{"id":14628,"date":"2026-10-07T12:55:43","date_gmt":"2026-10-07T03:55:43","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-reinsurance-statement\/"},"modified":"2026-10-07T12:55:43","modified_gmt":"2026-10-07T03:55:43","slug":"en-reinsurance-statement","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-reinsurance-statement\/","title":{"rendered":"\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u6599\u30fb\u624b\u6570\u6599\u30fb\u56de\u53ce\u4fdd\u967a\u91d1\u3092\u51fa\u518d\u53f0\u5e33\u3068\u7167\u5408\u3057\u3066\u3001\u5dee\u7570\u3092\u7406\u7531\u306e\u5019\u88dc\u4ed8\u304d\u3067\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u3084\u30d6\u30ed\u30fc\u30ab\u30fc\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u6599\u30fb\u624b\u6570\u6599\u30fb\u56de\u53ce\u4fdd\u967a\u91d1\u3092\u793e\u5185\u306e\u51fa\u518d\u53f0\u5e33\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u5dee\u7570\u3092\u9805\u76ee\u3054\u3068\u306b\u51fa\u3057\u3001\u30b7\u30a7\u30a2\u30fb\u6599\u7387\u30fb\u671f\u9593\u30fb\u70ba\u66ff\u3068\u3044\u3063\u305f\u7406\u7531\u306e\u5019\u88dc\u3092\u4ed8\u3051\u3066\u3001\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3078\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0708","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u7cbe\u7b97\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u518d\u4fdd\u967a\u90e8\u306e\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u4ed5\u7d44\u307f\u3092\u7f6e\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u307e\u3059\u3002\u30b3\u30fc\u30c9\u304c\u5206\u304b\u3089\u306a\u3044\u7cbe\u7b97\u66f8\u306f\u300c\u672a\u7279\u5b9a\u300d\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u5951\u7d04\u540d\u306e\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u307e\u3059\u3002\n\n**\u5c4a\u3044\u305f\u9806\u306b1\u901a\u305a\u3064\u51e6\u7406\u3057\u307e\u3059\u3002** \u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u7167\u4f1a\u306e\u56de\u7b54\u3092\u5f85\u3064\u6642\u9593\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002**\u5c4a\u3044\u305f\u65e5\u306e\u3046\u3061\u306b\u5dee\u7570\u3068\u7406\u7531\u306e\u5019\u88dc\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u9031\u306e\u3046\u3061\u306b\u7167\u4f1a\u3092\u9001\u308c\u307e\u3059\u3002**\n\n**\u3055\u3089\u306b\u3001\u6708\u306e\u7b2c3\u55b6\u696d\u65e5\u306b\u300c\u307e\u3060\u5c4a\u3044\u3066\u3044\u306a\u3044\u7cbe\u7b97\u66f8\u300d\u306e\u4e00\u89a7\u3092\u51fa\u3057\u307e\u3059\u3002** \u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3054\u3068\u306e\u7cbe\u7b97\u306e\u5468\u671f\u304b\u3089\u3001\u4eca\u6708\u5c4a\u304f\u306f\u305a\u306e\u7cbe\u7b97\u66f8\u3092\u6570\u3048\u3001\u5c4a\u3044\u305f\u5206\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u518d\u4fdd\u967a\u7cbe\u7b97\u66f8 | PDF\u3002\u5951\u7d04\u540d\u3001\u671f\u9593\u3001\u901a\u8ca8\u3001\u30b7\u30a7\u30a2\u3001\u660e\u7d30\u306e\u8868\u3001\u6b8b\u9ad8\u3001\u5411\u304d\u306e\u8868\u793a | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u3068\u30bb\u30eb\u3001\u5217\u898b\u51fa\u3057\u3001\u5408\u8a08\u306e\u884c\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u51fa\u518d\u53f0\u5e33 | \u5951\u7d04\u3054\u3068\u306e\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u3001\u624b\u6570\u6599\u306e\u6599\u7387\u3001\u671f\u9593\u3054\u3068\u306e\u51fa\u518d\u4fdd\u967a\u6599\u3001\u56de\u53ce\u4fdd\u967a\u91d1\u306e\u660e\u7d30\u3001\u8a08\u4e0a\u306e\u70ba\u66ff\u30ec\u30fc\u30c8 | \u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u51fa\u529b |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868 | \u7cbe\u7b97\u66f8\u306e\u9805\u76ee\u540d\u306e\u66f8\u304d\u65b9\u3068\u3001\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306e\u5bfe\u5fdc | \u518d\u4fdd\u967a\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u5411\u304d\u306e\u898f\u5247\u8868 | \u30d6\u30ed\u30fc\u30ab\u30fc\u30fb\u518d\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u3001\u7cbe\u7b97\u66f8\u304c\u3069\u3061\u3089\u304b\u3089\u898b\u305f\u5411\u304d\u3067\u66f8\u304b\u308c\u308b\u304b\u3001\u62ec\u5f27\u3084 `Dr`\uff0f`Cr` \u306e\u610f\u5473 | \u518d\u4fdd\u967a\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5411\u304d\u306e\u898f\u5247\u8868\u3067\u3059\u3002** \u540c\u3058 `Cr` \u3067\u3082\u3001\u81ea\u793e\u304b\u3089\u898b\u305f\u8cb8\u65b9\u304b\u3001\u76f8\u624b\u304b\u3089\u898b\u305f\u8cb8\u65b9\u304b\u3067\u610f\u5473\u304c\u9006\u306b\u306a\u308a\u307e\u3059\u3002**\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b\u306e\u7cbe\u7b97\u66f8\u306f\u3001\u7b26\u53f7\u3092\u4ed8\u3051\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3082\u540c\u3058\u304f\u3089\u3044\u5927\u4e8b\u3067\u3059\u3002** `Commission` \u3068 `Profit Commission` \u3068 `Brokerage` \u306f\u5225\u306e\u9805\u76ee\u3067\u3001\u5bc4\u305b\u308b\u3068\u624b\u6570\u6599\u306e\u6599\u7387\u306e\u691c\u7b97\u304c\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002**\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u4f7f\u3044\u3001\u7121\u3044\u3082\u306e\u306f `unmapped` \u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**","data_source":"\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\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` | `TABLES`\u3001`FORMS`\u3001`QUERIES`\uff08\u82f1\u8a9e\u306e\u3068\u304d\uff09 | \u660e\u7d30\u306e\u8868\u3001\u8868\u7d19\u306e\u30ad\u30fc\u3068\u5024\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u5951\u7d04\u540d\u3068\u671f\u9593 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u5951\u7d04\u540d\u3084\u671f\u9593\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u7cbe\u7b97\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u5951\u7d04\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `TREATY_NAME` | What is the name of the treaty or contract? |\n| `PERIOD` | Which accounting period does this statement cover? |\n| `CURRENCY` | In which currency is this statement? |\n| `OUR_SHARE` | What is the reinsurer's share or participation? |\n| `BALANCE` | What is the balance of this statement? |\n| `BALANCE_DIRECTION` | In whose favour is the balance? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u671f\u9593\u304c\u7a7a\u306a\u3089\u3001\u8868\u984c\u3084\u5168\u6587\u304b\u3089 `Quarter`\u3001`Period`\u3001`Month` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u307e\u3059\u3002**\u671f\u9593\u3092\u53d7\u3051\u53d6\u3063\u305f\u6708\u3067\u57cb\u3081\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u305a\u308c\u306f\u5dee\u7570\u306e\u7406\u7531\u306e\u578b\u306e1\u3064\u3067\u3001\u57cb\u3081\u308b\u3068\u305d\u306e\u578b\u304c\u691c\u7b97\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u660e\u7d30\u306e\u8868\u306f\u3001\u30bb\u30eb\u306e\u884c\u3068\u5217\u306e\u756a\u53f7\u3067\u7d44\u307f\u7acb\u3066\u76f4\u3057\u307e\u3059\u3002** \u5217\u898b\u51fa\u3057\u304b\u3089 `100%` \u306e\u5217\u3068\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u306e\u5217\u3001`Debit` \u3068 `Credit` \u306e\u5217\u3092\u6c7a\u3081\u3001**\u884c\u3054\u3068\u306b\u300c\u9805\u76ee\u540d\u30fb100\uff05\u306e\u5024\u30fb\u30b7\u30a7\u30a2\u306e\u5024\u30fb\u5411\u304d\u300d\u306e\u7d44\u306b\u3057\u307e\u3059\u3002** \u5408\u8a08\u306e\u884c\u306e\u7a2e\u985e\u304c\u4ed8\u3044\u305f\u30bb\u30eb\u306f\u3001\u660e\u7d30\u3068\u5206\u3051\u3066\u6b8b\u9ad8\u306e\u7167\u5408\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u307e\u3059\u3002**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u3001\u5225\u30da\u30fc\u30b8\u306e\u660e\u7d30\u304c\u629c\u3051\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n\u51fa\u518d\u53f0\u5e33\u306f\u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089CSV\u3067\u51fa\u3057\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002**\u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\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\u76f8\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u30b9\u30ad\u30e3\u30f3\u306e\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306f\u6700\u5c0f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002**\u660e\u7d30\u306e\u5c0f\u3055\u306a\u6570\u5b57\u306f\u3001\u30d5\u30a1\u30af\u30b9\u3084\u30b9\u30ad\u30e3\u30f3\u306e\u7cbe\u7b97\u66f8\u3067\u4e0b\u56de\u308a\u3084\u3059\u3044\u7b87\u6240\u3067\u3059**\n5. **\u5951\u7d04\u306e\u7279\u5b9a** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30b3\u30fc\u30c9\u3067\u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3092\u5f15\u304d\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3068\u5411\u304d\u306e\u898f\u5247\u8868\u3092\u9078\u3073\u307e\u3059\n6. **\u540c\u3058\u7cbe\u7b97\u66f8\u306e\u518d\u9001\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5951\u7d04\u30fb\u671f\u9593\u30fb\u6b8b\u9ad8\u306e\u3082\u306e\u304c\u3059\u3067\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\u6b8b\u9ad8\u304c\u9055\u3048\u3070\u8a02\u6b63\u7248\u3068\u3057\u3066\u6271\u3044\u3001\u524d\u306e\u7248\u3068\u4e26\u3079\u307e\u3059**\n\n**6\u756a\u76ee\u306e\u8a02\u6b63\u7248\u306e\u6271\u3044\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u7cbe\u7b97\u66f8\u306f\u8a02\u6b63\u3055\u308c\u3066\u518d\u9001\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u524d\u306e\u7248\u306e\u5dee\u7570\u306e\u7406\u7531\u304c\u3001\u8a02\u6b63\u7248\u3067\u6d88\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u3001\u91d1\u984d\u3068\u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7b26\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068\u3001\u7167\u5408\u3068\u691c\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8 | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u306f\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u306b\u5206\u3051\u3089\u308c\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u81ea\u793e\u306e\u30b7\u30a7\u30a2 | \u539f\u6587\u306e\u5024\uff08`%` \u3084\u5c0f\u6570\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u660e\u7d30\u306e\u9805\u76ee | \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u793e\u5185\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b | \u8868\u306b\u7121\u3051\u308c\u3070 `unmapped` |\n| \u91d1\u984d | 100\uff05\u306e\u5024\u3068\u30b7\u30a7\u30a2\u306e\u5024\u3092\u5206\u3051\u3066\u3001\u6570\u5b57\u306e\u6587\u5b57\u5217\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5411\u304d\u306e\u66f8\u304d\u65b9 | `Dr`\uff0f`Cr` \u306e\u5217\u3001\u62ec\u5f27\u3001`due to you`\uff0f`due to us` \u306a\u3069\u3092\u539f\u6587\u306e\u307e\u307e | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u6b8b\u9ad8 | \u91d1\u984d\u3068\u5411\u304d\u306e\u66f8\u304d\u65b9 | \u5408\u8a08\u306e\u884c\u304c\u7121\u3051\u308c\u3070 `missing` |\n\n**\u5411\u304d\u306f\u3001\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3055\u305b\u308b\u3060\u3051\u3067\u3059\u3002** \u62ec\u5f27\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3001\u3069\u306e\u5217\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u8868\u7d19\u306b\u3069\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002**\u305d\u308c\u3092\u6b63\u306e\u6570\u304b\u8ca0\u306e\u6570\u304b\u306b\u76f4\u3059\u306e\u306f\u3001\u898f\u5247\u8868\u3092\u6301\u3064 Python \u3067\u3059\u3002** AI\u306b\u7b26\u53f7\u307e\u3067\u4ed8\u3051\u3055\u305b\u308b\u3068\u3001\u7cbe\u7b97\u66f8\u304c\u3069\u3061\u3089\u304b\u3089\u898b\u305f\u5411\u304d\u304b\u3092\u63a8\u6e2c\u3067\u6c7a\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**100\uff05\u306e\u5024\u3068\u30b7\u30a7\u30a2\u306e\u5024\u3092\u5206\u3051\u308b\u306e\u3082\u3001\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u305a `ambiguous` \u306b\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7b26\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068 | \u5411\u304d\u306e\u898f\u5247\u306f\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306b\u9055\u3044\u3001Python \u304c\u898f\u5247\u8868\u3067\u4ed8\u3051\u308b |\n| \u51fa\u518d\u53f0\u5e33\u3068\u306e\u7167\u5408\u3068\u5dee\u7570\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u6c7a\u307e\u308b\u8a08\u7b97\u3002Python \u304c\u884c\u3046 |\n| \u5dee\u7570\u306e\u7406\u7531\u3092\u8003\u3048\u308b\u3053\u3068 | \u578b\u3054\u3068\u306e\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u5019\u88dc\u306b\u3059\u308b |\n| \u30b7\u30a7\u30a2\u306e\u5024\u3092100\uff05\u304b\u3089\u8a08\u7b97\u3059\u308b\u3053\u3068 | \u8a08\u7b97\u3067\u57cb\u3081\u308b\u3068\u3001\u30b7\u30a7\u30a2\u306e\u9055\u3044\u3068\u3044\u3046\u5dee\u7570\u304c\u6d88\u3048\u308b |\n| \u671f\u9593\u306e\u88dc\u5b8c | \u671f\u9593\u306e\u305a\u308c\u3068\u3044\u3046\u5dee\u7570\u304c\u6d88\u3048\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5dee\u7570\u306e\u91d1\u984d\u3092\u898b\u305b\u3066\u300c\u7406\u7531\u3092\u8003\u3048\u3066\u300d\u3068\u983c\u3080\u3068\u3001\u70ba\u66ff\u3084\u671f\u9593\u306e\u305d\u308c\u3089\u3057\u3044\u7406\u7531\u3092\u66f8\u3044\u3066\u304d\u307e\u3059\u3002**\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u3066\u3044\u306a\u3044\u7406\u7531\u304c1\u884c\u3042\u308b\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u308c\u3092\u4fe1\u3058\u3066\u7167\u4f1a\u3092\u3057\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u518d\u4fdd\u967a\u90e8\u3067\u3001\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u30fb\u30d6\u30ed\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\u3092\u3001\u7167\u5408\u7528\u306e\u884c\u306b\u305d\u308d\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\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\u3059\u9805\u76ee\u3011\nheader\uff1atreaty_name_raw\u3001period_raw\u3001period_start\u3001period_end\u3001currency\u3001\n        our_share_raw\u3001balance_raw\u3001balance_direction_raw\nlines\uff1a\u660e\u7d30\u306e\u5404\u884c\u306b\u3064\u3044\u3066\u3001\u6b21\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  item_raw\uff08\u539f\u6587\u306e\u9805\u76ee\u540d\uff09\u3001account_code\uff08\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u793e\u5185\u306e\u533a\u5206\uff09\u3001\n  amount_100_raw\u3001amount_share_raw\u3001direction_raw\uff08Dr \/ Cr \/ parentheses \/\n  minus \/ none \u3068\u3001\u305d\u306e\u539f\u6587\uff09\u3001status\u3001source\uff08\u30da\u30fc\u30b8\u3068\u8868\u306e\u884c\u30fb\u5217\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u7b26\u53f7\u3092\u4ed8\u3051\u305f\u308a\u3001\n  \u62ec\u5f27\u3092\u5916\u3057\u3066\u6b63\u306e\u6570\u306b\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5411\u304d\u306f direction_raw \u306b\u66f8\u304d\u65b9\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u3061\u3089\u304c\u652f\u6255\u3046\u304b\u3092\u89e3\u91c8\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 100%\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\u3092\u533a\u5225\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u3069\u3061\u3089\u306b\u3082\u5165\u308c\u305a\n  status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b7\u30a7\u30a2\u306e\u5024\u304c\u7121\u3044\u3068\u304d\u306b\u3001100%\u306e\u5024\u3068\u30b7\u30a7\u30a2\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- account_code \u306f\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u66f8\u304d\u65b9\u306e\u3068\u304d\u3060\u3051\u5165\u308c\u3001\n  \u7121\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066 status \u3092 unmapped \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9593\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u3084\u305d\u306e\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_tables_forms_queries}\n\u3010\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3011{item_alias_table}\n```\n\n**\u300c\u62ec\u5f27\u3092\u5916\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5916\u3057\u307e\u3059\u3002** `(12,345.00)` \u3092 `12345.00` \u3068\u3057\u3066\u8fd4\u3057\u3001**\u8ca0\u306e\u6570\u3060\u3063\u305f\u3068\u3044\u3046\u60c5\u5831\u304c\u305d\u306e\u5834\u3067\u6d88\u3048\u307e\u3059\u3002** \u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u6b8b\u3057\u3066\u304a\u3051\u3070\u3001\u898f\u5247\u8868\u3067\u4f55\u5ea6\u3067\u3082\u8aad\u307f\u76f4\u305b\u307e\u3059\u3002","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"treaty_code\": \"\",\n  \"header\": { \"treaty_name_raw\": \"\", \"period_raw\": \"Q2 2026\", \"currency\": \"USD\",\n              \"our_share_raw\": \"15%\", \"balance_raw\": \"48,210.55\", \"balance_direction_raw\": \"Balance due to you\" },\n  \"lines\": [\n    { \"item_raw\": \"Premium\", \"account_code\": \"PREM\", \"amount_100_raw\": \"1,250,000.00\",\n      \"amount_share_raw\": \"187,500.00\", \"direction_raw\": \"Cr\", \"status\": \"ok\", \"source\": \"p2:T1:R4\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7b26\u53f7\u3068\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u898f\u5247\u8868\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u3001\u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u9805\u76ee\u3054\u3068\u306b\u7167\u5408\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u5dee\u7570\u306e\u578b\u3054\u3068\u306e\u691c\u7b97\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u306b\u3064\u3044\u3066\u3001Python \u304c\u9806\u306b\u6b21\u306e\u691c\u7b97\u3092\u884c\u3044\u3001\u5f53\u3066\u306f\u307e\u3063\u305f\u578b\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u578b | \u691c\u7b97\u306e\u5185\u5bb9 |\n|:--|:--|\n| `share` | \u53f0\u5e33\u306e\u30b7\u30a7\u30a2\u306e\u4ee3\u308f\u308a\u306b\u7cbe\u7b97\u66f8\u306e\u30b7\u30a7\u30a2\u3092\u639b\u3051\u308b\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `commission_rate` | \u53f0\u5e33\u306e\u6599\u7387\u306e\u4ee3\u308f\u308a\u306b\u3001\u7cbe\u7b97\u66f8\u306e\u624b\u6570\u6599\u00f7\u4fdd\u967a\u6599\u306e\u6599\u7387\u3092\u4f7f\u3046\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `period` | \u524d\u5f8c\u306e\u671f\u9593\u306e\u53f0\u5e33\u306e\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `fx` | \u53f0\u5e33\u306e\u8a08\u4e0a\u30ec\u30fc\u30c8\u3068\u5225\u306e\u65e5\u306e\u30ec\u30fc\u30c8\u306e\u9055\u3044\u3067\u8aac\u660e\u3067\u304d\u308b\u7bc4\u56f2\u304b |\n| `unbooked_claim` | \u53f0\u5e33\u306b\u7121\u3044\u4fdd\u967a\u91d1\u306e\u884c\u304c\u7cbe\u7b97\u66f8\u306b\u3042\u308a\u3001\u305d\u306e\u91d1\u984d\u3067\u5dee\u7570\u304c\u57cb\u307e\u308b\u304b |\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `matched` | \u8a31\u5bb9\u306e\u7bc4\u56f2\u5185\u3067\u4e00\u81f4 |\n| `explained` | \u5dee\u7570\u304c\u3042\u308a\u3001\u4e0a\u306e\u578b\u306e\u3069\u308c\u304b\u3067\u8aac\u660e\u3067\u304d\u308b |\n| `unexplained` | \u5dee\u7570\u304c\u3042\u308a\u3001\u3069\u306e\u578b\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3044 |\n| `needs_human` | `ambiguous`\u3001`unreadable`\u3001`unmapped` \u304c\u3042\u308b\u3001\u307e\u305f\u306f\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b |\n\n**3\u3064\u76ee\u306f\u3001\u7406\u7531\u306e\u8aac\u660e\u6587\u306e\u6750\u6599\u304c\u691c\u7b97\u306e\u7d50\u679c\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002** AI\u304c\u8aac\u660e\u6587\u3092\u66f8\u304f\u306e\u306f\u3001`explained` \u306e\u578b\u3068\u691c\u7b97\u306e\u6570\u5b57\u3092\u6e21\u3055\u308c\u305f\u3068\u304d\u3060\u3051\u3067\u3001**\u578b\u306e\u7121\u3044\u5dee\u7570\u306b\u3064\u3044\u3066\u306f\u4f55\u3082\u66f8\u304b\u305b\u307e\u305b\u3093\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 | \u7cbe\u7b97\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7406\u7531\u306e\u8aac\u660e\u6587\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u518d\u53f0\u5e33 | \u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u306eCSV\u51fa\u529b | \u5951\u7d04\u3054\u3068\u306e\u30b7\u30a7\u30a2\u3001\u6599\u7387\u3001\u671f\u9593\u3054\u3068\u306e\u5024\u3092\u8aad\u3080 |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u7cbe\u7b97\u66f8\u3054\u3068\u30fb\u9805\u76ee\u3054\u3068\u306e\u5370\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u51fa\u518d\u53f0\u5e33\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5dee\u7570\u306e\u51e6\u7406\u3068\u8a08\u4e0a\u306f\u3001\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u3066\u304b\u3089\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u7167\u4f1a\u3082\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u7167\u4f1a\u306e\u82f1\u6587\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002","human_review":"**\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`matched` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u7cbe\u7b97\u66f8\u3067\u3059\u3002** `matched` \u306e\u7cbe\u7b97\u66f8\u306f\u3001\u6b8b\u9ad8\u3068\u671f\u9593\u3092\u4e26\u3079\u305f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u5411\u304d\u306e\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b\u306a\u3089\u898f\u5247\u30921\u884c\u8db3\u3057\u3001`unmapped` \u306a\u3089\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n2. **`explained` \u306e\u691c\u7b97\u3092\u78ba\u304b\u3081\u308b** \u2026 \u578b\u3068\u691c\u7b97\u306e\u6570\u5b57\u3092\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001**\u305d\u306e\u578b\u3067\u672c\u5f53\u306b\u8aac\u660e\u304c\u3064\u304f\u304b\u3092\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u307e\u3059**\n3. **`unexplained` \u3092\u8cac\u4efb\u8005\u306b\u4e0a\u3052\u308b** \u2026 \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3001\u9001\u308b\u304b\u3092\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n4. **\u51e6\u7406\u3092\u6c7a\u3081\u305f\u7d50\u679c\u3092\u6b8b\u3059** \u2026 \u3069\u306e\u5dee\u7570\u3092\u3001\u3069\u3046\u51e6\u7406\u3057\u305f\u304b\u3092\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u306b\u66f8\u304d\u307e\u3059\n\n**2\u756a\u76ee\u3092\u6d41\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u578b\u304c\u5f53\u3066\u306f\u307e\u3063\u3066\u3082\u3001\u305d\u308c\u304c\u672c\u5f53\u306e\u7406\u7531\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u30b7\u30a7\u30a2\u3067\u8aac\u660e\u3067\u304d\u308b\u5dee\u7570\u304c\u3001\u5b9f\u306f\u53f0\u5e33\u306e\u30b7\u30a7\u30a2\u306e\u5165\u529b\u306e\u8aa4\u308a\u3060\u3063\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u76f8\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u7cbe\u7b97\u66f8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u306e\u7cbe\u7b97\u66f8 | \u8cea\u554f\u3092\u5916\u3057\u3001\u8868\u3068\u30ad\u30fc\u3068\u5024\u3068\u5168\u6587\u3067\u8aad\u3080 |\n| 100\uff05\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\u304c\u533a\u5225\u3067\u304d\u306a\u3044 | `ambiguous` \u306b\u3057\u3066\u4eba\u3078 |\n| \u5411\u304d\u306e\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b | \u7b26\u53f7\u3092\u4ed8\u3051\u305a\u306b\u4eba\u3078\u3002\u62c5\u5f53\u8005\u304c\u898f\u5247\u3092\u8db3\u3059 |\n| \u8a02\u6b63\u7248\u306e\u518d\u9001 | \u524d\u306e\u7248\u3068\u4e26\u3079\u3001\u5dee\u7570\u306e\u7406\u7531\u304c\u5909\u308f\u3063\u305f\u304b\u3092\u793a\u3059 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n| \u5c4a\u304f\u306f\u305a\u306e\u7cbe\u7b97\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u7b2c3\u55b6\u696d\u65e5\u306e\u4e00\u89a7\u3067\u62c5\u5f53\u8005\u304c\u50ac\u4fc3\u3059\u308b |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u76f8\u624b\u30921\u793e\u8db3\u3059\u305f\u3073\u306b\u51fa\u307e\u3059\u3002** \u898f\u5247\u30921\u884c\u8db3\u305b\u3070\u6b21\u304b\u3089\u306f\u81ea\u52d5\u3067\u7b26\u53f7\u304c\u4ed8\u304f\u306e\u3067\u3001**\u6700\u521d\u306e\u6570\u304b\u6708\u3067\u898f\u5247\u8868\u3092\u80b2\u3066\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u3044\u3061\u3070\u3093\u306e\u4ed5\u4e8b\u3067\u3059\u3002**","log_storage":"- \u5143\u306e\u7cbe\u7b97\u66f8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3001\u8a02\u6b63\u7248\u304b\u3069\u3046\u304b\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u660e\u7d30\u306e\u5168\u884c\u306e\u539f\u6587\u3068\u5bfe\u5fdc\u4ed8\u3051\uff09\n- Python \u306e\u7167\u5408\u3068\u691c\u7b97\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5411\u304d\u306e\u898f\u5247\u8868\u30fb\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u30fb\u51fa\u518d\u53f0\u5e33\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u578b\u3084\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u5224\u65ad\u3057\u305f\u304b\n- \u7167\u4f1a\u3068\u56de\u7b54\u3001\u51e6\u7406\u306e\u6c7a\u5b9a\u3068\u305d\u306e\u7406\u7531\n\n**\u898f\u5247\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u5247\u3092\u76f4\u3059\u3068\u904e\u53bb\u306e\u7b26\u53f7\u306e\u610f\u5473\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u524d\u306e\u56db\u534a\u671f\u306e\u5dee\u7570\u304c\u306a\u305c\u305d\u306e\u5411\u304d\u3067\u51fa\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":40,"after_minutes_per_case":14,"hourly_cost":4000,"before_hours_month":80,"after_hours_month":28,"saved_hours_month":52,"reduction_rate":65,"saved_hours_year":624,"annual_cost_effect":2496000,"summary":"\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u3084\u30d6\u30ed\u30fc\u30ab\u30fc\u304b\u3089\u6bce\u6708\u5c4a\u304f\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u4fdd\u967a\u6599\u30fb\u624b\u6570\u6599\u30fb\u56de\u53ce\u4fdd\u967a\u91d1\u3092\u793e\u5185\u306e\u51fa\u518d\u53f0\u5e33\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u5dee\u7570\u3092\u9805\u76ee\u3054\u3068\u306b\u51fa\u3057\u3001\u30b7\u30a7\u30a2\u30fb\u6599\u7387\u30fb\u671f\u9593\u30fb\u70ba\u66ff\u3068\u3044\u3063\u305f\u7406\u7531\u306e\u5019\u88dc\u3092\u4ed8\u3051\u3066\u3001\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u7cbe\u7b97\u66f8\u306ePDF\u3092\u30e1\u30fc\u30eb\u3067\u53d7\u3051\u53d6\u308a\u3001\u51fa\u518d\u5951\u7d04\u3068\u671f\u9593\u3067\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u7cbe\u7b97\u66f8\u306e\u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8\u30fb\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u3092\u8aad\u307f\u3001\u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3092\u958b\u304f\n3. \u4fdd\u967a\u6599\u3001\u624b\u6570\u6599\u3001\u5229\u76ca\u624b\u6570\u6599\u3001\u56de\u53ce\u4fdd\u967a\u91d1\u3001\u9810\u308a\u91d1\u3001\u6b8b\u9ad8\u30921\u884c\u305a\u3064\u7167\u5408\u7528\u306e\u8868\u306b\u5199\u3059\n4. \u8cb8\u501f\u306e\u5411\u304d\u3092\u8aad\u307f\u3001\u793e\u5185\u306e\u7b26\u53f7\u306b\u305d\u308d\u3048\u308b\n5. \u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u898b\u6bd4\u3079\u3001\u5dee\u7570\u3092\u51fa\u3059\n6. \u5dee\u7570\u304c\u3042\u308c\u3070\u3001\u30b7\u30a7\u30a2\u3001\u6599\u7387\u3001\u671f\u9593\u3001\u70ba\u66ff\u3001\u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\u306e\u3069\u308c\u304b\u3092\u9806\u306b\u7591\u3063\u3066\u7406\u7531\u3092\u63a2\u3059\n7. \u7406\u7531\u306e\u5206\u304b\u3089\u306a\u3044\u5dee\u7570\u306f\u3001\u30d6\u30ed\u30fc\u30ab\u30fc\u3084\u518d\u4fdd\u967a\u4f1a\u793e\u306b\u7167\u4f1a\u3059\u308b\n\n**\uff08a\uff09\u5411\u304d\u3092\u8aad\u307f\u9055\u3048\u308b\u3002** \u62ec\u5f27\u306e\u6570\u5b57\u3092\u6b63\u306e\u6570\u3068\u3057\u3066\u5199\u3059\u3001`Cr` \u306e\u5217\u3092\u81ea\u793e\u306e\u53d7\u53d6\u3068\u8aad\u3080\u3002**\u30d6\u30ed\u30fc\u30ab\u30fc\u306b\u3088\u3063\u3066\u3001\u7cbe\u7b97\u66f8\u304c\u81ea\u793e\u304b\u3089\u898b\u305f\u5411\u304d\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3001\u518d\u4fdd\u967a\u4f1a\u793e\u304b\u3089\u898b\u305f\u5411\u304d\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u304c\u9055\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u30b7\u30a7\u30a2\u3092\u639b\u3051\u5fd8\u308c\u308b\u3002** \u30d6\u30ed\u30fc\u30ab\u30fc\u306e\u7cbe\u7b97\u66f8\u306f\u3001\u7279\u7d04\u5168\u4f53\u306e100\uff05\u306e\u5024\u3068\u3001\u5404\u518d\u4fdd\u967a\u4f1a\u793e\u306e\u30b7\u30a7\u30a2\u5206\u306e\u5024\u3092\u4e26\u3079\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**100\uff05\u306e\u884c\u3092\u5199\u3059\u3068\u3001\u5dee\u7570\u306f\u6570\u500d\u306b\u306a\u3063\u3066\u51fa\u307e\u3059\u3002**\n\n**\uff08c\uff09\u7406\u7531\u63a2\u3057\u304c\u62c5\u5f53\u8005\u3057\u3060\u3044\u3002** \u7d4c\u9a13\u306e\u9577\u3044\u62c5\u5f53\u8005\u306f\u3001\u5dee\u7570\u306e\u91d1\u984d\u3092\u898b\u305f\u3060\u3051\u3067\u300c\u70ba\u66ff\u3060\u300d\u300c\u524d\u306e\u56db\u534a\u671f\u306e\u4fdd\u967a\u91d1\u3060\u300d\u3068\u5f53\u305f\u308a\u3092\u4ed8\u3051\u307e\u3059\u3002**\u3053\u306e\u52d8\u304c\u8868\u306b\u306a\u3063\u3066\u304a\u3089\u305a\u3001\u62c5\u5f53\u304c\u66ff\u308f\u308b\u3068\u540c\u3058\u5dee\u7570\u306e\u7406\u7531\u63a2\u3057\u306b\u534a\u65e5\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u8ee2\u8a18\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u3066\u3001\u7167\u4f1a\u304c\u9045\u308c\u308b\u3002** 