{"id":16396,"date":"2026-10-26T14:07:10","date_gmt":"2026-10-26T05:07:10","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-halal-certificate-check\/"},"modified":"2026-10-26T14:07:10","modified_gmt":"2026-10-26T05:07:10","slug":"en-halal-certificate-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-halal-certificate-check\/","title":{"rendered":"\u98df\u54c1\u539f\u6599\u306e\u8f38\u5165\u5546\u793e\u304c\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u6709\u52b9\u671f\u9650\u3092\u539f\u6599\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u3001\u671f\u9650\u5207\u308c\u3068\u5bfe\u8c61\u5916\u306e\u54c1\u76ee\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u88fd\u9020\u6240\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u6709\u52b9\u671f\u9650\u3092\u539f\u6599\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u671f\u9650\u5207\u308c\u3001\u5bfe\u8c61\u54c1\u76ee\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u539f\u6599\u3001\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u306a\u3044\u8a8d\u8a3c\u6a5f\u95a2\u306e\u3082\u306e\u3092\u3001\u9867\u5ba2\u306b\u51fa\u3059\u524d\u306b\u62fe\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1750","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-26","tech_verified_date":"2026-10-26","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a8d\u8a3c\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\u3002\n\n\u4fdd\u5b58\u3059\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u3092\u5165\u308c\u308b\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u4ee3\u7406\u5e97\u304b\u3089\u8ee2\u9001\u3055\u308c\u3066\u304f\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u5dee\u51fa\u4eba\u304b\u3089\u81ea\u52d5\u3067\u53d6\u308b\u3068**\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u3068\u7167\u3089\u3059**\u304a\u305d\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u8d77\u70b9\u306f\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3059\u3002** \u8a8d\u8a3c\u66f8\u306f\u8aad\u307e\u305a\u3001\u53f0\u5e33\u306e\u671f\u9650\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u3060\u3051\u3092\u898b\u76f4\u3057\u3066\u3001**\u671f\u9650\u307e\u306760\u65e5\u3092\u5207\u3063\u305f\u3082\u306e\u3068\u3001\u4e00\u89a7\u306e\u6539\u5b9a\u3067\u5916\u308c\u305f\u6a5f\u95a2\u306e\u3082\u306e**\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8 | PDF\u3002\u8868\u9762\uff08\u6a5f\u95a2\u30fb\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u671f\u9650\uff09\u3068\u5225\u8868\uff08\u5bfe\u8c61\u54c1\u76ee\u306e\u4e00\u89a7\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| \u539f\u6599\u306e\u60c5\u5831 | \u54c1\u756a\u3001**\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\uff08\u8a8d\u8a3c\u66f8\u306b\u66f8\u304b\u308c\u308b\u547c\u3073\u65b9\uff09**\u3001\u30e1\u30fc\u30ab\u30fc\u3001**\u88fd\u9020\u6240\u306e\u4f4f\u6240**\u3001\u7d0d\u5165\u5148 | \u539f\u6599\u53f0\u5e33 |\n| \u9867\u5ba2\u306e\u6307\u5b9a | \u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\uff08\u300cJAKIM\u306e\u4e00\u89a7\u300d\u307e\u305f\u306f\u6a5f\u95a2\u540d\u306e\u5217\u6319\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7 | JAKIM\u306e\u4e00\u89a7\u306b\u8f09\u3063\u305f\u6a5f\u95a2\u306e\u540d\u524d\u30fb\u56fd\u30fb\u4f4f\u6240\u3068\u3001**\u4e00\u89a7\u306e\u6709\u52b9\u65e5** | \u516c\u8868\u3055\u308c\u305f\u4e00\u89a7\u304b\u3089\u81ea\u793e\u3067\u8d77\u3053\u3057\u305f\u8868 |\n| \u6a5f\u95a2\u540d\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7 | \u7565\u79f0\u3001\u65e7\u540d\u3001\u73fe\u5730\u8a9e\u306e\u540d\u524d\u306a\u3069\u3001\u540c\u3058\u6a5f\u95a2\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\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u3068\u6a5f\u95a2\u540d\u306e\u547c\u3073\u65b9\u306e2\u3064\u3067\u3059\u3002** \u81ea\u793e\u306e\u54c1\u756a\u304c\u300c\u4e73\u5316\u5264E-12\u300d\u3067\u3082\u3001\u5225\u8868\u306b\u306f\u300cEmulsifier Type 12 (Powder)\u300d\u3068\u66f8\u304b\u308c\u307e\u3059\u3002**\u3053\u306e\u5bfe\u5fdc\u304c\u7121\u3051\u308c\u3070\u3001\u8f09\u3063\u3066\u3044\u308b\u539f\u6599\u3092\u300c\u5bfe\u8c61\u5916\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\n\n**\u6307\u5b9a\u3092\u805e\u3044\u3066\u3044\u306a\u3044\u9867\u5ba2\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3001\u7167\u5408\u306e\u898f\u5247\u3067 `needs_human` \u306b\u56de\u3057\u307e\u3059\u3002** \u7a7a\u6b04\u3092\u300c\u3069\u306e\u6a5f\u95a2\u3067\u3082\u3088\u3044\u300d\u3068\u8aad\u307e\u306a\u3044\u305f\u3081\u3067\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\u5225\u8868\u306e\u54c1\u76ee\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u671f\u9650 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306b `*` | \u5225\u8868\u306e\u30da\u30fc\u30b8\u306b\u3082\u8cea\u554f\u3092\u5f53\u3066\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a8d\u8a3c\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u30e1\u30fc\u30ab\u30fc\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_BODY` | Who issued this halal certificate? |\n| `CERT_NO` | What is the certificate number? |\n| `HOLDER` | Which company is certified? |\n| `SITE` | What is the address of the certified plant? |\n| `ISSUE_DATE` | What is the date of issue? |\n| `EXPIRY_DATE` | What is the expiry date? |\n\n**\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\u307e\u3059\u3002** \u6709\u52b9\u671f\u9650\u304c\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306e\u7f72\u540d\u306e\u8fd1\u304f\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u8a8d\u8a3c\u66f8\u3082\u3042\u308b\u305f\u3081\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\n\n**\u5bfe\u8c61\u54c1\u76ee\u306e\u4e00\u89a7\u306f\u3001\u8cea\u554f\u3067\u306f\u306a\u304f\u8868\u3068\u3057\u3066\u53d6\u308a\u3001\u30bb\u30eb\u306e\u5358\u4f4d\u3067\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002** \u7b87\u6761\u66f8\u304d\u306e\u5225\u8868\u3082\u3042\u308b\u306e\u3067\u3001\u5168\u6587\u3082\u4e00\u7dd2\u306b\u6e21\u3057\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\u30e1\u30fc\u30ab\u30fc\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\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\u898f\u683c\u66f8\u3084\u5206\u6790\u8a3c\u660e\u66f8\u3068\u307e\u3068\u3081\u30661\u3064\u306ePDF\u3067\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u8a8d\u8a3c\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u307e\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\u66f8\u306f\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**\u5225\u8868\u306e\u54c1\u76ee\u306f\u5c0f\u3055\u306a\u5b57\u3067\u8a70\u3081\u3066\u66f8\u304b\u308c\u308b\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. **\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u30896\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** \u539f\u6599\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\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| \u8a8d\u8a3c\u6a5f\u95a2 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u540d\u524d\u3068\u56fd\u3092\u5199\u3059 | \u30ed\u30b4\u3060\u3051\u3067\u540d\u524d\u304c\u7121\u3051\u308c\u3070 `missing` |\n| \u8a8d\u8a3c\u756a\u53f7 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u4f1a\u793e\u3068\u88fd\u9020\u6240\u304c\u6df7\u3056\u3063\u3066\u3044\u308c\u3070 `ambiguous` |\n| \u88fd\u9020\u6240 | \u4f4f\u6240\u3092\u5199\u3059\u3002\u8907\u6570\u3042\u308c\u3070\u5206\u3051\u3066\u4e26\u3079\u308b | \u300call plants\u300d\u7b49\u306f `not_specific` |\n| \u5bfe\u8c61\u54c1\u76ee | \u54c1\u540d\u30fb\u30d6\u30e9\u30f3\u30c9\u30fb\u54c1\u756a\u30921\u884c\u305a\u3064\u5199\u3059 | \u300cas per annex\u300d\u3067\u5225\u8868\u304c\u7121\u3051\u308c\u3070 `reference_only` |\n| \u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650 | \u65e5\u4ed8\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u5e74\u6708\u65e5\u306b\u76f4\u3059 | \u65e5\u4ed8\u306e\u4e26\u3073\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n\n**\u5bfe\u8c61\u54c1\u76ee\u306e\u6b04\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u54c1\u76ee\u30921\u884c\u305a\u3064\u5199\u3055\u305b\u3001**\u81ea\u793e\u306e\u3069\u306e\u54c1\u756a\u306b\u5f53\u305f\u308b\u304b\u306f\u9078\u3070\u305b\u307e\u305b\u3093\u3002** \u5f53\u3066\u308b\u306e\u306f Python \u304c\u53f0\u5e33\u306e\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u3068\u7167\u3089\u3057\u3066\u884c\u3044\u307e\u3059\u3002\u65e5\u4ed8\u306f\u3001\u300c05\/04\/2027\u300d\u304c4\u67085\u65e5\u304b5\u67084\u65e5\u304b\u3092\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` \u306b\u3055\u305b\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u5b97\u6559\u4e0a\u306e\u5224\u65ad\u306f\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4ed5\u4e8b |\n| \u8a8d\u8a3c\u6a5f\u95a2\u304c\u4fe1\u983c\u3067\u304d\u308b\u304b\u306e\u8a55\u4fa1 | \u9867\u5ba2\u306e\u6307\u5b9a\u3068\u516c\u8868\u3055\u308c\u305f\u4e00\u89a7\u3067\u6c7a\u3081\u308b |\n| \u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u54c1\u76ee\u306e\u8aad\u307f\u66ff\u3048 | \u300cType 12\u300d\u3068\u300cType 12 Powder\u300d\u3092\u540c\u3058\u3068\u3059\u308b\u3068\u5bfe\u8c61\u5916\u3092\u898b\u843d\u3068\u3059 |\n| \u671f\u9650\u306e\u5ef6\u9577\u306e\u63a8\u6e2c | \u300c\u66f4\u65b0\u4e2d\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u671f\u9650\u3067\u6271\u3046 |\n| \u9867\u5ba2\u306b\u51fa\u3057\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u898f\u5247\u3067\u6c7a\u3081\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u54c1\u540d\u306e\u7167\u5408\u306f Python \u3067\u5b8c\u5168\u4e00\u81f4\u3068\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3060\u3051\u306b\u9650\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u98df\u54c1\u539f\u6599\u306e\u8f38\u5165\u5546\u793e\u306e\u54c1\u8cea\u4fdd\u8a3c\u8ab2\u3067\u3001\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\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\u30596\u9805\u76ee\u3011\n1. \u8a8d\u8a3c\u6a5f\u95a2\uff08\u540d\u524d\u3068\u56fd\uff09\n2. \u8a8d\u8a3c\u756a\u53f7\n3. \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\n4. \u88fd\u9020\u6240\uff08\u4f4f\u6240\u3002\u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\uff09\n5. \u5bfe\u8c61\u54c1\u76ee\uff08\u54c1\u540d\u30fb\u30d6\u30e9\u30f3\u30c9\u30fb\u54c1\u756a\u30921\u884c\u305a\u3064\uff09\n6. \u767a\u884c\u65e5\u3068\u6709\u52b9\u671f\u9650\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- not_specific .... \u88fd\u9020\u6240\u304c\u300call plants\u300d\u306a\u3069\u7279\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\n- reference_only .. \u300cas per annex\u300d\u306a\u3069\u5225\u306e\u66f8\u985e\u3092\u53c2\u7167\u3059\u308b\u3068\u3060\u3051\u66f8\u304b\u308c\u3001\u305d\u306e\u66f8\u985e\u304c\u7121\u3044\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- \u5bfe\u8c61\u54c1\u76ee\u306f\u3001\u66f8\u304b\u308c\u305f\u54c1\u540d\u30921\u6587\u5b57\u3082\u5909\u3048\u305a\u306b1\u884c\u305a\u3064\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u54c1\u540d\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u81ea\u793e\u306e\u54c1\u756a\u306b\u8aad\u307f\u66ff\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e raw \u306b\u5199\u3057\u3001\u5e74\u6708\u65e5\u306b\u76f4\u3057\u305f\u5024\u3092 date \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u65e5\u3068\u6708\u306e\u4e26\u3073\u304c\u6c7a\u3081\u3089\u308c\u306a\u3044\u5834\u5408\u306f ambiguous \u3068\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300crenewal in progress\u300d\u306a\u3069\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u6709\u52b9\u671f\u9650\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u304c\u5ef6\u3073\u305f\u3082\u306e\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a8d\u8a3c\u6a5f\u95a2\u306e\u540d\u524d\u306f\u3001\u30ed\u30b4\u306e\u56f3\u67c4\u3067\u306f\u306a\u304f\u6587\u5b57\u3067\u66f8\u304b\u308c\u305f\u540d\u524d\u3092\u5199\u3057\u3066\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- \u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u3001\u9867\u5ba2\u306b\u51fa\u3057\u3066\u3088\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u898f\u683c\u66f8\u3001\u5206\u6790\u8a3c\u660e\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```\n\n**\u300c1\u6587\u5b57\u3082\u5909\u3048\u305a\u306b\u5199\u3059\u300d\u3092\u5f37\u304f\u66f8\u304f\u306e\u306f\u3001AI\u304c\u54c1\u540d\u3092\u6574\u3048\u305f\u304c\u308b\u304b\u3089\u3067\u3059\u3002** \u300cGelatin 240 Bloom (Bovine)\u300d\u3092\u300cGelatin\u300d\u3068\u307e\u3068\u3081\u308b\u3068\u3001**\u725b\u7531\u6765\u3068\u9b5a\u7531\u6765\u306e\u30bc\u30e9\u30c1\u30f3\u306e\u533a\u5225\u304c\u6d88\u3048\u307e\u3059\u3002**\u65e5\u4ed8\u3092 raw \u3068 date \u306e2\u3064\u3067\u8fd4\u3055\u305b\u308b\u306e\u306f\u3001\u671f\u9650\u306e\u5224\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306b\u539f\u6587\u304b\u3089\u8ffd\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\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` \u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u65e5\u4ed8\u306e\u7bc4\u56f2\u3084\u54c1\u76ee\u306e\u6570\u306f Python \u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"maker_code\": \"MK-0412\",\n  \"document_type\": \"halal_certificate\",\n  \"items\": [\n    { \"item\": \"cert_body\", \"status\": \"present\",\n      \"value\": \"Halal Certification Body X (Brazil)\",\n      \"page\": 1, \"confidence\": 97.2, \"evidence\": \"Issued by: Halal Certification Body X\" },\n    { \"item\": \"expiry\", \"status\": \"present\",\n      \"raw\": \"05\/04\/2027\", \"date\": \"2027-04-05\",\n      \"page\": 1, \"confidence\": 95.8, \"evidence\": \"Valid until: 05\/04\/2027\" }\n  ],\n  \"products\": [\n    { \"name\": \"Gelatin 240 Bloom (Bovine)\", \"brand\": \"\", \"code\": \"G240B\",\n      \"page\": 2, \"confidence\": 93.1 }\n  ]\n}\n```\n\n`items` \u306b\u306f5\u9805\u76ee\uff08\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u88fd\u9020\u6240\u30fb\u671f\u9650\uff09\u3092\u4e26\u3079\u3001`item` \u306f `cert_body` \uff0f `cert_no` \uff0f `holder` \uff0f `site` \uff0f `issue_and_expiry` \u3067\u3059\u3002\u5bfe\u8c61\u54c1\u76ee\u306f `products` \u306b1\u884c\u305a\u3064\u5165\u308c\u307e\u3059\u3002\n\n**\u7167\u5408\u306f Python \u304c\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u306b\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| `expired` | \u6709\u52b9\u671f\u9650\u304c\u4eca\u65e5\u3088\u308a\u524d |\n| `expiring_soon` | \u6709\u52b9\u671f\u9650\u307e\u306760\u65e5\u3092\u5207\u3063\u3066\u3044\u308b |\n| `product_not_listed` | \u53f0\u5e33\u3067\u3053\u306e\u30e1\u30fc\u30ab\u30fc\u306b\u7d10\u3065\u304f\u54c1\u756a\u306e\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u304c\u3001`products` \u306b\u7121\u3044 |\n| `site_mismatch` | \u88fd\u9020\u6240\u306e\u4f4f\u6240\u304c\u53f0\u5e33\u306e\u88fd\u9020\u6240\u3068\u5408\u308f\u306a\u3044 |\n| `body_not_accepted` | \u8a8d\u8a3c\u6a5f\u95a2\u304c\u3001\u7d0d\u5165\u5148\u306e\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u308b\u6a5f\u95a2\u306e\u8868\u306b\u7121\u3044 |\n| `body_list_changed` | \u524d\u56de\u306e\u78ba\u8a8d\u306e\u3042\u3068\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b |\n| `holder_mismatch` | \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\u304c\u53f0\u5e33\u306e\u30e1\u30fc\u30ab\u30fc\u3068\u9055\u3046 |\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` | 5\u9805\u76ee\u304c\u3059\u3079\u3066 `present` \u3067\u3001\u5370\u304c1\u3064\u3082\u7121\u3044 |\n| `needs_request` | `expired`\u30fb`expiring_soon`\u30fb`product_not_listed`\u30fb`site_mismatch` \u306e\u3069\u308c\u304b\u304c\u3042\u308a\u3001\u8a72\u5f53\u306e\u9805\u76ee\u304c `present` |\n| `needs_human` | `body_not_accepted`\u30fb`body_list_changed`\u30fb`holder_mismatch` \u304c\u3042\u308b\u3001\u307e\u305f\u306f `present` \u4ee5\u5916\u306e\u72b6\u614b\u304c1\u3064\u3067\u3082\u3042\u308b |\n\n**\u8a8d\u8a3c\u6a5f\u95a2\u306e\u5370\u3092 `needs_human` \u306b\u5bc4\u305b\u3066\u3044\u308b\u306e\u306f\u3001\u30e1\u30fc\u30ab\u30fc\u306b\u983c\u3093\u3067\u3082\u76f4\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u5fc5\u8981\u306a\u306e\u306f\u9867\u5ba2\u3068\u306e\u76f8\u8ac7\u304b\u3001\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u306e\u691c\u8a0e\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 | \u8a8d\u8a3c\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 | 6\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u539f\u6599\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\uff08\u7167\u5408\uff09\u3068\u3001\u78ba\u8a8d\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u54c1\u540d\u30fb\u88fd\u9020\u6240\u3092\u5f15\u304d\u3001\u671f\u9650\u3068\u78ba\u8a8d\u65e5\u3092\u66f8\u304f |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868 | \u8aad\u307f\u53d6\u308a\u3060\u3051 | \u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u6a5f\u95a2\u3068\u3001\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3092\u5f15\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u3001\u9867\u5ba2\u3078\u306e\u9023\u7d61 |\n\n**\u539f\u6599\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\uff08\u671f\u9650\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u78ba\u8a8d\u65e5\u30fb\u78ba\u8a8d\u8005\uff09\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","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `needs_request` \u3068 `needs_human` \u306e\u8a8d\u8a3c\u66f8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u30e1\u30fc\u30ab\u30fc\u3068\u54c1\u76ee\u306e\u6570\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\u5225\u8868\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u3067\u3059\n2. **`product_not_listed` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5225\u8868\u306e\u539f\u6587\u3092\u958b\u304d\u3001**\u81ea\u793e\u306e\u54c1\u540d\u304c\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u547c\u3073\u65b9\u304c\u9055\u3046\u3060\u3051\u306a\u306e\u304b**\u3092\u898b\u307e\u3059\n3. **`body_not_accepted` \u306e\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b** \u2026 \u9867\u5ba2\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3001\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u3092\u63a2\u3059\u304b\u3092\u3001\u8ab2\u9577\u3068\u8cfc\u8cb7\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u307e\u3059\n4. **\u30e1\u30fc\u30ab\u30fc\u3078\u306e\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\u3001\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001120\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\u30e1\u30fc\u30ab\u30fc\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080 |\n| \u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\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| \u5225\u8868\u304c\u300cas per annex\u300d\u3067\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u306a\u3044 | `reference_only`\u3002\u30e1\u30fc\u30ab\u30fc\u306b\u5225\u8868\u3092\u983c\u3080 |\n| 1\u901a\u306b\u8907\u6570\u306e\u88fd\u9020\u6240 | \u88fd\u9020\u6240\u3054\u3068\u306b\u53f0\u5e33\u3068\u7167\u3089\u3057\u3001\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `site_mismatch` |\n| \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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\u30e1\u30fc\u30ab\u30fc\u306b\u5f53\u3066\u306a\u3044** |\n| \u8a8d\u8a3c\u66f8\u3067\u306a\u304f\u898f\u683c\u66f8\u304c\u5c4a\u304f | `document_type` \u3092\u898b\u3066\u3001\u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u304c\u6539\u5b9a\u3055\u308c\u305f | \u9031\u6b21\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3001\u6539\u5b9a\u306e\u524d\u306b\u78ba\u8a8d\u3057\u305f\u8a8d\u8a3c\u66f8\u3092 `body_list_changed` \u3067\u62fe\u3044\u76f4\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u4ed5\u7d44\u307f\u306e\u5074\u306b\u6301\u305f\u305b\u307e\u3059\u3002** JAKIM\u306f2025\u5e743\u6708\u306b\u3001\u30d5\u30e9\u30f3\u30b9\u3001\u30af\u30ed\u30a2\u30c1\u30a2\u3001\u4e2d\u56fd\u306e\u6d77\u5916\u8a8d\u8a3c\u6a5f\u95a2\u306e\u627f\u8a8d\u306e\u53d6\u308a\u6d88\u3057\u3092\u544a\u77e5\u3057\u3066\u304a\u308a\u3001**\u5c4a\u3044\u305f\u65e5\u306b\u6b63\u3057\u304f\u3066\u3082\u5f8c\u306e\u6539\u5b9a\u3067\u51fa\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u8a8d\u8a3c\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\u305f6\u9805\u76ee\u3068\u54c1\u76ee\u306eJSON\u3001Python \u304c\u4ed8\u3051\u305f\u5370\u3001`verdict`\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3068\u3001\u9867\u5ba2\u306e\u6307\u5b9a**\n- **\u4eba\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u65e5\u6642\u3068\u3001\u5c4a\u3044\u305f\u65b0\u3057\u3044\u8a8d\u8a3c\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u9867\u5ba2\u306e\u76e3\u67fb\u3067\u300c\u305d\u306e\u6642\u70b9\u3067\u6b63\u3057\u304b\u3063\u305f\u304b\u300d\u3092\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":3,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":16,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":32,"after_hours_month":8,"saved_hours_month":24,"reduction_rate":75,"saved_hours_year":288,"annual_cost_effect":1008000,"summary":"\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u88fd\u9020\u6240\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u6709\u52b9\u671f\u9650\u3092\u539f\u6599\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u671f\u9650\u5207\u308c\u3001\u5bfe\u8c61\u54c1\u76ee\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u539f\u6599\u3001\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u306a\u3044\u8a8d\u8a3c\u6a5f\u95a2\u306e\u3082\u306e\u3092\u3001\u9867\u5ba2\u306b\u51fa\u3059\u524d\u306b\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u8a8d\u8a3c\u66f8\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u539f\u6599\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u539f\u6599\u53f0\u5e33\u3092\u958b\u304d\u3001\u305d\u306e\u539f\u6599\u306e\u54c1\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u30fb\u88fd\u9020\u6240\u30fb\u7d0d\u5165\u5148\u3092\u78ba\u304b\u3081\u308b\n3. \u8a8d\u8a3c\u66f8\u306e\u8868\u9762\u3092\u8aad\u307f\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\u30fb\u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u78ba\u304b\u3081\u308b\n4. \u5225\u8868\u3092\u3081\u304f\u308a\u3001\u81ea\u793e\u304c\u8cb7\u3063\u3066\u3044\u308b\u54c1\u540d\u304c\u8f09\u3063\u3066\u3044\u308b\u304b\u3092\u63a2\u3059\n5. \u88fd\u9020\u6240\u306e\u4f4f\u6240\u304c\u53f0\u5e33\u306e\u88fd\u9020\u6240\u3068\u540c\u3058\u304b\u3092\u898b\u308b\n6. \u7d0d\u5165\u5148\u306e\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u304b\u3092\u3001\u904e\u53bb\u306e\u30e1\u30fc\u30eb\u3067\u78ba\u304b\u3081\u308b\n7. \u554f\u984c\u304c\u3042\u308c\u3070\u3001\u30e1\u30fc\u30ab\u30fc\u306b\u66f4\u65b0\u3057\u305f\u8a8d\u8a3c\u66f8\u304b\u5bfe\u8c61\u54c1\u76ee\u3092\u8db3\u3057\u305f\u5225\u8868\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n8. \u53f0\u5e33\u306e\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\u306b\u6709\u52b9\u671f\u9650\u3092\u66f8\u304f\uff08\u66f8\u304d\u5fd8\u308c\u308b\u3053\u3068\u304c\u3042\u308b\uff09\n\n**\uff08a\uff09\u5225\u8868\u3092\u8aad\u307f\u843d\u3068\u3059\u3002** \u8868\u9762\u306e\u671f\u9650\u3092\u78ba\u304b\u3081\u305f\u6642\u70b9\u3067\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u306b\u306a\u308a\u304c\u3061\u3067\u3001**\u5225\u8868\u306b\u81ea\u793e\u306e\u54c1\u756a\u304c\u7121\u3044\u3053\u3068\u306b\u6c17\u3065\u304b\u306a\u3044\u307e\u307e\u9867\u5ba2\u306b\u51fa\u3059**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30e1\u30fc\u30ab\u30fc\u306e\u54c1\u540d\u3068\u81ea\u793e\u306e\u54c1\u756a\u306e\u547c\u3073\u65b9\u304c\u9055\u3046\u3068\u3001\u8f09\u3063\u3066\u3044\u3066\u3082\u63a2\u305b\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u671f\u9650\u5207\u308c\u306b\u9867\u5ba2\u304b\u3089\u306e\u6307\u6458\u3067\u6c17\u3065\u304f\u3002** \u6709\u52b9\u671f\u9650\u3092\u53f0\u5e33\u306b\u66f8\u304f\u62c5\u5f53\u8005\u3068\u66f8\u304b\u306a\u3044\u62c5\u5f53\u8005\u304c\u3044\u3066\u3001**\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3059\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u9867\u5ba2\u306e\u76e3\u67fb\u306e\u524d\u306b\u300c\u3053\u306e\u8a8d\u8a3c\u66f8\u306f\u671f\u9650\u304c\u5207\u308c\u3066\u3044\u307e\u3059\u300d\u3068\u8a00\u308f\u308c\u3066\u3001\u614c\u3066\u3066\u30e1\u30fc\u30ab\u30fc\u306b\u983c\u307f\u307e\u3059\u3002\n\n**\uff08c\uff09\u8a8d\u8a3c\u6a5f\u95a2\u306e\u5909\u5316\u3092\u8ffd\u3048\u3066\u3044\u306a\u3044\u3002** \u9867\u5ba2\u304c\u6307\u5b9a\u3059\u308b\u4e00\u89a7\u306f\u6539\u5b9a\u3055\u308c\u3001**\u53d6\u308a\u6d88\u3055\u308c\u305f\u6a5f\u95a2\u306e\u8a8d\u8a3c\u66f8\u304c\u53f0\u5e33\u306b\u6b8b\u3063\u3066\u3044\u3066\u3082\u3001\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u78ba\u8a8d\u304c1\u540d\u306b\u5bc4\u3063\u3066\u3044\u308b\u3002** \u8a8d\u8a3c\u66f8\u3092\u8aad\u307f\u6163\u308c\u305f\u62c5\u5f53\u8005\u304c1\u540d\u3060\u3051\u3067\u3001**\u305d\u306e\u4eba\u304c\u4f11\u3080\u3068\u78ba\u8a8d\u304c\u6b62\u307e\u308a\u307e\u3059\u3002**","before_flow_steps":["\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u8a8d\u8a3c\u66f8\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u539f\u6599\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u539f\u6599\u53f0\u5e33\u3092\u958b\u304d\u3001\u305d\u306e\u539f\u6599\u306e\u54c1\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u30fb\u88fd\u9020\u6240\u30fb\u7d0d\u5165\u5148\u3092\u78ba\u304b\u3081\u308b","\u8a8d\u8a3c\u66f8\u306e\u8868\u9762\u3092\u8aad\u307f\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\u30fb\u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u78ba\u304b\u3081\u308b","\u5225\u8868\u3092\u3081\u304f\u308a\u3001\u81ea\u793e\u304c\u8cb7\u3063\u3066\u3044\u308b\u54c1\u540d\u304c\u8f09\u3063