{"id":16247,"date":"2026-10-23T17:54:45","date_gmt":"2026-10-23T08:54:45","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-cargo-insurance-certificate\/"},"modified":"2026-10-23T17:54:45","modified_gmt":"2026-10-23T08:54:45","slug":"en-cargo-insurance-certificate","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-cargo-insurance-certificate\/","title":{"rendered":"\u8f38\u5165\u306e\u6848\u4ef6\u3067\u6d77\u5916\u306e\u58f2\u308a\u624b\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u8ca8\u7269\u6d77\u4e0a\u4fdd\u967a\u306e\u4fdd\u967a\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u822a\u8def\u3092\u6848\u4ef6\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u3001\u6761\u4ef6\u306e\u4e0d\u8db3\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"

CIF\u3084CIP\u306e\u8f38\u5165\u3067\u58f2\u308a\u624b\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u822a\u8def\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u6848\u4ef6\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u4e0d\u8db3\u306e\u3042\u308b\u8a3c\u660e\u66f8\u3092\u8239\u306e\u5230\u7740\u524d\u306b\u6d17\u3044\u51fa\u3057\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u3068\u81ea\u793e\u3067\u306e\u8ffd\u52a0\u624b\u914d\u306e\u691c\u8a0e\u306b\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1674","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-23","tech_verified_date":"2026-10-15","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u7167\u5408\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u30021\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u4fdd\u5b58\u3059\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u304b\u3089\u81ea\u52d5\u3067\u53d6\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u58f2\u308a\u624b\u3054\u3068\u306b\u66f8\u304d\u65b9\u304c\u9055\u3044\u3001**\u53d6\u308a\u9055\u3048\u308b\u3068\u5225\u306e\u6848\u4ef6\u306e\u6761\u4ef6\u3067\u7167\u5408\u3059\u308b**\u305f\u3081\u3001\u6700\u521d\u306f\u4eba\u304c\u4ed8\u3051\u307e\u3059\u3002\n\n\u518d\u767a\u884c\u3055\u308c\u305f\u8a3c\u660e\u66f8\u306f\u3001\u5951\u7d04\u756a\u53f7\u306e\u672b\u5c3e\u306b\u7248\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4fdd\u967a\u8a3c\u660e\u66f8 | PDF\u3002\u8868\u9762\uff08\u4fdd\u967a\u91d1\u984d\u30fb\u822a\u8def\u30fb\u8ca8\u7269\uff09\u3068\u88cf\u9762\uff08\u7d04\u6b3e\u30fb\u8acb\u6c42\u306e\u624b\u9806\uff09 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u6848\u4ef6\u306e\u6761\u4ef6 | \u5951\u7d04\u756a\u53f7\u3001\u53d6\u5f15\u6761\u4ef6\u3001\u5951\u7d04\u91d1\u984d\u3001\u901a\u8ca8\u3001**\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3001\u4fdd\u967a\u91d1\u984d\u306e\u5272\u5408\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306e\u8981\u5426**\u3001\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u3001\u54c1\u540d | \u6848\u4ef6\u53f0\u5e33 |\n| \u8239\u7a4d\u306e\u60c5\u5831 | \u8239\u540d\u3001\u8239\u7a4d\u65e5\u3001\u4ed5\u51fa\u6e2f\u30fb\u4ed5\u5411\u6e2f\uff08\u8239\u8377\u8a3c\u5238\u306e\u5199\u3057\u304b\u3089\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306b\u5165\u308c\u305f\u3082\u306e\uff09 | \u6848\u4ef6\u53f0\u5e33 |\n| \u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7 | \u300cICC (A)\u300d\u300cInstitute Cargo Clauses (A)\u300d\u306a\u3069\u3001\u540c\u3058\u62c5\u4fdd\u6761\u4ef6\u306e\u5225\u306e\u66f8\u304d\u65b9 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u6c42\u3081\u308b\u6761\u4ef6\u304c\u6c7a\u307e\u3063\u305f\u5024\u3067\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7167\u5408\u306e\u898f\u5247\u304c\u66f8\u3051\u305a\u3001**\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u3001\u540c\u3058 (A) \u3092\u5225\u306e\u6761\u4ef6\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u4e00\u89a7\u306f\u8aad\u307f\u6163\u308c\u305f\u62c5\u5f53\u8005\u304c\u904e\u53bb\u306e\u8a3c\u660e\u66f8\u304b\u3089\u4f5c\u308a\u3001\u4e00\u89a7\u306b\u7121\u3044\u66f8\u304d\u65b9\u304c\u51fa\u305f\u3089\u78ba\u304b\u3081\u3066\u304b\u3089\u8db3\u3057\u307e\u3059\u3002","data_source":"\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306b S3 \u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u8868\u9762\u306e\u30ad\u30fc\u3068\u5024\u3001\u8ca8\u7269\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u6761\u4ef6 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306b `*` | \u88cf\u9762\u307e\u3067\u8cea\u554f\u3092\u5f53\u3066\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u660e\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5951\u7d04\u756a\u53f7 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u6848\u4ef6\u3092\u5f15\u304f |\n| `OutputConfig` | \u81ea\u793e\u306e S3 \u306e\u5834\u6240 | \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u81ea\u793e\u306e\u5074\u306b\u6b8b\u3059 |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `CERT_NO` | What is the certificate number? |\n| `ASSURED` | Who is the assured? |\n| `SUM_INSURED` | What is the amount insured? |\n| `VESSEL` | What is the name of the vessel or conveyance? |\n| `VOYAGE_FROM` | Where does the voyage start? |\n| `VOYAGE_TO` | What is the final destination of the voyage? |\n| `CONDITIONS` | What are the insurance conditions? |\n| `CLAIMS_PAYABLE` | Where are claims payable? |\n\n**\u62c5\u4fdd\u6761\u4ef6\u306e\u3088\u3046\u306b\u8868\u9762\u3068\u88cf\u9762\u306e\u4e21\u65b9\u306b\u66f8\u304b\u308c\u3046\u308b\u9805\u76ee\u306f\u3001\u8cea\u554f\u306e\u7b54\u3048\u3060\u3051\u306b\u983c\u3089\u305a\u3001\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3057\u3066\u63a2\u3055\u305b\u307e\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001**\u53d6\u3063\u305f\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u72b6\u614b\u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001**\u305d\u306e\u30da\u30fc\u30b8\u3092\u8aad\u3081\u306a\u304b\u3063\u305f\u3082\u306e\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA \u3067\u4f5c\u3089\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5370\u5237\u3057\u3066PDF\u306b\u3057\u76f4\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u3001\u58f2\u308a\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002\u8239\u7a4d\u66f8\u985e\u4e00\u5f0f\u304c1\u3064\u306ePDF\u3067\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u307e\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u660e\u66f8\u306f\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\u3002**\u88cf\u9762\u306e\u7d04\u6b3e\u306f\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u591a\u3044**\u305f\u3081\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5199\u3057\u306f\u89e3\u50cf\u5ea6\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **\u5951\u7d04\u756a\u53f7\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5951\u7d04\u756a\u53f7\u3067\u53f0\u5e33\u304c\u5f15\u3051\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u5f15\u3051\u306a\u3051\u308c\u3070\u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u306b\u623b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5199\u3057\u3092\u3055\u3089\u306b\u5199\u3057\u305fPDF\u3067\u306f\u3001**\u88cf\u9762\u306e\u5c0f\u3055\u306a\u5b57\u306e\u7d04\u6b3e\u306b\u8aad\u3081\u306a\u3044\u884c\u304c\u51fa\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u30897\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u305d\u308c\u305e\u308c\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u72b6\u614b\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u6848\u4ef6\u53f0\u5e33\u3068\u306e\u7167\u5408\u306f Python \u304c\u884c\u3044\u3001AI\u306b\u306f\u53f0\u5e33\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u756a\u53f7\u30fb\u88ab\u4fdd\u967a\u8005 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8 | \u6570\u5024\u3068\u901a\u8ca8\u3092\u5206\u3051\u3066\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u91d1\u984d\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u62c5\u4fdd\u6761\u4ef6 | \u66f8\u304b\u308c\u305f\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u4e00\u89a7\u306e\u547c\u3073\u65b9\u306b\u5f53\u3066\u308b | \u4e00\u89a7\u306b\u7121\u3044\u66f8\u304d\u65b9\u306f `unlisted` |\n| \u8ffd\u52a0\u306e\u7d04\u6b3e | \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306e\u8a18\u8f09\u306e\u6709\u7121\u3068\u6587\u8a00 | \u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002\u7a4d\u307f\u66ff\u3048\u5730\u304c\u3042\u308c\u3070\u5206\u3051\u308b | \u300cto be declared\u300d\u7b49\u306f `not_fixed` |\n| \u8ca8\u7269\u306e\u8a18\u8f09\u30fb\u8377\u5370 | \u54c1\u540d\u3001\u6570\u91cf\u3001\u8377\u5370\u3092\u5199\u3059 | \u660e\u7d30\u304c\u5225\u7d19\u53c2\u7167\u306a\u3089 `reference_only` |\n| \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u30fb\u691c\u67fb\u306e\u9023\u7d61\u5148 | \u90fd\u5e02\u540d\u3068\u3001\u9023\u7d61\u5148\u306e\u4f1a\u793e\u540d | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n\n**\u62c5\u4fdd\u6761\u4ef6\u306e\u6b04\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u539f\u6587\u3092 `evidence` \u306b\u5199\u3055\u305b\u3001**\u4e00\u89a7\u306e\u3069\u306e\u547c\u3073\u65b9\u306b\u5f53\u305f\u308b\u304b\u3060\u3051\u3092\u9078\u3070\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u62c5\u4fdd\u6761\u4ef6\u304c\u5951\u7d04\u306b\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u5951\u7d04\u306e\u6761\u4ef6\u3068\u306e\u7167\u5408\u306f\u898f\u5247\u3067\u884c\u3046 |\n| \u4fdd\u967a\u91d1\u984d\u306e\u8a08\u7b97\u30fb\u901a\u8ca8\u306e\u63db\u7b97 | \u7167\u5408\u306f Python \u3067\u884c\u3046\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u6839\u62e0\u304c\u8ffd\u3048\u306a\u3044 |\n| \u4e00\u89a7\u306b\u7121\u3044\u7d04\u6b3e\u306e\u8aad\u307f\u66ff\u3048 | \u300cAll Risks \u306a\u306e\u3067 (A)\u300d\u3068\u6c7a\u3081\u308b\u3068\u3001\u9055\u3044\u3092\u898b\u843d\u3068\u3059 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7d04\u6b3e\u306e\u88dc\u3044 | \u300c\u901a\u5e38\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u4e0d\u8db3\u304c\u6d88\u3048\u308b |\n| \u4fdd\u967a\u3092\u8ffd\u52a0\u3067\u624b\u914d\u3059\u3079\u304d\u304b\u306e\u610f\u898b | \u58f2\u308a\u624b\u3068\u306e\u4ea4\u6e09\u3068\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u76f8\u8ac7\u306f\u4eba\u304c\u6c7a\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u6307\u793a\u3067\u7981\u3058\u305f\u3046\u3048\u3067\u3001**`evidence` \u304c\u7a7a\u306e `present` \u304c\u7121\u3044\u304b\u3092\u5f8c\u6bb5\u3067\u6a5f\u68b0\u7684\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5546\u793e\u306e\u8f38\u5165\u696d\u52d9\u8ab2\u3067\u3001\u58f2\u308a\u624b\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u8ca8\u7269\u6d77\u4e0a\u4fdd\u967a\u306e\n\u4fdd\u967a\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u3001\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u62c5\u5f53\u3067\u3059\u3002\nAWS Textract \u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u30597\u9805\u76ee\u3011\n1. \u8a3c\u660e\u66f8\u756a\u53f7\u3068\u88ab\u4fdd\u967a\u8005\uff08Assured\uff09\n2. \u4fdd\u967a\u91d1\u984d\uff08Amount Insured\uff09\u3068\u901a\u8ca8\n3. \u62c5\u4fdd\u6761\u4ef6\uff08Conditions\uff09\n4. \u8ffd\u52a0\u306e\u7d04\u6b3e\uff08\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\uff09\n5. \u8239\u540d\u3001\u4ed5\u51fa\u5730\u3001\u7a4d\u307f\u66ff\u3048\u5730\u3001\u4ed5\u5411\u5730\n6. \u8ca8\u7269\u306e\u8a18\u8f09\uff08\u54c1\u540d\u30fb\u6570\u91cf\uff09\u3068\u8377\u5370\n7. \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\uff08Claims payable at\uff09\u3068\u3001\u4ed5\u5411\u5730\u3067\u306e\u691c\u67fb\u306e\u9023\u7d61\u5148\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- present ........ \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u308b\n- missing ........ \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3044\u3002\u9805\u76ee\u540d\u3060\u3051\u304c\u3042\u3063\u3066\u5024\u304c\u7a7a\u306e\u5834\u5408\u3082 missing\n- unreadable ..... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u4fe1\u983c\u5ea6\u304c\u4f4e\u304f\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous ...... \u5024\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u30011\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\n- unlisted ....... \u62c5\u4fdd\u6761\u4ef6\u306e\u6587\u8a00\u304c\u3001\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\n- not_fixed ...... \u300cto be declared\u300d\u300cTBA\u300d\u306a\u3069\u3001\u5024\u304c\u672a\u78ba\u5b9a\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n- reference_only . \u300cas per invoice\u300d\u306a\u3069\u3001\u5225\u306e\u66f8\u985e\u3092\u53c2\u7167\u3059\u308b\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b present \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3068\u901a\u8ca8\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u30fb\u4e38\u3081\u30fb\u5408\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u62c5\u4fdd\u6761\u4ef6\u306f\u3001evidence \u306b\u539f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u305f\u3046\u3048\u3067\u3001\n \u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u306e\u3046\u3061\u4e00\u81f4\u3059\u308b\u3082\u306e\u306e\u8a18\u53f7\uff08A\uff0fB\uff0fC\uff09\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n \u4e00\u89a7\u306b\u4e00\u81f4\u3059\u308b\u3082\u306e\u304c\u7121\u3051\u308c\u3070 unlisted \u3068\u3057\u3001\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306f\u3001\u8868\u9762\u3068\u88cf\u9762\u306e\u4e21\u65b9\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 missing \u3067\u3059\u3002\u300c\u901a\u5e38\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3068\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u8b66\u544a\u304c\u51fa\u3066\u3044\u308b\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u30da\u30fc\u30b8\u306b\u3042\u308a\u3046\u308b\u9805\u76ee\u306f\n missing \u3067\u306f\u306a\u304f unreadable \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u539f\u6587\u306e\u307e\u307e\u3001\u30da\u30fc\u30b8\u756a\u53f7\u3068\u4e00\u7dd2\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u306e\u6761\u4ef6\u306b\u8db3\u308a\u308b\u304b\u3001\u8ffd\u52a0\u3067\u4fdd\u967a\u3092\u624b\u914d\u3059\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u967a\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u30a4\u30f3\u30dc\u30a4\u30b9\u3001\u4fdd\u967a\u6599\u306e\u8acb\u6c42\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u8aad\u307f\u53d6\u308a\u306e\u8b66\u544a\u304c\u3042\u3063\u305f\u30da\u30fc\u30b8\u3011{warning_pages}\n\u3010\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011{clause_aliases}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b present \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u533a\u5206\u306e\u76f4\u5f8c\u306b\u7f6e\u304f\u306e\u306f\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u62c5\u4fdd\u6761\u4ef6\u306e\u6b04\u306b\u306f\u4f55\u304b\u3057\u3089\u306e\u7d04\u6b3e\u540d\u304c\u5fc5\u305a\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u5185\u5bb9\u3092\u898b\u305a\u306b `present` \u3067\u901a\u308a\u307e\u3059\u3002**\n\n**\u8b66\u544a\u306e\u3042\u3063\u305f\u30da\u30fc\u30b8\u3092\u6e21\u3059\u306e\u306f\u3001`missing` \u3068 `unreadable` \u3092\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u77e5\u3089\u306a\u3051\u308c\u3070\u3001**\u6226\u4e89\u306e\u7d04\u6b3e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3068\u3057\u3066\u7b54\u3048\u307e\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema`\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u6570\u5024\u306e `minimum`\u30fb`maximum` \u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u5024\u306e\u7bc4\u56f2\u306f Python \u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n```json\n{\n \"contract_no\": \"IMP-2026-0912\",\n \"document_type\": \"insurance_certificate\",\n \"items\": [\n { \"item\": \"sum_insured\", \"status\": \"present\",\n \"value\": \"USD 132,000.00\", \"amount\": \"132000.00\", \"currency\": \"USD\",\n \"page\": 1, \"confidence\": 98.1, \"evidence\": \"Amount Insured: USD 132,000.00\" },\n { \"item\": \"conditions\", \"status\": \"present\",\n \"value\": \"Institute Cargo Clauses (C) 1\/1\/09\", \"clause_code\": \"C\",\n \"page\": 1, \"confidence\": 96.4, \"evidence\": \"Conditions: Institute Cargo Clauses (C) 1\/1\/09\" }\n ]\n}\n```\n\n`items` \u306b\u306f7\u9805\u76ee\u3092\u4e26\u3079\u307e\u3059\u3002`item` \u306f `cert_and_assured` \uff0f `sum_insured` \uff0f `conditions` \uff0f `war_strikes` \uff0f `voyage` \uff0f `cargo` \uff0f `claims_payable` \u3067\u3059\u3002\n\n**\u7167\u5408\u306f Python \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u884c\u3044\u3001\u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n| \u5370 | \u4ed8\u304f\u6761\u4ef6 |\n|:--|:--|\n| `amount_short` | \u4fdd\u967a\u91d1\u984d\u304c\u300c\u5951\u7d04\u91d1\u984d \u00d7 \u53f0\u5e33\u306e\u5272\u5408\u300d\u306b\u5c4a\u304b\u306a\u3044 |\n| `currency_mismatch` | \u8a3c\u660e\u66f8\u306e\u901a\u8ca8\u304c\u5951\u7d04\u306e\u901a\u8ca8\u3068\u9055\u3046 |\n| `clause_short` | \u62c5\u4fdd\u6761\u4ef6\u306e\u8a18\u53f7\u304c\u3001\u53f0\u5e33\u3067\u6c42\u3081\u308b\u8a18\u53f7\u3088\u308a\u4e0b\uff08\u6c42\u3081\u305f A \u306b\u5bfe\u3057\u3066 C \u306a\u3069\uff09 |\n| `war_strikes_missing` | \u53f0\u5e33\u3067\u6c42\u3081\u3066\u3044\u308b\u306e\u306b\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u304c `missing` |\n| `voyage_mismatch` | \u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u30fb\u8239\u540d\u304c\u53f0\u5e33\u306e\u8239\u7a4d\u306e\u60c5\u5831\u3068\u5408\u308f\u306a\u3044 |\n| `cargo_mismatch` | \u54c1\u540d\u304c\u53f0\u5e33\u306e\u54c1\u540d\u3068\u5408\u308f\u306a\u3044\uff08\u547c\u3073\u65b9\u306e\u63fa\u308c\u306e\u4e00\u89a7\u3067\u7167\u3089\u3057\u305f\u3046\u3048\u3067\uff09 |\n| `claims_place_missing` | \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u304c `missing` |\n\n**\u5224\u5b9a\u306f\u3001\u5370\u3068\u72b6\u614b\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u898f\u5247\u3068\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | 7\u9805\u76ee\u304c\u3059\u3079\u3066 `present` \u3067\u3001\u5370\u304c1\u3064\u3082\u7121\u3044 |\n| `needs_correction` | \u5370\u304c1\u3064\u4ee5\u4e0a\u3042\u308a\u3001\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u306e\u72b6\u614b\u304c\u3059\u3079\u3066 `present` \u304b `missing` |\n| `needs_human` | `unreadable`\u30fb`ambiguous`\u30fb`unlisted`\u30fb`not_fixed`\u30fb`reference_only` \u304c1\u3064\u3067\u3082\u3042\u308b |\n\n**`status` \u306fAI\u304c\u4ed8\u3051\u3001\u5370\u306f Python \u304c\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u4ed8\u3051\u3001`verdict` \u306f\u898f\u5247\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u5c64\u3092\u5206\u3051\u3066\u304a\u3051\u3070\u3001\u5951\u7d04\u306e\u6761\u4ef6\u304c\u5909\u308f\u3063\u3066\u3082\u76f4\u3059\u306e\u306f\u53f0\u5e33\u3068\u898f\u5247\u3060\u3051\u3067\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | 7\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u8a02\u6b63\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u6848\u4ef6\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\uff08\u7167\u5408\uff09\u3068\u3001\u78ba\u8a8d\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u6761\u4ef6\u3092\u5f15\u304d\u3001\u78ba\u8a8d\u306e\u7d50\u679c\u3092\u66f8\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c |\n\n**\u6848\u4ef6\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u300c\u4fdd\u967a\u306e\u78ba\u8a8d\u300d\u306e\u5217\u3060\u3051\u306b\u9650\u308a\u307e\u3059\u3002** \u7167\u5408\u306e\u5143\u306b\u306a\u308b\u5217\u3092\u3001\u7167\u5408\u3059\u308b\u5074\u304c\u66f8\u304d\u63db\u3048\u3089\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u8f38\u5165\u7ba1\u7406\u3068\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `needs_correction` \u3068 `needs_human` \u306e\u8a3c\u660e\u66f8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u5951\u7d04\u756a\u53f7\u3068\u58f2\u308a\u624b\u3092\u6d41\u3057\u898b\u3066\u3001\u78ba\u8a8d\u306e\u5217\u3092\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u4e00\u89a7\u306b\u7121\u3044\u7d04\u6b3e\u306e\u66f8\u304d\u65b9\u3067\u3059\n2. **`needs_correction` \u306e\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068\u30da\u30fc\u30b8\u3067\u3001\u8a3c\u660e\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u76ee\u3067\u898b\u307e\u3059\n3. **`clause_short` \u3068 `amount_short` \u306e\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b** \u2026 \u58f2\u308a\u624b\u306b\u8a02\u6b63\u3092\u983c\u3080\u304b\u3001\u81ea\u793e\u3067\u4e0a\u4e57\u305b\u306e\u4fdd\u967a\u3092\u624b\u914d\u3059\u308b\u304b\u3092\u3001\u8ab2\u9577\u3068\u6c7a\u3081\u307e\u3059\n4. **\u8a02\u6b63\u4f9d\u983c\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n5. **\u5370\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u3053\u306e\u69cb\u6210\u304c\u6c7a\u3081\u306a\u3044\u90e8\u5206\u3067\u3059\u3002** \u8239\u304c\u3059\u3067\u306b\u51fa\u3066\u3044\u308c\u3070\u3001**\u58f2\u308a\u624b\u306e\u4fdd\u967a\u3092\u76f4\u3059\u3088\u308a\u81ea\u793e\u3067\u624b\u914d\u3059\u308b\u307b\u3046\u304c\u65e9\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u958b\u304f\u306e\u306f2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\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\u306e\u3067\u3001\u58f2\u308a\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080 |\n| \u8239\u7a4d\u66f8\u985e\u4e00\u5f0f\u304c1\u3064\u306ePDF | \u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u660e\u66f8 | \u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u3066\u76ee\u3067\u898b\u308b |\n| \u72b6\u614b\u304c `PARTIAL_SUCCESS` | \u8b66\u544a\u306e\u30da\u30fc\u30b8\u3092 `unreadable` \u3068\u3057\u3066\u6271\u3044\u3001`needs_human` \u3078 |\n| \u4fdd\u967a\u91d1\u984d\u304c\u300cas per invoice\u300d | `reference_only`\u3002\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5951\u7d04\u756a\u53f7\u3067\u53f0\u5e33\u304c\u5f15\u3051\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u306b\u623b\u3059\u3002**\u63a8\u6e2c\u3067\u8fd1\u3044\u6848\u4ef6\u306b\u5f53\u3066\u306a\u3044** |\n| \u4fdd\u967a\u8a3c\u660e\u66f8\u3067\u306a\u304f\u4fdd\u967a\u6599\u306e\u8acb\u6c42\u66f8\u304c\u5c4a\u304f | `document_type` \u3092\u898b\u3066\u3001\u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u51e6\u7406\u304c\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8fd4\u3055\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u304c\u3001\u8a66\u3059\u6bb5\u968e\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u308b\u306f\u305a\u3067\u3059\u3002** \u3069\u308c\u3082\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3001**\u8239\u7a4d\u66f8\u985e\u306e\u6848\u5185\u306b\u300c\u4fdd\u967a\u8a3c\u660e\u66f8\u306f\u5358\u72ec\u306e\u6587\u5b57\u306e\u5165\u3063\u305fPDF\u3067\u300d\u3068\u4e00\u6587\u8db3\u305b\u3070\u591a\u304f\u306f\u6e1b\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u8a3c\u660e\u66f8\u30d5\u30a1\u30a4\u30eb\uff08\u7248\u3092\u542b\u3080\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u4e3b\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001`Warnings` \u306e\u30da\u30fc\u30b8\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305f7\u9805\u76ee\u306eJSON\u3001Python \u304c\u4ed8\u3051\u305f\u5370\u3001`verdict`\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6848\u4ef6\u53f0\u5e33\u306e\u6761\u4ef6**\uff08\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3001\u5272\u5408\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u8981\u5426\uff09\n- **\u4eba\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u65e5\u6642\u3068\u3001\u518d\u767a\u884c\u3055\u308c\u305f\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u53f0\u5e33\u306e\u6761\u4ef6\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u6761\u4ef6\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u5f53\u6642\u306e\u6761\u4ef6\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u4e8b\u6545\u306e\u3042\u3068\u306b\u300c\u5f53\u6642\u306f\u8db3\u308a\u3066\u3044\u305f\u306e\u304b\u300d\u3092\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":3,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":15,"after_minutes_per_case":4,"hourly_cost":4000,"before_hours_month":60,"after_hours_month":16,"saved_hours_month":44,"reduction_rate":73,"saved_hours_year":528,"annual_cost_effect":2112000,"summary":"CIF\u3084CIP\u306e\u8f38\u5165\u3067\u58f2\u308a\u624b\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u822a\u8def\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u6848\u4ef6\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u4e0d\u8db3\u306e\u3042\u308b\u8a3c\u660e\u66f8\u3092\u8239\u306e\u5230\u7740\u524d\u306b\u6d17\u3044\u51fa\u3057\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u3068\u81ea\u793e\u3067\u306e\u8ffd\u52a0\u624b\u914d\u306e\u691c\u8a0e\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u58f2\u308a\u624b\u304b\u3089\u8239\u7a4d\u66f8\u985e\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u3092\u6848\u4ef6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u6848\u4ef6\u53f0\u5e33\u3092\u958b\u304d\u3001\u5951\u7d04\u756a\u53f7\u304b\u3089\u5951\u7d04\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u53d6\u5f15\u6761\u4ef6\u30fb\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3092\u78ba\u304b\u3081\u308b\n3. \u8a3c\u660e\u66f8\u306e\u8868\u9762\u3092\u8aad\u307f\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u308b\n4. \u8868\u9762\u3068\u88cf\u9762\u304b\u3089\u62c5\u4fdd\u6761\u4ef6\u3092\u63a2\u3057\u3001Clauses (A) \u304b (C) \u304b\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3092\u8aad\u3080\n5. \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u3068\u3001\u65e5\u672c\u3067\u306e\u640d\u5bb3\u306e\u691c\u67fb\u306e\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n6. \u4e0d\u8db3\u304c\u3042\u308c\u3070\u3001\u30e1\u30e2\u306b\u66f8\u304d\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n7. \u78ba\u8a8d\u3057\u305f\u65e5\u3092\u53f0\u5e33\u306e\u5099\u8003\u306b\u66f8\u304f\uff08\u66f8\u304b\u308c\u306a\u3044\u3053\u3068\u3082\u591a\u3044\uff09\n\n**\uff08a\uff09\u62c5\u4fdd\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u304c\u63c3\u3063\u3066\u3044\u306a\u3044\u3002** \u300cICC (A)\u300d\u300cInstitute Cargo Clauses (A)\u300d\u300cAll Risks\u300d\u3068\u3001\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u66f8\u304d\u65b9\u304c\u9055\u3044\u307e\u3059\u3002**\u8aad\u307f\u6163\u308c\u305f\u62c5\u5f53\u8005\u3067\u306a\u3044\u3068\u3001(A) \u76f8\u5f53\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u4fdd\u967a\u91d1\u984d\u306e\u7167\u5408\u304c\u6697\u7b97\u306b\u306a\u3063\u3066\u3044\u308b\u3002** \u53f0\u5e33\u306b\u3042\u308b\u5951\u7d04\u91d1\u984d\u3068\u5272\u5408\u304b\u3089\u6c42\u3081\u308b\u4fdd\u967a\u91d1\u984d\u3092\u51fa\u3057\u3001\u8a3c\u660e\u66f8\u306e\u91d1\u984d\u3068\u6bd4\u3079\u307e\u3059\u3002**\u901a\u8ca8\u304c\u9055\u3046\u3068\u3001\u305d\u3053\u3067\u624b\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u901a\u8ca8\u3068\u8a3c\u660e\u66f8\u306e\u901a\u8ca8\u304c\u9055\u3046\u3053\u3068\u306b\u6c17\u3065\u304b\u306a\u3044\u307e\u307e\u3001\u91d1\u984d\u306e\u6570\u5b57\u3060\u3051\u3092\u898b\u3066\u901a\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u88cf\u9762\u306f\u8aad\u307e\u308c\u306a\u3044\u3002** \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306f\u88cf\u9762\u306e\u7d04\u6b3e\u306e\u4e00\u89a7\u306b\u5c0f\u3055\u304f\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u8868\u9762\u306e Conditions \u6b04\u3060\u3051\u3092\u898b\u308b\u3068\u3001\u4ed8\u3044\u3066\u3044\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u305f\u308a\u3001\u4ed8\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u305f\u308a\u3057\u307e\u3059\u3002** \u5fd9\u3057\u3044\u9031\u307b\u3069\u3001\u88cf\u9762\u306f\u98db\u3070\u3055\u308c\u307e\u3059\u3002\n\n**\uff08d\uff09\u78ba\u304b\u3081\u305f\u8a18\u9332\u304c\u6b8b\u3089\u306a\u3044\u3002** \u53f0\u5e33\u306e\u5099\u8003\u306b\u66f8\u304f\u304b\u306f\u62c5\u5f53\u8005\u6b21\u7b2c\u3067\u3001**\u4e8b\u6545\u304c\u8d77\u304d\u305f\u3042\u3068\u306b\u300c\u3053\u306e\u8a3c\u660e\u66f8\u306f\u8ab0\u304c\u898b\u3066\u901a\u3057\u305f\u306e\u304b\u300d\u3092\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u4f11\u3080\u3068\u3001\u305d\u306e\u6848\u4ef6\u306e\u78ba\u8a8d\u306f\u305d\u306e\u307e\u307e\u629c\u3051\u307e\u3059\u3002","before_flow_steps":["\u58f2\u308a\u624b\u304b\u3089\u8239\u7a4d\u66f8\u985e\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u3092\u6848\u4ef6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u6848\u4ef6\u53f0\u5e33\u3092\u958b\u304d\u3001\u5951\u7d04\u756a\u53f7\u304b\u3089\u5951\u7d04\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u53d6\u5f15\u6761\u4ef6\u30fb\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3092\u78ba\u304b\u3081\u308b","\u8a3c\u660e\u66f8\u306e\u8868\u9762\u3092\u8aad\u307f\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u308b","\u8868\u9762\u3068\u88cf\u9762\u304b\u3089\u62c5\u4fdd\u6761\u4ef6\u3092\u63a2\u3057\u3001Clauses (A) \u304b (C) \u304b\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3092\u8aad\u3080","\u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u3068\u3001\u65e5\u672c\u3067\u306e\u640d\u5bb3\u306e\u691c\u67fb\u306e\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b","\u4e0d\u8db3\u304c\u3042\u308c\u3070\u3001\u30e1\u30e2\u306b\u66f8\u304d\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u30e1\u30fc\u30eb\u3092\u66f8\u304f","\u78ba\u8a8d\u3057\u305f\u65e5\u3092\u53f0\u5e33\u306e\u5099\u8003\u306b\u66f8\u304f\uff08\u66f8\u304b\u308c\u306a\u3044\u3053\u3068\u3082\u591a\u3044\uff09"],"after_flow":"1. **\u3010\u4eba\u3011** \u8239\u7a4d\u66f8\u985e\u306e\u30e1\u30fc\u30eb\u304b\u3089\u3001\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5168\u30da\u30fc\u30b8\u3092\u8aad\u307f\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u8ffd\u52a0\u306e\u7d04\u6b3e\u30fb\u822a\u8def\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u756a\u53f7\u3067\u6848\u4ef6\u53f0\u5e33\u3092\u5f15\u304d\u3001\u6c42\u3081\u308b\u6761\u4ef6\u3068\u7167\u3089\u3057\u3066\u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5370\u306e\u7d44\u307f\u5408\u308f\u305b\u304b\u3089\u3001`ok` \uff0f `needs_correction` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** `needs_correction` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_correction` \u3068 `needs_human` \u306e\u8a3c\u660e\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u3092\u9001\u308b\u304b\u3001\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u306b\u8ffd\u52a0\u306e\u624b\u914d\u3092\u76f8\u8ac7\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u78ba\u8a8d\u306e\u7d50\u679c\u3092\u6848\u4ef6\u53f0\u5e33\u306e\u5217\u306b\u66f8\u304d\u3001`ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3059\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u304c\u958b\u304f\u306e\u306f\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3060\u3051\u3067\u3001**\u6761\u4ef6\u304c\u305d\u308d\u3063\u305f\u3082\u306e\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u7d42\u308f\u308a\u306b\u3057\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3092\u898f\u5247\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u306f\u3001\u5951\u7d04\u306e\u6761\u4ef6\u304c\u6848\u4ef6\u3054\u3068\u306b\u9055\u3046\u304b\u3089\u3067\u3059\u3002** AI\u306b\u306f\u8a3c\u660e\u66f8\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3060\u3051\u3092\u7b54\u3048\u3055\u305b\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u8239\u7a4d\u66f8\u985e\u306e\u30e1\u30fc\u30eb\u304b\u3089\u3001\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\uff09","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5168\u30da\u30fc\u30b8\u3092\u8aad\u307f\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u8ffd\u52a0\u306e\u7d04\u6b3e\u30fb\u822a\u8def\u30fb\u8ca8\u7269\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u756a\u53f7\u3067\u6848\u4ef6\u53f0\u5e33\u3092\u5f15\u304d\u3001\u6c42\u3081\u308b\u6761\u4ef6\u3068\u7167\u3089\u3057\u3066\u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5370\u306e\u7d44\u307f\u5408\u308f\u305b\u304b\u3089\u3001`ok` \uff0f `needs_correction` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** `needs_correction` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_correction` \u3068 `needs_human` \u306e\u8a3c\u660e\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u3092\u9001\u308b\u304b\u3001\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u306b\u8ffd\u52a0\u306e\u624b\u914d\u3092\u76f8\u8ac7\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u78ba\u8a8d\u306e\u7d50\u679c\u3092\u6848\u4ef6\u53f0\u5e33\u306e\u5217\u306b\u66f8\u304d\u3001`ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3059\u308b"],"architecture":"```\n\u4fdd\u967a\u8a3c\u660e\u66f8\uff08PDF\u3002\u8239\u7a4d\u66f8\u985e\u306e\u30e1\u30fc\u30eb\u306b\u6dfb\u4ed8\uff09\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\u3001\u5951\u7d04\u756a\u53f7\u306e\u53d6\u308a\u51fa\u3057\n \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n \u2502 \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n \u25bc\nClaude API \u2500\u2500 \u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\n \u2502 \u2460 \u8a3c\u660e\u66f8\u756a\u53f7\u30fb\u88ab\u4fdd\u967a\u8005 \u2461 \u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8 \u2462 \u62c5\u4fdd\u6761\u4ef6\n \u2502 \u2463 \u8ffd\u52a0\u306e\u7d04\u6b3e\uff08\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\uff09 \u2464 \u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\n \u2502 \u2465 \u8ca8\u7269\u306e\u8a18\u8f09\u30fb\u8377\u5370 \u2466 \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u30fb\u691c\u67fb\u306e\u9023\u7d61\u5148\n \u25bc\nPython \u2500\u2500 \u6848\u4ef6\u53f0\u5e33\u3068\u306e\u7167\u5408\uff08\u6c42\u3081\u308b\u4fdd\u967a\u91d1\u984d\u3001\u901a\u8ca8\u3001\u62c5\u4fdd\u6761\u4ef6\u3001\u822a\u8def\uff09\n \u25bc\n\u5224\u5b9a\uff08ok \uff0f needs_correction \uff0f needs_human\uff09\n \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3060\u3051\u3092\u78ba\u8a8d\u3011\n \u251c\u2500\u2500\u25b6 \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\uff08\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u304c\u76f4\u3057\u3066\u9001\u308b\uff09\n \u2514\u2500\u2500\u25b6 \u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u3078\u306e\u8ffd\u52a0\u624b\u914d\u306e\u76f8\u8ac7\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u6c42\u3081\u308b\u4fdd\u967a\u91d1\u984d\u306e\u8a08\u7b97\u3001\u901a\u8ca8\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u822a\u8def\u306e\u7167\u5408\uff09 | \u6848\u4ef6\u53f0\u5e33\u306e\u95a2\u6570 |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u660e\u66f8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u6848\u4ef6\u53f0\u5e33\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u300c\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u300d\u306e\u5217\u3092\u6c7a\u307e\u3063\u305f\u5024\uff08`A`\u3001`B`\u3001`C`\uff09\u3067\u66f8\u304d\u76f4\u3059\u3053\u3068**\u3068\u3001**\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u3092\u6c42\u3081\u308b\u304b\u306e\u5217\u3092\u8db3\u3059\u3053\u3068**\u3067\u3059\u3002\u81ea\u7531\u6587\u306e\u307e\u307e\u3067\u306f\u3001\u7167\u5408\u306e\u898f\u5247\u304c\u66f8\u3051\u307e\u305b\u3093\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u306f\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u306a\u306e\u3067\u3001**\u3053\u306e\u69cb\u6210\u306f\u82f1\u6587\u306e\u8a3c\u660e\u66f8\u306b\u9650\u308a\u307e\u3059\u3002** \u6b27\u5dde\u306e\u58f2\u308a\u624b\u304c\u73fe\u5730\u8a9e\u3067\u767a\u884c\u3057\u305f\u8a3c\u660e\u66f8\u306f\u3001\u6587\u5b57\u306f\u8aad\u3081\u3066\u3082\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8cea\u554f\uff08`QUERIES`\uff09\u3068\u30da\u30fc\u30b8\u306e\u6307\u5b9a\u3067\u3059\u3002** \u8cea\u554f\u306f\u5bfe\u8c61\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u306b\u5f53\u305f\u308a\u3001**\u88cf\u9762\u306b\u66f8\u304b\u308c\u305f\u7d04\u6b3e\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002** \u8a3c\u660e\u66f8\u306f\u8868\u3068\u88cf\u306e2\u30da\u30fc\u30b8\u7a0b\u5ea6\u306e\u3082\u306e\u304c\u591a\u3044\u306e\u3067\u3001`Pages` \u306b `*` \u3092\u5165\u308c\u3066\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002\u8cea\u554f\u306f\u975e\u540c\u671f\u306e\u51e6\u7406\u30671\u30da\u30fc\u30b8\u3042\u305f\u308a30\u500b\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u967a\u8a3c\u660e\u66f8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u7167\u5408\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u30021\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u4fdd\u5b58\u3059\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u304b\u3089\u81ea\u52d5\u3067\u53d6\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u58f2\u308a\u624b\u3054\u3068\u306b\u66f8\u304d\u65b9\u304c\u9055\u3044\u3001**\u53d6\u308a\u9055\u3048\u308b\u3068\u5225\u306e\u6848\u4ef6\u306e\u6761\u4ef6\u3067\u7167\u5408\u3059\u308b**\u305f\u3081\u3001\u6700\u521d\u306f\u4eba\u304c\u4ed8\u3051\u307e\u3059\u3002\n\n\u518d\u767a\u884c\u3055\u308c\u305f\u8a3c\u660e\u66f8\u306f\u3001\u5951\u7d04\u756a\u53f7\u306e\u672b\u5c3e\u306b\u7248\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4fdd\u967a\u8a3c\u660e\u66f8 | PDF\u3002\u8868\u9762\uff08\u4fdd\u967a\u91d1\u984d\u30fb\u822a\u8def\u30fb\u8ca8\u7269\uff09\u3068\u88cf\u9762\uff08\u7d04\u6b3e\u30fb\u8acb\u6c42\u306e\u624b\u9806\uff09 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u6848\u4ef6\u306e\u6761\u4ef6 | \u5951\u7d04\u756a\u53f7\u3001\u53d6\u5f15\u6761\u4ef6\u3001\u5951\u7d04\u91d1\u984d\u3001\u901a\u8ca8\u3001**\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3001\u4fdd\u967a\u91d1\u984d\u306e\u5272\u5408\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306e\u8981\u5426**\u3001\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u3001\u54c1\u540d | \u6848\u4ef6\u53f0\u5e33 |\n| \u8239\u7a4d\u306e\u60c5\u5831 | \u8239\u540d\u3001\u8239\u7a4d\u65e5\u3001\u4ed5\u51fa\u6e2f\u30fb\u4ed5\u5411\u6e2f\uff08\u8239\u8377\u8a3c\u5238\u306e\u5199\u3057\u304b\u3089\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306b\u5165\u308c\u305f\u3082\u306e\uff09 | \u6848\u4ef6\u53f0\u5e33 |\n| \u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7 | \u300cICC (A)\u300d\u300cInstitute Cargo Clauses (A)\u300d\u306a\u3069\u3001\u540c\u3058\u62c5\u4fdd\u6761\u4ef6\u306e\u5225\u306e\u66f8\u304d\u65b9 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u6c42\u3081\u308b\u6761\u4ef6\u304c\u6c7a\u307e\u3063\u305f\u5024\u3067\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7167\u5408\u306e\u898f\u5247\u304c\u66f8\u3051\u305a\u3001**\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u3001\u540c\u3058 (A) \u3092\u5225\u306e\u6761\u4ef6\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u4e00\u89a7\u306f\u8aad\u307f\u6163\u308c\u305f\u62c5\u5f53\u8005\u304c\u904e\u53bb\u306e\u8a3c\u660e\u66f8\u304b\u3089\u4f5c\u308a\u3001\u4e00\u89a7\u306b\u7121\u3044\u66f8\u304d\u65b9\u304c\u51fa\u305f\u3089\u78ba\u304b\u3081\u3066\u304b\u3089\u8db3\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306b S3 \u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u8868\u9762\u306e\u30ad\u30fc\u3068\u5024\u3001\u8ca8\u7269\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u6761\u4ef6 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306b `*` | \u88cf\u9762\u307e\u3067\u8cea\u554f\u3092\u5f53\u3066\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u660e\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5951\u7d04\u756a\u53f7 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u6848\u4ef6\u3092\u5f15\u304f |\n| `OutputConfig` | \u81ea\u793e\u306e S3 \u306e\u5834\u6240 | \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u81ea\u793e\u306e\u5074\u306b\u6b8b\u3059 |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `CERT_NO` | What is the certificate number? |\n| `ASSURED` | Who is the assured? |\n| `SUM_INSURED` | What is the amount insured? |\n| `VESSEL` | What is the name of the vessel or conveyance? |\n| `VOYAGE_FROM` | Where does the voyage start? |\n| `VOYAGE_TO` | What is the final destination of the voyage? |\n| `CONDITIONS` | What are the insurance conditions? |\n| `CLAIMS_PAYABLE` | Where are claims payable? |\n\n**\u62c5\u4fdd\u6761\u4ef6\u306e\u3088\u3046\u306b\u8868\u9762\u3068\u88cf\u9762\u306e\u4e21\u65b9\u306b\u66f8\u304b\u308c\u3046\u308b\u9805\u76ee\u306f\u3001\u8cea\u554f\u306e\u7b54\u3048\u3060\u3051\u306b\u983c\u3089\u305a\u3001\u5168\u6587\u3092\u751f\u6210AI\u306b\u6e21\u3057\u3066\u63a2\u3055\u305b\u307e\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u305f\u3081\u3001**\u53d6\u3063\u305f\u7d50\u679c\u306f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u72b6\u614b\u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001**\u305d\u306e\u30da\u30fc\u30b8\u3092\u8aad\u3081\u306a\u304b\u3063\u305f\u3082\u306e\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA \u3067\u4f5c\u3089\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5370\u5237\u3057\u3066PDF\u306b\u3057\u76f4\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u3001\u58f2\u308a\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002\u8239\u7a4d\u66f8\u985e\u4e00\u5f0f\u304c1\u3064\u306ePDF\u3067\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u307e\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u660e\u66f8\u306f\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\u3002**\u88cf\u9762\u306e\u7d04\u6b3e\u306f\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u591a\u3044**\u305f\u3081\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5199\u3057\u306f\u89e3\u50cf\u5ea6\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **\u5951\u7d04\u756a\u53f7\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5951\u7d04\u756a\u53f7\u3067\u53f0\u5e33\u304c\u5f15\u3051\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u5f15\u3051\u306a\u3051\u308c\u3070\u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u306b\u623b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5199\u3057\u3092\u3055\u3089\u306b\u5199\u3057\u305fPDF\u3067\u306f\u3001**\u88cf\u9762\u306e\u5c0f\u3055\u306a\u5b57\u306e\u7d04\u6b3e\u306b\u8aad\u3081\u306a\u3044\u884c\u304c\u51fa\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u30897\u3064\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u305d\u308c\u305e\u308c\u306b\u6839\u62e0\u306e\u6587\u5b57\u5217\u3068\u72b6\u614b\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u6848\u4ef6\u53f0\u5e33\u3068\u306e\u7167\u5408\u306f Python \u304c\u884c\u3044\u3001AI\u306b\u306f\u53f0\u5e33\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u756a\u53f7\u30fb\u88ab\u4fdd\u967a\u8005 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u4fdd\u967a\u91d1\u984d\u30fb\u901a\u8ca8 | \u6570\u5024\u3068\u901a\u8ca8\u3092\u5206\u3051\u3066\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u91d1\u984d\u304c\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u62c5\u4fdd\u6761\u4ef6 | \u66f8\u304b\u308c\u305f\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u4e00\u89a7\u306e\u547c\u3073\u65b9\u306b\u5f53\u3066\u308b | \u4e00\u89a7\u306b\u7121\u3044\u66f8\u304d\u65b9\u306f `unlisted` |\n| \u8ffd\u52a0\u306e\u7d04\u6b3e | \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306e\u8a18\u8f09\u306e\u6709\u7121\u3068\u6587\u8a00 | \u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002\u7a4d\u307f\u66ff\u3048\u5730\u304c\u3042\u308c\u3070\u5206\u3051\u308b | \u300cto be declared\u300d\u7b49\u306f `not_fixed` |\n| \u8ca8\u7269\u306e\u8a18\u8f09\u30fb\u8377\u5370 | \u54c1\u540d\u3001\u6570\u91cf\u3001\u8377\u5370\u3092\u5199\u3059 | \u660e\u7d30\u304c\u5225\u7d19\u53c2\u7167\u306a\u3089 `reference_only` |\n| \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u30fb\u691c\u67fb\u306e\u9023\u7d61\u5148 | \u90fd\u5e02\u540d\u3068\u3001\u9023\u7d61\u5148\u306e\u4f1a\u793e\u540d | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n\n**\u62c5\u4fdd\u6761\u4ef6\u306e\u6b04\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u539f\u6587\u3092 `evidence` \u306b\u5199\u3055\u305b\u3001**\u4e00\u89a7\u306e\u3069\u306e\u547c\u3073\u65b9\u306b\u5f53\u305f\u308b\u304b\u3060\u3051\u3092\u9078\u3070\u305b\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u62c5\u4fdd\u6761\u4ef6\u304c\u5951\u7d04\u306b\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u5951\u7d04\u306e\u6761\u4ef6\u3068\u306e\u7167\u5408\u306f\u898f\u5247\u3067\u884c\u3046 |\n| \u4fdd\u967a\u91d1\u984d\u306e\u8a08\u7b97\u30fb\u901a\u8ca8\u306e\u63db\u7b97 | \u7167\u5408\u306f Python \u3067\u884c\u3046\u3002AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u6839\u62e0\u304c\u8ffd\u3048\u306a\u3044 |\n| \u4e00\u89a7\u306b\u7121\u3044\u7d04\u6b3e\u306e\u8aad\u307f\u66ff\u3048 | \u300cAll Risks \u306a\u306e\u3067 (A)\u300d\u3068\u6c7a\u3081\u308b\u3068\u3001\u9055\u3044\u3092\u898b\u843d\u3068\u3059 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7d04\u6b3e\u306e\u88dc\u3044 | \u300c\u901a\u5e38\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u4e0d\u8db3\u304c\u6d88\u3048\u308b |\n| \u4fdd\u967a\u3092\u8ffd\u52a0\u3067\u624b\u914d\u3059\u3079\u304d\u304b\u306e\u610f\u898b | \u58f2\u308a\u624b\u3068\u306e\u4ea4\u6e09\u3068\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u76f8\u8ac7\u306f\u4eba\u304c\u6c7a\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u6307\u793a\u3067\u7981\u3058\u305f\u3046\u3048\u3067\u3001**`evidence` \u304c\u7a7a\u306e `present` \u304c\u7121\u3044\u304b\u3092\u5f8c\u6bb5\u3067\u6a5f\u68b0\u7684\u306b\u78ba\u304b\u3081\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\u5546\u793e\u306e\u8f38\u5165\u696d\u52d9\u8ab2\u3067\u3001\u58f2\u308a\u624b\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u8ca8\u7269\u6d77\u4e0a\u4fdd\u967a\u306e\n\u4fdd\u967a\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u3001\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u62c5\u5f53\u3067\u3059\u3002\nAWS Textract \u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u30597\u9805\u76ee\u3011\n1. \u8a3c\u660e\u66f8\u756a\u53f7\u3068\u88ab\u4fdd\u967a\u8005\uff08Assured\uff09\n2. \u4fdd\u967a\u91d1\u984d\uff08Amount Insured\uff09\u3068\u901a\u8ca8\n3. \u62c5\u4fdd\u6761\u4ef6\uff08Conditions\uff09\n4. \u8ffd\u52a0\u306e\u7d04\u6b3e\uff08\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\uff09\n5. \u8239\u540d\u3001\u4ed5\u51fa\u5730\u3001\u7a4d\u307f\u66ff\u3048\u5730\u3001\u4ed5\u5411\u5730\n6. \u8ca8\u7269\u306e\u8a18\u8f09\uff08\u54c1\u540d\u30fb\u6570\u91cf\uff09\u3068\u8377\u5370\n7. \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\uff08Claims payable at\uff09\u3068\u3001\u4ed5\u5411\u5730\u3067\u306e\u691c\u67fb\u306e\u9023\u7d61\u5148\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- present ........ \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u308b\n- missing ........ \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3044\u3002\u9805\u76ee\u540d\u3060\u3051\u304c\u3042\u3063\u3066\u5024\u304c\u7a7a\u306e\u5834\u5408\u3082 missing\n- unreadable ..... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u4fe1\u983c\u5ea6\u304c\u4f4e\u304f\u3001\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous ...... \u5024\u306e\u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u30011\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\n- unlisted ....... \u62c5\u4fdd\u6761\u4ef6\u306e\u6587\u8a00\u304c\u3001\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\n- not_fixed ...... \u300cto be declared\u300d\u300cTBA\u300d\u306a\u3069\u3001\u5024\u304c\u672a\u78ba\u5b9a\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\n- reference_only . \u300cas per invoice\u300d\u306a\u3069\u3001\u5225\u306e\u66f8\u985e\u3092\u53c2\u7167\u3059\u308b\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308b\n\u8ff7\u3063\u305f\u3068\u304d\u306b present \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3068\u901a\u8ca8\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u30fb\u4e38\u3081\u30fb\u5408\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u62c5\u4fdd\u6761\u4ef6\u306f\u3001evidence \u306b\u539f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u305f\u3046\u3048\u3067\u3001\n \u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u306e\u3046\u3061\u4e00\u81f4\u3059\u308b\u3082\u306e\u306e\u8a18\u53f7\uff08A\uff0fB\uff0fC\uff09\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n \u4e00\u89a7\u306b\u4e00\u81f4\u3059\u308b\u3082\u306e\u304c\u7121\u3051\u308c\u3070 unlisted \u3068\u3057\u3001\u8aad\u307f\u66ff\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306f\u3001\u8868\u9762\u3068\u88cf\u9762\u306e\u4e21\u65b9\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 missing \u3067\u3059\u3002\u300c\u901a\u5e38\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3068\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u8b66\u544a\u304c\u51fa\u3066\u3044\u308b\u30da\u30fc\u30b8\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u30da\u30fc\u30b8\u306b\u3042\u308a\u3046\u308b\u9805\u76ee\u306f\n missing \u3067\u306f\u306a\u304f unreadable \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u539f\u6587\u306e\u307e\u307e\u3001\u30da\u30fc\u30b8\u756a\u53f7\u3068\u4e00\u7dd2\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u306e\u6761\u4ef6\u306b\u8db3\u308a\u308b\u304b\u3001\u8ffd\u52a0\u3067\u4fdd\u967a\u3092\u624b\u914d\u3059\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u967a\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u30a4\u30f3\u30dc\u30a4\u30b9\u3001\u4fdd\u967a\u6599\u306e\u8acb\u6c42\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n \u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u8aad\u307f\u53d6\u308a\u306e\u8b66\u544a\u304c\u3042\u3063\u305f\u30da\u30fc\u30b8\u3011{warning_pages}\n\u3010\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011{clause_aliases}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b present \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u533a\u5206\u306e\u76f4\u5f8c\u306b\u7f6e\u304f\u306e\u306f\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u62c5\u4fdd\u6761\u4ef6\u306e\u6b04\u306b\u306f\u4f55\u304b\u3057\u3089\u306e\u7d04\u6b3e\u540d\u304c\u5fc5\u305a\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u5185\u5bb9\u3092\u898b\u305a\u306b `present` \u3067\u901a\u308a\u307e\u3059\u3002**\n\n**\u8b66\u544a\u306e\u3042\u3063\u305f\u30da\u30fc\u30b8\u3092\u6e21\u3059\u306e\u306f\u3001`missing` \u3068 `unreadable` \u3092\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002** \u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u77e5\u3089\u306a\u3051\u308c\u3070\u3001**\u6226\u4e89\u306e\u7d04\u6b3e\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u3092\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3068\u3057\u3066\u7b54\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema`\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u6570\u5024\u306e `minimum`\u30fb`maximum` \u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u5024\u306e\u7bc4\u56f2\u306f Python \u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n```json\n{\n \"contract_no\": \"IMP-2026-0912\",\n \"document_type\": \"insurance_certificate\",\n \"items\": [\n { \"item\": \"sum_insured\", \"status\": \"present\",\n \"value\": \"USD 132,000.00\", \"amount\": \"132000.00\", \"currency\": \"USD\",\n \"page\": 1, \"confidence\": 98.1, \"evidence\": \"Amount Insured: USD 132,000.00\" },\n { \"item\": \"conditions\", \"status\": \"present\",\n \"value\": \"Institute Cargo Clauses (C) 1\/1\/09\", \"clause_code\": \"C\",\n \"page\": 1, \"confidence\": 96.4, \"evidence\": \"Conditions: Institute Cargo Clauses (C) 1\/1\/09\" }\n ]\n}\n```\n\n`items` \u306b\u306f7\u9805\u76ee\u3092\u4e26\u3079\u307e\u3059\u3002`item` \u306f `cert_and_assured` \uff0f `sum_insured` \uff0f `conditions` \uff0f `war_strikes` \uff0f `voyage` \uff0f `cargo` \uff0f `claims_payable` \u3067\u3059\u3002\n\n**\u7167\u5408\u306f Python \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u884c\u3044\u3001\u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n| \u5370 | \u4ed8\u304f\u6761\u4ef6 |\n|:--|:--|\n| `amount_short` | \u4fdd\u967a\u91d1\u984d\u304c\u300c\u5951\u7d04\u91d1\u984d \u00d7 \u53f0\u5e33\u306e\u5272\u5408\u300d\u306b\u5c4a\u304b\u306a\u3044 |\n| `currency_mismatch` | \u8a3c\u660e\u66f8\u306e\u901a\u8ca8\u304c\u5951\u7d04\u306e\u901a\u8ca8\u3068\u9055\u3046 |\n| `clause_short` | \u62c5\u4fdd\u6761\u4ef6\u306e\u8a18\u53f7\u304c\u3001\u53f0\u5e33\u3067\u6c42\u3081\u308b\u8a18\u53f7\u3088\u308a\u4e0b\uff08\u6c42\u3081\u305f A \u306b\u5bfe\u3057\u3066 C \u306a\u3069\uff09 |\n| `war_strikes_missing` | \u53f0\u5e33\u3067\u6c42\u3081\u3066\u3044\u308b\u306e\u306b\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u304c `missing` |\n| `voyage_mismatch` | \u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u30fb\u8239\u540d\u304c\u53f0\u5e33\u306e\u8239\u7a4d\u306e\u60c5\u5831\u3068\u5408\u308f\u306a\u3044 |\n| `cargo_mismatch` | \u54c1\u540d\u304c\u53f0\u5e33\u306e\u54c1\u540d\u3068\u5408\u308f\u306a\u3044\uff08\u547c\u3073\u65b9\u306e\u63fa\u308c\u306e\u4e00\u89a7\u3067\u7167\u3089\u3057\u305f\u3046\u3048\u3067\uff09 |\n| `claims_place_missing` | \u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u304c `missing` |\n\n**\u5224\u5b9a\u306f\u3001\u5370\u3068\u72b6\u614b\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u898f\u5247\u3068\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | 7\u9805\u76ee\u304c\u3059\u3079\u3066 `present` \u3067\u3001\u5370\u304c1\u3064\u3082\u7121\u3044 |\n| `needs_correction` | \u5370\u304c1\u3064\u4ee5\u4e0a\u3042\u308a\u3001\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u306e\u72b6\u614b\u304c\u3059\u3079\u3066 `present` \u304b `missing` |\n| `needs_human` | `unreadable`\u30fb`ambiguous`\u30fb`unlisted`\u30fb`not_fixed`\u30fb`reference_only` \u304c1\u3064\u3067\u3082\u3042\u308b |\n\n**`status` \u306fAI\u304c\u4ed8\u3051\u3001\u5370\u306f Python \u304c\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u4ed8\u3051\u3001`verdict` \u306f\u898f\u5247\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u5c64\u3092\u5206\u3051\u3066\u304a\u3051\u3070\u3001\u5951\u7d04\u306e\u6761\u4ef6\u304c\u5909\u308f\u3063\u3066\u3082\u76f4\u3059\u306e\u306f\u53f0\u5e33\u3068\u898f\u5247\u3060\u3051\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | 7\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u8a02\u6b63\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u6848\u4ef6\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\uff08\u7167\u5408\uff09\u3068\u3001\u78ba\u8a8d\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u6761\u4ef6\u3092\u5f15\u304d\u3001\u78ba\u8a8d\u306e\u7d50\u679c\u3092\u66f8\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c |\n\n**\u6848\u4ef6\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u300c\u4fdd\u967a\u306e\u78ba\u8a8d\u300d\u306e\u5217\u3060\u3051\u306b\u9650\u308a\u307e\u3059\u3002** \u7167\u5408\u306e\u5143\u306b\u306a\u308b\u5217\u3092\u3001\u7167\u5408\u3059\u308b\u5074\u304c\u66f8\u304d\u63db\u3048\u3089\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u8f38\u5165\u7ba1\u7406\u3068\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `needs_correction` \u3068 `needs_human` \u306e\u8a3c\u660e\u66f8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u5951\u7d04\u756a\u53f7\u3068\u58f2\u308a\u624b\u3092\u6d41\u3057\u898b\u3066\u3001\u78ba\u8a8d\u306e\u5217\u3092\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u88cf\u9762\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u4e00\u89a7\u306b\u7121\u3044\u7d04\u6b3e\u306e\u66f8\u304d\u65b9\u3067\u3059\n2. **`needs_correction` \u306e\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068\u30da\u30fc\u30b8\u3067\u3001\u8a3c\u660e\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u76ee\u3067\u898b\u307e\u3059\n3. **`clause_short` \u3068 `amount_short` \u306e\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b** \u2026 \u58f2\u308a\u624b\u306b\u8a02\u6b63\u3092\u983c\u3080\u304b\u3001\u81ea\u793e\u3067\u4e0a\u4e57\u305b\u306e\u4fdd\u967a\u3092\u624b\u914d\u3059\u308b\u304b\u3092\u3001\u8ab2\u9577\u3068\u6c7a\u3081\u307e\u3059\n4. **\u8a02\u6b63\u4f9d\u983c\u3092\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n5. **\u5370\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u3001\u3053\u306e\u69cb\u6210\u304c\u6c7a\u3081\u306a\u3044\u90e8\u5206\u3067\u3059\u3002** \u8239\u304c\u3059\u3067\u306b\u51fa\u3066\u3044\u308c\u3070\u3001**\u58f2\u308a\u624b\u306e\u4fdd\u967a\u3092\u76f4\u3059\u3088\u308a\u81ea\u793e\u3067\u624b\u914d\u3059\u308b\u307b\u3046\u304c\u65e9\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u958b\u304f\u306e\u306f2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\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\u306e\u3067\u3001\u58f2\u308a\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080 |\n| \u8239\u7a4d\u66f8\u985e\u4e00\u5f0f\u304c1\u3064\u306ePDF | \u8a3c\u660e\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u660e\u66f8 | \u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u306b\u5165\u308c\u3066\u76ee\u3067\u898b\u308b |\n| \u72b6\u614b\u304c `PARTIAL_SUCCESS` | \u8b66\u544a\u306e\u30da\u30fc\u30b8\u3092 `unreadable` \u3068\u3057\u3066\u6271\u3044\u3001`needs_human` \u3078 |\n| \u4fdd\u967a\u91d1\u984d\u304c\u300cas per invoice\u300d | `reference_only`\u3002\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5951\u7d04\u756a\u53f7\u3067\u53f0\u5e33\u304c\u5f15\u3051\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u62c5\u5f53\u8005\u306b\u623b\u3059\u3002**\u63a8\u6e2c\u3067\u8fd1\u3044\u6848\u4ef6\u306b\u5f53\u3066\u306a\u3044** |\n| \u4fdd\u967a\u8a3c\u660e\u66f8\u3067\u306a\u304f\u4fdd\u967a\u6599\u306e\u8acb\u6c42\u66f8\u304c\u5c4a\u304f | `document_type` \u3092\u898b\u3066\u3001\u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u51e6\u7406\u304c\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8fd4\u3055\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u307e\u3067\u304c\u3001\u8a66\u3059\u6bb5\u968e\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u308b\u306f\u305a\u3067\u3059\u3002** \u3069\u308c\u3082\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3001**\u8239\u7a4d\u66f8\u985e\u306e\u6848\u5185\u306b\u300c\u4fdd\u967a\u8a3c\u660e\u66f8\u306f\u5358\u72ec\u306e\u6587\u5b57\u306e\u5165\u3063\u305fPDF\u3067\u300d\u3068\u4e00\u6587\u8db3\u305b\u3070\u591a\u304f\u306f\u6e1b\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a3c\u660e\u66f8\u30d5\u30a1\u30a4\u30eb\uff08\u7248\u3092\u542b\u3080\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u4e3b\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001`Warnings` \u306e\u30da\u30fc\u30b8\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305f7\u9805\u76ee\u306eJSON\u3001Python \u304c\u4ed8\u3051\u305f\u5370\u3001`verdict`\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6848\u4ef6\u53f0\u5e33\u306e\u6761\u4ef6**\uff08\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3001\u5272\u5408\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u8981\u5426\uff09\n- **\u4eba\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u65e5\u6642\u3068\u3001\u518d\u767a\u884c\u3055\u308c\u305f\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u53f0\u5e33\u306e\u6761\u4ef6\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u6761\u4ef6\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u5f53\u6642\u306e\u6761\u4ef6\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u4e8b\u6545\u306e\u3042\u3068\u306b\u300c\u5f53\u6642\u306f\u8db3\u308a\u3066\u3044\u305f\u306e\u304b\u300d\u3092\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u4fdd\u967a\u8a3c\u660e\u66f8\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**\u8868\u9762\u306b\u62c5\u4fdd\u6761\u4ef6\u304c\u7121\u304f\u88cf\u9762\u306b\u3060\u3051\u3042\u308b\u3082\u306e\u3001\u901a\u8ca8\u304c\u5951\u7d04\u3068\u9055\u3046\u3082\u306e\u3001(C) \u306e\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u4ef6\u305a\u3064\u6e21\u3057\u3001\u300c\u3053\u306e\u4fdd\u967a\u8a3c\u660e\u66f8\u306e\u3001\u4fdd\u967a\u91d1\u984d\u3068\u901a\u8ca8\u3001\u62c5\u4fdd\u6761\u4ef6\u3001\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306e\u6709\u7121\u3001\u8239\u540d\u30fb\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\u3001\u54c1\u540d\u3001\u4fdd\u967a\u91d1\u306e\u652f\u6255\u5730\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u7a7a\u6b04\u306b\u3057\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6839\u62e0\u306e\u884c\u3092\u539f\u6587\u306e\u307e\u307e\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u6848\u4ef6\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u898b\u6bd4\u3079\u3001\u5f53\u6642\u306e\u78ba\u8a8d\u3067\u898b\u843d\u3068\u3057\u3066\u3044\u305f\u4e0d\u8db3\u304c\u7121\u3044\u304b\u3092\u6570\u3048\u308b\n4. \u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u306b\u3064\u3044\u3066\u3001AI\u306e\u7b54\u3048\u3068\u8a3c\u660e\u66f8\u306e\u539f\u6587\u30921\u4ef6\u305a\u3064\u898b\u6bd4\u3079\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u62c5\u4fdd\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u8aad\u307f\u66ff\u3048\u306a\u3044\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u7d04\u6b3e\u3092\u88dc\u308f\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u4fdd\u6761\u4ef6\u3068\u7d04\u6b3e\u3092\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u898b\u3064\u304b\u3089\u306a\u3044\u7d04\u6b3e\u3092\u300c\u901a\u5e38\u306f\u4ed8\u3044\u3066\u3044\u308b\u300d\u3068\u7b54\u3048\u305f | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u88cf\u9762\u306e\u5b57\u304c\u8aad\u3081\u306a\u3044\u8a3c\u660e\u66f8\u304c\u591a\u3044 | **\u53d7\u3051\u53d6\u308a\u65b9\u304c\u5148\u3002** \u58f2\u308a\u624b\u306b\u5358\u72ec\u306ePDF\u3092\u983c\u3080 |","minimal_setup_short":"\u8a3c\u660e\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u6848\u4ef6\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u5370\u3068\u5224\u5b9a\u3092\u4ed8\u3051\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u53d6\u308a\u51fa\u3057\u3001\u7167\u5408\u3001\u5224\u5b9a","full_setup":"\u4e0a\u8a18\uff0b\u58f2\u308a\u624b\u3078\u306e\u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u3001\u58f2\u308a\u624b\u3054\u3068\u306e\u4e0d\u8db3\u306e\u50be\u5411\u306e\u6708\u6b21\u306e\u96c6\u8a08 \uff0f \u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u3001\u58f2\u308a\u624b\u3068\u306e\u6761\u4ef6\u306e\u898b\u76f4\u3057\u306e\u6750\u6599","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u3068\u5224\u5b9a\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**1\u4ef615\u5206\u304c4\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u58f2\u308a\u624b\u3054\u3068\u306e\u50be\u5411\u3067\u3059\u3002** \u540c\u3058\u58f2\u308a\u624b\u304c\u6bce\u56de (C) \u3067\u624b\u914d\u3057\u3066\u3044\u308b\u306a\u3089\u3001**\u6b21\u306e\u5951\u7d04\u3067\u62c5\u4fdd\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u898b\u76f4\u3059\u307b\u3046\u304c\u65e9\u304f\u6e08\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8cea\u554f\u304c\u88cf\u9762\u306b\u5f53\u305f\u3089\u306a\u3044 | **`Pages` \u3092\u6307\u5b9a\u3057\u306a\u3044\u30681\u30da\u30fc\u30b8\u76ee\u3060\u3051\u3002** `*` \u3092\u5165\u308c\u308b |\n| \u88cf\u9762\u304c\u8aad\u3081\u306a\u3044\u306e\u306b\u7d04\u6b3e\u304c `missing` \u306b\u306a\u308b | `Warnings` \u306e\u30da\u30fc\u30b8\u3092 `unreadable` \u3068\u3057\u3066\u6e21\u3059 |\n| \u62c5\u4fdd\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u8aad\u307f\u66ff\u3048\u308b | \u539f\u6587\u3092\u5199\u3055\u305b\u3001**\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u306f `unlisted`** |\n| \u898b\u3064\u304b\u3089\u306a\u3044\u7d04\u6b3e\u3092\u88dc\u3046 | \u6307\u793a\u3067\u7981\u3058\u3001`evidence` \u304c\u7a7a\u306e `present` \u3092\u6a5f\u68b0\u7684\u306b\u62fe\u3046 |\n| \u901a\u8ca8\u306e\u9055\u3044\u3092\u898b\u843d\u3068\u3059 | \u91d1\u984d\u3068\u901a\u8ca8\u3092\u5206\u3051\u3066\u53d6\u308a\u51fa\u3057\u3001**\u901a\u8ca8\u306e\u7167\u5408\u3092\u5148\u306b\u884c\u3046** |\n| \u53f0\u5e33\u306e\u6761\u4ef6\u304c\u81ea\u7531\u6587\u3067\u7167\u5408\u3067\u304d\u306a\u3044 | \u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u306e\u5217\u3092 `A`\uff0f`B`\uff0f`C` \u3067\u66f8\u304d\u76f4\u3059 |\n| \u54c1\u540d\u304c\u53f0\u5e33\u3068\u5408\u308f\u306a\u3044 | \u58f2\u308a\u624b\u306e\u54c1\u540d\u3068\u81ea\u793e\u306e\u54c1\u540d\u306e\u63fa\u308c\u306e\u4e00\u89a7\u3092\u4f5c\u308b |\n| \u5951\u7d04\u756a\u53f7\u306e\u53d6\u308a\u9055\u3048 | \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5951\u7d04\u756a\u53f7\u3067\u5f15\u3051\u306a\u3051\u308c\u3070\u6b62\u3081\u308b |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u8a3c\u660e\u66f8\u304c\u6df7\u3056\u308b | \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3002**\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u3078** |\n| \u8a02\u6b63\u4f9d\u983c\u304c\u81ea\u52d5\u3067\u98db\u3076 | **\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002** \u9001\u4fe1\u306f\u4eba\u304c\u884c\u3046 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u88cf\u9762\u306e\u6271\u3044\u306e\u554f\u984c\u3067\u3001**\u8cea\u554f\u306e\u30da\u30fc\u30b8\u306e\u6307\u5b9a\u3068\u8aad\u307f\u53d6\u308a\u306e\u8b66\u544a\u306e\u6271\u3044\u3092\u6700\u521d\u304b\u3089\u5165\u308c\u3066\u304a\u3051\u3070\u9632\u3052\u307e\u3059\u3002**\n\n**\u8a02\u6b63\u4f9d\u983c\u306e\u81ea\u52d5\u9001\u4fe1\u306f\u3001\u6700\u521d\u304b\u3089\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8aa4\u3063\u305f\u5370\u306e\u307e\u307e\u58f2\u308a\u624b\u306b\u6761\u4ef6\u306e\u4e0d\u8db3\u3092\u6307\u6458\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u58f2\u308a\u624b\u3068\u81ea\u793e\u306e\u540d\u79f0\u3001\u5951\u7d04\u756a\u53f7\u3001\u5951\u7d04\u91d1\u984d\u3068\u4fdd\u967a\u91d1\u984d\u3001\u54c1\u540d\u3068\u6570\u91cf\u3001\u8239\u540d\u3068\u822a\u8def\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307e\u308c\u307e\u305b\u3093\u304c\u3001\u53d6\u5f15\u306e\u6761\u4ef6\u3068\u91d1\u984d\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8a3c\u660e\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u307e\u3067\u306b\u9650\u308b** \u2026 \u6848\u4ef6\u53f0\u5e33\u305d\u306e\u3082\u306e\u306fAI\u306b\u6e21\u3055\u305a\u3001**\u7167\u5408\u306f Python \u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002** 120\u793e\u5206\u306e\u5951\u7d04\u91d1\u984d\u3068\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u5916\u3078\u51fa\u3055\u306a\u3044\u305f\u3081\u3067\u3059\n2. **\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u81ea\u793e\u306e\u5074\u306b\u7f6e\u304f** \u2026 `OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u3001`KMSKeyId` \u3067\u81ea\u793e\u306e\u9375\u306b\u3088\u308b\u6697\u53f7\u5316\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\u4fdd\u7ba1\u306e\u671f\u9593\u3092\u793e\u5185\u306e\u6587\u66f8\u7ba1\u7406\u306e\u6c7a\u307e\u308a\u306b\u5408\u308f\u305b\u307e\u3059\n3. **\u62c5\u4fdd\u6761\u4ef6\u306e\u8a55\u4fa1\u3092\u4ee3\u66ff\u3057\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u8a3c\u660e\u66f8\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3068\u3001\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u306e\u5dee\u3067\u3059\u3002**\u88dc\u511f\u304c\u5341\u5206\u304b\u3001\u8ffd\u52a0\u3067\u624b\u914d\u3059\u308b\u304b\u306f\u3001\u8ab2\u9577\u3068\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u58f2\u308a\u624b\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002\u8aa4\u3063\u305f\u6307\u6458\u306f\u3001\u58f2\u308a\u624b\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304d\u307e\u3059\n5. **\u4e8b\u6545\u306e\u3042\u3068\u306b\u8aac\u660e\u3067\u304d\u308b\u8a18\u9332\u3092\u6b8b\u3059** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u3069\u306e\u5370\u3092\u898b\u3066\u901a\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4e0d\u8db3\u3092\u898b\u843d\u3068\u3057\u3066\u901a\u3059\u3053\u3068\u3068\u3001\u4e0d\u8db3\u3067\u306a\u3044\u3082\u306e\u3092\u58f2\u308a\u624b\u306b\u6307\u6458\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `unreadable` \u3092 `missing` \u3084 `present` \u306b\u6df7\u305c\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u7d04\u6b3e\u306e\u66f8\u304d\u65b9\u3092\u8aad\u307f\u66ff\u3048\u306a\u3044\u307e\u307e `clause_short` \u3092\u4ed8\u3051\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u72b6\u614b\u306e\u533a\u5225\u304b\u3089\u51fa\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"CIF\u3084CIP\u306a\u3069\u3001\u58f2\u308a\u624b\u304c\u8ca8\u7269\u6d77\u4e0a\u4fdd\u967a\u3092\u624b\u914d\u3059\u308b\u6761\u4ef6\u3067\u6d77\u5916\u304b\u3089\u4ed5\u5165\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u5c0f\u58f2\u306e\u8f38\u5165\u90e8\u9580\u3002\u6d77\u5916\u306e\u58f2\u308a\u624b\u3084\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u82f1\u6587\u306e\u4fdd\u967a\u8a3c\u660e\u66f8\uff08Insurance Certificate\uff09\u304cPDF\u3067\u5c4a\u304d\u3001\u4fdd\u967a\u91d1\u984d\u30fb\u62c5\u4fdd\u6761\u4ef6\u30fb\u822a\u8def\u304c\u58f2\u8cb7\u5951\u7d04\u3084\u4fe1\u7528\u72b6\u306e\u6761\u4ef6\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u3066\u3044\u308b\u5834\u5408\u3002\u6708\u306b\u767e\u4ef6\u3092\u8d85\u3048\u308b\u8f38\u5165\u6848\u4ef6\u304c\u3042\u308a\u3001\u6848\u4ef6\u53f0\u5e33\uff08\u5951\u7d04\u91d1\u984d\u3001\u901a\u8ca8\u3001\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u3001\u4ed5\u51fa\u5730\u30fb\u4ed5\u5411\u5730\uff09\u3092\u8868\u3067\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"FOB\u3084FCA\u306a\u3069\u3001\u81ea\u793e\uff08\u8cb7\u3044\u624b\uff09\u304c\u4fdd\u967a\u3092\u624b\u914d\u3059\u308b\u6761\u4ef6\u306e\u8f38\u5165\u304c\u4e2d\u5fc3\u3067\u3001\u58f2\u308a\u624b\u304b\u3089\u4fdd\u967a\u8a3c\u660e\u66f8\u304c\u5c4a\u304b\u306a\u3044\u5834\u5408\u3002\u5305\u62ec\u4e88\u5b9a\u4fdd\u967a\u3067\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u304c\u3059\u3079\u3066\u306e\u8f38\u5165\u3092\u5f15\u304d\u53d7\u3051\u3066\u304a\u308a\u3001\u58f2\u308a\u624b\u306e\u4fdd\u967a\u3092\u78ba\u304b\u3081\u308b\u5de5\u7a0b\u304c\u7121\u3044\u5834\u5408\u3002\u4fdd\u967a\u8a3c\u660e\u66f8\u304c\u65e5\u672c\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u306a\u3069\u82f1\u8a9e\u4ee5\u5916\u3067\u5c4a\u304f\u3053\u3068\u304c\u591a\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u8cea\u554f\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3059\uff09\u3002\u306a\u304a\u3001\u62c5\u4fdd\u6761\u4ef6\u304c\u5341\u5206\u304b\u306e\u8a55\u4fa1\u3001\u7d04\u6b3e\u306e\u89e3\u91c8\u3001\u4fdd\u967a\u3092\u8ffd\u52a0\u3067\u624b\u914d\u3059\u308b\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6848\u4ef6\u53f0\u5e33\u306e\u5217\u3092\u66f8\u304d\u76f4\u3059**\n\n\u300c\u6c42\u3081\u308b\u62c5\u4fdd\u6761\u4ef6\u300d\u306e\u5217\u3092 `A`\uff0f`B`\uff0f`C` \u306e\u6c7a\u307e\u3063\u305f\u5024\u306b\u3057\u3001**\u6226\u4e89\u30fb\u30b9\u30c8\u30e9\u30a4\u30ad\u306e\u7d04\u6b3e\u3092\u6c42\u3081\u308b\u304b\u306e\u5217\u3068\u3001\u4fdd\u967a\u91d1\u984d\u306e\u5272\u5408\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u3002\u4ef6\u6570\u306e\u591a\u3044\u4e0a\u4f4d30\u793e\u306e\u58f2\u308a\u624b\u3068\u306e\u5951\u7d04\u304b\u3089\u57cb\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8a3c\u660e\u66f8\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306b\u6e21\u3057\u3066\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u898b\u3064\u304b\u3089\u306a\u3044\u7d04\u6b3e\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u62c5\u4fdd\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u8aad\u307f\u66ff\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7d04\u6b3e\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u904e\u53bb\u306e\u8a3c\u660e\u66f8\u304b\u3089\u62c5\u4fdd\u6761\u4ef6\u3068\u8ffd\u52a0\u306e\u7d04\u6b3e\u306e\u66f8\u304d\u65b9\u3092\u96c6\u3081\u3001\u3069\u308c\u304c `A`\u30fb`B`\u30fb`C` \u306b\u5f53\u305f\u308b\u304b\u3092\u8ab2\u3067\u6c7a\u3081\u307e\u3059\u3002**\u8ff7\u3046\u66f8\u304d\u65b9\u306f\u3001\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u7167\u5408\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3\u3001Lambda\u3001Textract\u3001Claude API\u3001Python \u306e\u7167\u5408\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f `verdict` \u3092\u51fa\u3055\u305a\u30017\u9805\u76ee\u3068\u5370\u306e\u4e00\u89a7\u3060\u3051\u3092\u62c5\u5f53\u8005\u304c\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** `verdict` \u3092\u51fa\u3057\u3001`needs_correction` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u8a02\u6b63\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u58f2\u308a\u624b\u3054\u3068\u306e\u4e0d\u8db3\u306e\u50be\u5411\u304c\u898b\u3048\u3001\u6b21\u306e\u5951\u7d04\u306e\u6761\u4ef6\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3048\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0061","UC-0457","UC-0673","UC-1066"],"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":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067 XFA \u306ePDF\u306f\u975e\u5bfe\u5fdc\u306a\u3053\u3068\u3002\u975e\u540c\u671f\u3067PDF\u3068TIFF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u306a\u3053\u3068\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068\u3002\u8cea\u554f\u306f\u975e\u540c\u671f\u30671\u30da\u30fc\u30b8\u3042\u305f\u308a30\u500b\u307e\u3067\u306a\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u306e6\u3064\u3067\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u306a\u3053\u3068\u3002\u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\uff08150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u306a\u3053\u3068\u3002\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u306a\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-15 |\n| \u8cea\u554f\u306e `Pages` \u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u3067 `[\"1\"]` \u306b\u306a\u308b\u3053\u3068\u3002`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u305b\u308b\u3053\u3068\u3002\u8cea\u554f\u306e\u6587\u3068 `Alias` \u304c200\u6587\u5b57\u307e\u3067\u306a\u3053\u3068 | [AWS: Query](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-15 |\n| `FeatureTypes` \u306b `TABLES`\uff0f`FORMS`\uff0f`QUERIES` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u5b8c\u4e86\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058\u30b8\u30e7\u30d6\u306e\u4e8c\u91cd\u8d77\u52d5\u3092\u9632\u3052\u308b\u3053\u3068\u3002`JobTag` \u304c\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002`OutputConfig` \u3068 `KMSKeyId` \u3067\u51fa\u529b\u5148\u3068\u6697\u53f7\u5316\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-15 |\n| \u7d50\u679c\u304c1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067 `NextToken` \u3067\u7d9a\u304d\u3092\u53d6\u308b\u3053\u3068\u3002\u72b6\u614b\u306b `PARTIAL_SUCCESS` \u304c\u3042\u308a `Warnings` \u306b\u30da\u30fc\u30b8\u304c\u8fd4\u308b\u3053\u3068\u3002\u8cea\u554f\u306e\u4e0a\u9650\u8d85\u904e\u3084\u5b58\u5728\u3057\u306a\u3044\u30da\u30fc\u30b8\u3078\u306e\u8cea\u554f\u304c `INVALID_REQUEST_PARAMETERS` \u3068\u3057\u3066\u51fa\u308b\u3053\u3068 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-15 |\n| `output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\u3059\u308b\u3068\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f JSON \u3067\u8fd4\u308b\u3053\u3068\u3002\u6570\u5024\u306e `minimum`\u30fb`maximum` \u3068\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-15 |\n| CIP\u3067\u306f\u58f2\u308a\u624b\u304c Clauses 'A'\uff08all risks\uff09\u76f8\u5f53\u3001CIF\u3067\u306f Clause 'C'\uff08minimum cover\uff09\u76f8\u5f53\u306e\u4fdd\u967a\u3092\u624b\u914d\u3059\u308b\u3053\u3068 | [ICC Academy: Incoterms 2020 CIP or CIF](https:\/\/academy.iccwbo.org\/incoterms\/article\/incoterms-2020-cip-or-cif\/) | 2026-10-15 |\n\n**\u62c5\u4fdd\u6761\u4ef6\u304c\u5341\u5206\u304b\u3001\u4fdd\u967a\u3092\u8ffd\u52a0\u3067\u624b\u914d\u3059\u308b\u304b\u306f\u3001\u81ea\u793e\u306e\u4fdd\u967a\u4f1a\u793e\u3068\u76f8\u8ac7\u3057\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[28,22,21,18],"uc_department":[53,50],"uc_task":[60,65],"uc_issue":[71,67,72],"uc_effect":[83,78,85],"uc_ai_function":[93],"class_list":["post-16247","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-trading","uc_industry-retail","uc_industry-logistics","uc_industry-manufacturing","uc_department-logistics-dept","uc_department-procurement","uc_task-review-check","uc_task-comparison","uc_issue-short-staffed","uc_issue-too-much-entry","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-hours-saved","uc_effect-prevent-loss","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/16247","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/16247\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=16247"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=16247"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=16247"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=16247"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=16247"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=16247"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=16247"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=16247"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=16247"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=16247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}