3\u756a\u76ee\u306e\u8ee2\u8a18\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u30016\u756a\u76ee\u30687\u756a\u76ee\u306b\u624b\u304c\u56de\u308b\u306e\u304c\u6708\u306e\u5f8c\u534a\u306b\u306a\u308a\u3001**\u7167\u4f1a\u306e\u56de\u7b54\u3092\u5f85\u3064\u3046\u3061\u306b\u6b21\u306e\u6708\u306e\u7cbe\u7b97\u66f8\u304c\u5c4a\u304d\u307e\u3059\u3002**","before_flow_steps":["\u7cbe\u7b97\u66f8\u306ePDF\u3092\u30e1\u30fc\u30eb\u3067\u53d7\u3051\u53d6\u308a\u3001\u51fa\u518d\u5951\u7d04\u3068\u671f\u9593\u3067\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u7cbe\u7b97\u66f8\u306e\u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8\u30fb\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u3092\u8aad\u307f\u3001\u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3092\u958b\u304f","\u4fdd\u967a\u6599\u3001\u624b\u6570\u6599\u3001\u5229\u76ca\u624b\u6570\u6599\u3001\u56de\u53ce\u4fdd\u967a\u91d1\u3001\u9810\u308a\u91d1\u3001\u6b8b\u9ad8\u30921\u884c\u305a\u3064\u7167\u5408\u7528\u306e\u8868\u306b\u5199\u3059","\u8cb8\u501f\u306e\u5411\u304d\u3092\u8aad\u307f\u3001\u793e\u5185\u306e\u7b26\u53f7\u306b\u305d\u308d\u3048\u308b","\u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u898b\u6bd4\u3079\u3001\u5dee\u7570\u3092\u51fa\u3059","\u5dee\u7570\u304c\u3042\u308c\u3070\u3001\u30b7\u30a7\u30a2\u3001\u6599\u7387\u3001\u671f\u9593\u3001\u70ba\u66ff\u3001\u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\u306e\u3069\u308c\u304b\u3092\u9806\u306b\u7591\u3063\u3066\u7406\u7531\u3092\u63a2\u3059","\u7406\u7531\u306e\u5206\u304b\u3089\u306a\u3044\u5dee\u7570\u306f\u3001\u30d6\u30ed\u30fc\u30ab\u30fc\u3084\u518d\u4fdd\u967a\u4f1a\u793e\u306b\u7167\u4f1a\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7cbe\u7b97\u66f8\u306ePDF\u3092\u3001\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u304b\u3089\u81ea\u52d5\u3067\u5165\u308c\u3066\u3082\u3088\u3044\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** OCR\u304c\u7cbe\u7b97\u66f8\u306e\u8868\u3001\u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8\u30fb\u30b7\u30a7\u30a2\u3068\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u53d6\u308a\u51fa\u3057\u3001\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306e\u898f\u5247\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u3001\u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u7167\u5408\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u30b7\u30a7\u30a2\u30fb\u6599\u7387\u30fb\u671f\u9593\u30fb\u70ba\u66ff\u30fb\u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\u306e\u578b\u3067\u691c\u7b97\u3057\u3001\u5f53\u3066\u306f\u307e\u3063\u305f\u578b\u3092\u7406\u7531\u306e\u5019\u88dc\u3068\u3057\u3066\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7406\u7531\u306e\u5019\u88dc\u3092\u8aac\u660e\u3059\u308b\u77ed\u3044\u6587\u3068\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u5dee\u7570\u306e\u3042\u308b\u7cbe\u7b97\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u7406\u7531\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u8cac\u4efb\u8005\u304c\u51e6\u7406\u3092\u6c7a\u3081\u3001\u5fc5\u8981\u306a\u3089\u7167\u4f1a\u3092\u9001\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f120\u901a\u3059\u3079\u3066\u3092\u5199\u3059\u306e\u3067\u306f\u306a\u304f\u3001**\u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u3060\u3051\u3092\u3001\u7406\u7531\u306e\u5019\u88dc\u3068\u753b\u50cf\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u5dee\u7570\u306e\u7121\u3044\u7cbe\u7b97\u66f8\u306f\u3001\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n**6\u756a\u76ee\u306e\u691c\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u30b7\u30a7\u30a2\u3092\u639b\u3051\u308c\u3070\u5408\u3046\u304b\u3001\u6599\u7387\u3092\u5909\u3048\u308c\u3070\u5408\u3046\u304b\u3002**\u3069\u308c\u3082\u8a08\u7b97\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u306e\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u691c\u7b97\u3057\u3001AI\u306b\u306f\u5f53\u3066\u306f\u307e\u3063\u305f\u7d50\u679c\u3092\u6587\u306b\u3055\u305b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7cbe\u7b97\u66f8\u306ePDF\u3092\u3001\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff08\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u304b\u3089\u81ea\u52d5\u3067\u5165\u308c\u3066\u3082\u3088\u3044\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** OCR\u304c\u7cbe\u7b97\u66f8\u306e\u8868\u3001\u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8\u30fb\u30b7\u30a7\u30a2\u3068\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u53d6\u308a\u51fa\u3057\u3001\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306e\u898f\u5247\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u3001\u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u7167\u5408\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u30b7\u30a7\u30a2\u30fb\u6599\u7387\u30fb\u671f\u9593\u30fb\u70ba\u66ff\u30fb\u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\u306e\u578b\u3067\u691c\u7b97\u3057\u3001\u5f53\u3066\u306f\u307e\u3063\u305f\u578b\u3092\u7406\u7531\u306e\u5019\u88dc\u3068\u3057\u3066\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u7406\u7531\u306e\u5019\u88dc\u3092\u8aac\u660e\u3059\u308b\u77ed\u3044\u6587\u3068\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u5dee\u7570\u306e\u3042\u308b\u7cbe\u7b97\u66f8\u3060\u3051\u3092\u958b\u304d\u3001\u7406\u7531\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u8cac\u4efb\u8005\u304c\u51e6\u7406\u3092\u6c7a\u3081\u3001\u5fc5\u8981\u306a\u3089\u7167\u4f1a\u3092\u9001\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\uff08PDF\u3002\u518d\u4fdd\u967a\u4f1a\u793e\u307e\u305f\u306f\u30d6\u30ed\u30fc\u30ab\u30fc\u304b\u3089\u306e\u30e1\u30fc\u30eb\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\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aTABLES\uff0fFORMS\uff0fQUERIES\uff09\n   \u2502   \u660e\u7d30\u306e\u8868\uff08\u30bb\u30eb\u30fb\u5217\u898b\u51fa\u3057\uff09\u3001\u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u660e\u7d30\u306e\u884c\u3092\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u3001\u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3059\n   \u25bc\nPython \u2500\u2500 \u7b26\u53f7\u3092\u4ed8\u3051\u3001\u51fa\u518d\u53f0\u5e33\u3068\u7167\u5408\u3057\u3001\u5dee\u7570\u3092\u578b\u3054\u3068\u306b\u691c\u7b97\u3059\u308b\n   \u2502   \u2460 \u30b7\u30a7\u30a2   \u2461 \u624b\u6570\u6599\u306e\u6599\u7387   \u2462 \u671f\u9593   \u2463 \u70ba\u66ff   \u2464 \u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\n   \u25bc\n\u5224\u5b9a\uff08matched \uff0f explained \uff0f unexplained \uff0f needs_human\uff09\n   \u25bc\nClaude API \u2500\u2500 \u7406\u7531\u306e\u5019\u88dc\u306e\u8aac\u660e\u6587\u3068\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u3010\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u5dee\u7570\u306e\u3042\u308b\u7cbe\u7b97\u66f8\u3092\u78ba\u8a8d\u3011\n   \u2514\u2500\u2500\u25b6 \u8cac\u4efb\u8005\u304c\u51e6\u7406\u3092\u6c7a\u3081\u308b\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\u52d8\u5b9a\u306e\u533a\u5206\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7406\u7531\u306e\u8aac\u660e\u6587\u3068\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u7b26\u53f7\u306e\u4ed8\u4e0e\u3001\u51fa\u518d\u53f0\u5e33\u3068\u306e\u7167\u5408\u3001\u578b\u3054\u3068\u306e\u691c\u7b97\uff09 | \u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u7167\u5408\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u7cbe\u7b97\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**\u51fa\u518d\u53f0\u5e33\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u7cbe\u7b97\u66f8\u306e\u9805\u76ee\u540d\u3068\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306e\u5bfe\u5fdc\u8868**\u3068\u3001**\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306e\u5411\u304d\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u8868**\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u7cbe\u7b97\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u6b27\u5dde\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u304c\u30d5\u30e9\u30f3\u30b9\u8a9e\u3084\u30c9\u30a4\u30c4\u8a9e\u3067\u51fa\u3059\u7cbe\u7b97\u66f8\u3082\u8aad\u3081\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8868\u306e\u8aad\u307f\u53d6\u308a\uff08`TABLES`\uff09\u3067\u3059\u3002** \u7cbe\u7b97\u66f8\u306e\u660e\u7d30\u306f\u3001\u9805\u76ee\u540d\u306e\u5217\u3068\u3001\u901a\u8ca8\u3054\u3068\u30fb\u30b7\u30a7\u30a2\u3054\u3068\u306e\u91d1\u984d\u306e\u5217\u3092\u6301\u3064\u8868\u3067\u3059\u3002**\u8868\u306f\u30bb\u30eb\u3054\u3068\u306b\u884c\u3068\u5217\u306e\u756a\u53f7\u3068\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308a\u3001\u30bb\u30eb\u306b\u306f\u5217\u898b\u51fa\u3057\uff08`COLUMN_HEADER`\uff09\u3084\u5408\u8a08\u306e\u884c\uff08`TABLE_SUMMARY`\uff09\u3068\u3044\u3063\u305f\u7a2e\u985e\u304c\u4ed8\u304d\u307e\u3059\u3002** `100%` \u3068 `Your Share` \u306e\u5217\u898b\u51fa\u3057\u3092\u624b\u304c\u304b\u308a\u306b\u3001\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u306e\u5217\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8\u306f `QUERIES` \u3067\u53d6\u308a\u307e\u3059\u3002** \u8868\u7d19\u306e\u6587\u7ae0\u3084\u898b\u51fa\u3057\u306e\u4e2d\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u30ad\u30fc\u3068\u5024\u306e\u5f62\u306b\u53ce\u307e\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001**\u30d5\u30e9\u30f3\u30b9\u8a9e\u3084\u30c9\u30a4\u30c4\u8a9e\u306e\u7cbe\u7b97\u66f8\u3067\u306f\u8cea\u554f\u3092\u5916\u3057\u3001\u30ad\u30fc\u3068\u5024\u3068\u5168\u6587\u3067\u8aad\u307f\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u7cbe\u7b97\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u518d\u4fdd\u967a\u90e8\u306e\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u308b\u4ed5\u7d44\u307f\u3092\u7f6e\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5148\u982d\u306b\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u307e\u3059\u3002\u30b3\u30fc\u30c9\u304c\u5206\u304b\u3089\u306a\u3044\u7cbe\u7b97\u66f8\u306f\u300c\u672a\u7279\u5b9a\u300d\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u5951\u7d04\u540d\u306e\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u304b\u3089\u5019\u88dc\u3092\u51fa\u3057\u307e\u3059\u3002\n\n**\u5c4a\u3044\u305f\u9806\u306b1\u901a\u305a\u3064\u51e6\u7406\u3057\u307e\u3059\u3002** \u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u7167\u4f1a\u306e\u56de\u7b54\u3092\u5f85\u3064\u6642\u9593\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002**\u5c4a\u3044\u305f\u65e5\u306e\u3046\u3061\u306b\u5dee\u7570\u3068\u7406\u7531\u306e\u5019\u88dc\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u9031\u306e\u3046\u3061\u306b\u7167\u4f1a\u3092\u9001\u308c\u307e\u3059\u3002**\n\n**\u3055\u3089\u306b\u3001\u6708\u306e\u7b2c3\u55b6\u696d\u65e5\u306b\u300c\u307e\u3060\u5c4a\u3044\u3066\u3044\u306a\u3044\u7cbe\u7b97\u66f8\u300d\u306e\u4e00\u89a7\u3092\u51fa\u3057\u307e\u3059\u3002** \u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3054\u3068\u306e\u7cbe\u7b97\u306e\u5468\u671f\u304b\u3089\u3001\u4eca\u6708\u5c4a\u304f\u306f\u305a\u306e\u7cbe\u7b97\u66f8\u3092\u6570\u3048\u3001\u5c4a\u3044\u305f\u5206\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u518d\u4fdd\u967a\u7cbe\u7b97\u66f8 | PDF\u3002\u5951\u7d04\u540d\u3001\u671f\u9593\u3001\u901a\u8ca8\u3001\u30b7\u30a7\u30a2\u3001\u660e\u7d30\u306e\u8868\u3001\u6b8b\u9ad8\u3001\u5411\u304d\u306e\u8868\u793a | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8868\u3068\u30bb\u30eb\u3001\u5217\u898b\u51fa\u3057\u3001\u5408\u8a08\u306e\u884c\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u51fa\u518d\u53f0\u5e33 | \u5951\u7d04\u3054\u3068\u306e\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u3001\u624b\u6570\u6599\u306e\u6599\u7387\u3001\u671f\u9593\u3054\u3068\u306e\u51fa\u518d\u4fdd\u967a\u6599\u3001\u56de\u53ce\u4fdd\u967a\u91d1\u306e\u660e\u7d30\u3001\u8a08\u4e0a\u306e\u70ba\u66ff\u30ec\u30fc\u30c8 | \u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u51fa\u529b |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868 | \u7cbe\u7b97\u66f8\u306e\u9805\u76ee\u540d\u306e\u66f8\u304d\u65b9\u3068\u3001\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306e\u5bfe\u5fdc | \u518d\u4fdd\u967a\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u5411\u304d\u306e\u898f\u5247\u8868 | \u30d6\u30ed\u30fc\u30ab\u30fc\u30fb\u518d\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306b\u3001\u7cbe\u7b97\u66f8\u304c\u3069\u3061\u3089\u304b\u3089\u898b\u305f\u5411\u304d\u3067\u66f8\u304b\u308c\u308b\u304b\u3001\u62ec\u5f27\u3084 `Dr`\uff0f`Cr` \u306e\u610f\u5473 | \u518d\u4fdd\u967a\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5411\u304d\u306e\u898f\u5247\u8868\u3067\u3059\u3002** \u540c\u3058 `Cr` \u3067\u3082\u3001\u81ea\u793e\u304b\u3089\u898b\u305f\u8cb8\u65b9\u304b\u3001\u76f8\u624b\u304b\u3089\u898b\u305f\u8cb8\u65b9\u304b\u3067\u610f\u5473\u304c\u9006\u306b\u306a\u308a\u307e\u3059\u3002**\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b\u306e\u7cbe\u7b97\u66f8\u306f\u3001\u7b26\u53f7\u3092\u4ed8\u3051\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3082\u540c\u3058\u304f\u3089\u3044\u5927\u4e8b\u3067\u3059\u3002** `Commission` \u3068 `Profit Commission` \u3068 `Brokerage` \u306f\u5225\u306e\u9805\u76ee\u3067\u3001\u5bc4\u305b\u308b\u3068\u624b\u6570\u6599\u306e\u6599\u7387\u306e\u691c\u7b97\u304c\u6210\u308a\u7acb\u3061\u307e\u305b\u3093\u3002**\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u4f7f\u3044\u3001\u7121\u3044\u3082\u306e\u306f `unmapped` \u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\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` | `TABLES`\u3001`FORMS`\u3001`QUERIES`\uff08\u82f1\u8a9e\u306e\u3068\u304d\uff09 | \u660e\u7d30\u306e\u8868\u3001\u8868\u7d19\u306e\u30ad\u30fc\u3068\u5024\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u5951\u7d04\u540d\u3068\u671f\u9593 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u5951\u7d04\u540d\u3084\u671f\u9593\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u7cbe\u7b97\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u5951\u7d04\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `TREATY_NAME` | What is the name of the treaty or contract? |\n| `PERIOD` | Which accounting period does this statement cover? |\n| `CURRENCY` | In which currency is this statement? |\n| `OUR_SHARE` | What is the reinsurer's share or participation? |\n| `BALANCE` | What is the balance of this statement? |\n| `BALANCE_DIRECTION` | In whose favour is the balance? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u671f\u9593\u304c\u7a7a\u306a\u3089\u3001\u8868\u984c\u3084\u5168\u6587\u304b\u3089 `Quarter`\u3001`Period`\u3001`Month` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u307e\u3059\u3002**\u671f\u9593\u3092\u53d7\u3051\u53d6\u3063\u305f\u6708\u3067\u57cb\u3081\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u305a\u308c\u306f\u5dee\u7570\u306e\u7406\u7531\u306e\u578b\u306e1\u3064\u3067\u3001\u57cb\u3081\u308b\u3068\u305d\u306e\u578b\u304c\u691c\u7b97\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u660e\u7d30\u306e\u8868\u306f\u3001\u30bb\u30eb\u306e\u884c\u3068\u5217\u306e\u756a\u53f7\u3067\u7d44\u307f\u7acb\u3066\u76f4\u3057\u307e\u3059\u3002** \u5217\u898b\u51fa\u3057\u304b\u3089 `100%` \u306e\u5217\u3068\u81ea\u793e\u306e\u30b7\u30a7\u30a2\u306e\u5217\u3001`Debit` \u3068 `Credit` \u306e\u5217\u3092\u6c7a\u3081\u3001**\u884c\u3054\u3068\u306b\u300c\u9805\u76ee\u540d\u30fb100\uff05\u306e\u5024\u30fb\u30b7\u30a7\u30a2\u306e\u5024\u30fb\u5411\u304d\u300d\u306e\u7d44\u306b\u3057\u307e\u3059\u3002** \u5408\u8a08\u306e\u884c\u306e\u7a2e\u985e\u304c\u4ed8\u3044\u305f\u30bb\u30eb\u306f\u3001\u660e\u7d30\u3068\u5206\u3051\u3066\u6b8b\u9ad8\u306e\u7167\u5408\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u307e\u3059\u3002**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u3001\u5225\u30da\u30fc\u30b8\u306e\u660e\u7d30\u304c\u629c\u3051\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n\u51fa\u518d\u53f0\u5e33\u306f\u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089CSV\u3067\u51fa\u3057\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002**\u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\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\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\u76f8\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u30b9\u30ad\u30e3\u30f3\u306e\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u306f\u6700\u5c0f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002**\u660e\u7d30\u306e\u5c0f\u3055\u306a\u6570\u5b57\u306f\u3001\u30d5\u30a1\u30af\u30b9\u3084\u30b9\u30ad\u30e3\u30f3\u306e\u7cbe\u7b97\u66f8\u3067\u4e0b\u56de\u308a\u3084\u3059\u3044\u7b87\u6240\u3067\u3059**\n5. **\u5951\u7d04\u306e\u7279\u5b9a** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30b3\u30fc\u30c9\u3067\u51fa\u518d\u53f0\u5e33\u306e\u5951\u7d04\u3092\u5f15\u304d\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3068\u5411\u304d\u306e\u898f\u5247\u8868\u3092\u9078\u3073\u307e\u3059\n6. **\u540c\u3058\u7cbe\u7b97\u66f8\u306e\u518d\u9001\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5951\u7d04\u30fb\u671f\u9593\u30fb\u6b8b\u9ad8\u306e\u3082\u306e\u304c\u3059\u3067\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\u6b8b\u9ad8\u304c\u9055\u3048\u3070\u8a02\u6b63\u7248\u3068\u3057\u3066\u6271\u3044\u3001\u524d\u306e\u7248\u3068\u4e26\u3079\u307e\u3059**\n\n**6\u756a\u76ee\u306e\u8a02\u6b63\u7248\u306e\u6271\u3044\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u7cbe\u7b97\u66f8\u306f\u8a02\u6b63\u3055\u308c\u3066\u518d\u9001\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u524d\u306e\u7248\u306e\u5dee\u7570\u306e\u7406\u7531\u304c\u3001\u8a02\u6b63\u7248\u3067\u6d88\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u660e\u7d30\u306e\u5404\u884c\u3092\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u3001\u91d1\u984d\u3068\u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7b26\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068\u3001\u7167\u5408\u3068\u691c\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5951\u7d04\u540d\u30fb\u671f\u9593\u30fb\u901a\u8ca8 | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u306f\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u306b\u5206\u3051\u3089\u308c\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u81ea\u793e\u306e\u30b7\u30a7\u30a2 | \u539f\u6587\u306e\u5024\uff08`%` \u3084\u5c0f\u6570\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u660e\u7d30\u306e\u9805\u76ee | \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u793e\u5185\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b | \u8868\u306b\u7121\u3051\u308c\u3070 `unmapped` |\n| \u91d1\u984d | 100\uff05\u306e\u5024\u3068\u30b7\u30a7\u30a2\u306e\u5024\u3092\u5206\u3051\u3066\u3001\u6570\u5b57\u306e\u6587\u5b57\u5217\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5411\u304d\u306e\u66f8\u304d\u65b9 | `Dr`\uff0f`Cr` \u306e\u5217\u3001\u62ec\u5f27\u3001`due to you`\uff0f`due to us` \u306a\u3069\u3092\u539f\u6587\u306e\u307e\u307e | \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u6b8b\u9ad8 | \u91d1\u984d\u3068\u5411\u304d\u306e\u66f8\u304d\u65b9 | \u5408\u8a08\u306e\u884c\u304c\u7121\u3051\u308c\u3070 `missing` |\n\n**\u5411\u304d\u306f\u3001\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3055\u305b\u308b\u3060\u3051\u3067\u3059\u3002** \u62ec\u5f27\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3001\u3069\u306e\u5217\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u8868\u7d19\u306b\u3069\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002**\u305d\u308c\u3092\u6b63\u306e\u6570\u304b\u8ca0\u306e\u6570\u304b\u306b\u76f4\u3059\u306e\u306f\u3001\u898f\u5247\u8868\u3092\u6301\u3064 Python \u3067\u3059\u3002** AI\u306b\u7b26\u53f7\u307e\u3067\u4ed8\u3051\u3055\u305b\u308b\u3068\u3001\u7cbe\u7b97\u66f8\u304c\u3069\u3061\u3089\u304b\u3089\u898b\u305f\u5411\u304d\u304b\u3092\u63a8\u6e2c\u3067\u6c7a\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**100\uff05\u306e\u5024\u3068\u30b7\u30a7\u30a2\u306e\u5024\u3092\u5206\u3051\u308b\u306e\u3082\u3001\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u305a `ambiguous` \u306b\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7b26\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068 | \u5411\u304d\u306e\u898f\u5247\u306f\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306b\u9055\u3044\u3001Python \u304c\u898f\u5247\u8868\u3067\u4ed8\u3051\u308b |\n| \u51fa\u518d\u53f0\u5e33\u3068\u306e\u7167\u5408\u3068\u5dee\u7570\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u6c7a\u307e\u308b\u8a08\u7b97\u3002Python \u304c\u884c\u3046 |\n| \u5dee\u7570\u306e\u7406\u7531\u3092\u8003\u3048\u308b\u3053\u3068 | \u578b\u3054\u3068\u306e\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u5019\u88dc\u306b\u3059\u308b |\n| \u30b7\u30a7\u30a2\u306e\u5024\u3092100\uff05\u304b\u3089\u8a08\u7b97\u3059\u308b\u3053\u3068 | \u8a08\u7b97\u3067\u57cb\u3081\u308b\u3068\u3001\u30b7\u30a7\u30a2\u306e\u9055\u3044\u3068\u3044\u3046\u5dee\u7570\u304c\u6d88\u3048\u308b |\n| \u671f\u9593\u306e\u88dc\u5b8c | \u671f\u9593\u306e\u305a\u308c\u3068\u3044\u3046\u5dee\u7570\u304c\u6d88\u3048\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5dee\u7570\u306e\u91d1\u984d\u3092\u898b\u305b\u3066\u300c\u7406\u7531\u3092\u8003\u3048\u3066\u300d\u3068\u983c\u3080\u3068\u3001\u70ba\u66ff\u3084\u671f\u9593\u306e\u305d\u308c\u3089\u3057\u3044\u7406\u7531\u3092\u66f8\u3044\u3066\u304d\u307e\u3059\u3002**\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u3066\u3044\u306a\u3044\u7406\u7531\u304c1\u884c\u3042\u308b\u3068\u3001\u62c5\u5f53\u8005\u306f\u305d\u308c\u3092\u4fe1\u3058\u3066\u7167\u4f1a\u3092\u3057\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u306e\u518d\u4fdd\u967a\u90e8\u3067\u3001\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u30fb\u30d6\u30ed\u30fc\u30ab\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u518d\u4fdd\u967a\u7cbe\u7b97\u66f8\u3092\u3001\u7167\u5408\u7528\u306e\u884c\u306b\u305d\u308d\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\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\u3059\u9805\u76ee\u3011\nheader\uff1atreaty_name_raw\u3001period_raw\u3001period_start\u3001period_end\u3001currency\u3001\n        our_share_raw\u3001balance_raw\u3001balance_direction_raw\nlines\uff1a\u660e\u7d30\u306e\u5404\u884c\u306b\u3064\u3044\u3066\u3001\u6b21\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  item_raw\uff08\u539f\u6587\u306e\u9805\u76ee\u540d\uff09\u3001account_code\uff08\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u793e\u5185\u306e\u533a\u5206\uff09\u3001\n  amount_100_raw\u3001amount_share_raw\u3001direction_raw\uff08Dr \/ Cr \/ parentheses \/\n  minus \/ none \u3068\u3001\u305d\u306e\u539f\u6587\uff09\u3001status\u3001source\uff08\u30da\u30fc\u30b8\u3068\u8868\u306e\u884c\u30fb\u5217\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u7b26\u53f7\u3092\u4ed8\u3051\u305f\u308a\u3001\n  \u62ec\u5f27\u3092\u5916\u3057\u3066\u6b63\u306e\u6570\u306b\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5411\u304d\u306f direction_raw \u306b\u66f8\u304d\u65b9\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u3069\u3061\u3089\u304c\u652f\u6255\u3046\u304b\u3092\u89e3\u91c8\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 100%\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\u3092\u533a\u5225\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u3069\u3061\u3089\u306b\u3082\u5165\u308c\u305a\n  status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b7\u30a7\u30a2\u306e\u5024\u304c\u7121\u3044\u3068\u304d\u306b\u3001100%\u306e\u5024\u3068\u30b7\u30a7\u30a2\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- account_code \u306f\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u66f8\u304d\u65b9\u306e\u3068\u304d\u3060\u3051\u5165\u308c\u3001\n  \u7121\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066 status \u3092 unmapped \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9593\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u3084\u305d\u306e\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_tables_forms_queries}\n\u3010\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3011{item_alias_table}\n```\n\n**\u300c\u62ec\u5f27\u3092\u5916\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5916\u3057\u307e\u3059\u3002** `(12,345.00)` \u3092 `12345.00` \u3068\u3057\u3066\u8fd4\u3057\u3001**\u8ca0\u306e\u6570\u3060\u3063\u305f\u3068\u3044\u3046\u60c5\u5831\u304c\u305d\u306e\u5834\u3067\u6d88\u3048\u307e\u3059\u3002** \u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u6b8b\u3057\u3066\u304a\u3051\u3070\u3001\u898f\u5247\u8868\u3067\u4f55\u5ea6\u3067\u3082\u8aad\u307f\u76f4\u305b\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"treaty_code\": \"\",\n  \"header\": { \"treaty_name_raw\": \"\", \"period_raw\": \"Q2 2026\", \"currency\": \"USD\",\n              \"our_share_raw\": \"15%\", \"balance_raw\": \"48,210.55\", \"balance_direction_raw\": \"Balance due to you\" },\n  \"lines\": [\n    { \"item_raw\": \"Premium\", \"account_code\": \"PREM\", \"amount_100_raw\": \"1,250,000.00\",\n      \"amount_share_raw\": \"187,500.00\", \"direction_raw\": \"Cr\", \"status\": \"ok\", \"source\": \"p2:T1:R4\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7b26\u53f7\u3068\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u898f\u5247\u8868\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u3001\u51fa\u518d\u53f0\u5e33\u306e\u540c\u3058\u671f\u9593\u306e\u5024\u3068\u9805\u76ee\u3054\u3068\u306b\u7167\u5408\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u5dee\u7570\u306e\u578b\u3054\u3068\u306e\u691c\u7b97\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u5dee\u7570\u306e\u3042\u308b\u9805\u76ee\u306b\u3064\u3044\u3066\u3001Python \u304c\u9806\u306b\u6b21\u306e\u691c\u7b97\u3092\u884c\u3044\u3001\u5f53\u3066\u306f\u307e\u3063\u305f\u578b\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u578b | \u691c\u7b97\u306e\u5185\u5bb9 |\n|:--|:--|\n| `share` | \u53f0\u5e33\u306e\u30b7\u30a7\u30a2\u306e\u4ee3\u308f\u308a\u306b\u7cbe\u7b97\u66f8\u306e\u30b7\u30a7\u30a2\u3092\u639b\u3051\u308b\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `commission_rate` | \u53f0\u5e33\u306e\u6599\u7387\u306e\u4ee3\u308f\u308a\u306b\u3001\u7cbe\u7b97\u66f8\u306e\u624b\u6570\u6599\u00f7\u4fdd\u967a\u6599\u306e\u6599\u7387\u3092\u4f7f\u3046\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `period` | \u524d\u5f8c\u306e\u671f\u9593\u306e\u53f0\u5e33\u306e\u5024\u3068\u4e00\u81f4\u3059\u308b\u304b |\n| `fx` | \u53f0\u5e33\u306e\u8a08\u4e0a\u30ec\u30fc\u30c8\u3068\u5225\u306e\u65e5\u306e\u30ec\u30fc\u30c8\u306e\u9055\u3044\u3067\u8aac\u660e\u3067\u304d\u308b\u7bc4\u56f2\u304b |\n| `unbooked_claim` | \u53f0\u5e33\u306b\u7121\u3044\u4fdd\u967a\u91d1\u306e\u884c\u304c\u7cbe\u7b97\u66f8\u306b\u3042\u308a\u3001\u305d\u306e\u91d1\u984d\u3067\u5dee\u7570\u304c\u57cb\u307e\u308b\u304b |\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `matched` | \u8a31\u5bb9\u306e\u7bc4\u56f2\u5185\u3067\u4e00\u81f4 |\n| `explained` | \u5dee\u7570\u304c\u3042\u308a\u3001\u4e0a\u306e\u578b\u306e\u3069\u308c\u304b\u3067\u8aac\u660e\u3067\u304d\u308b |\n| `unexplained` | \u5dee\u7570\u304c\u3042\u308a\u3001\u3069\u306e\u578b\u306b\u3082\u5f53\u3066\u306f\u307e\u3089\u306a\u3044 |\n| `needs_human` | `ambiguous`\u3001`unreadable`\u3001`unmapped` \u304c\u3042\u308b\u3001\u307e\u305f\u306f\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b |\n\n**3\u3064\u76ee\u306f\u3001\u7406\u7531\u306e\u8aac\u660e\u6587\u306e\u6750\u6599\u304c\u691c\u7b97\u306e\u7d50\u679c\u3060\u3051\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002** AI\u304c\u8aac\u660e\u6587\u3092\u66f8\u304f\u306e\u306f\u3001`explained` \u306e\u578b\u3068\u691c\u7b97\u306e\u6570\u5b57\u3092\u6e21\u3055\u308c\u305f\u3068\u304d\u3060\u3051\u3067\u3001**\u578b\u306e\u7121\u3044\u5dee\u7570\u306b\u3064\u3044\u3066\u306f\u4f55\u3082\u66f8\u304b\u305b\u307e\u305b\u3093\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 | \u7cbe\u7b97\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u660e\u7d30\u306e\u5bfe\u5fdc\u4ed8\u3051\u3001\u7406\u7531\u306e\u8aac\u660e\u6587\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u518d\u53f0\u5e33 | \u518d\u4fdd\u967a\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u306eCSV\u51fa\u529b | \u5951\u7d04\u3054\u3068\u306e\u30b7\u30a7\u30a2\u3001\u6599\u7387\u3001\u671f\u9593\u3054\u3068\u306e\u5024\u3092\u8aad\u3080 |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u7cbe\u7b97\u66f8\u3054\u3068\u30fb\u9805\u76ee\u3054\u3068\u306e\u5370\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u51fa\u518d\u53f0\u5e33\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5dee\u7570\u306e\u51e6\u7406\u3068\u8a08\u4e0a\u306f\u3001\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u3066\u304b\u3089\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u7167\u4f1a\u3082\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u7167\u4f1a\u306e\u82f1\u6587\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`matched` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u7cbe\u7b97\u66f8\u3067\u3059\u3002** `matched` \u306e\u7cbe\u7b97\u66f8\u306f\u3001\u6b8b\u9ad8\u3068\u671f\u9593\u3092\u4e26\u3079\u305f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u5411\u304d\u306e\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b\u306a\u3089\u898f\u5247\u30921\u884c\u8db3\u3057\u3001`unmapped` \u306a\u3089\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n2. **`explained` \u306e\u691c\u7b97\u3092\u78ba\u304b\u3081\u308b** \u2026 \u578b\u3068\u691c\u7b97\u306e\u6570\u5b57\u3092\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001**\u305d\u306e\u578b\u3067\u672c\u5f53\u306b\u8aac\u660e\u304c\u3064\u304f\u304b\u3092\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u307e\u3059**\n3. **`unexplained` \u3092\u8cac\u4efb\u8005\u306b\u4e0a\u3052\u308b** \u2026 \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3001\u9001\u308b\u304b\u3092\u6c7a\u3081\u3066\u3082\u3089\u3044\u307e\u3059\n4. **\u51e6\u7406\u3092\u6c7a\u3081\u305f\u7d50\u679c\u3092\u6b8b\u3059** \u2026 \u3069\u306e\u5dee\u7570\u3092\u3001\u3069\u3046\u51e6\u7406\u3057\u305f\u304b\u3092\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u306b\u66f8\u304d\u307e\u3059\n\n**2\u756a\u76ee\u3092\u6d41\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u578b\u304c\u5f53\u3066\u306f\u307e\u3063\u3066\u3082\u3001\u305d\u308c\u304c\u672c\u5f53\u306e\u7406\u7531\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u30b7\u30a7\u30a2\u3067\u8aac\u660e\u3067\u304d\u308b\u5dee\u7570\u304c\u3001\u5b9f\u306f\u53f0\u5e33\u306e\u30b7\u30a7\u30a2\u306e\u5165\u529b\u306e\u8aa4\u308a\u3060\u3063\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u76f8\u624b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u7cbe\u7b97\u66f8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u306e\u7cbe\u7b97\u66f8 | \u8cea\u554f\u3092\u5916\u3057\u3001\u8868\u3068\u30ad\u30fc\u3068\u5024\u3068\u5168\u6587\u3067\u8aad\u3080 |\n| 100\uff05\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\u304c\u533a\u5225\u3067\u304d\u306a\u3044 | `ambiguous` \u306b\u3057\u3066\u4eba\u3078 |\n| \u5411\u304d\u306e\u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b | \u7b26\u53f7\u3092\u4ed8\u3051\u305a\u306b\u4eba\u3078\u3002\u62c5\u5f53\u8005\u304c\u898f\u5247\u3092\u8db3\u3059 |\n| \u8a02\u6b63\u7248\u306e\u518d\u9001 | \u524d\u306e\u7248\u3068\u4e26\u3079\u3001\u5dee\u7570\u306e\u7406\u7531\u304c\u5909\u308f\u3063\u305f\u304b\u3092\u793a\u3059 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n| \u5c4a\u304f\u306f\u305a\u306e\u7cbe\u7b97\u66f8\u304c\u5c4a\u304b\u306a\u3044 | \u7b2c3\u55b6\u696d\u65e5\u306e\u4e00\u89a7\u3067\u62c5\u5f53\u8005\u304c\u50ac\u4fc3\u3059\u308b |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u76f8\u624b\u30921\u793e\u8db3\u3059\u305f\u3073\u306b\u51fa\u307e\u3059\u3002** \u898f\u5247\u30921\u884c\u8db3\u305b\u3070\u6b21\u304b\u3089\u306f\u81ea\u52d5\u3067\u7b26\u53f7\u304c\u4ed8\u304f\u306e\u3067\u3001**\u6700\u521d\u306e\u6570\u304b\u6708\u3067\u898f\u5247\u8868\u3092\u80b2\u3066\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u3044\u3061\u3070\u3093\u306e\u4ed5\u4e8b\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u7cbe\u7b97\u66f8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u51fa\u518d\u5951\u7d04\u306e\u30b3\u30fc\u30c9\u3001\u8a02\u6b63\u7248\u304b\u3069\u3046\u304b\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u660e\u7d30\u306e\u5168\u884c\u306e\u539f\u6587\u3068\u5bfe\u5fdc\u4ed8\u3051\uff09\n- Python \u306e\u7167\u5408\u3068\u691c\u7b97\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5411\u304d\u306e\u898f\u5247\u8868\u30fb\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u30fb\u51fa\u518d\u53f0\u5e33\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u578b\u3084\u5370\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u5224\u65ad\u3057\u305f\u304b\n- \u7167\u4f1a\u3068\u56de\u7b54\u3001\u51e6\u7406\u306e\u6c7a\u5b9a\u3068\u305d\u306e\u7406\u7531\n\n**\u898f\u5247\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u898f\u5247\u3092\u76f4\u3059\u3068\u904e\u53bb\u306e\u7b26\u53f7\u306e\u610f\u5473\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u306e\u898f\u5247\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u524d\u306e\u56db\u534a\u671f\u306e\u5dee\u7570\u304c\u306a\u305c\u305d\u306e\u5411\u304d\u3067\u51fa\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u7cbe\u7b97\u66f8\u304b\u308915\u901a\u3092\u9078\u3076\uff08**\u62ec\u5f27\u3067\u8ca0\u306e\u6570\u3092\u66f8\u304f\u3082\u306e\u3001100\uff05\u3068\u30b7\u30a7\u30a2\u306e\u5217\u304c\u4e26\u3076\u3082\u306e\u3001\u5dee\u7570\u306e\u7406\u7531\u304c\u5206\u304b\u3063\u3066\u3044\u308b\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u901a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u660e\u7d30\u306e\u5404\u884c\u306b\u3064\u3044\u3066\u3001\u9805\u76ee\u540d\u3001100\uff05\u306e\u91d1\u984d\u3001\u30b7\u30a7\u30a2\u306e\u91d1\u984d\u3001\u8cb8\u501f\u306e\u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u62ec\u5f27\u3084\u7b26\u53f7\u3092\u5916\u3055\u305a\u3001\u3069\u3061\u3089\u304c\u652f\u6255\u3046\u304b\u306f\u89e3\u91c8\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5f53\u6642\u306e\u7167\u5408\u7528\u306e\u8868\u3068\u898b\u6bd4\u3079\u308b\n4. \u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u3001\u76f8\u624b\u3054\u3068\u306b\u624b\u3067\u898f\u5247\u306b\u76f4\u3057\u3066\u307f\u308b\n\n**15\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u62ec\u5f27\u3092\u5916\u3055\u306a\u3044\u304b\u3001100\uff05\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\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| \u5411\u304d\u306e\u66f8\u304d\u65b9\u3068\u5217\u3092\u6b63\u3057\u304f\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u62ec\u5f27\u3092\u5916\u3057\u305f\u3001\u7b26\u53f7\u3092\u4ed8\u3051\u305f | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| 100\uff05\u306e\u5217\u3092\u30b7\u30a7\u30a2\u306e\u5217\u3068\u3057\u3066\u53d6\u308a\u51fa\u3057\u305f | \u5217\u898b\u51fa\u3057\u306e\u6271\u3044\u3092\u6307\u793a\u3067\u76f4\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**4\u756a\u76ee\u306e\u4f5c\u696d\u3067\u3001\u5411\u304d\u306e\u898f\u5247\u8868\u306e\u6700\u521d\u306e\u7248\u304c\u3067\u304d\u307e\u3059\u3002** 15\u901a\u306b\u51fa\u3066\u304f\u308b\u76f8\u624b\u306e\u6570\u3060\u3051\u898f\u5247\u304c\u8981\u308a\u3001**\u3053\u306e\u8868\u304c\u7b2c7\u7ae0\u306e\u7b26\u53f7\u306e\u4ed8\u4e0e\u306e\u571f\u53f0\u306b\u306a\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u7cbe\u7b97\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u660e\u7d30\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u660e\u7d30\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\u898f\u5247\u8868\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u3066\u51fa\u518d\u53f0\u5e33\u3068\u7167\u5408\u3057\u3001\u578b\u3054\u3068\u306b\u691c\u7b97\u3059\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u7167\u5408\u3001\u7406\u7531\u306e\u5019\u88dc\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d","full_setup":"\u4e0a\u8a18\uff0b\u672a\u7740\u306e\u7cbe\u7b97\u66f8\u306e\u50ac\u4fc3\u3001\u8a02\u6b63\u7248\u306e\u5dee\u5206\u306e\u81ea\u52d5\u306e\u63d0\u793a\u3001\u76f8\u624b\u3054\u3068\u306e\u5dee\u7570\u306e\u50be\u5411\u306e\u96c6\u8a08 \uff0f \u7cbe\u7b97\u66f8\u306e\u53d7\u9818\u304b\u3089\u76f8\u624b\u3054\u3068\u306e\u7ba1\u7406\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8ee2\u8a18\u3068\u7167\u5408\u3068\u691c\u7b97\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u5dee\u7570\u306e\u3042\u308b\u7cbe\u7b97\u66f8\u3092\u78ba\u304b\u3081\u3066\u8cac\u4efb\u8005\u306b\u4e0a\u3052\u307e\u3059\u3002**1\u4ef640\u5206\u304c14\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u76f8\u624b\u306e\u5074\u306e\u7ba1\u7406\u3067\u3059\u3002** \u5dee\u7570\u306e\u591a\u3044\u76f8\u624b\u3001`unexplained` \u304c\u7d9a\u304f\u76f8\u624b\u3092\u96c6\u8a08\u3057\u3001**\u7cbe\u7b97\u306e\u624b\u9806\u3092\u76f8\u624b\u3068\u898b\u76f4\u3059\u6750\u6599**\u306b\u3057\u307e\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30922\u301c3\u304b\u6708\u56de\u3059\u3068\u3001\u898f\u5247\u8868\u3068\u5bfe\u5fdc\u8868\u304c\u51fa\u305d\u308d\u3044\u3001`needs_human` \u304c\u6e1b\u308a\u307e\u3059\u3002**\u305d\u3053\u307e\u3067\u6765\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u50ac\u4fc3\u3084\u5dee\u5206\u306e\u63d0\u793a\u306e\u7a7a\u632f\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u62ec\u5f27\u3092\u5916\u3057\u3066\u6b63\u306e\u6570\u306b\u3059\u308b | **\u5411\u304d\u306e\u66f8\u304d\u65b9\u3092\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3055\u305b\u3001\u7b26\u53f7\u306f\u898f\u5247\u8868\u3067\u4ed8\u3051\u308b** |\n| \u7cbe\u7b97\u66f8\u306e\u5411\u304d\u3092\u81ea\u793e\u304b\u3089\u898b\u305f\u3082\u306e\u3068\u6c7a\u3081\u3064\u3051\u308b | \u76f8\u624b\u3054\u3068\u306e\u898f\u5247\u8868\u3092\u6301\u3061\u3001\u7121\u3044\u76f8\u624b\u306f\u4eba\u3078 |\n| 100\uff05\u306e\u5217\u3092\u30b7\u30a7\u30a2\u306e\u5024\u3068\u3057\u3066\u7167\u5408\u3059\u308b | \u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3057\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| AI\u304c\u5dee\u7570\u306e\u7406\u7531\u3092\u4f5c\u308b | \u578b\u3054\u3068\u306e\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u5019\u88dc\u306b\u3059\u308b |\n| \u671f\u9593\u3092\u53d7\u3051\u53d6\u3063\u305f\u6708\u3067\u57cb\u3081\u308b | \u671f\u9593\u306e\u88dc\u5b8c\u3092\u7981\u3058\u3001`missing` \u3067\u4eba\u3078 |\n| `Commission` \u3068 `Brokerage` \u3092\u5bc4\u305b\u308b | \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u4f7f\u3046 |\n| \u8a02\u6b63\u7248\u3067\u524d\u306e\u7248\u306e\u7167\u5408\u304c\u6b8b\u308b | \u540c\u3058\u5951\u7d04\u30fb\u671f\u9593\u3067\u6b8b\u9ad8\u304c\u9055\u3048\u3070\u8a02\u6b63\u7248\u3068\u3057\u3066\u4e26\u3079\u308b |\n| \u898f\u5247\u8868\u306b\u7121\u3044\u76f8\u624b\u3067\u6b62\u307e\u308b | \u62c5\u5f53\u8005\u304c1\u884c\u8db3\u305b\u3070\u6b21\u304b\u3089\u81ea\u52d5\u306b\u306a\u308b |\n| \u4e2d\u56fd\u8a9e\u306e\u7cbe\u7b97\u66f8\u3092\u8aad\u307e\u305b\u3066\u5931\u6557\u3059\u308b | 6\u8a00\u8a9e\u4ee5\u5916\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u306a\u3044 |\n| \u7167\u4f1a\u304c\u81ea\u52d5\u3067\u98db\u3076 | \u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u8cb8\u501f\u306e\u5411\u304d\u306e\u8aa4\u308a\u3067\u3001**\u5411\u304d\u30921\u3064\u8aad\u307f\u9055\u3048\u308b\u3068\u3001\u5dee\u7570\u304c2\u500d\u306b\u306a\u3063\u3066\u51fa\u308b\u304b\u3001\u6d88\u3048\u307e\u3059\u3002** \u539f\u6587\u306e\u66f8\u304d\u65b9\u3092\u6b8b\u3057\u3001\u898f\u5247\u8868\u3067\u7b26\u53f7\u3092\u4ed8\u3051\u308b\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u51fa\u518d\u5951\u7d04\u306e\u540d\u79f0\u3068\u6761\u4ef6\u3001\u518d\u4fdd\u967a\u4f1a\u793e\u3054\u3068\u306e\u30b7\u30a7\u30a2\u3001\u4fdd\u967a\u6599\u3068\u624b\u6570\u6599\u3001\u56de\u53ce\u4fdd\u967a\u91d1\u306e\u660e\u7d30\u3001\u305d\u3057\u3066**\u4fdd\u967a\u91d1\u306e\u660e\u7d30\u306b\u542b\u307e\u308c\u308b\u4fdd\u967a\u5951\u7d04\u8005\u3084\u4e8b\u6545\u306e\u60c5\u5831**\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u5bfe\u5fdc\u4ed8\u3051\u306b\u5fc5\u8981\u306a\u3082\u306e\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3067\u3059\u3002**\u51fa\u518d\u53f0\u5e33\u306e\u5024\u3001\u624b\u6570\u6599\u306e\u6599\u7387\u3001\u4ed6\u306e\u5951\u7d04\u306e\u60c5\u5831\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u4fdd\u967a\u91d1\u306e\u660e\u7d30\u306e\u500b\u4eba\u306e\u60c5\u5831\u306b\u6c17\u3092\u3064\u3051\u308b** \u2026 \u660e\u7d30\u306b\u4fdd\u967a\u5951\u7d04\u8005\u3084\u88ab\u5bb3\u8005\u306e\u540d\u524d\u304c\u8f09\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u7167\u5408\u306b\u8981\u308b\u306e\u306f\u91d1\u984d\u3068\u4e8b\u6545\u756a\u53f7\u306a\u306e\u3067\u3001\u540d\u524d\u306e\u5217\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u5916\u3057\u3066\u304b\u3089\u6e21\u3059\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059**\n3. **\u5dee\u7570\u306e\u51e6\u7406\u3092\u5224\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u7167\u5408\u306e\u5370\u3068\u7406\u7531\u306e\u5019\u88dc\u307e\u3067\u3067\u3001**\u8a08\u4e0a\u306e\u6642\u671f\u3001\u52d8\u5b9a\u79d1\u76ee\u3001\u7cbe\u7b97\u306e\u5408\u610f\u306f\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u7167\u4f1a\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3001**\u62c5\u5f53\u8005\u304c\u9001\u308a\u307e\u3059\u3002** \u76f8\u624b\u3068\u306e\u7cbe\u7b97\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308a\u307e\u3059\n5. **\u898f\u5247\u8868\u3068\u5bfe\u5fdc\u8868\u3092\u66f8\u304d\u63db\u3048\u308b\u6a29\u9650\u3092\u9650\u308b** \u2026 1\u884c\u306e\u5909\u66f4\u304c\u3001\u305d\u306e\u76f8\u624b\u306e\u3059\u3079\u3066\u306e\u7b26\u53f7\u3092\u5909\u3048\u307e\u3059\u3002**\u5909\u66f4\u306f\u8cac\u4efb\u8005\u306e\u78ba\u8a8d\u3092\u7d4c\u3066\u3001\u7248\u3092\u6b8b\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u5411\u304d\u3084\u8aa4\u3063\u305f\u7406\u7531\u306e\u307e\u307e\u7cbe\u7b97\u3092\u78ba\u5b9a\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002** \u591a\u304f\u306f\u7b26\u53f7\u306e\u63a8\u6e2c\u3068\u7406\u7531\u306e\u4f5c\u6587\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u539f\u6587\u3092\u6b8b\u3057\u3001\u691c\u7b97\u3067\u5f53\u3066\u306f\u307e\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u5019\u88dc\u306b\u3059\u308b\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u6d77\u5916\u306e\u518d\u4fdd\u967a\u4f1a\u793e\u3084\u30d6\u30ed\u30fc\u30ab\u30fc\u3068\u591a\u6570\u306e\u51fa\u518d\u5951\u7d04\u3092\u6301\u3061\u3001\u82f1\u6587\u306e\u7cbe\u7b97\u66f8\uff08Statement of Account\uff09\u3092PDF\u3067\u53d7\u3051\u53d6\u3063\u3066\u3001\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u793e\u5185\u306e\u51fa\u518d\u53f0\u5e33\u3068\u624b\u3067\u7a81\u304d\u5408\u308f\u305b\u3066\u3044\u308b\u640d\u5bb3\u4fdd\u967a\u4f1a\u793e\u30fb\u751f\u547d\u4fdd\u967a\u4f1a\u793e\u3002\u5951\u7d04\u3054\u3068\u306b\u66f8\u5f0f\u304c\u9055\u3044\u3001\u8cb8\u501f\u306e\u5411\u304d\u3084\u7b26\u53f7\u306e\u66f8\u304d\u65b9\u304c\u30d6\u30ed\u30fc\u30ab\u30fc\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u306a\u5834\u5408\u3002\u5dee\u7570\u306e\u7406\u7531\u3092\u63a2\u3059\u306e\u306b\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u898b\u308b\u3068\u3053\u308d\u304c\u9055\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u7cbe\u7b97\u66f8\u304c\u96fb\u5b50\u30c7\u30fc\u30bf\uff08CSV\u3084\u696d\u754c\u306e\u6a19\u6e96\u5f62\u5f0f\u306a\u3069\uff09\u3067\u5c4a\u304d\u3001\u3059\u3067\u306b\u81ea\u52d5\u3067\u53d6\u308a\u8fbc\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u51fa\u518d\u5951\u7d04\u304c\u6570\u672c\u3067\u3001\u7cbe\u7b97\u66f8\u304c\u6708\u306b\u6570\u901a\u306e\u5834\u5408\u3002\u7cbe\u7b97\u66f8\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u4ee5\u5916\u3067\u5c4a\u304f\u5834\u5408\u3002\u306a\u304a\u3001\u5dee\u7570\u3092\u3069\u3046\u51e6\u7406\u3059\u308b\u304b\u3001\u8a08\u4e0a\u306e\u6642\u671f\u3084\u52d8\u5b9a\u79d1\u76ee\u3001\u518d\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u7cbe\u7b97\u306e\u5408\u610f\u306f\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5411\u304d\u306e\u898f\u5247\u8868\u3092\u4f5c\u308b**\n\n\u7cbe\u7b97\u66f8\u3092\u51fa\u3057\u3066\u304f\u308b\u76f8\u624b\u306e\u3046\u3061\u3001\u901a\u6570\u306e\u591a\u3044\u4e0a\u4f4d10\u793e\u306b\u3064\u3044\u3066\u3001**\u7cbe\u7b97\u66f8\u304c\u3069\u3061\u3089\u304b\u3089\u898b\u305f\u5411\u304d\u3067\u66f8\u304b\u308c\u308b\u304b\u3001\u62ec\u5f27\u3084 `Dr`\uff0f`Cr` \u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u304b**\u30921\u884c\u305a\u3064\u8868\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u306b\u3042\u308b\u77e5\u8b58\u3092\u3001\u8868\u306b\u51fa\u3059\u4f5c\u696d\u3067\u3059\u3002\n\n**2\u9031\u76ee\uff1a15\u901a\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u7cbe\u7b97\u66f8\u304b\u308915\u901a\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u660e\u7d30\u306e\u8868\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u62ec\u5f27\u3092\u5916\u3055\u306a\u3044\u304b\u3001100\uff05\u306e\u5217\u3068\u30b7\u30a7\u30a2\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3068\u691c\u7b97\u306e\u578b\u3092\u6c7a\u3081\u308b**\n\n\u4e0a\u4f4d10\u793e\u306e\u7cbe\u7b97\u66f8\u306b\u51fa\u3066\u304f\u308b\u9805\u76ee\u540d\u3092\u96c6\u3081\u3001\u793e\u5185\u306e\u52d8\u5b9a\u306e\u533a\u5206\u306b\u5bfe\u5fdc\u4ed8\u3051\u307e\u3059\u3002**\u5dee\u7570\u306e\u578b\uff08\u30b7\u30a7\u30a2\u3001\u6599\u7387\u3001\u671f\u9593\u3001\u70ba\u66ff\u3001\u672a\u8a08\u4e0a\u306e\u4fdd\u967a\u91d1\uff09\u306e\u691c\u7b97\u306e\u9806\u756a\u3068\u8a31\u5bb9\u306e\u7bc4\u56f2\u3092\u3001\u8cac\u4efb\u8005\u3068\u6c7a\u3081\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\u3092\u3064\u306a\u304e\u3001\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u4e0a\u4f4d10\u793e\u306e\u7cbe\u7b97\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u3001\u691c\u7b97\u306f\u307e\u3060\u52d5\u304b\u3057\u307e\u305b\u3093\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u691c\u7b97\u3092\u52d5\u304b\u3057\u3001`unexplained` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u898f\u5247\u8868\u3068\u5bfe\u5fdc\u8868\u3092\u80b2\u3066\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5bfe\u8c61\u3092\u5168\u793e\u306b\u5e83\u3052\u30011\u4ef640\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c\u66ff\u308f\u3063\u3066\u3082\u3001\u540c\u3058\u7cbe\u7b97\u66f8\u306e\u5dee\u7570\u306b\u540c\u3058\u7406\u7531\u306e\u5019\u88dc\u304c\u4ed8\u304f\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-0156","UC-0393","UC-0409","UC-0533"],"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":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304cJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3042\u308b\u3053\u3068\u3002\u540c\u671f\u306fPDF1\u30da\u30fc\u30b8\u30fb10MB\u3001\u975e\u540c\u671f\u306fPDF\u3068TIFF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3067\u304d\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\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\u3067\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3002\u6587\u5b57\u306e\u6700\u5c0f\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-07 |\n| StartDocumentAnalysis \u306e `FeatureTypes`\uff08TABLES\uff0fFORMS\uff0fQUERIES \u307b\u304b\uff09\u3001`QueriesConfig`\u3001`ClientRequestToken`\u3001`JobTag`\u3001`NotificationChannel` \u3067 Amazon SNS \u306b\u5b8c\u4e86\u3092\u901a\u77e5\u3059\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-07 |\n| GetDocumentAnalysis \u306e `JobStatus`\uff08SUCCEEDED\uff0fFAILED\uff0fPARTIAL_SUCCESS \u307b\u304b\uff09\u3001`MaxResults`\uff08\u6700\u59271,000\uff09\u3068 `NextToken`\u3001`StatusMessage`\u3001`Warnings` | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-07 |\n| \u8868\u304c\u30bb\u30eb\u3001\u7d50\u5408\u30bb\u30eb\u3001\u8868\u984c\u3001\u811a\u6ce8\u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u30bb\u30eb\u304c\u884c\u30fb\u5217\u306e\u756a\u53f7\u3068\u4fe1\u983c\u5ea6\u3092\u6301\u3061\u3001\u5217\u898b\u51fa\u3057\uff08COLUMN_HEADER\uff09\u3084\u5408\u8a08\uff08TABLE_SUMMARY\uff09\u306a\u3069\u306e\u7a2e\u985e\u304c\u4ed8\u304f\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-07 |\n| \u8cea\u554f\u306e\u5fdc\u7b54\u304c QUERY \u3068 QUERY_RESULT \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u5225\u540d\uff08Alias\uff09\u3068\u4fe1\u983c\u5ea6\u3092\u6301\u3064\u3053\u3068\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-07 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308c\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-07 |\n\n**\u5dee\u7570\u306e\u51e6\u7406\u3001\u8a08\u4e0a\u306e\u6642\u671f\u3068\u52d8\u5b9a\u79d1\u76ee\u3001\u518d\u4fdd\u967a\u4f1a\u793e\u3068\u306e\u7cbe\u7b97\u306e\u5408\u610f\u306f\u3001\u518d\u4fdd\u967a\u306e\u7d4c\u7406\u306e\u8cac\u4efb\u8005\u304c\u884c\u3046\u3082\u306e\u3067\u3059\u3002** \u672c\u8a18\u4e8b\u306f\u7cbe\u7b97\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3068\u51fa\u518d\u53f0\u5e33\u3068\u306e\u7167\u5408\u3001\u578b\u3054\u3068\u306e\u691c\u7b97\u307e\u3067\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u7cbe\u7b97\u66f8\u306e\u9805\u76ee\u540d\u3084\u5411\u304d\u306e\u66f8\u304d\u65b9\u306f\u3001\u76f8\u624b\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[27,26],"uc_department":[41,42],"uc_task":[60,65],"uc_issue":[74,67,72],"uc_effect":[83,86,78],"uc_ai_function":[93],"class_list":["post-14628","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-insurance","uc_industry-finance","uc_department-accounting","uc_department-finance-dept","uc_task-review-check","uc_task-comparison","uc_issue-analysis-time","uc_issue-too-much-entry","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-decision-support","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14628\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14628"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14628"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14628"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14628"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14628"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14628"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14628"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14628"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14628"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}