\u3066\u3044\u308b\u304b\u3092\u63a2\u3059","\u88fd\u9020\u6240\u306e\u4f4f\u6240\u304c\u53f0\u5e33\u306e\u88fd\u9020\u6240\u3068\u540c\u3058\u304b\u3092\u898b\u308b","\u7d0d\u5165\u5148\u306e\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u304b\u3092\u3001\u904e\u53bb\u306e\u30e1\u30fc\u30eb\u3067\u78ba\u304b\u3081\u308b","\u554f\u984c\u304c\u3042\u308c\u3070\u3001\u30e1\u30fc\u30ab\u30fc\u306b\u66f4\u65b0\u3057\u305f\u8a8d\u8a3c\u66f8\u304b\u5bfe\u8c61\u54c1\u76ee\u3092\u8db3\u3057\u305f\u5225\u8868\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f","\u53f0\u5e33\u306e\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\u306b\u6709\u52b9\u671f\u9650\u3092\u66f8\u304f\uff08\u66f8\u304d\u5fd8\u308c\u308b\u3053\u3068\u304c\u3042\u308b\uff09"],"after_flow":"1. **\u3010\u4eba\u3011** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\u8a8d\u8a3c\u66f8\u306ePDF\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u88fd\u9020\u6240\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u3067\u539f\u6599\u53f0\u5e33\u3092\u5f15\u304d\u3001\u5bfe\u8c61\u54c1\u76ee\u30fb\u88fd\u9020\u6240\u30fb\u671f\u9650\u30fb\u8a8d\u8a3c\u6a5f\u95a2\u3092\u7167\u3089\u3057\u3066\u5370\u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5370\u306e\u7d44\u307f\u5408\u308f\u305b\u304b\u3089\u3001`ok` \uff0f `needs_request` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** `needs_request` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_request` \u3068 `needs_human` \u306e\u8a8d\u8a3c\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u3092\u9001\u308b\u304b\u3001\u9867\u5ba2\u3078\u4e8b\u60c5\u3092\u4f1d\u3048\u308b\u304b\u3092\u6c7a\u3081\u308b\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\uff08\u671f\u9650\u30fb\u78ba\u8a8d\u65e5\u30fb\u78ba\u8a8d\u8005\uff09\u3092\u78ba\u5b9a\u3057\u3001\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u306e\u4e00\u89a7\u3092\u6bce\u9031\u51fa\u3059\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u898f\u5247\u306b\u7f6e\u304f\u306e\u306f\u3001\u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002** AI\u306b\u306f\u8a8d\u8a3c\u66f8\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3060\u3051\u3092\u7b54\u3048\u3055\u305b\u3001\u305d\u308c\u304c\u9867\u5ba2\u306e\u6761\u4ef6\u306b\u5408\u3046\u304b\u306f\u53f0\u5e33\u3068\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\u8a8d\u8a3c\u66f8\u306ePDF\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u88fd\u9020\u6240\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u9805\u76ee\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u3067\u539f\u6599\u53f0\u5e33\u3092\u5f15\u304d\u3001\u5bfe\u8c61\u54c1\u76ee\u30fb\u88fd\u9020\u6240\u30fb\u671f\u9650\u30fb\u8a8d\u8a3c\u6a5f\u95a2\u3092\u7167\u3089\u3057\u3066\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5370\u306e\u7d44\u307f\u5408\u308f\u305b\u304b\u3089\u3001`ok` \uff0f `needs_request` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** `needs_request` \u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `needs_request` \u3068 `needs_human` \u306e\u8a8d\u8a3c\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u5370\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u3092\u9001\u308b\u304b\u3001\u9867\u5ba2\u3078\u4e8b\u60c5\u3092\u4f1d\u3048\u308b\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\uff08\u671f\u9650\u30fb\u78ba\u8a8d\u65e5\u30fb\u78ba\u8a8d\u8005\uff09\u3092\u78ba\u5b9a\u3057\u3001\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u306e\u4e00\u89a7\u3092\u6bce\u9031\u51fa\u3059"],"architecture":"```\n\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\uff08PDF\u3002\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\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\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u306e\u53d6\u308a\u51fa\u3057\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u5225\u8868\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u8a8d\u8a3c\u66f8\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\n   \u2502   \u2460 \u8a8d\u8a3c\u6a5f\u95a2  \u2461 \u8a8d\u8a3c\u756a\u53f7  \u2462 \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e  \u2463 \u88fd\u9020\u6240\n   \u2502   \u2464 \u5bfe\u8c61\u54c1\u76ee\u306e\u4e00\u89a7  \u2465 \u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650\n   \u25bc\nPython \u2500\u2500 \u539f\u6599\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408\n   \u2502   \u54c1\u540d\u306e\u5bfe\u5fdc\u3001\u88fd\u9020\u6240\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3001\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u308b\u6a5f\u95a2\u304b\n   \u25bc\n\u5224\u5b9a\uff08ok \uff0f needs_request \uff0f needs_human\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u8a8d\u8a3c\u66f8\u3060\u3051\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\uff08\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u304c\u76f4\u3057\u3066\u9001\u308b\uff09\n   \u2514\u2500\u2500\u25b6 \u539f\u6599\u53f0\u5e33\u306e\u78ba\u8a8d\u306e\u5217\u3068\u3001\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u306e\u9031\u6b21\u306e\u4e00\u89a7\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\u8a8d\u8a3c\u66f8\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u54c1\u540d\u306e\u5bfe\u5fdc\u3001\u671f\u9650\u3001\u88fd\u9020\u6240\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u7167\u5408\uff09 | \u539f\u6599\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\u8a8d\u8a3c\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**\u539f\u6599\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\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u300d\u306e\u5217\u3092\u8a8d\u8a3c\u66f8\u306b\u66f8\u304b\u308c\u308b\u547c\u3073\u65b9\u3067\u57cb\u3081\u308b\u3053\u3068**\u3068\u3001**\u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u3092\u4f5c\u308b\u3053\u3068**\u3067\u3059\u3002\u3069\u3061\u3089\u3082\u7121\u3051\u308c\u3070\u7167\u5408\u306e\u898f\u5247\u304c\u66f8\u3051\u307e\u305b\u3093\u3002\n\n**\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u306e\u571f\u53f0\u306b\u3059\u308b\u306e\u304c\u3001JAKIM\u304c\u516c\u8868\u3057\u3066\u3044\u308b\u4e00\u89a7\u3067\u3059\u3002** 2026\u5e748\u670821\u65e5\u304b\u3089\u6709\u52b9\u3068\u3055\u308c\u308b\u4e00\u89a7\u306f\u3001\u30de\u30ec\u30fc\u30b7\u30a2\u306e\u53d6\u5f15\u8868\u793a\u6cd5\u306e\u547d\u4ee4\u306b\u57fa\u3065\u3044\u3066\u5b98\u5831\u3067\u544a\u793a\u3055\u308c\u305f\u3082\u306e\u3067\u3001\u56fd\u30fb\u5730\u57df\u3054\u3068\u306b\u6a5f\u95a2\u306e\u540d\u524d\u3068\u4f4f\u6240\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u4ed8\u9332\u306b\u306f\u3001**\u8a8d\u3081\u308b\u671f\u9593\u306f3\u5e74\u3067\u3001\u671f\u9593\u304c\u7d42\u308f\u308b\u3068\u898b\u76f4\u3057\u306e\u76e3\u67fb\u3092\u884c\u3046**\u3053\u3068\u3001\u30de\u30ec\u30fc\u30b7\u30a2\u3067\u58f2\u3089\u308c\u308b\u8f38\u5165\u98df\u54c1\u306f\u3001JAKIM\u304c\u8a8d\u3081\u305f\u6d77\u5916\u306e\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8a8d\u8a3c\u3092\u53d7\u3051\u3066\u3044\u306a\u3051\u308c\u3070\u30cf\u30e9\u30fc\u30eb\u3068\u8868\u793a\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u4e00\u89a7\u306f\u6539\u5b9a\u3055\u308c\u308b\u306e\u3067\u3001\u8868\u306b\u306f\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3092\u4e00\u7dd2\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8a8d\u8a3c\u66f8\u306e\u82f1\u8a9e\u306e\u90e8\u5206\u3092\u8aad\u3081\u3070\u8db3\u308a\u308b\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**\u30a2\u30e9\u30d3\u30a2\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u82f1\u8a9e\u3068\u30a2\u30e9\u30d3\u30a2\u8a9e\u3092\u4e26\u3079\u305f\u8a8d\u8a3c\u66f8\u306a\u3089\u82f1\u8a9e\u306e\u5074\u3060\u3051\u3092\u8aad\u307f\u3001**\u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\u66f8\u306f\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002** \u8cea\u554f\u306e\u691c\u51fa\u3082\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a8d\u8a3c\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\u3002\n\n\u4fdd\u5b58\u3059\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u3092\u5165\u308c\u308b\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u4ee3\u7406\u5e97\u304b\u3089\u8ee2\u9001\u3055\u308c\u3066\u304f\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u5dee\u51fa\u4eba\u304b\u3089\u81ea\u52d5\u3067\u53d6\u308b\u3068**\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u3068\u7167\u3089\u3059**\u304a\u305d\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u8d77\u70b9\u306f\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3059\u3002** \u8a8d\u8a3c\u66f8\u306f\u8aad\u307e\u305a\u3001\u53f0\u5e33\u306e\u671f\u9650\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u3060\u3051\u3092\u898b\u76f4\u3057\u3066\u3001**\u671f\u9650\u307e\u306760\u65e5\u3092\u5207\u3063\u305f\u3082\u306e\u3068\u3001\u4e00\u89a7\u306e\u6539\u5b9a\u3067\u5916\u308c\u305f\u6a5f\u95a2\u306e\u3082\u306e**\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8 | PDF\u3002\u8868\u9762\uff08\u6a5f\u95a2\u30fb\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u671f\u9650\uff09\u3068\u5225\u8868\uff08\u5bfe\u8c61\u54c1\u76ee\u306e\u4e00\u89a7\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| \u539f\u6599\u306e\u60c5\u5831 | \u54c1\u756a\u3001**\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\uff08\u8a8d\u8a3c\u66f8\u306b\u66f8\u304b\u308c\u308b\u547c\u3073\u65b9\uff09**\u3001\u30e1\u30fc\u30ab\u30fc\u3001**\u88fd\u9020\u6240\u306e\u4f4f\u6240**\u3001\u7d0d\u5165\u5148 | \u539f\u6599\u53f0\u5e33 |\n| \u9867\u5ba2\u306e\u6307\u5b9a | \u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\uff08\u300cJAKIM\u306e\u4e00\u89a7\u300d\u307e\u305f\u306f\u6a5f\u95a2\u540d\u306e\u5217\u6319\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7 | JAKIM\u306e\u4e00\u89a7\u306b\u8f09\u3063\u305f\u6a5f\u95a2\u306e\u540d\u524d\u30fb\u56fd\u30fb\u4f4f\u6240\u3068\u3001**\u4e00\u89a7\u306e\u6709\u52b9\u65e5** | \u516c\u8868\u3055\u308c\u305f\u4e00\u89a7\u304b\u3089\u81ea\u793e\u3067\u8d77\u3053\u3057\u305f\u8868 |\n| \u6a5f\u95a2\u540d\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7 | \u7565\u79f0\u3001\u65e7\u540d\u3001\u73fe\u5730\u8a9e\u306e\u540d\u524d\u306a\u3069\u3001\u540c\u3058\u6a5f\u95a2\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\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u3068\u6a5f\u95a2\u540d\u306e\u547c\u3073\u65b9\u306e2\u3064\u3067\u3059\u3002** \u81ea\u793e\u306e\u54c1\u756a\u304c\u300c\u4e73\u5316\u5264E-12\u300d\u3067\u3082\u3001\u5225\u8868\u306b\u306f\u300cEmulsifier Type 12 (Powder)\u300d\u3068\u66f8\u304b\u308c\u307e\u3059\u3002**\u3053\u306e\u5bfe\u5fdc\u304c\u7121\u3051\u308c\u3070\u3001\u8f09\u3063\u3066\u3044\u308b\u539f\u6599\u3092\u300c\u5bfe\u8c61\u5916\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\n\n**\u6307\u5b9a\u3092\u805e\u3044\u3066\u3044\u306a\u3044\u9867\u5ba2\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3001\u7167\u5408\u306e\u898f\u5247\u3067 `needs_human` \u306b\u56de\u3057\u307e\u3059\u3002** \u7a7a\u6b04\u3092\u300c\u3069\u306e\u6a5f\u95a2\u3067\u3082\u3088\u3044\u300d\u3068\u8aad\u307e\u306a\u3044\u305f\u3081\u3067\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\u5225\u8868\u306e\u54c1\u76ee\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u671f\u9650 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias`\u3001`Pages` \u306b `*` | \u5225\u8868\u306e\u30da\u30fc\u30b8\u306b\u3082\u8cea\u554f\u3092\u5f53\u3066\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a8d\u8a3c\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u30e1\u30fc\u30ab\u30fc\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_BODY` | Who issued this halal certificate? |\n| `CERT_NO` | What is the certificate number? |\n| `HOLDER` | Which company is certified? |\n| `SITE` | What is the address of the certified plant? |\n| `ISSUE_DATE` | What is the date of issue? |\n| `EXPIRY_DATE` | What is the expiry date? |\n\n**\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\u307e\u3059\u3002** \u6709\u52b9\u671f\u9650\u304c\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306e\u7f72\u540d\u306e\u8fd1\u304f\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u8a8d\u8a3c\u66f8\u3082\u3042\u308b\u305f\u3081\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\n\n**\u5bfe\u8c61\u54c1\u76ee\u306e\u4e00\u89a7\u306f\u3001\u8cea\u554f\u3067\u306f\u306a\u304f\u8868\u3068\u3057\u3066\u53d6\u308a\u3001\u30bb\u30eb\u306e\u5358\u4f4d\u3067\u751f\u6210AI\u306b\u6e21\u3057\u307e\u3059\u3002** \u7b87\u6761\u66f8\u304d\u306e\u5225\u8868\u3082\u3042\u308b\u306e\u3067\u3001\u5168\u6587\u3082\u4e00\u7dd2\u306b\u6e21\u3057\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\u30e1\u30fc\u30ab\u30fc\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\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\u898f\u683c\u66f8\u3084\u5206\u6790\u8a3c\u660e\u66f8\u3068\u307e\u3068\u3081\u30661\u3064\u306ePDF\u3067\u5c4a\u3044\u305f\u3068\u304d\u306f\u3001\u8a8d\u8a3c\u66f8\u306e\u30da\u30fc\u30b8\u3060\u3051\u3092\u5207\u308a\u51fa\u3057\u307e\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\u66f8\u306f\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**\u5225\u8868\u306e\u54c1\u76ee\u306f\u5c0f\u3055\u306a\u5b57\u3067\u8a70\u3081\u3066\u66f8\u304b\u308c\u308b\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. **\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u30896\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** \u539f\u6599\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\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| \u8a8d\u8a3c\u6a5f\u95a2 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u540d\u524d\u3068\u56fd\u3092\u5199\u3059 | \u30ed\u30b4\u3060\u3051\u3067\u540d\u524d\u304c\u7121\u3051\u308c\u3070 `missing` |\n| \u8a8d\u8a3c\u756a\u53f7 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 | \u4f1a\u793e\u3068\u88fd\u9020\u6240\u304c\u6df7\u3056\u3063\u3066\u3044\u308c\u3070 `ambiguous` |\n| \u88fd\u9020\u6240 | \u4f4f\u6240\u3092\u5199\u3059\u3002\u8907\u6570\u3042\u308c\u3070\u5206\u3051\u3066\u4e26\u3079\u308b | \u300call plants\u300d\u7b49\u306f `not_specific` |\n| \u5bfe\u8c61\u54c1\u76ee | \u54c1\u540d\u30fb\u30d6\u30e9\u30f3\u30c9\u30fb\u54c1\u756a\u30921\u884c\u305a\u3064\u5199\u3059 | \u300cas per annex\u300d\u3067\u5225\u8868\u304c\u7121\u3051\u308c\u3070 `reference_only` |\n| \u767a\u884c\u65e5\u30fb\u6709\u52b9\u671f\u9650 | \u65e5\u4ed8\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u5e74\u6708\u65e5\u306b\u76f4\u3059 | \u65e5\u4ed8\u306e\u4e26\u3073\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n\n**\u5bfe\u8c61\u54c1\u76ee\u306e\u6b04\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u54c1\u76ee\u30921\u884c\u305a\u3064\u5199\u3055\u305b\u3001**\u81ea\u793e\u306e\u3069\u306e\u54c1\u756a\u306b\u5f53\u305f\u308b\u304b\u306f\u9078\u3070\u305b\u307e\u305b\u3093\u3002** \u5f53\u3066\u308b\u306e\u306f Python \u304c\u53f0\u5e33\u306e\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u3068\u7167\u3089\u3057\u3066\u884c\u3044\u307e\u3059\u3002\u65e5\u4ed8\u306f\u3001\u300c05\/04\/2027\u300d\u304c4\u67085\u65e5\u304b5\u67084\u65e5\u304b\u3092\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` \u306b\u3055\u305b\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u5b97\u6559\u4e0a\u306e\u5224\u65ad\u306f\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4ed5\u4e8b |\n| \u8a8d\u8a3c\u6a5f\u95a2\u304c\u4fe1\u983c\u3067\u304d\u308b\u304b\u306e\u8a55\u4fa1 | \u9867\u5ba2\u306e\u6307\u5b9a\u3068\u516c\u8868\u3055\u308c\u305f\u4e00\u89a7\u3067\u6c7a\u3081\u308b |\n| \u54c1\u540d\u304c\u4f3c\u3066\u3044\u308b\u54c1\u76ee\u306e\u8aad\u307f\u66ff\u3048 | \u300cType 12\u300d\u3068\u300cType 12 Powder\u300d\u3092\u540c\u3058\u3068\u3059\u308b\u3068\u5bfe\u8c61\u5916\u3092\u898b\u843d\u3068\u3059 |\n| \u671f\u9650\u306e\u5ef6\u9577\u306e\u63a8\u6e2c | \u300c\u66f4\u65b0\u4e2d\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u671f\u9650\u3067\u6271\u3046 |\n| \u9867\u5ba2\u306b\u51fa\u3057\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u898f\u5247\u3067\u6c7a\u3081\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u54c1\u540d\u306e\u7167\u5408\u306f Python \u3067\u5b8c\u5168\u4e00\u81f4\u3068\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3060\u3051\u306b\u9650\u308a\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u98df\u54c1\u539f\u6599\u306e\u8f38\u5165\u5546\u793e\u306e\u54c1\u8cea\u4fdd\u8a3c\u8ab2\u3067\u3001\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\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\u30596\u9805\u76ee\u3011\n1. \u8a8d\u8a3c\u6a5f\u95a2\uff08\u540d\u524d\u3068\u56fd\uff09\n2. \u8a8d\u8a3c\u756a\u53f7\n3. \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\n4. \u88fd\u9020\u6240\uff08\u4f4f\u6240\u3002\u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\uff09\n5. \u5bfe\u8c61\u54c1\u76ee\uff08\u54c1\u540d\u30fb\u30d6\u30e9\u30f3\u30c9\u30fb\u54c1\u756a\u30921\u884c\u305a\u3064\uff09\n6. \u767a\u884c\u65e5\u3068\u6709\u52b9\u671f\u9650\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- not_specific .... \u88fd\u9020\u6240\u304c\u300call plants\u300d\u306a\u3069\u7279\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\n- reference_only .. \u300cas per