4f1a\u793e\u3092\u901a\u3058\u3066\u5916\u56fd\u4eba\u8239\u54e1\u3092\u914d\u4e57\u3057\u3066\u3044\u308b\u8239\u8236\u7ba1\u7406\u4f1a\u793e\u3002\u8239\u54e1\u306e\u4ea4\u4ee3\u306e\u305f\u3073\u306b\u3001\u914d\u4e57\u4f1a\u793e\u304b\u3089\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u4e00\u5f0f\u304cPDF\u3067\u5c4a\u304d\u3001\u914d\u4e57\u306e\u62c5\u5f53\u8005\u304c\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u6709\u52b9\u671f\u9650\u3092\u4e57\u7d44\u54e1\u53f0\u5e33\u306b\u624b\u3067\u5199\u3057\u3001\u4e57\u8239\u4e88\u5b9a\u306e\u8239\u3068\u8077\u52d9\u306b\u5fc5\u8981\u306a\u8cc7\u683c\u3092\u76ee\u3067\u78ba\u304b\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u4e57\u8239\u306e\u671f\u9593\u4e2d\u306b\u5065\u5eb7\u8a3c\u660e\u66f8\u3084\u8a13\u7df4\u306e\u4fee\u4e86\u8a3c\u304c\u5207\u308c\u308b\u3053\u3068\u306b\u4e57\u8239\u5f8c\u306b\u6c17\u3065\u304f\u3001\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u8d77\u304d\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u7ba1\u7406\u3059\u308b\u8239\u304c\u6570\u96bb\u3067\u3001\u4e57\u7d44\u54e1\u306e\u4ea4\u4ee3\u304c\u6708\u306b\u6570\u4eba\u306e\u5834\u5408\u3002\u914d\u4e57\u4f1a\u793e\u306e\u8239\u54e1\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u8cc7\u683c\u306e\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08\u8aad\u307f\u53d6\u308a\u306f\u8981\u3089\u305a\u3001\u53d7\u3051\u53d6\u3063\u305f\u5024\u3092\u78ba\u304b\u3081\u308c\u3070\u8db3\u308a\u307e\u3059\uff09\u3002\u8a3c\u660e\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u3060\u3051\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3046\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u82f1\u8a9e\u306a\u30696\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u8239\u54e1\u3092\u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8cc7\u683c\u304c\u8077\u52d9\u306b\u8db3\u308a\u308b\u304b\u306e\u6700\u7d42\u306e\u5224\u65ad\u306f\u3001\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u5b89\u5168\u7ba1\u7406\u306e\u624b\u9806\u306b\u57fa\u3065\u3044\u3066\u914d\u4e57\u306e\u8cac\u4efb\u8005\u304c\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u78ba\u304b\u3081\u308b\u3079\u304d\u70b9\u3092\u62fe\u3046\u307e\u3067\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u5fc5\u8981\u306a\u8cc7\u683c\u306e\u8868\u3092\u6574\u3048\u308b**\n\n\u8239\u54e1\u90e8\u306e\u8cac\u4efb\u8005\u304c\u3001\u7ba1\u7406\u3059\u308b\u8239\u306e\u7a2e\u985e\u3068\u8077\u52d9\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u3001**\u5fc5\u8981\u306a\u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3068\u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9650\u306e\u4e0a\u9650**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u4ea4\u4ee3\u306e\u591a\u3044\u8077\u52d9\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a10\u4eba\u5206\u3067\u8aad\u307f\u53d6\u308a\u3092\u8a66\u3059**\n\n\u767a\u884c\u56fd\u306e\u9055\u304610\u4eba\u5206\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5f53\u6642\u306e\u53f0\u5e33\u3068\u4e26\u3079\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u3092\u5168\u30da\u30fc\u30b8\u306b\u3057\u305f\u304b\u3001\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u304c\u7121\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7a2e\u985e\u306e\u5224\u5225\u3092\u78ba\u304b\u3081\u308b**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306710\u4eba\u5206\u306e\u7a2e\u985e\u3092\u5224\u5225\u3057\u3001**\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u898b\u5206\u3051\u3068\u6bd4\u3079\u307e\u3059\u3002** \u66f4\u65b0\u306e\u4fee\u4e86\u8a3c\u3068\u5143\u306e\u4fee\u4e86\u8a3c\u306e\u53d6\u308a\u9055\u3048\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u4fdd\u5b58\u304b\u3089\u7167\u5408\u306e\u7d50\u679c\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u7a2e\u985e\u3092\u5224\u5225\u3057\u3001\u8868\u3068\u4e88\u5b9a\u671f\u9593\u306b\u7167\u3089\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u6bce\u9031\u306e\u4e57\u8239\u4e2d\u306e\u5168\u54e1\u306e\u671f\u9650\u306e\u78ba\u8a8d\u3082\u3053\u3053\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u3001`missing_cert` \u3068 `expires_during_contract` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef630\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u3001\u8077\u52d9\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3092\u80b2\u3066\u307e\u3059\u3002**\u4e57\u8239\u306e\u671f\u9593\u4e2d\u306e\u671f\u9650\u5207\u308c\u304c\u4e57\u8239\u306e\u524d\u306b\u62fe\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-1131","UC-0049","UC-0667","UC-0718"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3042\u308b\u3053\u3068\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3001\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u4ef6\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-14 |\n| StartDocumentAnalysis \u306e FeatureTypes \u306b QUERIES\u30fbFORMS \u306a\u3069\u304c\u3042\u308b\u3053\u3068\u3002\u6587\u66f8\u3092 S3 \u306b\u7f6e\u304f\u3053\u3068\u3002\u5b8c\u4e86\u306e\u72b6\u614b\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002ClientRequestToken \u3067\u540c\u3058\u30b8\u30e7\u30d6\u306e\u4e8c\u91cd\u306e\u958b\u59cb\u3092\u9632\u3052\u308b\u3053\u3068\u3002JobTag \u304c\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002KMSKeyId \u3067\u7d50\u679c\u3092\u6697\u53f7\u5316\u3067\u304d\u308b\u3053\u3068\u3002JobId \u304c7\u65e5\u9593\u3060\u3051\u6709\u52b9\u3067\u3042\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-14 |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u3002`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [AWS: Query\uff08Amazon Textract API\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-14 |\n| `output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b\u3053\u3068\u3002\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002Amazon Bedrock \u3067\u306f\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-14 |\n| STCW \u6761\u7d04\u304c1978\u5e74\u306b\u63a1\u629e\u3055\u308c1984\u5e74\u306b\u767a\u52b9\u3057\u305f\u3053\u3068\u30022010\u5e74\u306e\u30de\u30cb\u30e9\u6539\u6b63\u3067\u3001\u6d77\u6280\u8cc7\u683c\u306e\u8a3c\u660e\u66f8\u306e\u4e0d\u6b63\u306e\u9632\u6b62\u3068\u5065\u5eb7\u306e\u57fa\u6e96\u304c\u5f37\u3081\u3089\u308c\u305f\u3053\u3068 | [IMO: International Convention on Standards of Training, Certification and Watchkeeping for Seafarers](https:\/\/www.imo.org\/en\/ourwork\/humanelement\/pages\/stcw-convention.aspx) | 2026-10-14 |\n| STCW \u6761\u7d04\u306e\u898f\u5247 I\/10 \u306b\u3088\u308b\u4ed6\u56fd\u306e\u8cc7\u683c\u306e\u627f\u8a8d\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u6027\u3084\u5185\u5bb9\u3092\u7167\u4f1a\u3059\u308b\u624b\u9806\u3001\u627f\u8a8d\u306e\u88cf\u66f8\u306e\u53d6\u6d88\u3057\u306e\u901a\u77e5\u306e\u624b\u9806\u3092\u5b9a\u3081\u3066\u304a\u304f\u3053\u3068 | [IMO: MSC.1\/Circ.1450](https:\/\/wwwcdn.imo.org\/localresources\/en\/OurWork\/HumanElement\/Documents\/1450.pdf) | 2026-10-14 |\n| \u5065\u5eb7\u8a3c\u660e\u66f8\u306e\u6709\u52b9\u671f\u9593\u304c\u6700\u95772\u5e74\uff0818\u6b73\u672a\u6e80\u306f1\u5e74\uff09\u3001\u8272\u899a\u306e\u8a3c\u660e\u304c\u6700\u95776\u5e74\u3067\u3001\u3053\u308c\u3089\u306f\u4e0a\u9650\u3067\u3042\u308a\u56fd\u306f\u3082\u3063\u3068\u77ed\u3044\u671f\u9593\u3092\u5b9a\u3081\u3046\u308b\u3053\u3068 | [ILO: MLC, 2006 FAQ C1.2.b](https:\/\/faqmlc.ilo.org\/en\/?p=20431) | 2026-10-14 |\n\n**\u8239\u54e1\u3092\u4e57\u8239\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8cc7\u683c\u304c\u8077\u52d9\u306b\u8db3\u308a\u308b\u304b\u306f\u3001\u65d7\u56fd\u306e\u8981\u4ef6\u3068\u81ea\u793e\u306e\u5b89\u5168\u7ba1\u7406\u306e\u624b\u9806\u306b\u57fa\u3065\u3044\u3066\u914d\u4e57\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u88fd\u54c1\u306e\u4ed5\u69d8\u3068\u8cc7\u6599\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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