{"id":14708,"date":"2026-10-07T19:07:01","date_gmt":"2026-10-07T10:07:01","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-employment-verification\/"},"modified":"2026-10-07T19:07:01","modified_gmt":"2026-10-07T10:07:01","slug":"en-employment-verification","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-employment-verification\/","title":{"rendered":"\u6d77\u5916\u306e\u524d\u8077\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5019\u88dc\u8005\u53f0\u5e33\u3068\u7167\u3089\u3057\u3066\u3001\u7d4c\u6b74\u306e\u98df\u3044\u9055\u3044\u3068\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u8db3\u308a\u306a\u3044\u8a18\u8f09\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u524d\u8077\u306e\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5728\u7c4d\u671f\u9593\u30fb\u8077\u4f4d\u30fb\u8077\u52d9\u5185\u5bb9\u3092\u5019\u88dc\u8005\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u5c65\u6b74\u66f8\u3068\u306e\u98df\u3044\u9055\u3044\u3068\u3001\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u8db3\u308a\u306a\u3044\u8a18\u8f09\u3092\u62fe\u3044\u3001\u63a1\u7528\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-0788","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d\u3068\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a3c\u660e\u66f8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u62c5\u5f53\u8005\u306f\u5019\u88dc\u8005\u304b\u3089\u8ee2\u9001\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u4e00\u89a7\u3078\u306e\u8a18\u9332\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u3069\u306e\u8077\u6b74\u306e\u8a3c\u660e\u304b\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u6c7a\u3081\u3066\u304a\u304f\u306e\u3067\u3001\u7167\u5408\u306e\u76f8\u624b\u3092\u63a2\u3059\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u305b\u3093\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u9031\u6708\u66dc9\u6642\u306e\u5b9a\u6642**\u3067\u3059\u3002\u5185\u5b9a\u8005\u3054\u3068\u306b\u3001\u8077\u6b74\u306e\u884c\u306e\u3046\u3061\u8a3c\u660e\u66f8\u304c\u307e\u3060\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u53d6\u308a\u76f4\u3057\u3092\u983c\u3093\u30672\u9031\u9593\u305f\u3063\u3066\u3082\u5c4a\u304b\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3066\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002**\u7533\u8acb\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u9006\u7b97\u3057\u3066\u3001\u9045\u308c\u3066\u3044\u308b\u5019\u88dc\u8005\u3092\u5148\u306b\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5728\u8077\u8a3c\u660e\u66f8 | PDF\u3002\u767a\u884c\u5143\u3001\u6c0f\u540d\u3001\u5165\u793e\u65e5\u3001\u9000\u8077\u65e5\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u767a\u884c\u65e5\u3001\u7f72\u540d\u8005\u3068\u9023\u7d61\u5148 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u691c\u51fa\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u5019\u88dc\u8005\u53f0\u5e33 | \u5019\u88dc\u8005\u306e\u6c0f\u540d\uff08\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u8868\u8a18\uff09\u3001\u8077\u6b74\u306e\u884c\u3054\u3068\u306e\u4f1a\u793e\u540d\u30fb\u671f\u9593\u30fb\u8077\u4f4d\u30fb\u696d\u52d9\u306e\u8aac\u660e | \u5019\u88dc\u8005\u53f0\u5e33 |\n| \u7d39\u4ecb\u5148\u306e\u4e00\u89a7 | 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\u3068\u66f8\u304b\u308c\u3001\u8a3c\u660e\u66f8\u306e\u767a\u884c\u5143\u306f `ABC Technologies Private Limited` \u3084\u89aa\u4f1a\u793e\u306e\u540d\u7fa9\u3001\u3068\u3044\u3046\u3053\u3068\u306f\u3088\u304f\u3042\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u540c\u3058\u4f1a\u793e\u3068\u3057\u3001\u7121\u3044\u3082\u306e\u306f\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n**\u5019\u88dc\u8005\u306e\u6c0f\u540d\u306f\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u8868\u8a18\u3067\u6301\u3061\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u306f\u540d\u3068\u59d3\u306e\u9806\u304c\u9055\u3046\u3082\u306e\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u3092\u7701\u3044\u305f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u7167\u5408\u306f\u8868\u8a18\u306e\u3086\u308c\u3092\u898f\u5247\u3067\u5438\u53ce\u3057\u3001\u5438\u53ce\u3067\u304d\u306a\u3044\u3082\u306e\u306f\u4eba\u306b\u56de\u3057\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` | `FORMS`\u3001`QUERIES`\uff08\u82f1\u8a9e\u306e\u3068\u304d\uff09\u3001`SIGNATURES` | \u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u671f\u9593\u3068\u8077\u4f4d\u3001\u7f72\u540d\u306e\u6709\u7121 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u671f\u9593\u3084\u8077\u4f4d\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u660e\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u7167\u5408\u306e\u76f8\u624b\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `EMPLOYEE_NAME` | What is the name of the employee? |\n| `EMPLOYER_NAME` | Which company issued this certificate? |\n| `START_DATE` | When did the employee join the company? |\n| `END_DATE` | When did the employee leave the company? |\n| `JOB_TITLE` | What was the employee's designation or job title? |\n| `DUTIES` | What were the employee's duties or responsibilities? |\n| `ISSUE_DATE` | On what date was this certificate issued? |\n| `SIGNATORY` | Who signed this certificate and what is their title? |\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** \u9000\u8077\u65e5\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `till`\u3001`to`\u3001`until`\u3001`currently`\u3001`is working` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001**\u5728\u8077\u4e2d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 `employed` \u3092\u3001\u4f55\u3082\u7121\u3051\u308c\u3070 `missing` \u3092\u8a18\u9332\u3057\u307e\u3059\u3002** \u9000\u8077\u65e5\u3092\u3001\u767a\u884c\u65e5\u3084\u5c65\u6b74\u66f8\u306e\u65e5\u4ed8\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306e\u672c\u4f53\u306f1\u301c2\u30da\u30fc\u30b8\u3067\u3082\u3001\u8077\u52d9\u306e\u5225\u7d19\u304c\u4ed8\u304f\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002**\n\n**\u5019\u88dc\u8005\u53f0\u5e33\u3001\u7d39\u4ecb\u5148\u306e\u4e00\u89a7\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u53f0\u5e33\u306e\u8077\u6b74\u306e\u5185\u5bb9\u3092\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\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u5199\u771f\u306f\u3001PDF\u306b\u307e\u3068\u3081\u3066\u5165\u308c\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\u5019\u88dc\u8005\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. **\u6587\u5b57\u306e\u5927\u304d\u3055\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**\u5199\u771f\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306f\u3001\u3053\u306e\u4e0b\u9650\u3092\u4e0b\u56de\u308a\u3084\u3059\u3044\u66f8\u985e\u3067\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u8a3c\u660e\u66f8\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n6. **\u7167\u5408\u306e\u76f8\u624b\u306e\u7279\u5b9a** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3067\u3001\u53f0\u5e33\u306e\u884c\u3068\u7d39\u4ecb\u5148\u306e\u533a\u5206\u3092\u5f15\u304d\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u53d7\u4ed8\u306e\u6642\u70b9\u3067\u5019\u88dc\u8005\u306b\u4f1d\u3048\u3066\u304a\u304f\u3068\u52b9\u304d\u307e\u3059\u3002** \u5199\u771f\u3067\u306f\u306a\u304f\u3001\u524d\u8077\u304b\u3089\u53d7\u3051\u53d6\u3063\u305fPDF\u305d\u306e\u3082\u306e\u3092\u9001\u3063\u3066\u3082\u3089\u3046\u3088\u3046\u3001**\u5185\u5b9a\u306e\u9023\u7d61\u3068\u4e00\u7dd2\u306b\u6848\u5185\u3057\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304b\u30898\u3064\u306e\u9805\u76ee\u3092\u8aad\u307f\u53d6\u308a\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u4e0d\u8db3\u306e\u5224\u5b9a\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| \u767a\u884c\u5143 | \u539f\u6587\u306e\u307e\u307e\u3002\u30ec\u30bf\u30fc\u30d8\u30c3\u30c9\u3068\u7f72\u540d\u6b04\u306e\u4f1a\u793e\u540d\u3092\u5206\u3051\u308b | 2\u3064\u304c\u9055\u3048\u3070\u4e21\u65b9\u3092\u8a18\u9332 |\n| \u6c0f\u540d | \u539f\u6587\u306e\u307e\u307e | \u8907\u6570\u306e\u4eba\u540d\u304c\u4e26\u3079\u3070 `ambiguous` |\n| \u5165\u793e\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6708\u307e\u3067\u3057\u304b\u7121\u3051\u308c\u3070\u6708\u307e\u3067\u3092\u8a18\u9332 |\n| \u9000\u8077\u65e5 | \u539f\u6587\u3068\u89e3\u91c8\u3002\u5728\u8077\u4e2d\u306a\u3089 `employed` | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u4f4d | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u4e2d\u306b\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u52d9\u5185\u5bb9 | \u539f\u6587\u306e\u307e\u307e\u3001\u7b87\u6761\u3054\u3068\u306b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u767a\u884c\u65e5 | \u539f\u6587\u3068\u89e3\u91c8 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u7f72\u540d\u8005\u3068\u9023\u7d61\u5148 | \u6c0f\u540d\u3001\u5f79\u8077\u3001\u30e1\u30fc\u30eb\u3084\u96fb\u8a71\u306e\u8a18\u8f09 | \u7f72\u540d\u306e\u691c\u51fa\u304c\u3042\u308a\u6c0f\u540d\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u8077\u4f4d\u3092\u5168\u90e8\u4e26\u3079\u308b\u306e\u306f\u3001\u671f\u9593\u4e2d\u306e\u6607\u9032\u304c\u666e\u901a\u306b\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u300cSoftware Engineer\u300d\u304b\u3089\u300cSenior Software Engineer\u300d\u306b\u5909\u308f\u3063\u305f\u8a3c\u660e\u66f8\u3067\u3001\u6700\u5f8c\u306e\u8077\u4f4d\u3060\u3051\u3092\u53d6\u308b\u3068\u3001**\u5c65\u6b74\u66f8\u306e\u8077\u6b74\u306e\u884c\u3068\u7167\u3089\u3057\u305f\u3068\u304d\u306b\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**\u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3055\u305b\u306a\u3044\u306e\u3082\u5927\u4e8b\u3067\u3059\u3002** \u8981\u7d04\u3059\u308b\u3068\u3001\u300c\u95a2\u9023\u3059\u308b\u696d\u52d9\u300d\u3068\u3057\u3066\u8aad\u3081\u308b\u304b\u306e\u5224\u65ad\u306b\u4f7f\u3046\u8a00\u8449\u304c\u843d\u3061\u307e\u3059\u3002**\u539f\u6587\u306e\u307e\u307e\u7b87\u6761\u3067\u6b8b\u3057\u3001\u8aad\u3080\u306e\u306f\u4eba\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u524d\u8077\u3078\u306e\u78ba\u8a8d\u3092\u542b\u3081\u3001\u8cac\u4efb\u8005\u304c\u884c\u3046 |\n| \u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u7533\u8acb\u3092\u53d6\u308a\u6b21\u3050\u5c02\u9580\u5bb6\u304c\u884c\u3046 |\n| \u671f\u9593\u3084\u4f1a\u793e\u540d\u306e\u7167\u5408 | \u5225\u540d\u306e\u4e00\u89a7\u3068\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u8077\u52d9\u5185\u5bb9\u306e\u8981\u7d04\u3084\u8a00\u3044\u63db\u3048 | \u95a2\u9023\u3059\u308b\u696d\u52d9\u304b\u3092\u8aad\u3080\u305f\u3081\u306e\u8a00\u8449\u304c\u843d\u3061\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9000\u8077\u65e5\u3084\u671f\u9593\u306e\u88dc\u5b8c | \u5c65\u6b74\u66f8\u306e\u65e5\u4ed8\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9000\u8077\u65e5\u306e\u7121\u3044\u8a3c\u660e\u66f8\u3067\u3001\u5c65\u6b74\u66f8\u306e\u8077\u6b74\u306e\u65e5\u4ed8\u3092\u53c2\u8003\u306b\u57cb\u3081\u308b\u3068\u3001**\u7167\u5408\u306f\u5fc5\u305a\u4e00\u81f4\u3057\u3001\u898b\u3064\u3051\u305f\u304b\u3063\u305f\u98df\u3044\u9055\u3044\u3068\u4e0d\u8db3\u304c\u307e\u3068\u3081\u3066\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4eba\u6750\u7d39\u4ecb\u4f1a\u793e\u306e\u5185\u5b9a\u8005\u652f\u63f4\u30c1\u30fc\u30e0\u3067\u3001\u5019\u88dc\u8005\u306e\u524d\u8077\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\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\nissuer_letterhead_raw\u3001issuer_signature_block_raw\u3001employee_name_raw\u3001\nstart_date_raw\u3001start_date\u3001end_date_raw\u3001end_date\u3001employment_status\u3001\njob_titles_raw\uff08\u914d\u5217\uff09\u3001duties_raw\uff08\u914d\u5217\uff09\u3001issue_date_raw\u3001issue_date\u3001\nsignatory_name_raw\u3001signatory_title_raw\u3001signatory_contact_raw\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051 YYYY-MM-DD \u3067\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u307e\u3067\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 YYYY-MM \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9000\u8077\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5728\u8077\u4e2d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 employment_status \u3092 employed \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767a\u884c\u65e5\u3084\u307b\u304b\u306e\u65e5\u4ed8\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8077\u52d9\u5185\u5bb9\u306f\u8981\u7d04\u305b\u305a\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u7b87\u6761\u3054\u3068\u306b\u914d\u5217\u3078\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8077\u4f4d\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u3059\u3079\u3066\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3001\u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u7d66\u4e0e\u660e\u7d30\u3001\u63a8\u85a6\u72b6\u3001\u96c7\u7528\u5951\u7d04\u66f8\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_queries_signatures}\n```\n\n**\u300c\u63a8\u85a6\u72b6\u300d\u3092\u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u524d\u8077\u306e\u4e0a\u53f8\u304c\u66f8\u3044\u305f\u63a8\u85a6\u72b6\u306b\u3082\u5728\u7c4d\u671f\u9593\u3068\u8077\u52d9\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u533a\u5225\u3057\u306a\u3044\u3068\u3001\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u8a3c\u660e\u66f8\u3068\u540c\u3058\u6271\u3044\u3067\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u3068\u3057\u3066\u6271\u3046\u304b\u306f\u4eba\u304c\u6c7a\u3081\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  \"candidate_id\": \"\",\n  \"career_row\": 2,\n  \"document_type\": \"employment_certificate\",\n  \"issuer_letterhead_raw\": \"ABC Technologies Private Limited\",\n  \"employee_name_raw\": \"Mr. Ravi Kumar S\",\n  \"start_date_raw\": \"1st June 2021\",\n  \"start_date\": \"2021-06-01\",\n  \"end_date_raw\": \"31st March 2024\",\n  \"end_date\": \"2024-03-31\",\n  \"employment_status\": \"left\",\n  \"job_titles_raw\": [\"Software Engineer\", \"Senior Software Engineer\"],\n  \"duties_raw\": [\"Design and development of backend APIs\", \"Code review\"],\n  \"issue_date_raw\": \"April 5, 2024\",\n  \"signatory_name_raw\": \"\",\n  \"signature_detected\": true,\n  \"items\": [\n    { \"item\": \"signatory_name\", \"status\": \"unreadable\", \"confidence\": 0, \"source\": \"p1:L31\" }\n  ],\n  \"request_draft\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3068\u4e0d\u8db3\u306e\u5224\u5b9a\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u53f0\u5e33\u306e\u8077\u6b74\u306e\u884c\u3068\u7167\u3089\u3057\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u6c0f\u540d\u3068\u4f1a\u793e\u540d\u304c\u4e00\u81f4\u3057\u3001\u671f\u9593\u306e\u305a\u308c\u304c\u57fa\u6e96\u306e\u7bc4\u56f2\u5185\u3067\u3001\u57fa\u6e96\u306e\u8a18\u8f09\u304c\u305d\u308d\u3063\u3066\u3044\u308b |\n| `period_mismatch` | \u5165\u793e\u65e5\u304b\u9000\u8077\u65e5\u304c\u3001\u53f0\u5e33\u306e\u8077\u6b74\u3068\u57fa\u6e96\u3092\u8d85\u3048\u3066\u305a\u308c\u308b |\n| `name_mismatch` | \u6c0f\u540d\u304b\u4f1a\u793e\u540d\u304c\u3001\u53f0\u5e33\u306b\u3082\u5225\u540d\u306e\u4e00\u89a7\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n| `missing_item` | \u671f\u9593\u30fb\u8077\u4f4d\u30fb\u8077\u52d9\u5185\u5bb9\u30fb\u767a\u884c\u5143\u30fb\u7f72\u540d\u8005\u306e\u3044\u305a\u308c\u304b\u304c `missing` |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u7d39\u4ecb\u5148\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u6271\u3044\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30ab\u30c6\u30b4\u30ea\u30fc1\u30682\u306e\u7d39\u4ecb\u5148\u3067\u306f\u3001`missing_item` \u3092\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3067\u306f\u306a\u304f\u8a18\u9332\u3060\u3051\u306b\u3057\u3001**\u30ab\u30c6\u30b4\u30ea\u30fc3\u30684\u306e\u7d39\u4ecb\u5148\u3067\u306f\u3001\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u4e26\u3079\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8a33\u6587\u3092\u4f5c\u308b\u4eba\u306f\u3001`start_date_raw` \u3068 `start_date` \u3092\u4e26\u3079\u3066\u898b\u308c\u3070\u3001**\u89e3\u91c8\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u306a\u304c\u3089\u8a33\u305b\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u8a3c\u660e\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 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d |\n| \u5019\u88dc\u8005\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u6c0f\u540d\u3068\u8077\u6b74\u306e\u884c\u3092\u5f15\u304f |\n| \u7d39\u4ecb\u5148\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u533a\u5206\u3068\u5c31\u304f\u4e88\u5b9a\u306e\u696d\u52d9\u3092\u5f15\u304f |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u8a3c\u660e\u66f8\u3054\u3068\u306e\u5370\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u5019\u88dc\u8005\u53f0\u5e33\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8a3c\u660e\u66f8\u306e\u671f\u9593\u306b\u5408\u308f\u305b\u3066\u53f0\u5e33\u306e\u8077\u6b74\u3092\u76f4\u3059\u304b\u306f\u3001**\u5019\u88dc\u8005\u306b\u4e8b\u60c5\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u53f0\u5e33\u304b\u3089\u6d88\u3048\u307e\u3059\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u3001\u671f\u9593\u3068\u8077\u4f4d\u3092\u4e26\u3079\u305f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u8aad\u3081\u306a\u3044\u7f72\u540d\u8005\u3084\u9806\u5e8f\u306e\u6c7a\u307e\u3089\u306a\u3044\u65e5\u4ed8\u3092\u3001\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`period_mismatch` \u3068 `name_mismatch` \u306e\u7406\u7531\u3092\u5019\u88dc\u8005\u306b\u805e\u304f** \u2026 \u8a66\u7528\u671f\u9593\u306e\u6271\u3044\u3001\u793e\u540d\u306e\u5909\u66f4\u3001\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u3078\u306e\u8ee2\u7c4d\u306a\u3069\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`missing_item` \u306e\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u3001\u5019\u88dc\u8005\u306b\u9001\u308a\u307e\u3059\n4. **\u7533\u8acb\u306b\u4f7f\u3048\u308b\u304b\u3092\u8cac\u4efb\u8005\u3068\u5c02\u9580\u5bb6\u306b\u4e0a\u3052\u308b** \u2026 \u305d\u308d\u3063\u305f\u8a3c\u660e\u66f8\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u4e26\u3079\u3066\u6e21\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u53f0\u5e33\u306e\u5074\u3092\u76f4\u3059\u3068\u304d\u306f\u3001\u76f4\u3057\u305f\u7406\u7531\u3092\u6b8b\u3057\u307e\u3059\u3002** \u300c\u8a3c\u660e\u66f8\u306f\u5165\u793e\u65e5\u3092\u6b63\u793e\u54e1\u767b\u7528\u306e\u65e5\u3067\u66f8\u3044\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306b\u7406\u7531\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001**\u7533\u8acb\u306e\u66f8\u985e\u3069\u3046\u3057\u3067\u671f\u9593\u3092\u8aac\u660e\u3067\u304d\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**\u5019\u88dc\u8005\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u8a3c\u660e\u66f8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u9000\u8077\u65e5\u304c\u7121\u304f\u3001\u5728\u8077\u4e2d\u3068\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `missing`\u3002**\u65e5\u4ed8\u3092\u88dc\u308f\u305a\u3001\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u767a\u884c\u56fd\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| \u30ec\u30bf\u30fc\u30d8\u30c3\u30c9\u3068\u7f72\u540d\u6b04\u306e\u4f1a\u793e\u540d\u304c\u9055\u3046 | \u4e21\u65b9\u3092\u8a18\u9332\u3057\u3001`name_mismatch` \u3067\u4eba\u3078 |\n| \u63a8\u85a6\u72b6\u3084\u7d66\u4e0e\u660e\u7d30\u304c\u9001\u3089\u308c\u3066\u304f\u308b | `document_type` \u3092\u898b\u3066\u3001\u5728\u8077\u8a3c\u660e\u66f8\u306e\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u524d\u8077\u306e\u4f1a\u793e\u304c\u7121\u304f\u306a\u3063\u3066\u3044\u308b | \u53d6\u308a\u76f4\u3057\u304c\u3067\u304d\u306a\u3044\u3002**\u5c02\u9580\u5bb6\u306b\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u76f8\u8ac7\u3059\u308b** |\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\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u7167\u5408\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u671f\u9593\u3068\u3044\u30461\u3064\u306e\u5024\u306e\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u8a3c\u660e\u66f8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5019\u88dc\u8005ID\u3001\u8077\u6b74\u306e\u884c\u756a\u53f7\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\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u53f0\u5e33\u306e\u8077\u6b74\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3001\u5225\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u5019\u88dc\u8005\u304b\u3089\u805e\u3044\u305f\u7406\u7531**\n- \u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3068\u3001\u65b0\u3057\u3044\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**\u4fdd\u5b58\u306e\u671f\u9593\u3068\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u306f\u5019\u88dc\u8005\u306e\u8077\u6b74\u3068\u3001\u7f72\u540d\u8005\u306e\u6c0f\u540d\u3084\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u5185\u5b9a\u3092\u8f9e\u9000\u3057\u305f\u5019\u88dc\u8005\u306e\u8a3c\u660e\u66f8\u3092\u3044\u3064\u6d88\u3059\u304b\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":30,"after_minutes_per_case":10,"hourly_cost":3000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u6d77\u5916\u306e\u524d\u8077\u306e\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5728\u7c4d\u671f\u9593\u30fb\u8077\u4f4d\u30fb\u8077\u52d9\u5185\u5bb9\u3092\u5019\u88dc\u8005\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u5c65\u6b74\u66f8\u3068\u306e\u98df\u3044\u9055\u3044\u3068\u3001\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u8db3\u308a\u306a\u3044\u8a18\u8f09\u3092\u62fe\u3044\u3001\u63a1\u7528\u306e\u62c5\u5f53\u8005\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. 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\u7533\u8acb\u306e\u66f8\u985e\u3069\u3046\u3057\u3067\u671f\u9593\u304c\u5408\u308f\u306a\u3044\u3068\u3001\u5f8c\u304b\u3089\u8aac\u660e\u3092\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u4e0d\u8db3\u304c\u7533\u8acb\u306e\u76f4\u524d\u306b\u5206\u304b\u308b\u3002** \u8077\u52d9\u5185\u5bb9\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001\u9000\u8077\u65e5\u304c\u7121\u304f\u300cis working with us\u300d\u3068\u73fe\u5728\u5f62\u306e\u307e\u307e\u3001\u3068\u3044\u3063\u305f\u8a3c\u660e\u66f8\u3092\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\u9032\u3081\u3001**\u7533\u8acb\u306e\u66f8\u985e\u3092\u7d44\u3080\u6bb5\u306b\u306a\u3063\u3066\u53d6\u308a\u76f4\u3057\u304c\u5fc5\u8981\u3068\u5206\u304b\u308a\u307e\u3059\u3002** 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**\u3010\u4eba\u3011** \u5019\u88dc\u8005\u304b\u3089\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u3001\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\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\u8a3c\u660e\u66f8\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u691c\u51fa\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** 