annex\u300d\u306a\u3069\u5225\u306e\u66f8\u985e\u3092\u53c2\u7167\u3059\u308b\u3068\u3060\u3051\u66f8\u304b\u308c\u3001\u305d\u306e\u66f8\u985e\u304c\u7121\u3044\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- \u5bfe\u8c61\u54c1\u76ee\u306f\u3001\u66f8\u304b\u308c\u305f\u54c1\u540d\u30921\u6587\u5b57\u3082\u5909\u3048\u305a\u306b1\u884c\u305a\u3064\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u54c1\u540d\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u81ea\u793e\u306e\u54c1\u756a\u306b\u8aad\u307f\u66ff\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e raw \u306b\u5199\u3057\u3001\u5e74\u6708\u65e5\u306b\u76f4\u3057\u305f\u5024\u3092 date \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u65e5\u3068\u6708\u306e\u4e26\u3073\u304c\u6c7a\u3081\u3089\u308c\u306a\u3044\u5834\u5408\u306f ambiguous \u3068\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300crenewal in progress\u300d\u306a\u3069\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u66f8\u9762\u306e\u6709\u52b9\u671f\u9650\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u304c\u5ef6\u3073\u305f\u3082\u306e\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a8d\u8a3c\u6a5f\u95a2\u306e\u540d\u524d\u306f\u3001\u30ed\u30b4\u306e\u56f3\u67c4\u3067\u306f\u306a\u304f\u6587\u5b57\u3067\u66f8\u304b\u308c\u305f\u540d\u524d\u3092\u5199\u3057\u3066\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- \u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u3001\u9867\u5ba2\u306b\u51fa\u3057\u3066\u3088\u3044\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u898f\u683c\u66f8\u3001\u5206\u6790\u8a3c\u660e\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```\n\n**\u300c1\u6587\u5b57\u3082\u5909\u3048\u305a\u306b\u5199\u3059\u300d\u3092\u5f37\u304f\u66f8\u304f\u306e\u306f\u3001AI\u304c\u54c1\u540d\u3092\u6574\u3048\u305f\u304c\u308b\u304b\u3089\u3067\u3059\u3002** \u300cGelatin 240 Bloom (Bovine)\u300d\u3092\u300cGelatin\u300d\u3068\u307e\u3068\u3081\u308b\u3068\u3001**\u725b\u7531\u6765\u3068\u9b5a\u7531\u6765\u306e\u30bc\u30e9\u30c1\u30f3\u306e\u533a\u5225\u304c\u6d88\u3048\u307e\u3059\u3002**\u65e5\u4ed8\u3092 raw \u3068 date \u306e2\u3064\u3067\u8fd4\u3055\u305b\u308b\u306e\u306f\u3001\u671f\u9650\u306e\u5224\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306b\u539f\u6587\u304b\u3089\u8ffd\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\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` \u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u65e5\u4ed8\u306e\u7bc4\u56f2\u3084\u54c1\u76ee\u306e\u6570\u306f Python \u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"maker_code\": \"MK-0412\",\n  \"document_type\": \"halal_certificate\",\n  \"items\": [\n    { \"item\": \"cert_body\", \"status\": \"present\",\n      \"value\": \"Halal Certification Body X (Brazil)\",\n      \"page\": 1, \"confidence\": 97.2, \"evidence\": \"Issued by: Halal Certification Body X\" },\n    { \"item\": \"expiry\", \"status\": \"present\",\n      \"raw\": \"05\/04\/2027\", \"date\": \"2027-04-05\",\n      \"page\": 1, \"confidence\": 95.8, \"evidence\": \"Valid until: 05\/04\/2027\" }\n  ],\n  \"products\": [\n    { \"name\": \"Gelatin 240 Bloom (Bovine)\", \"brand\": \"\", \"code\": \"G240B\",\n      \"page\": 2, \"confidence\": 93.1 }\n  ]\n}\n```\n\n`items` \u306b\u306f5\u9805\u76ee\uff08\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u4f1a\u793e\u30fb\u88fd\u9020\u6240\u30fb\u671f\u9650\uff09\u3092\u4e26\u3079\u3001`item` \u306f `cert_body` \uff0f `cert_no` \uff0f `holder` \uff0f `site` \uff0f `issue_and_expiry` \u3067\u3059\u3002\u5bfe\u8c61\u54c1\u76ee\u306f `products` \u306b1\u884c\u305a\u3064\u5165\u308c\u307e\u3059\u3002\n\n**\u7167\u5408\u306f Python \u304c\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u306b\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| `expired` | \u6709\u52b9\u671f\u9650\u304c\u4eca\u65e5\u3088\u308a\u524d |\n| `expiring_soon` | \u6709\u52b9\u671f\u9650\u307e\u306760\u65e5\u3092\u5207\u3063\u3066\u3044\u308b |\n| `product_not_listed` | \u53f0\u5e33\u3067\u3053\u306e\u30e1\u30fc\u30ab\u30fc\u306b\u7d10\u3065\u304f\u54c1\u756a\u306e\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u304c\u3001`products` \u306b\u7121\u3044 |\n| `site_mismatch` | \u88fd\u9020\u6240\u306e\u4f4f\u6240\u304c\u53f0\u5e33\u306e\u88fd\u9020\u6240\u3068\u5408\u308f\u306a\u3044 |\n| `body_not_accepted` | \u8a8d\u8a3c\u6a5f\u95a2\u304c\u3001\u7d0d\u5165\u5148\u306e\u9867\u5ba2\u304c\u53d7\u3051\u5165\u308c\u308b\u6a5f\u95a2\u306e\u8868\u306b\u7121\u3044 |\n| `body_list_changed` | \u524d\u56de\u306e\u78ba\u8a8d\u306e\u3042\u3068\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u304c\u6539\u5b9a\u3055\u308c\u3066\u3044\u308b |\n| `holder_mismatch` | \u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\u304c\u53f0\u5e33\u306e\u30e1\u30fc\u30ab\u30fc\u3068\u9055\u3046 |\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` | 5\u9805\u76ee\u304c\u3059\u3079\u3066 `present` \u3067\u3001\u5370\u304c1\u3064\u3082\u7121\u3044 |\n| `needs_request` | `expired`\u30fb`expiring_soon`\u30fb`product_not_listed`\u30fb`site_mismatch` \u306e\u3069\u308c\u304b\u304c\u3042\u308a\u3001\u8a72\u5f53\u306e\u9805\u76ee\u304c `present` |\n| `needs_human` | `body_not_accepted`\u30fb`body_list_changed`\u30fb`holder_mismatch` \u304c\u3042\u308b\u3001\u307e\u305f\u306f `present` \u4ee5\u5916\u306e\u72b6\u614b\u304c1\u3064\u3067\u3082\u3042\u308b |\n\n**\u8a8d\u8a3c\u6a5f\u95a2\u306e\u5370\u3092 `needs_human` \u306b\u5bc4\u305b\u3066\u3044\u308b\u306e\u306f\u3001\u30e1\u30fc\u30ab\u30fc\u306b\u983c\u3093\u3067\u3082\u76f4\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u5fc5\u8981\u306a\u306e\u306f\u9867\u5ba2\u3068\u306e\u76f8\u8ac7\u304b\u3001\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u306e\u691c\u8a0e\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 | \u8a8d\u8a3c\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 | 6\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u539f\u6599\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\uff08\u7167\u5408\uff09\u3068\u3001\u78ba\u8a8d\u306e\u5217\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u54c1\u540d\u30fb\u88fd\u9020\u6240\u3092\u5f15\u304d\u3001\u671f\u9650\u3068\u78ba\u8a8d\u65e5\u3092\u66f8\u304f |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868 | \u8aad\u307f\u53d6\u308a\u3060\u3051 | \u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u6a5f\u95a2\u3068\u3001\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3092\u5f15\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u3001\u9867\u5ba2\u3078\u306e\u9023\u7d61 |\n\n**\u539f\u6599\u53f0\u5e33\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\uff08\u671f\u9650\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u78ba\u8a8d\u65e5\u30fb\u78ba\u8a8d\u8005\uff09\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\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `needs_request` \u3068 `needs_human` \u306e\u8a8d\u8a3c\u66f8\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u30e1\u30fc\u30ab\u30fc\u3068\u54c1\u76ee\u306e\u6570\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\u5225\u8868\u304c\u8aad\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u306b\u7121\u3044\u66f8\u304d\u65b9\u3067\u3059\n2. **`product_not_listed` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5225\u8868\u306e\u539f\u6587\u3092\u958b\u304d\u3001**\u81ea\u793e\u306e\u54c1\u540d\u304c\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u547c\u3073\u65b9\u304c\u9055\u3046\u3060\u3051\u306a\u306e\u304b**\u3092\u898b\u307e\u3059\n3. **`body_not_accepted` \u306e\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b** \u2026 \u9867\u5ba2\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3001\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u3092\u63a2\u3059\u304b\u3092\u3001\u8ab2\u9577\u3068\u8cfc\u8cb7\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u307e\u3059\n4. **\u30e1\u30fc\u30ab\u30fc\u3078\u306e\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\u3001\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001120\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\u30e1\u30fc\u30ab\u30fc\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080 |\n| \u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\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| \u5225\u8868\u304c\u300cas per annex\u300d\u3067\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u306a\u3044 | `reference_only`\u3002\u30e1\u30fc\u30ab\u30fc\u306b\u5225\u8868\u3092\u983c\u3080 |\n| 1\u901a\u306b\u8907\u6570\u306e\u88fd\u9020\u6240 | \u88fd\u9020\u6240\u3054\u3068\u306b\u53f0\u5e33\u3068\u7167\u3089\u3057\u3001\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `site_mismatch` |\n| \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30e1\u30fc\u30ab\u30fc\u30b3\u30fc\u30c9\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\u30e1\u30fc\u30ab\u30fc\u306b\u5f53\u3066\u306a\u3044** |\n| \u8a8d\u8a3c\u66f8\u3067\u306a\u304f\u898f\u683c\u66f8\u304c\u5c4a\u304f | `document_type` \u3092\u898b\u3066\u3001\u7167\u5408\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u623b\u3059 |\n| \u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u304c\u6539\u5b9a\u3055\u308c\u305f | \u9031\u6b21\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3001\u6539\u5b9a\u306e\u524d\u306b\u78ba\u8a8d\u3057\u305f\u8a8d\u8a3c\u66f8\u3092 `body_list_changed` \u3067\u62fe\u3044\u76f4\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u4ed5\u7d44\u307f\u306e\u5074\u306b\u6301\u305f\u305b\u307e\u3059\u3002** JAKIM\u306f2025\u5e743\u6708\u306b\u3001\u30d5\u30e9\u30f3\u30b9\u3001\u30af\u30ed\u30a2\u30c1\u30a2\u3001\u4e2d\u56fd\u306e\u6d77\u5916\u8a8d\u8a3c\u6a5f\u95a2\u306e\u627f\u8a8d\u306e\u53d6\u308a\u6d88\u3057\u3092\u544a\u77e5\u3057\u3066\u304a\u308a\u3001**\u5c4a\u3044\u305f\u65e5\u306b\u6b63\u3057\u304f\u3066\u3082\u5f8c\u306e\u6539\u5b9a\u3067\u51fa\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a8d\u8a3c\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\u305f6\u9805\u76ee\u3068\u54c1\u76ee\u306eJSON\u3001Python \u304c\u4ed8\u3051\u305f\u5370\u3001`verdict`\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3068\u3001\u9867\u5ba2\u306e\u6307\u5b9a**\n- **\u4eba\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u5370\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u65e5\u6642\u3068\u3001\u5c4a\u3044\u305f\u65b0\u3057\u3044\u8a8d\u8a3c\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u9867\u5ba2\u306e\u76e3\u67fb\u3067\u300c\u305d\u306e\u6642\u70b9\u3067\u6b63\u3057\u304b\u3063\u305f\u304b\u300d\u3092\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002**","minimal_setup":"1. \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8a8d\u8a3c\u66f8\u309220\u901a\u9078\u3076\uff08**\u5225\u8868\u306b\u6570\u5341\u54c1\u76ee\u4e26\u3076\u3082\u306e\u3001\u82f1\u8a9e\u3068\u30a2\u30e9\u30d3\u30a2\u8a9e\u3092\u4e26\u3079\u305f\u3082\u306e\u3001\u671f\u9650\u304c\u8fd1\u3044\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u901a\u305a\u3064\u6e21\u3057\u3001\u300c\u3053\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u306e\u3001\u8a8d\u8a3c\u6a5f\u95a2\u3001\u8a8d\u8a3c\u756a\u53f7\u3001\u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u4f1a\u793e\u3001\u88fd\u9020\u6240\u306e\u4f4f\u6240\u3001\u5bfe\u8c61\u54c1\u76ee\uff081\u884c\u305a\u3064\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001\u767a\u884c\u65e5\u3001\u6709\u52b9\u671f\u9650\u3092\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\u54c1\u540d\u3092\u307e\u3068\u3081\u305f\u308a\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u306e\u5bfe\u8c61\u54c1\u76ee\u3092\u539f\u6599\u53f0\u5e33\u306e\u54c1\u540d\u3068\u898b\u6bd4\u3079\u3001\u5f53\u6642\u306e\u78ba\u8a8d\u3067\u898b\u843d\u3068\u3057\u3066\u3044\u305f\u5bfe\u8c61\u5916\u306e\u54c1\u76ee\u304c\u7121\u3044\u304b\u3092\u6570\u3048\u308b\n4. \u6709\u52b9\u671f\u9650\u306b\u3064\u3044\u3066\u3001AI\u306e\u7b54\u3048\u3068\u539f\u6587\u306e\u65e5\u4ed8\u306e\u4e26\u3073\u30921\u901a\u305a\u3064\u898b\u6bd4\u3079\u308b\n\n**20\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u54c1\u540d\u3092\u307e\u3068\u3081\u306a\u3044\u304b\u3001\u65e5\u4ed8\u306e\u4e26\u3073\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u54c1\u76ee\u3068\u671f\u9650\u3092\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u4f3c\u305f\u54c1\u540d\u3092\u307e\u3068\u3081\u305f\u3001\u54c1\u540d\u3092\u77ed\u304f\u3057\u305f | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u5225\u8868\u306e\u5b57\u304c\u5c0f\u3055\u304f\u8aad\u3081\u306a\u3044\u8a8d\u8a3c\u66f8\u304c\u591a\u3044 | **\u53d7\u3051\u53d6\u308a\u65b9\u304c\u5148\u3002** \u30e1\u30fc\u30ab\u30fc\u306b\u5143\u306ePDF\u3092\u983c\u3080 |","minimal_setup_short":"\u8a8d\u8a3c\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3001\u9805\u76ee\u3068\u54c1\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u901a\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\u539f\u6599\u53f0\u5e33\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\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\u3001\u671f\u9650\u306e\u9031\u6b21\u306e\u4e00\u89a7","full_setup":"\u4e0a\u8a18\uff0b\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u3001\u9867\u5ba2\u306e\u6c42\u3081\u306b\u5fdc\u3058\u305f\u63d0\u51fa\u306e\u4e00\u5f0f\uff08\u8a8d\u8a3c\u66f8\u3068\u78ba\u8a8d\u306e\u8a18\u9332\uff09\u306e\u4f5c\u6210 \uff0f \u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u3001\u9867\u5ba2\u3078\u306e\u63d0\u51fa\u306e\u6e96\u5099","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\u8a8d\u8a3c\u66f8\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**1\u4ef616\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\u9867\u5ba2\u3078\u306e\u63d0\u51fa\u306e\u5074\u3067\u3059\u3002** \u9867\u5ba2\u304b\u3089\u300c\u3053\u306e\u539f\u6599\u306e\u8a8d\u8a3c\u66f8\u3092\u300d\u3068\u983c\u307e\u308c\u305f\u3068\u304d\u306b\u3001**\u53f0\u5e33\u306e\u78ba\u8a8d\u306e\u5217\u304c `ok` \u306e\u6700\u65b0\u306e\u8a8d\u8a3c\u66f8\u3068\u78ba\u8a8d\u306e\u8a18\u9332\u3092\u4e00\u5f0f\u3067\u51fa\u305b\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u63d0\u51fa\u305d\u306e\u3082\u306e\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8f09\u3063\u3066\u3044\u308b\u54c1\u76ee\u304c\u5bfe\u8c61\u5916\u3068\u51fa\u308b | **\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u306e\u5bfe\u5fdc\u304c\u53f0\u5e33\u306b\u7121\u3044\u3002** \u547c\u3073\u65b9\u306e\u4e00\u89a7\u3092\u8db3\u3059 |\n| \u4f3c\u305f\u54c1\u540d\u3092\u307e\u3068\u3081\u3066\u5199\u3059 | 1\u6587\u5b57\u3082\u5909\u3048\u305a\u306b\u5199\u3055\u305b\u3001**\u7167\u5408\u306f\u5b8c\u5168\u4e00\u81f4\u3068\u4e00\u89a7\u3060\u3051** |\n| \u65e5\u4ed8\u306e\u65e5\u3068\u6708\u3092\u53d6\u308a\u9055\u3048\u308b | raw \u3068 date \u3092\u5206\u3051\u3001**\u4e26\u3073\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous`** |\n| \u8cea\u554f\u304c\u6700\u5f8c\u306e\u30da\u30fc\u30b8\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| \u5225\u8868\u304c\u8aad\u3081\u306a\u3044\u306e\u306b\u5bfe\u8c61\u5916\u306b\u306a\u308b | `Warnings` \u306e\u30da\u30fc\u30b8\u3092 `unreadable` \u3068\u3057\u3066\u6e21\u3059 |\n| \u6a5f\u95a2\u540d\u304c\u4e00\u89a7\u3068\u4e00\u81f4\u3057\u306a\u3044 | \u7565\u79f0\u30fb\u65e7\u540d\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3092\u4f5c\u308b |\n| \u4e00\u89a7\u306e\u6539\u5b9a\u306b\u6c17\u3065\u304b\u306a\u3044 | \u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3092\u8868\u306b\u6301\u305f\u305b\u3001**\u9031\u6b21\u3067\u7167\u3089\u3057\u76f4\u3059** |\n| \u9867\u5ba2\u306e\u6307\u5b9a\u304c\u7a7a\u6b04\u306e\u307e\u307e\u901a\u308b | \u7a7a\u6b04\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3066 `needs_human` \u306b\u56de\u3059 |\n| \u82f1\u8a9e\u306e\u8a18\u8f09\u304c\u7121\u3044\u8a8d\u8a3c\u66f8\u304c\u6df7\u3056\u308b | \u5bfe\u5fdc\u8a00\u8a9e\u306f6\u3064\u3002**\u62c5\u5f53\u8005\u306e\u4e00\u89a7\u3078** |\n| \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\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u54c1\u540d\u3068\u65e5\u4ed8\u3092\u300c\u6574\u3048\u3066\u300d\u3057\u307e\u3046\u3053\u3068\u304b\u3089\u8d77\u304d\u3001**\u539f\u6587\u306e\u307e\u307e\u5199\u3055\u305b\u308b\u6307\u793a\u3068\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u304f\u8a2d\u8a08\u3067\u9632\u3052\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u539f\u6599\u30e1\u30fc\u30ab\u30fc\u3068\u9867\u5ba2\u306e\u540d\u79f0\u3001\u539f\u6599\u306e\u54c1\u540d\u3068\u54c1\u756a\u3001\u88fd\u9020\u6240\u306e\u4f4f\u6240\u3001\u8a8d\u8a3c\u756a\u53f7\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307e\u308c\u307e\u305b\u3093\u304c\u3001\u3069\u306e\u9867\u5ba2\u306b\u3069\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u3092\u7d0d\u3081\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u53d6\u5f15\u306e\u69cb\u9020\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8a8d\u8a3c\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u307e\u3067\u306b\u9650\u308b** \u2026 \u539f\u6599\u53f0\u5e33\u3068\u9867\u5ba2\u306e\u6307\u5b9a\u306e\u8868\u306fAI\u306b\u6e21\u3055\u305a\u3001**\u7167\u5408\u306f Python \u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002** \u7d0d\u5165\u5148\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. **\u5b97\u6559\u4e0a\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u8a8d\u8a3c\u66f8\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3068\u3001\u53f0\u5e33\u3068\u9867\u5ba2\u306e\u6307\u5b9a\u3068\u306e\u5dee\u3067\u3059\u3002**\u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u306f\u8a8d\u8a3c\u6a5f\u95a2\u306e\u5224\u65ad\u3067\u3001\u9867\u5ba2\u306b\u51fa\u3059\u304b\u306f\u8ab2\u9577\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u30e1\u30fc\u30ab\u30fc\u3068\u9867\u5ba2\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\u30e1\u30fc\u30ab\u30fc\u3068\u306e\u95a2\u4fc2\u306b\u3082\u9867\u5ba2\u306e\u4fe1\u983c\u306b\u3082\u3072\u3073\u304d\u307e\u3059\n5. **\u8a8d\u8a3c\u66f8\u306e\u5199\u3057\u3092\u9867\u5ba2\u4ee5\u5916\u306b\u51fa\u3055\u306a\u3044** \u2026 \u8a8d\u8a3c\u66f8\u306b\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u88fd\u9020\u6240\u3068\u88fd\u54c1\u306e\u4e00\u89a7\u304c\u8f09\u3063\u3066\u3044\u307e\u3059\u3002**\u30e1\u30fc\u30ab\u30fc\u3068\u306e\u7d04\u675f\u3067\u3001\u63d0\u51fa\u5148\u3092\u9867\u5ba2\u306b\u9650\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5bfe\u8c61\u5916\u306e\u539f\u6599\u3092\u8a8d\u8a3c\u3042\u308a\u3068\u3057\u3066\u9867\u5ba2\u306b\u51fa\u3059\u3053\u3068\u3068\u3001\u5bfe\u8c61\u306e\u539f\u6599\u3092\u5bfe\u8c61\u5916\u3068\u3057\u3066\u30e1\u30fc\u30ab\u30fc\u306b\u7121\u7528\u306a\u4f9d\u983c\u3092\u51fa\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u54c1\u540d\u3092\u307e\u3068\u3081\u3066\u5199\u3059\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u547c\u3073\u65b9\u306e\u4e00\u89a7\u304c\u8db3\u308a\u306a\u3044\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u54c1\u540d\u306e\u7167\u5408\u304b\u3089\u51fa\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u6d77\u5916\u306e\u539f\u6599\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u30bc\u30e9\u30c1\u30f3\u30fb\u4e73\u5316\u5264\u30fb\u9999\u6599\u30fb\u8abf\u5473\u6599\u30fb\u3067\u3093\u7c89\u306a\u3069\u3092\u8f38\u5165\u3057\u3001\u30cf\u30e9\u30fc\u30eb\u5bfe\u5fdc\u306e\u98df\u54c1\u3092\u4f5c\u308b\u56fd\u5185\u306e\u30e1\u30fc\u30ab\u30fc\u306b\u7d0d\u3081\u3066\u3044\u308b\u5546\u793e\u3002\u9867\u5ba2\u304b\u3089\u539f\u6599\u3054\u3068\u306b\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u306e\u63d0\u51fa\u3092\u6c42\u3081\u3089\u308c\u3001\u6d77\u5916\u306e\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u82f1\u6587\u306e\u8a8d\u8a3c\u66f8\u304cPDF\u3067\u5c4a\u304d\u3001\u8a8d\u8a3c\u6a5f\u95a2\u30fb\u5bfe\u8c61\u54c1\u76ee\u30fb\u6709\u52b9\u671f\u9650\u3092\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u3066\u3044\u308b\u5834\u5408\u3002\u30de\u30ec\u30fc\u30b7\u30a2\u5411\u3051\u306a\u3069\u3001\u9867\u5ba2\u304c\u300c\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u300d\u3092\u6307\u5b9a\u3057\u3066\u3044\u308b\u53d6\u5f15\u304c\u3042\u308b\u5834\u5408\u3002\u539f\u6599\u53f0\u5e33\uff08\u54c1\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u30fb\u88fd\u9020\u6240\u30fb\u7d0d\u5165\u5148\uff09\u3092\u8868\u3067\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6271\u3046\u539f\u6599\u304c\u6570\u54c1\u76ee\u3067\u3001\u8a8d\u8a3c\u66f8\u304c\u5e74\u306b\u6570\u901a\u3057\u304b\u5c4a\u304b\u306a\u3044\u5834\u5408\u3002\u8a8d\u8a3c\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u30a2\u30e9\u30d3\u30a2\u8a9e\u30fb\u30a4\u30f3\u30c9\u30cd\u30b7\u30a2\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u306a\u3069\uff09\u3060\u3051\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\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\u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u306e\u5b97\u6559\u4e0a\u306e\u5224\u65ad\u3001\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4fe1\u983c\u6027\u306e\u8a55\u4fa1\u3001\u9867\u5ba2\u3078\u306e\u63d0\u51fa\u53ef\u5426\u306e\u6700\u7d42\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u539f\u6599\u53f0\u5e33\u306e\u5217\u3092\u6574\u3048\u308b**\n\n\u300c\u30e1\u30fc\u30ab\u30fc\u54c1\u540d\u300d\u306e\u5217\u3092\u3001\u624b\u5143\u306e\u8a8d\u8a3c\u66f8\u306e\u5225\u8868\u306e\u66f8\u304d\u65b9\u3067\u57cb\u3081\u307e\u3059\u3002**\u4ef6\u6570\u306e\u591a\u3044\u4e0a\u4f4d20\u793e\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u539f\u6599\u304b\u3089\u59cb\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u300c\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u66f8\u300d\u306e\u5217\u3092\u3001\u671f\u9650\u30fb\u8a8d\u8a3c\u756a\u53f7\u30fb\u78ba\u8a8d\u65e5\u30fb\u78ba\u8a8d\u8005\u306b\u5206\u3051\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u901a\u3067\u8a66\u3059**\n\n\u624b\u5143\u306e\u8a8d\u8a3c\u66f8\u304b\u308920\u901a\u3092\u9078\u3073\u3001\u751f\u6210AI\u306b\u6e21\u3057\u3066\u9805\u76ee\u3068\u54c1\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u54c1\u540d\u3092\u307e\u3068\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u65e5\u4ed8\u306e\u4e26\u3073\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u9867\u5ba2\u306e\u6307\u5b9a\u3068\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8868\u3092\u4f5c\u308b**\n\n\u55b6\u696d\u306e\u62c5\u5f53\u3068\u4e00\u7dd2\u306b\u3001\u9867\u5ba2\u3054\u3068\u306b\u53d7\u3051\u5165\u308c\u308b\u8a8d\u8a3c\u6a5f\u95a2\u3092\u8868\u306b\u3057\u307e\u3059\u3002**JAKIM\u306e\u4e00\u89a7\u306b\u8f09\u3063\u305f\u6a5f\u95a2\u306f\u3001\u4e00\u89a7\u306e\u6709\u52b9\u65e5\u3068\u4e00\u7dd2\u306b\u8d77\u3053\u3057\u307e\u3059\u3002** \u6307\u5b9a\u3092\u805e\u3044\u3066\u3044\u306a\u3044\u9867\u5ba2\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u3057\u3066\u6b8b\u3057\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\u30016\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` \u3068\u9031\u6b21\u306e\u671f\u9650\u306e\u4e00\u89a7\u3092\u51fa\u3057\u3001`needs_request` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u30e1\u30fc\u30ab\u30fc\u3078\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef616\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u671f\u9650\u5207\u308c\u306b\u9867\u5ba2\u306e\u6307\u6458\u3088\u308a\u5148\u306b\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-1752","UC-1433","UC-1427","UC-0109"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\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 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-26 |\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) | 2026-10-26 |\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) | 2026-10-26 |\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 | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-26 |\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) | 2026-10-26 |\n| JAKIM\u304c\u8a8d\u3081\u305f\u6d77\u5916\u306e\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u6a5f\u95a2\u306e\u4e00\u89a7\u304c2026\u5e748\u670821\u65e5\u304b\u3089\u6709\u52b9\u3068\u3055\u308c\u3001\u53d6\u5f15\u8868\u793a\u6cd5\uff08\u30cf\u30e9\u30fc\u30eb\u306e\u8a8d\u8a3c\u3068\u8868\u793a\uff09\u547d\u4ee42011\u306b\u57fa\u3065\u3044\u3066\u544a\u793a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u8a8d\u3081\u308b\u671f\u9593\u304c3\u5e74\u3067\u3001\u671f\u9593\u306e\u5f8c\u306b\u898b\u76f4\u3057\u306e\u76e3\u67fb\u3092\u884c\u3046\u3053\u3068\u3002\u30de\u30ec\u30fc\u30b7\u30a2\u3067\u58f2\u3089\u308c\u308b\u8f38\u5165\u98df\u54c1\u306f\u3001JAKIM\u304c\u8a8d\u3081\u305f\u6d77\u5916\u306e\u8a8d\u8a3c\u6a5f\u95a2\u306e\u8a8d\u8a3c\u3092\u53d7\u3051\u3066\u3044\u306a\u3051\u308c\u3070\u30cf\u30e9\u30fc\u30eb\u3068\u8868\u793a\u3067\u304d\u305a\u3001\u8f38\u5165\u8005\u7b49\u304c\u8a8d\u8a3c\u6a5f\u95a2\u306e\u540d\u524d\u3092\u8868\u793a\u3059\u308b\u3053\u3068 | [JAKIM: The Recognized Foreign Halal Certification Bodies & Authorities](https:\/\/www.halal.gov.my\/pdf\/cb\/FHCB21August2026.pdf) | 2026-10-26 |\n| JAKIM\u306e\u30b5\u30a4\u30c8\u306b\u3001\u30d5\u30e9\u30f3\u30b9\u3001\u30af\u30ed\u30a2\u30c1\u30a2\u3001\u4e2d\u56fd\u306e\u6d77\u5916\u30cf\u30e9\u30fc\u30eb\u8a8d\u8a3c\u6a5f\u95a2\u306e\u627f\u8a8d\u306e\u53d6\u308a\u6d88\u3057\u306e\u544a\u77e5\uff082025\u5e743\u670813\u65e5\uff09\u304c\u8f09\u3063\u3066\u3044\u308b\u3053\u3068 | [JAKIM: Halal Malaysia](https:\/\/www.halal.gov.my\/) | 2026-10-26 |\n\n**\u539f\u6599\u304c\u30cf\u30e9\u30fc\u30eb\u306b\u5f53\u305f\u308b\u304b\u3001\u9867\u5ba2\u306b\u51fa\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u8a8d\u8a3c\u6a5f\u95a2\u3068\u9867\u5ba2\u306e\u6c42\u3081\u306b\u5f93\u3063\u3066\u5224\u65ad\u3057\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** 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