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\u5370\u306e\u7121\u3044\u3082\u306e\u306f\u3001\u671f\u9593\u3068\u8077\u4f4d\u3092\u4e26\u3079\u305f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u671f\u9593\u306e\u6bd4\u8f03\u3001\u4f1a\u793e\u540d\u306e\u7167\u5408\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u306b\u5f53\u305f\u308b\u304b\u3002**\u3069\u308c\u3082\u898f\u5247\u3067\u6c7a\u307e\u308b\u6bd4\u8f03\u3067\u3001AI\u306b\u306f\u8a3c\u660e\u66f8\u304b\u3089\u5024\u3092\u8aad\u307f\u53d6\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u3055\u305b\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u5019\u88dc\u8005\u304b\u3089\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u3001\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b","**\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\u8a3c\u660e\u66f8\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u691c\u51fa\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u767a\u884c\u5143\u3001\u5019\u88dc\u8005\u306e\u6c0f\u540d\u3001\u5165\u793e\u65e5\u3001\u9000\u8077\u65e5\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u767a\u884c\u65e5\u3001\u7f72\u540d\u8005\u3068\u9023\u7d61\u5148\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5019\u88dc\u8005\u53f0\u5e33\u306e\u8077\u6b74\u306e\u884c\u3068\u3001\u6c0f\u540d\u30fb\u4f1a\u793e\u540d\u30fb\u671f\u9593\u30fb\u8077\u4f4d\u3092\u898f\u5247\u3067\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u7d39\u4ecb\u5148\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3068\u793e\u5185\u306e\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u3001\u8db3\u308a\u306a\u3044\u8a18\u8f09\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u53d6\u308a\u76f4\u3057\u304c\u8981\u308b\u3082\u306e\u306b\u306f\u3001\u5019\u88dc\u8005\u306b\u9001\u308b\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3092\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u5c02\u9580\u5bb6\u304c\u3001\u7533\u8acb\u306e\u66f8\u985e\u4e00\u5f0f\u3068\u3057\u3066\u4f7f\u3048\u308b\u304b\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\uff08PDF\u3002\u5019\u88dc\u8005\u304b\u3089\u8ee2\u9001\u3055\u308c\u305f\u3082\u306e\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\uff1aFORMS\uff0fQUERIES\uff0fSIGNATURES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u691c\u51fa\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u8a3c\u660e\u66f8\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u5206\u3051\u3066\u8a18\u9332\u3059\u308b\n   \u2502   \u2460 \u767a\u884c\u5143\u3068\u7f72\u540d\u8005  \u2461 \u6c0f\u540d  \u2462 \u5165\u793e\u65e5\u3068\u9000\u8077\u65e5\n   \u2502   \u2463 \u8077\u4f4d            \u2464 \u8077\u52d9\u5185\u5bb9  \u2465 \u767a\u884c\u65e5\n   \u25bc\nPython \u2500\u2500 \u5019\u88dc\u8005\u53f0\u5e33\u306e\u8077\u6b74\u3068\u7167\u3089\u3057\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u4e0d\u8db3\u306b\u5370\u3092\u4ed8\u3051\u308b\n   \u25bc\n\u4e00\u89a7\uff08ok \uff0f period_mismatch \uff0f name_mismatch \uff0f missing_item \uff0f needs_human\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u5019\u88dc\u8005\u3078\u306e\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\uff08\u4e0b\u66f8\u304d\uff09\n   \u2514\u2500\u2500\u25b6 \u8cac\u4efb\u8005\u3068\u5c02\u9580\u5bb6\u304c\u7533\u8acb\u306b\u4f7f\u3048\u308b\u304b\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\u8a3c\u660e\u66f8\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u671f\u9593\u30fb\u4f1a\u793e\u540d\u30fb\u8077\u4f4d\u306e\u7167\u5408\u3068\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u306b\u3088\u308b\u4e0d\u8db3\u306e\u5224\u5b9a\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u985e\u30c1\u30a7\u30c3\u30af\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\u8a3c\u660e\u66f8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u5019\u88dc\u8005\u53f0\u5e33\u3068\u7d39\u4ecb\u5148\u306e\u4e00\u89a7\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3079\u304d\u8a18\u8f09\u306e\u57fa\u6e96\u3092\u3001\u793e\u5185\u30671\u679a\u306e\u8868\u306b\u3059\u308b\u3053\u3068**\u3067\u3059\u3002\u767a\u884c\u5143\u3001\u6c0f\u540d\u3001\u5165\u793e\u65e5\u3001\u9000\u8077\u65e5\uff08\u5728\u8077\u4e2d\u306a\u3089\u305d\u306e\u65e8\uff09\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u767a\u884c\u65e5\u3001\u7f72\u540d\u8005\u3068\u9023\u7d61\u5148\u3002**4\u540d\u306e\u5224\u65ad\u3092\u3053\u306e\u8868\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u624b\u66f8\u304d\u306e\u6587\u5b57\u304c\u8aad\u3081\u308b\u306e\u3082\u82f1\u8a9e\u3060\u3051\u306a\u306e\u3067\u3001**\u624b\u66f8\u304d\u306e\u7f72\u540d\u6b04\u306b\u66f8\u304d\u6dfb\u3048\u3089\u308c\u305f\u65e5\u4ed8\u306f\u3001\u82f1\u8a9e\u4ee5\u5916\u3067\u306f\u8aad\u3081\u306a\u3044\u524d\u63d0\u3067\u6271\u3044\u307e\u3059\u3002**\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8cea\u554f\uff08`QUERIES`\uff09\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u591a\u304f\u306f\u30ec\u30bf\u30fc\u306e\u5f62\u3067\u3001\u671f\u9593\u3082\u8077\u4f4d\u3082\u6587\u7ae0\u306e\u4e2d\u306b\u57cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\u300c\u3053\u306e\u4eba\u306f\u3044\u3064\u304b\u3089\u3044\u3064\u307e\u3067\u5728\u7c4d\u3057\u305f\u304b\u300d\u3068\u8cea\u554f\u306e\u5f62\u3067\u805e\u304f\u3068\u3001\u6587\u7ae0\u306e\u4e2d\u304b\u3089\u7b54\u3048\u306e\u6587\u5b57\u5217\u3068\u4fe1\u983c\u5ea6\u304c\u8fd4\u308a\u307e\u3059\u3002** \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u30011\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d\u3068\u3001\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a3c\u660e\u66f8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u62c5\u5f53\u8005\u306f\u5019\u88dc\u8005\u304b\u3089\u8ee2\u9001\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u4e00\u89a7\u3078\u306e\u8a18\u9332\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u3069\u306e\u8077\u6b74\u306e\u8a3c\u660e\u304b\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u6c7a\u3081\u3066\u304a\u304f\u306e\u3067\u3001\u7167\u5408\u306e\u76f8\u624b\u3092\u63a2\u3059\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u305b\u3093\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u9031\u6708\u66dc9\u6642\u306e\u5b9a\u6642**\u3067\u3059\u3002\u5185\u5b9a\u8005\u3054\u3068\u306b\u3001\u8077\u6b74\u306e\u884c\u306e\u3046\u3061\u8a3c\u660e\u66f8\u304c\u307e\u3060\u5c4a\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u53d6\u308a\u76f4\u3057\u3092\u983c\u3093\u30672\u9031\u9593\u305f\u3063\u3066\u3082\u5c4a\u304b\u306a\u3044\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3066\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002**\u7533\u8acb\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u9006\u7b97\u3057\u3066\u3001\u9045\u308c\u3066\u3044\u308b\u5019\u88dc\u8005\u3092\u5148\u306b\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5728\u8077\u8a3c\u660e\u66f8 | PDF\u3002\u767a\u884c\u5143\u3001\u6c0f\u540d\u3001\u5165\u793e\u65e5\u3001\u9000\u8077\u65e5\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u767a\u884c\u65e5\u3001\u7f72\u540d\u8005\u3068\u9023\u7d61\u5148 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u691c\u51fa\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u5019\u88dc\u8005\u53f0\u5e33 | \u5019\u88dc\u8005\u306e\u6c0f\u540d\uff08\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u8868\u8a18\uff09\u3001\u8077\u6b74\u306e\u884c\u3054\u3068\u306e\u4f1a\u793e\u540d\u30fb\u671f\u9593\u30fb\u8077\u4f4d\u30fb\u696d\u52d9\u306e\u8aac\u660e | \u5019\u88dc\u8005\u53f0\u5e33 |\n| \u7d39\u4ecb\u5148\u306e\u4e00\u89a7 | \u7d39\u4ecb\u5148\u306e\u4f01\u696d\u3001\u7533\u8acb\u3067\u4f7f\u3046\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u533a\u5206\u3001\u5c31\u304f\u4e88\u5b9a\u306e\u696d\u52d9 | \u7d39\u4ecb\u5148\u4f01\u696d\u306e\u4e00\u89a7 |\n| \u8a18\u8f09\u306e\u57fa\u6e96 | \u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3079\u304d\u8a18\u8f09\u3068\u3001\u8db3\u308a\u306a\u3044\u3068\u304d\u306e\u6271\u3044 | \u5185\u5b9a\u8005\u652f\u63f4\u30c1\u30fc\u30e0\u3067\u4f5c\u308b\u8868 |\n| \u4f1a\u793e\u540d\u306e\u5225\u540d\u306e\u4e00\u89a7 | \u524d\u8077\u306e\u4f1a\u793e\u3054\u3068\u306b\u3001\u5c65\u6b74\u66f8\u3068\u8a3c\u660e\u66f8\u306b\u51fa\u3066\u304f\u308b\u540d\u79f0\u306e\u66f8\u304d\u65b9 | \u5185\u5b9a\u8005\u652f\u63f4\u30c1\u30fc\u30e0\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f1a\u793e\u540d\u306e\u5225\u540d\u306e\u4e00\u89a7\u3067\u3059\u3002** \u5c65\u6b74\u66f8\u306b\u306f `ABC Technologies` \u3068\u66f8\u304b\u308c\u3001\u8a3c\u660e\u66f8\u306e\u767a\u884c\u5143\u306f `ABC Technologies Private Limited` \u3084\u89aa\u4f1a\u793e\u306e\u540d\u7fa9\u3001\u3068\u3044\u3046\u3053\u3068\u306f\u3088\u304f\u3042\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u540c\u3058\u4f1a\u793e\u3068\u3057\u3001\u7121\u3044\u3082\u306e\u306f\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n**\u5019\u88dc\u8005\u306e\u6c0f\u540d\u306f\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u8868\u8a18\u3067\u6301\u3061\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u306f\u540d\u3068\u59d3\u306e\u9806\u304c\u9055\u3046\u3082\u306e\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u3092\u7701\u3044\u305f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u7167\u5408\u306f\u8868\u8a18\u306e\u3086\u308c\u3092\u898f\u5247\u3067\u5438\u53ce\u3057\u3001\u5438\u53ce\u3067\u304d\u306a\u3044\u3082\u306e\u306f\u4eba\u306b\u56de\u3057\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` | `FORMS`\u3001`QUERIES`\uff08\u82f1\u8a9e\u306e\u3068\u304d\uff09\u3001`SIGNATURES` | \u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u671f\u9593\u3068\u8077\u4f4d\u3001\u7f72\u540d\u306e\u6709\u7121 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u671f\u9593\u3084\u8077\u4f4d\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u8a3c\u660e\u66f8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u7167\u5408\u306e\u76f8\u624b\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `EMPLOYEE_NAME` | What is the name of the employee? |\n| `EMPLOYER_NAME` | Which company issued this certificate? |\n| `START_DATE` | When did the employee join the company? |\n| `END_DATE` | When did the employee leave the company? |\n| `JOB_TITLE` | What was the employee's designation or job title? |\n| `DUTIES` | What were the employee's duties or responsibilities? |\n| `ISSUE_DATE` | On what date was this certificate issued? |\n| `SIGNATORY` | Who signed this certificate and what is their title? |\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** \u9000\u8077\u65e5\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `till`\u3001`to`\u3001`until`\u3001`currently`\u3001`is working` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001**\u5728\u8077\u4e2d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 `employed` \u3092\u3001\u4f55\u3082\u7121\u3051\u308c\u3070 `missing` \u3092\u8a18\u9332\u3057\u307e\u3059\u3002** \u9000\u8077\u65e5\u3092\u3001\u767a\u884c\u65e5\u3084\u5c65\u6b74\u66f8\u306e\u65e5\u4ed8\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306e\u672c\u4f53\u306f1\u301c2\u30da\u30fc\u30b8\u3067\u3082\u3001\u8077\u52d9\u306e\u5225\u7d19\u304c\u4ed8\u304f\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002**\n\n**\u5019\u88dc\u8005\u53f0\u5e33\u3001\u7d39\u4ecb\u5148\u306e\u4e00\u89a7\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u53f0\u5e33\u306e\u8077\u6b74\u306e\u5185\u5bb9\u3092\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\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u5199\u771f\u306f\u3001PDF\u306b\u307e\u3068\u3081\u3066\u5165\u308c\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\u5019\u88dc\u8005\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. **\u6587\u5b57\u306e\u5927\u304d\u3055\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**\u5199\u771f\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306f\u3001\u3053\u306e\u4e0b\u9650\u3092\u4e0b\u56de\u308a\u3084\u3059\u3044\u66f8\u985e\u3067\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u8a3c\u660e\u66f8\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n6. **\u7167\u5408\u306e\u76f8\u624b\u306e\u7279\u5b9a** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3067\u3001\u53f0\u5e33\u306e\u884c\u3068\u7d39\u4ecb\u5148\u306e\u533a\u5206\u3092\u5f15\u304d\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u53d7\u4ed8\u306e\u6642\u70b9\u3067\u5019\u88dc\u8005\u306b\u4f1d\u3048\u3066\u304a\u304f\u3068\u52b9\u304d\u307e\u3059\u3002** \u5199\u771f\u3067\u306f\u306a\u304f\u3001\u524d\u8077\u304b\u3089\u53d7\u3051\u53d6\u3063\u305fPDF\u305d\u306e\u3082\u306e\u3092\u9001\u3063\u3066\u3082\u3089\u3046\u3088\u3046\u3001**\u5185\u5b9a\u306e\u9023\u7d61\u3068\u4e00\u7dd2\u306b\u6848\u5185\u3057\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304b\u30898\u3064\u306e\u9805\u76ee\u3092\u8aad\u307f\u53d6\u308a\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u4e0d\u8db3\u306e\u5224\u5b9a\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| \u767a\u884c\u5143 | \u539f\u6587\u306e\u307e\u307e\u3002\u30ec\u30bf\u30fc\u30d8\u30c3\u30c9\u3068\u7f72\u540d\u6b04\u306e\u4f1a\u793e\u540d\u3092\u5206\u3051\u308b | 2\u3064\u304c\u9055\u3048\u3070\u4e21\u65b9\u3092\u8a18\u9332 |\n| \u6c0f\u540d | \u539f\u6587\u306e\u307e\u307e | \u8907\u6570\u306e\u4eba\u540d\u304c\u4e26\u3079\u3070 `ambiguous` |\n| \u5165\u793e\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6708\u307e\u3067\u3057\u304b\u7121\u3051\u308c\u3070\u6708\u307e\u3067\u3092\u8a18\u9332 |\n| \u9000\u8077\u65e5 | \u539f\u6587\u3068\u89e3\u91c8\u3002\u5728\u8077\u4e2d\u306a\u3089 `employed` | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u4f4d | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u4e2d\u306b\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u52d9\u5185\u5bb9 | \u539f\u6587\u306e\u307e\u307e\u3001\u7b87\u6761\u3054\u3068\u306b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u767a\u884c\u65e5 | \u539f\u6587\u3068\u89e3\u91c8 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u7f72\u540d\u8005\u3068\u9023\u7d61\u5148 | \u6c0f\u540d\u3001\u5f79\u8077\u3001\u30e1\u30fc\u30eb\u3084\u96fb\u8a71\u306e\u8a18\u8f09 | \u7f72\u540d\u306e\u691c\u51fa\u304c\u3042\u308a\u6c0f\u540d\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u8077\u4f4d\u3092\u5168\u90e8\u4e26\u3079\u308b\u306e\u306f\u3001\u671f\u9593\u4e2d\u306e\u6607\u9032\u304c\u666e\u901a\u306b\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u300cSoftware Engineer\u300d\u304b\u3089\u300cSenior Software Engineer\u300d\u306b\u5909\u308f\u3063\u305f\u8a3c\u660e\u66f8\u3067\u3001\u6700\u5f8c\u306e\u8077\u4f4d\u3060\u3051\u3092\u53d6\u308b\u3068\u3001**\u5c65\u6b74\u66f8\u306e\u8077\u6b74\u306e\u884c\u3068\u7167\u3089\u3057\u305f\u3068\u304d\u306b\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**\u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3055\u305b\u306a\u3044\u306e\u3082\u5927\u4e8b\u3067\u3059\u3002** \u8981\u7d04\u3059\u308b\u3068\u3001\u300c\u95a2\u9023\u3059\u308b\u696d\u52d9\u300d\u3068\u3057\u3066\u8aad\u3081\u308b\u304b\u306e\u5224\u65ad\u306b\u4f7f\u3046\u8a00\u8449\u304c\u843d\u3061\u307e\u3059\u3002**\u539f\u6587\u306e\u307e\u307e\u7b87\u6761\u3067\u6b8b\u3057\u3001\u8aad\u3080\u306e\u306f\u4eba\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u524d\u8077\u3078\u306e\u78ba\u8a8d\u3092\u542b\u3081\u3001\u8cac\u4efb\u8005\u304c\u884c\u3046 |\n| \u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u7533\u8acb\u3092\u53d6\u308a\u6b21\u3050\u5c02\u9580\u5bb6\u304c\u884c\u3046 |\n| \u671f\u9593\u3084\u4f1a\u793e\u540d\u306e\u7167\u5408 | \u5225\u540d\u306e\u4e00\u89a7\u3068\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u8077\u52d9\u5185\u5bb9\u306e\u8981\u7d04\u3084\u8a00\u3044\u63db\u3048 | \u95a2\u9023\u3059\u308b\u696d\u52d9\u304b\u3092\u8aad\u3080\u305f\u3081\u306e\u8a00\u8449\u304c\u843d\u3061\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9000\u8077\u65e5\u3084\u671f\u9593\u306e\u88dc\u5b8c | \u5c65\u6b74\u66f8\u306e\u65e5\u4ed8\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9000\u8077\u65e5\u306e\u7121\u3044\u8a3c\u660e\u66f8\u3067\u3001\u5c65\u6b74\u66f8\u306e\u8077\u6b74\u306e\u65e5\u4ed8\u3092\u53c2\u8003\u306b\u57cb\u3081\u308b\u3068\u3001**\u7167\u5408\u306f\u5fc5\u305a\u4e00\u81f4\u3057\u3001\u898b\u3064\u3051\u305f\u304b\u3063\u305f\u98df\u3044\u9055\u3044\u3068\u4e0d\u8db3\u304c\u307e\u3068\u3081\u3066\u6d88\u3048\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\u4eba\u6750\u7d39\u4ecb\u4f1a\u793e\u306e\u5185\u5b9a\u8005\u652f\u63f4\u30c1\u30fc\u30e0\u3067\u3001\u5019\u88dc\u8005\u306e\u524d\u8077\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\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\nissuer_letterhead_raw\u3001issuer_signature_block_raw\u3001employee_name_raw\u3001\nstart_date_raw\u3001start_date\u3001end_date_raw\u3001end_date\u3001employment_status\u3001\njob_titles_raw\uff08\u914d\u5217\uff09\u3001duties_raw\uff08\u914d\u5217\uff09\u3001issue_date_raw\u3001issue_date\u3001\nsignatory_name_raw\u3001signatory_title_raw\u3001signatory_contact_raw\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051 YYYY-MM-DD \u3067\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u307e\u3067\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 YYYY-MM \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9000\u8077\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5728\u8077\u4e2d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 employment_status \u3092 employed \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767a\u884c\u65e5\u3084\u307b\u304b\u306e\u65e5\u4ed8\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8077\u52d9\u5185\u5bb9\u306f\u8981\u7d04\u305b\u305a\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u7b87\u6761\u3054\u3068\u306b\u914d\u5217\u3078\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8077\u4f4d\u304c\u8907\u6570\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u3059\u3079\u3066\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3001\u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u7d66\u4e0e\u660e\u7d30\u3001\u63a8\u85a6\u72b6\u3001\u96c7\u7528\u5951\u7d04\u66f8\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_queries_signatures}\n```\n\n**\u300c\u63a8\u85a6\u72b6\u300d\u3092\u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u524d\u8077\u306e\u4e0a\u53f8\u304c\u66f8\u3044\u305f\u63a8\u85a6\u72b6\u306b\u3082\u5728\u7c4d\u671f\u9593\u3068\u8077\u52d9\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u533a\u5225\u3057\u306a\u3044\u3068\u3001\u4f1a\u793e\u304c\u767a\u884c\u3057\u305f\u8a3c\u660e\u66f8\u3068\u540c\u3058\u6271\u3044\u3067\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u3068\u3057\u3066\u6271\u3046\u304b\u306f\u4eba\u304c\u6c7a\u3081\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  \"candidate_id\": \"\",\n  \"career_row\": 2,\n  \"document_type\": \"employment_certificate\",\n  \"issuer_letterhead_raw\": \"ABC Technologies Private Limited\",\n  \"employee_name_raw\": \"Mr. Ravi Kumar S\",\n  \"start_date_raw\": \"1st June 2021\",\n  \"start_date\": \"2021-06-01\",\n  \"end_date_raw\": \"31st March 2024\",\n  \"end_date\": \"2024-03-31\",\n  \"employment_status\": \"left\",\n  \"job_titles_raw\": [\"Software Engineer\", \"Senior Software Engineer\"],\n  \"duties_raw\": [\"Design and development of backend APIs\", \"Code review\"],\n  \"issue_date_raw\": \"April 5, 2024\",\n  \"signatory_name_raw\": \"\",\n  \"signature_detected\": true,\n  \"items\": [\n    { \"item\": \"signatory_name\", \"status\": \"unreadable\", \"confidence\": 0, \"source\": \"p1:L31\" }\n  ],\n  \"request_draft\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3068\u4e0d\u8db3\u306e\u5224\u5b9a\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u53f0\u5e33\u306e\u8077\u6b74\u306e\u884c\u3068\u7167\u3089\u3057\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u6c0f\u540d\u3068\u4f1a\u793e\u540d\u304c\u4e00\u81f4\u3057\u3001\u671f\u9593\u306e\u305a\u308c\u304c\u57fa\u6e96\u306e\u7bc4\u56f2\u5185\u3067\u3001\u57fa\u6e96\u306e\u8a18\u8f09\u304c\u305d\u308d\u3063\u3066\u3044\u308b |\n| `period_mismatch` | \u5165\u793e\u65e5\u304b\u9000\u8077\u65e5\u304c\u3001\u53f0\u5e33\u306e\u8077\u6b74\u3068\u57fa\u6e96\u3092\u8d85\u3048\u3066\u305a\u308c\u308b |\n| `name_mismatch` | \u6c0f\u540d\u304b\u4f1a\u793e\u540d\u304c\u3001\u53f0\u5e33\u306b\u3082\u5225\u540d\u306e\u4e00\u89a7\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n| `missing_item` | \u671f\u9593\u30fb\u8077\u4f4d\u30fb\u8077\u52d9\u5185\u5bb9\u30fb\u767a\u884c\u5143\u30fb\u7f72\u540d\u8005\u306e\u3044\u305a\u308c\u304b\u304c `missing` |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5728\u8077\u8a3c\u660e\u66f8\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u7d39\u4ecb\u5148\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u6271\u3044\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30ab\u30c6\u30b4\u30ea\u30fc1\u30682\u306e\u7d39\u4ecb\u5148\u3067\u306f\u3001`missing_item` \u3092\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3067\u306f\u306a\u304f\u8a18\u9332\u3060\u3051\u306b\u3057\u3001**\u30ab\u30c6\u30b4\u30ea\u30fc3\u30684\u306e\u7d39\u4ecb\u5148\u3067\u306f\u3001\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u4e26\u3079\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8a33\u6587\u3092\u4f5c\u308b\u4eba\u306f\u3001`start_date_raw` \u3068 `start_date` \u3092\u4e26\u3079\u3066\u898b\u308c\u3070\u3001**\u89e3\u91c8\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u306a\u304c\u3089\u8a33\u305b\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u8a3c\u660e\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 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d |\n| \u5019\u88dc\u8005\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u6c0f\u540d\u3068\u8077\u6b74\u306e\u884c\u3092\u5f15\u304f |\n| \u7d39\u4ecb\u5148\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u533a\u5206\u3068\u5c31\u304f\u4e88\u5b9a\u306e\u696d\u52d9\u3092\u5f15\u304f |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u8a3c\u660e\u66f8\u3054\u3068\u306e\u5370\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u5019\u88dc\u8005\u53f0\u5e33\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8a3c\u660e\u66f8\u306e\u671f\u9593\u306b\u5408\u308f\u305b\u3066\u53f0\u5e33\u306e\u8077\u6b74\u3092\u76f4\u3059\u304b\u306f\u3001**\u5019\u88dc\u8005\u306b\u4e8b\u60c5\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u53f0\u5e33\u304b\u3089\u6d88\u3048\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3067\u3059\u3002** `ok` \u306e\u3082\u306e\u306f\u3001\u671f\u9593\u3068\u8077\u4f4d\u3092\u4e26\u3079\u305f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u8aad\u3081\u306a\u3044\u7f72\u540d\u8005\u3084\u9806\u5e8f\u306e\u6c7a\u307e\u3089\u306a\u3044\u65e5\u4ed8\u3092\u3001\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`period_mismatch` \u3068 `name_mismatch` \u306e\u7406\u7531\u3092\u5019\u88dc\u8005\u306b\u805e\u304f** \u2026 \u8a66\u7528\u671f\u9593\u306e\u6271\u3044\u3001\u793e\u540d\u306e\u5909\u66f4\u3001\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u3078\u306e\u8ee2\u7c4d\u306a\u3069\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`missing_item` \u306e\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u3001\u5019\u88dc\u8005\u306b\u9001\u308a\u307e\u3059\n4. **\u7533\u8acb\u306b\u4f7f\u3048\u308b\u304b\u3092\u8cac\u4efb\u8005\u3068\u5c02\u9580\u5bb6\u306b\u4e0a\u3052\u308b** \u2026 \u305d\u308d\u3063\u305f\u8a3c\u660e\u66f8\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u4e26\u3079\u3066\u6e21\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u53f0\u5e33\u306e\u5074\u3092\u76f4\u3059\u3068\u304d\u306f\u3001\u76f4\u3057\u305f\u7406\u7531\u3092\u6b8b\u3057\u307e\u3059\u3002** \u300c\u8a3c\u660e\u66f8\u306f\u5165\u793e\u65e5\u3092\u6b63\u793e\u54e1\u767b\u7528\u306e\u65e5\u3067\u66f8\u3044\u3066\u3044\u308b\u300d\u306e\u3088\u3046\u306b\u7406\u7531\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001**\u7533\u8acb\u306e\u66f8\u985e\u3069\u3046\u3057\u3067\u671f\u9593\u3092\u8aac\u660e\u3067\u304d\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**\u5019\u88dc\u8005\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u8a3c\u660e\u66f8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u9000\u8077\u65e5\u304c\u7121\u304f\u3001\u5728\u8077\u4e2d\u3068\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `missing`\u3002**\u65e5\u4ed8\u3092\u88dc\u308f\u305a\u3001\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u767a\u884c\u56fd\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| \u30ec\u30bf\u30fc\u30d8\u30c3\u30c9\u3068\u7f72\u540d\u6b04\u306e\u4f1a\u793e\u540d\u304c\u9055\u3046 | \u4e21\u65b9\u3092\u8a18\u9332\u3057\u3001`name_mismatch` \u3067\u4eba\u3078 |\n| \u63a8\u85a6\u72b6\u3084\u7d66\u4e0e\u660e\u7d30\u304c\u9001\u3089\u308c\u3066\u304f\u308b | `document_type` \u3092\u898b\u3066\u3001\u5728\u8077\u8a3c\u660e\u66f8\u306e\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u524d\u8077\u306e\u4f1a\u793e\u304c\u7121\u304f\u306a\u3063\u3066\u3044\u308b | \u53d6\u308a\u76f4\u3057\u304c\u3067\u304d\u306a\u3044\u3002**\u5c02\u9580\u5bb6\u306b\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u76f8\u8ac7\u3059\u308b** |\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\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u7167\u5408\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u671f\u9593\u3068\u3044\u30461\u3064\u306e\u5024\u306e\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a3c\u660e\u66f8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5019\u88dc\u8005ID\u3001\u8077\u6b74\u306e\u884c\u756a\u53f7\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\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u53f0\u5e33\u306e\u8077\u6b74\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3001\u5225\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- **\u62c5\u5f53\u8005\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u5019\u88dc\u8005\u304b\u3089\u805e\u3044\u305f\u7406\u7531**\n- \u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u3068\u3001\u65b0\u3057\u3044\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**\u4fdd\u5b58\u306e\u671f\u9593\u3068\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306b\u306f\u5019\u88dc\u8005\u306e\u8077\u6b74\u3068\u3001\u7f72\u540d\u8005\u306e\u6c0f\u540d\u3084\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u5185\u5b9a\u3092\u8f9e\u9000\u3057\u305f\u5019\u88dc\u8005\u306e\u8a3c\u660e\u66f8\u3092\u3044\u3064\u6d88\u3059\u304b\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u904e\u53bb\u306b\u53d7\u3051\u53d6\u3063\u305f\u8a3c\u660e\u66f8\u304b\u308920\u901a\u3092\u9078\u3076\uff08**\u9000\u8077\u65e5\u304c\u7121\u3044\u3082\u306e\u3001\u671f\u9593\u4e2d\u306b\u8077\u4f4d\u304c\u5909\u308f\u3063\u305f\u3082\u306e\u3001\u65e5\u4ed8\u304c `03\/04\/2021` \u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u306e\u3082\u306e\u3001\u63a8\u85a6\u72b6**\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\u3053\u306e\u8a3c\u660e\u66f8\u306e\u767a\u884c\u5143\u3001\u6c0f\u540d\u3001\u5165\u793e\u65e5\u3001\u9000\u8077\u65e5\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u767a\u884c\u65e5\u3001\u7f72\u540d\u8005\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3001\u307b\u304b\u306e\u65e5\u4ed8\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8077\u52d9\u5185\u5bb9\u306f\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5019\u88dc\u8005\u53f0\u5e33\u306e\u8077\u6b74\u3068\u624b\u3067\u898b\u6bd4\u3079\u308b\n\n**20\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u9000\u8077\u65e5\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3057\u306a\u3044\u304b\u3001\u63a8\u85a6\u72b6\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u671f\u9593\u3068\u8077\u52d9\u5185\u5bb9\u3092\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u9000\u8077\u65e5\u3092\u5c65\u6b74\u66f8\u3084\u767a\u884c\u65e5\u3067\u88dc\u3063\u305f | \u88dc\u5b8c\u3092\u7981\u3058\u308b\u6307\u793a\u3092\u8db3\u3059\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3057\u305f | \u539f\u6587\u306e\u307e\u307e\u7b87\u6761\u3067\u8fd4\u3055\u305b\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u8a3c\u660e\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u53f0\u5e33\u3068\u7167\u5408\u3057\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u4e0d\u8db3\u306b\u5370\u3092\u4ed8\u3051\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u306e\u8a18\u9332\u3001\u7167\u5408\u3001\u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d","full_setup":"\u4e0a\u8a18\uff0b\u5019\u88dc\u8005\u304c\u66f8\u985e\u3092\u9001\u308b\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306e\u81ea\u52d5\u306e\u53d7\u4ed8\u3001\u8a33\u6587\u306e\u4e0b\u66f8\u304d\u3001\u7533\u8acb\u306e\u66f8\u985e\u4e00\u5f0f\u306e\u76ee\u9332\u306e\u4f5c\u6210 \uff0f \u66f8\u985e\u306e\u53d7\u4ed8\u304b\u3089\u7533\u8acb\u306e\u6e96\u5099\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u5370\u306e\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3092\u78ba\u304b\u3081\u3066\u53d6\u308a\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\u3002**1\u4ef630\u5206\u304c10\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u53d7\u4ed8\u3068\u8a33\u6587\u3067\u3059\u3002** \u5019\u88dc\u8005\u304c\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u8077\u6b74\u306e\u884c\u3092\u9078\u3093\u3067\u8a3c\u660e\u66f8\u3092\u9001\u308c\u3070\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u4ed8\u3051\u308b\u4f5c\u696d\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002**\u8a33\u6587\u306f\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3057\u3001\u8a33\u3057\u305f\u4eba\u304c\u539f\u6587\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4ed5\u4e0a\u3052\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`name_mismatch` \u304c\u51fa\u3084\u3059\u3044\u56fd\u3068\u4f1a\u793e\u306e\u66f8\u304d\u65b9\u3068\u3001\u8a18\u8f09\u306e\u57fa\u6e96\u3067\u8ff7\u3046\u9805\u76ee\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u5225\u540d\u306e\u4e00\u89a7\u3068\u57fa\u6e96\u3092\u6574\u3048\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u9000\u8077\u65e5\u3092\u5c65\u6b74\u66f8\u306e\u65e5\u4ed8\u3067\u88dc\u3046 | **\u88dc\u5b8c\u3092\u7981\u3058\u3001`missing` \u3067\u4eba\u3078** |\n| \u6700\u5f8c\u306e\u8077\u4f4d\u3060\u3051\u3092\u53d6\u3063\u3066\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u308b | \u8077\u4f4d\u3092\u5168\u90e8\u4e26\u3079\u3066\u53d6\u308a\u3001\u53f0\u5e33\u306e\u884c\u3068\u898f\u5247\u3067\u7167\u3089\u3059 |\n| \u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3057\u3066\u5224\u65ad\u306e\u8a00\u8449\u304c\u843d\u3061\u308b | \u539f\u6587\u306e\u307e\u307e\u7b87\u6761\u3067\u6b8b\u3059 |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u53d6\u308a\u9055\u3048\u308b | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\u65e5\u4ed8\u306f\u89e3\u91c8\u3055\u305b\u305a\u3001\u539f\u6587\u3092\u6b8b\u3059 |\n| \u63a8\u85a6\u72b6\u3092\u5728\u8077\u8a3c\u660e\u66f8\u3068\u3057\u3066\u6271\u3046 | \u66f8\u985e\u306e\u7a2e\u985e\u3092\u53d6\u308a\u51fa\u3055\u305b\u3001\u9055\u3048\u3070\u4eba\u3078 |\n| \u4f1a\u793e\u540d\u306e\u8868\u8a18\u306e\u9055\u3044\u3067\u4e0d\u4e00\u81f4\u304c\u51fa\u3059\u304e\u308b | \u5225\u540d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u4e00\u89a7\u306b\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u540c\u3058\u4f1a\u793e\u3068\u3059\u308b |\n| \u5199\u771f\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306e\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | \u524d\u8077\u304b\u3089\u53d7\u3051\u53d6\u3063\u305fPDF\u3092\u9001\u308b\u3088\u3046\u5019\u88dc\u8005\u306b\u6848\u5185\u3059\u308b |\n| \u53f0\u5e33\u306e\u8077\u6b74\u3092\u81ea\u52d5\u3067\u76f4\u3059 | \u76f4\u3059\u306e\u306f\u7406\u7531\u3092\u805e\u3044\u305f\u62c5\u5f53\u8005\u3002**\u81ea\u52d5\u3067\u306f\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\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\u300c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u305d\u306e\u307e\u307e\u53d6\u308b\u300d\u3092\u5d29\u3059\u5931\u6557\u3067\u3001**\u88dc\u3063\u305f\u308a\u7d5e\u3063\u305f\u308a\u3057\u305f\u77ac\u9593\u306b\u3001\u7167\u5408\u304c\u610f\u5473\u3092\u5931\u3044\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5019\u88dc\u8005\u306e\u6c0f\u540d\u3001\u8077\u6b74\u3001\u8077\u4f4d\u3001\u8077\u52d9\u5185\u5bb9\u3001\u305d\u3057\u3066\u524d\u8077\u306e\u7f72\u540d\u8005\u306e\u6c0f\u540d\u3068\u9023\u7d61\u5148\u3067\u3059\u3002**\u63a1\u7528\u306e\u5224\u65ad\u306b\u95a2\u308f\u308b\u500b\u4eba\u306e\u60c5\u5831\u3067\u3001\u5019\u88dc\u8005\u672c\u4eba\u304b\u3089\u9810\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\n\n1. **\u5229\u7528\u306e\u76ee\u7684\u3092\u5019\u88dc\u8005\u306b\u4f1d\u3048\u3001\u540c\u610f\u3092\u53d6\u308b** \u2026 \u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u306b\u4f7f\u3046\u3053\u3068\u3001\u5916\u90e8\u306e\u30af\u30e9\u30a6\u30c9\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u3092\u3001**\u66f8\u985e\u3092\u53d7\u3051\u53d6\u308b\u524d\u306b\u4f1d\u3048\u307e\u3059**\n2. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8aad\u307f\u53d6\u308a\u306b\u5fc5\u8981\u306a\u3082\u306e\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u8a3c\u660e\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u53f0\u5e33\u306e\u8077\u6b74\u3001\u7d39\u4ecb\u5148\u306e\u60c5\u5831\u3001\u9078\u8003\u306e\u8a55\u4fa1\u306f\u6e21\u3057\u307e\u305b\u3093**\n3. **\u672c\u7269\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u8a18\u8f09\u306e\u7167\u5408\u307e\u3067\u3067\u3001**\u8a3c\u660e\u66f8\u306e\u771f\u6b63\u306e\u78ba\u8a8d\u306f\u8cac\u4efb\u8005\u304c\u524d\u8077\u3078\u306e\u78ba\u8a8d\u3092\u542b\u3081\u3066\u884c\u3044\u307e\u3059**\n4. **\u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u3092\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u8981\u4ef6\u306b\u5f53\u305f\u308b\u304b\u306f**\u7533\u8acb\u3092\u53d6\u308a\u6b21\u3050\u5c02\u9580\u5bb6\u304c\u5224\u65ad\u3057\u307e\u3059**\n5. **\u8f9e\u9000\u8005\u306e\u30c7\u30fc\u30bf\u3092\u6b8b\u3057\u3059\u304e\u306a\u3044** \u2026 \u5185\u5b9a\u3092\u8f9e\u9000\u3057\u305f\u5019\u88dc\u8005\u306e\u8a3c\u660e\u66f8\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3001**\u6c7a\u3081\u305f\u671f\u9593\u3067\u6d88\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3057\u305f\u307e\u307e\u7533\u8acb\u306e\u66f8\u985e\u3092\u7d44\u3080\u3053\u3068\u3068\u3001\u6b63\u3057\u3044\u7d4c\u6b74\u3092\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u5019\u88dc\u8005\u306b\u554f\u3044\u305f\u3060\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u88dc\u5b8c\u304b\u3089\u3001\u5f8c\u8005\u306f\u8868\u8a18\u306e\u9055\u3044\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3057\u3001\u7167\u5408\u306f\u898f\u5247\u3068\u5225\u540d\u306e\u4e00\u89a7\u3067\u884c\u3046\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u6d77\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u5c02\u9580\u8077\u3092\u65e5\u672c\u306e\u4f01\u696d\u306b\u7d39\u4ecb\u3059\u308b\u4eba\u6750\u7d39\u4ecb\u4f1a\u793e\u3068\u3001\u6d77\u5916\u304b\u3089\u76f4\u63a5\u63a1\u7528\u3059\u308bIT\u4f01\u696d\u30fb\u30e1\u30fc\u30ab\u30fc\u3002\u5185\u5b9a\u5f8c\u306e\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u5411\u3051\u3066\u3001\u5019\u88dc\u8005\u306e\u524d\u8077\u304b\u3089\u82f1\u6587\u306e\u5728\u8077\u8a3c\u660e\u66f8\u3092\u96c6\u3081\u3001\u5728\u7c4d\u671f\u9593\u3084\u8077\u52d9\u5185\u5bb9\u3092\u5c65\u6b74\u66f8\u3068\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u304c\u6bce\u6708\u6570\u5341\u4ef6\u304b\u3089\u767e\u4ef6\u4ee5\u4e0a\u3042\u308b\u5834\u5408\u3002\u8a3c\u660e\u66f8\u306e\u66f8\u5f0f\u304c\u56fd\u3068\u4f1a\u793e\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3001\u3069\u3053\u306b\u671f\u9593\u3084\u8077\u52d9\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6d77\u5916\u304b\u3089\u306e\u63a1\u7528\u304c\u5e74\u306b\u6570\u540d\u306e\u4f01\u696d\u3002\u5728\u8077\u8a3c\u660e\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u30d9\u30c8\u30ca\u30e0\u8a9e\u30fb\u65e5\u672c\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u5019\u88dc\u8005\u304c\u4e2d\u5fc3\u306e\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3067\u3059\uff09\u3002\u306a\u304a\u3001\u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3069\u3046\u304b\u3001\u5728\u7559\u8cc7\u683c\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3069\u3046\u304b\u3001\u63a1\u7528\u3092\u9032\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u7533\u8acb\u3092\u53d6\u308a\u6b21\u3050\u5c02\u9580\u5bb6\u304c\u884c\u3046\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u8a18\u8f09\u306e\u57fa\u6e96\u30921\u679a\u306e\u8868\u306b\u3059\u308b**\n\n4\u540d\u304c\u305d\u308c\u305e\u308c\u898b\u3066\u3044\u308b\u9805\u76ee\u3092\u66f8\u304d\u51fa\u3057\u3001**\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3079\u304d\u8a18\u8f09\u3068\u3001\u8db3\u308a\u306a\u3044\u3068\u304d\u306e\u6271\u3044**\u30921\u679a\u306e\u8868\u306b\u3057\u307e\u3059\u3002\u7533\u8acb\u3092\u53d6\u308a\u6b21\u3050\u5c02\u9580\u5bb6\u306b\u898b\u3066\u3082\u3089\u3044\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u901a\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u8a3c\u660e\u66f8\u304b\u308920\u901a\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u9000\u8077\u65e5\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u8077\u52d9\u5185\u5bb9\u3092\u8981\u7d04\u3057\u306a\u3044\u304b\u3001\u63a8\u85a6\u72b6\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5225\u540d\u306e\u4e00\u89a7\u3068\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308b**\n\n\u904e\u53bb\u306e\u8a3c\u660e\u66f8\u304b\u3089\u3001\u4f1a\u793e\u540d\u306e\u66f8\u304d\u65b9\u306e\u5225\u540d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002**\u4fdd\u5b58\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5019\u88dc\u8005ID\u3068\u8077\u6b74\u306e\u884c\u756a\u53f7\u3092\u4ed8\u3051\u308b\u6c7a\u307e\u308a**\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4e00\u89a7\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\u5370\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30fc3\u30684\u306e\u7d39\u4ecb\u5148\u306b\u5165\u308b\u5019\u88dc\u8005\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u5168\u5019\u88dc\u8005\u306b\u5e83\u3052\u3001`period_mismatch` \u3068 `name_mismatch` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u5225\u540d\u306e\u4e00\u89a7\u3068\u57fa\u6e96\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u53d6\u308a\u76f4\u3057\u306e\u4f9d\u983c\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef630\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7533\u8acb\u306e\u66f8\u985e\u3092\u7d44\u3080\u6bb5\u3067\u4e0d\u8db3\u304c\u898b\u3064\u304b\u308b\u3053\u3068\u304c\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0507","UC-0667","UC-0847","UC-0485"],"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":4556,"slug":"saiyo-koho-marketing","title":"\u63a1\u7528\u5e83\u5831\u306f\u30de\u30fc\u30b1\u306e\u4ed5\u4e8b\u306a\u306e\u304b\uff5c\u767a\u4fe1\u306e\u8cc7\u7523\u3092\u5171\u6709\u3059\u308b"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| 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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\uff0fSIGNATURES\uff0fLAYOUT\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| 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