{"id":15073,"date":"2026-10-09T14:12:11","date_gmt":"2026-10-09T05:12:11","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-proof-of-delivery-check\/"},"modified":"2026-10-09T14:12:11","modified_gmt":"2026-10-09T05:12:11","slug":"en-proof-of-delivery-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-proof-of-delivery-check\/","title":{"rendered":"\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\uff08POD\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u500b\u6570\u30fb\u30ea\u30de\u30fc\u30af\u3092\u51fa\u8377\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u3066\u3001\u8acb\u6c42\u306e\u524d\u306b\u672a\u7740\u30fb\u6570\u91cf\u9055\u3044\u30fb\u7834\u640d\u306e\u8a18\u8f09\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\uff08POD\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u500b\u6570\u30fb\u30ea\u30de\u30fc\u30af\u3092\u51fa\u8377\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u51fa\u8377\u306e\u8a18\u9332\u3068\u7167\u3089\u3057\u3001\u672a\u7740\u30fb\u6570\u91cf\u9055\u3044\u30fb\u7834\u640d\u3084\u4e0d\u8db3\u306e\u8a18\u8f09\u304c\u3042\u308b\u51fa\u8377\u3092\u3001\u9867\u5ba2\u3078\u8acb\u6c42\u3059\u308b\u524d\u306b\u62fe\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1185","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-09","tech_verified_date":"2026-10-09","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPOD\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** POD\u306f\u63d0\u643a\u5148\u3054\u3068\u306b\u5c4a\u304f\u65e5\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u914d\u9054\u306e\u7fcc\u65e5\u306b\u6765\u308b\u3082\u306e\u3082\u3042\u308c\u3070\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u6765\u308b\u3082\u306e\u3082\u3042\u308b\u305f\u3081\u3001**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u5c4a\u3044\u305f\u65e5\u306b\u8aad\u3081\u3070\u3001\u7834\u640d\u306e\u8a18\u8f09\u306b\u6c17\u3065\u304f\u306e\u304c\u6700\u5927\u30671\u304b\u6708\u65e9\u304f\u306a\u308a\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3073\u76f4\u3057\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u540c\u3058POD\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u63d0\u643a\u5148\u306e\u30b3\u30fc\u30c9\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u3069\u306e\u63d0\u643a\u5148\u306ePOD\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u901a\u77e5\u306e\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308a\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u672a\u7740\u306e\u4e00\u89a7\u306f\u3001\u5225\u306e\u30c8\u30ea\u30ac\u30fc\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** \u6bce\u671d\u306e\u5b9a\u6642\u306b\u51fa\u8377\u53f0\u5e33\u3092\u8aad\u307f\u3001\u914d\u9054\u4e88\u5b9a\u65e5\u304b\u3089\u63d0\u643a\u5148\u3054\u3068\u306b\u6c7a\u3081\u305f\u65e5\u6570\u3092\u904e\u304e\u3066\u3082POD\u306e\u7121\u3044\u51fa\u8377\u3092\u6570\u3048\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| POD\u306e\u30d5\u30a1\u30a4\u30eb | \u904b\u9001\u72b6\u756a\u53f7\u3001\u53d7\u53d6\u4eba\u3001\u53d7\u9818\u65e5\u6642\u3001\u53d7\u9818\u500b\u6570\u3001\u7f72\u540d\u3001\u30ea\u30de\u30fc\u30af | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u306e\u884c\u3068\u5358\u8a9e\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3001**\u4fe1\u983c\u5ea6**\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b | AWS Textract |\n| \u51fa\u8377\u53f0\u5e33 | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u4e3b\u3001\u5c4a\u3051\u5148\u306e\u4f1a\u793e\u540d\u3068\u4f4f\u6240\u3001\u51fa\u8377\u500b\u6570\u3001\u91cd\u91cf\u3001\u914d\u9054\u4e88\u5b9a\u65e5\u3001\u63d0\u643a\u5148 | \u8f38\u51fa\u6848\u4ef6\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b |\n| \u63d0\u643a\u5148\u306e\u4e00\u89a7 | \u63d0\u643a\u5148\u306e\u30b3\u30fc\u30c9\u3001POD\u306e\u9001\u308a\u65b9\uff08\u90fd\u5ea6\u30fb\u307e\u3068\u3081\u3066\uff09\u3001\u672a\u7740\u3068\u307f\u306a\u3059\u65e5\u6570 | \u696d\u52d9\u62c5\u5f53\u304c\u6301\u3064\u4e00\u89a7 |\n| \u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7 | \u300cdented\u300d\u300ccrushed\u300d\u300ctorn\u300d\u306a\u3069\u306e\u6587\u8a00\u3068\u533a\u5206\u306e\u5bfe\u5fdc | \u62c5\u5f53\u8005\u304c\u80b2\u3066\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u51fa\u8377\u53f0\u5e33\u306b\u904b\u9001\u72b6\u756a\u53f7\u3068\u51fa\u8377\u500b\u6570\u304c\u7121\u3051\u308c\u3070\u7167\u5408\u304c\u3067\u304d\u305a\u3001\u63d0\u643a\u5148\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u672a\u7740\u306e\u65e5\u6570\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001\u7565\u8a9e\u3084\u73fe\u5730\u306e\u8a00\u3044\u56de\u3057\u3092\u8ff7\u308f\u305a\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002","data_source":"\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306ePOD\u3092 `needs_human` \u306b\u3057\u307e\u3059\u3002\n\n\u8cea\u554f\uff08Queries\uff09\u306f `QueriesConfig` \u306b\u4e26\u3079\u307e\u3059\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u306f1\u30da\u30fc\u30b8\u306b30\u554f\u307e\u3067\u6295\u3052\u3089\u308c\u307e\u3059\u3002POD\u306b\u6295\u3052\u308b\u8cea\u554f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u5225\u540d\uff08Alias\uff09 | \u8cea\u554f\u306e\u6587 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `WAYBILL_NO` | What is the waybill or tracking number? | \u51fa\u8377\u53f0\u5e33\u3092\u5f15\u304f\u9375 |\n| `RECEIVED_BY` | Who received the shipment? | \u53d7\u53d6\u4eba\u306e\u540d\u524d |\n| `DELIVERY_DATE` | What is the delivery date? | \u53d7\u9818\u65e5 |\n| `DELIVERY_TIME` | What is the delivery time? | \u53d7\u9818\u6642\u523b |\n| `PIECES_RECEIVED` | How many pieces were received? | \u53d7\u9818\u500b\u6570 |\n| `REMARKS` | What are the remarks or exceptions noted? | \u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00 |\n\n**\u8cea\u554f\u3078\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u306e\u6b04\u304c\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u30ea\u30de\u30fc\u30af\u304c\u7121\u3051\u308c\u3070 `REMARKS` \u306f\u7a7a\u3067\u8fd4\u308a\u3001**\u305d\u306e\u4e8b\u5b9f\u3092\u8a18\u9332\u306b\u6b8b\u305b\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY_RESULT` \u306e `Text` \u3068 `Confidence` | 6\u9805\u76ee\u306e\u5024\u306e\u5019\u88dc |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET`\uff08KEY \u3068 VALUE\uff09 | \u8cea\u554f\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u88dc\u3046 |\n| \u7f72\u540d | `SIGNATURE` \u306e\u4f4d\u7f6e\u3068 `Confidence` | \u53d7\u9818\u306e\u7f72\u540d\u304c\u3042\u308b\u304b |\n| \u624b\u66f8\u304d\u304b\u5370\u5b57\u304b | `WORD` \u306e `TextType`\uff08`HANDWRITING`\uff0f`PRINTED`\uff09 | \u30ea\u30de\u30fc\u30af\u304c\u624b\u66f8\u304d\u3067\u66f8\u304d\u52a0\u3048\u3089\u308c\u305f\u304b\u306e\u624b\u304c\u304b\u308a |\n| \u30da\u30fc\u30b8\u756a\u53f7\u3068\u4f4d\u7f6e | `Page` \u3068 `Geometry` | \u539f\u672c\u306e\u8a72\u5f53\u7b87\u6240\u306b\u623b\u308b\u624b\u304c\u304b\u308a |\n\n**\u7f72\u540d\u306f\u300c\u3042\u308b\u304b\u3069\u3046\u304b\u3068\u3001\u3069\u3053\u306b\u3042\u308b\u304b\u300d\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** `SIGNATURE` \u306e\u30d6\u30ed\u30c3\u30af\u306f\u3001\u30da\u30fc\u30b8\u4e0a\u3067\u691c\u51fa\u3055\u308c\u305f\u7f72\u540d\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\u3082\u306e\u3067\u3001**\u8ab0\u304c\u7f72\u540d\u3057\u305f\u304b\u3001\u672c\u7269\u304b\u306f\u8fd4\u3057\u307e\u305b\u3093\u3002** \u53d7\u53d6\u4eba\u306e\u540d\u524d\u306f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u30ad\u30fc\u3068\u5024\u306e\u7d44\u304b\u3089\u53d6\u308a\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3068\u306f\u5225\u306b\u6271\u3044\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6587\u66f8\u306e\u5206\u6790\u306f JPEG\u3001PNG\u3001TIFF\u3001PDF \u3092\u6271\u3044\u307e\u3059\u3002HEIC \u306a\u3069\u3067\u5c4a\u3044\u305f\u5199\u771f\u306f JPEG \u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u63d0\u643a\u5148\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u6708\u672b\u306e\u307e\u3068\u3081\u9001\u308a\u3067\u30011\u3064\u306ePDF\u306b\u6570\u5341\u4ef6\u306ePOD\u304c\u7db4\u3058\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** 1\u4ef6\u3054\u3068\u306e\u30da\u30fc\u30b8\u306b\u5206\u3051\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\u3002**\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u7aef\u672b\u306e\u753b\u9762\u3092\u5c0f\u3055\u304f\u5199\u3057\u305f\u5199\u771f\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059**\n5. **\u51fa\u8377\u53f0\u5e33\u306e\u6e96\u5099** \u2026 \u7167\u5408\u7528\u306b\u3001\u76f4\u8fd13\u304b\u6708\u306e\u51fa\u8377\u53f0\u5e33\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u307e\u3068\u3081\u9001\u308a\u306ePDF\u3092\u305d\u306e\u307e\u307e\u8aad\u3080\u3068\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u304c1\u4ef6\u76ee\u306ePOD\u306e\u3082\u306e\u3060\u3051\u306b\u306a\u308a\u3001**\u6b8b\u308a\u306e\u51fa\u8377\u304c\u300cPOD\u304c\u7121\u3044\u300d\u307e\u307e\u672a\u7740\u306e\u4e00\u89a7\u306b\u8f09\u308a\u307e\u3059\u3002** \u904b\u9001\u72b6\u756a\u53f7\u304c\u66f8\u304b\u308c\u305f\u4f4d\u7f6e\u3067\u30da\u30fc\u30b8\u3092\u5207\u308a\u5206\u3051\u30011\u4ef6\u305a\u3064\u8aad\u307f\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u76f4\u3057\u3001\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u533a\u5206\u306b\u5206\u3051\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u904b\u9001\u72b6\u756a\u53f7 | HAWB\uff0fHBL \u306e\u756a\u53f7\u3002\u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3068\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u3042\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found`\u3001\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u53d7\u53d6\u4eba | \u53d7\u3051\u53d6\u3063\u305f\u4eba\u306e\u540d\u524d\uff08\u6d3b\u5b57\u304b\u624b\u66f8\u304d\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u53d7\u9818\u65e5\u6642 | \u53d7\u9818\u306e\u65e5\u4ed8\u3068\u6642\u523b | \u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u53d7\u9818\u500b\u6570 | \u53d7\u3051\u53d6\u3063\u305f\u500b\u6570 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u305a `not_found` |\n| \u30ea\u30de\u30fc\u30af\u306e\u533a\u5206 | `none`\u30fb`damage`\u30fb`shortage`\u30fb`wet`\u30fb`refused`\u30fb`other` | \u6587\u8a00\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306b\u306f\u3001\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6e21\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u6587\u8a00\u306a\u3089\u3001\u305d\u306e\u533a\u5206\u3092\u4f7f\u3044\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u6587\u8a00\u304b\u3089\u533a\u5206\u3092\u9078\u3073\u3001**\u305d\u306e\u884c\u306b\u306f `new_term` \u306e\u5370\u3092\u4ed8\u3051\u3066\u4eba\u306b\u78ba\u304b\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u300cOK\u300d\u300cGood order\u300d\u300cRcvd in good condition\u300d\u306f `none` \u306b\u3001\u300cSubject to inspection\u300d\u300cSTC\uff08said to contain\uff09\u300d\u306e\u3088\u3046\u306a\u7559\u4fdd\u306e\u6587\u8a00\u306f `other` \u306b\u5165\u308c\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u53d7\u9818\u500b\u6570\u3068\u51fa\u8377\u500b\u6570\u306e\u6bd4\u8f03 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u8377\u53f0\u5e33\u3068\u7167\u3089\u3059 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u500b\u6570\u30fb\u65e5\u4ed8\u306e\u88dc\u5b8c | \u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u308b\u3068\u3001\u4e0d\u8db3\u306e\u8a18\u9332\u304c\u6d88\u3048\u308b |\n| \u7f72\u540d\u304c\u3042\u308b\u304b\u306e\u5224\u65ad | OCR\u304c\u8fd4\u3057\u305f `SIGNATURE` \u3067\u6c7a\u3081\u308b |\n| \u7834\u640d\u306e\u7a0b\u5ea6\u3084\u8cac\u4efb\u306e\u5224\u65ad | \u7533\u3057\u7acb\u3066\u308b\u304b\u3001\u8ab0\u306e\u8cac\u4efb\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n| \u7559\u4fdd\u306e\u6587\u8a00\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u5bc4\u305b\u308b | \u5f8c\u304b\u3089\u7834\u640d\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u306e\u624b\u304c\u304b\u308a\u304c\u6d88\u3048\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u53d7\u9818\u500b\u6570\u306e\u6b04\u304c\u7a7a\u3044\u3066\u3044\u308b\u3068\u3001AI\u306f\u300c\u5168\u6570\u53d7\u9818\u300d\u306e\u60f3\u5b9a\u3067\u57cb\u3081\u304c\u3061\u3067\u3001**\u305d\u306e\u77ac\u9593\u306b\u4e0d\u8db3\u306e\u7591\u3044\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u56fd\u969b\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u306e\u8f38\u51fa\u696d\u52d9\u8ab2\u3067\u3001\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\uff08POD\uff09\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u305d\u308d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u904b\u9001\u72b6\u756a\u53f7\u30fb\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u30fb\u53d7\u9818\u6642\u523b\u30fb\u53d7\u9818\u500b\u6570\u3092\u3001\u539f\u6587\u306e\u307e\u307e\u5199\u3059\n2. \u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3001\u4e0b\u306e\u533a\u5206\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u9078\u3076\n3. \u5404\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306e\u6c7a\u307e\u308a\u3011\n- \u307e\u305a\u300c\u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u6587\u8a00\u306a\u3089\u305d\u306e\u533a\u5206\u3092\u4f7f\u3046\n- \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u6587\u8a00\u304b\u3089\u533a\u5206\u3092\u9078\u3073\u3001term \u3092 \"new_term\" \u306b\u3059\u308b\n- none ...... \u7570\u5e38\u304c\u7121\u3044\u65e8\u306e\u8a18\u8f09\uff08Good order \u306a\u3069\uff09\u3001\u307e\u305f\u306f\u30ea\u30de\u30fc\u30af\u306e\u6b04\u304c\u7a7a\n- damage .... \u7834\u640d\u30fb\u3078\u3053\u307f\u30fb\u3064\u3076\u308c\u30fb\u7834\u308c\u306e\u8a18\u8f09\n- shortage .. \u4e0d\u8db3\u30fb\u6b20\u54c1\u30fb\u500b\u6570\u306e\u9055\u3044\u306e\u8a18\u8f09\n- wet ....... \u6fe1\u308c\u30fb\u6c34\u6fe1\u308c\u306e\u8de1\u306e\u8a18\u8f09\n- refused ... \u53d7\u53d6\u306e\u62d2\u5426\u306e\u8a18\u8f09\n- other ..... \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u8a18\u8f09\u3002Subject to inspection \u306a\u3069\u306e\u7559\u4fdd\u3082\u3053\u3053\u306b\u5165\u308c\u308b\n- \u6587\u5b57\u304c\u8aad\u3081\u305a\u533a\u5206\u3092\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"unreadable\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u53d7\u9818\u500b\u6570\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 \"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u51fa\u8377\u500b\u6570\u3084\u300c\u5168\u6570\u300d\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u9818\u500b\u6570\u3068\u51fa\u8377\u500b\u6570\u3092\u6bd4\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e0d\u8db3\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7559\u4fdd\u306e\u6587\u8a00\u3092 none \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7f72\u540d\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7f72\u540d\u306e\u5224\u5b9a\u306f\u5225\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n- \u7834\u640d\u306e\u7a0b\u5ea6\u3001\u8cac\u4efb\u306e\u6240\u5728\u3001\u7533\u3057\u7acb\u3066\u306e\u8981\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u53d6\u4eba\u306e\u540d\u524d\u4ee5\u5916\u306e\u500b\u4eba\u306e\u60c5\u5831\uff08\u96fb\u8a71\u756a\u53f7\u30fb\u8eab\u5206\u8a3c\u306e\u756a\u53f7\u306a\u3069\uff09\u3092\u66f8\u304d\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3011{remark_terms}\n\u3010\u3053\u306e\u63d0\u643a\u5148\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_format}\n```\n\n**\u300c\u6bd4\u3079\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u300c10 PCS\u300d\u3068\u300c9\u300d\u304c\u4e26\u3076\u3068\u3001\u7247\u65b9\u3092\u51fa\u8377\u500b\u6570\u3068\u307f\u306a\u3057\u3066\u300c\u4e0d\u8db31\u300d\u3068\u66f8\u304f\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u6bd4\u8f03\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u8377\u53f0\u5e33\u3092\u76f8\u624b\u306b\u884c\u3044\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"file_id\": \"\",\n  \"partner_code\": \"\",\n  \"waybill_no\": { \"value\": \"\", \"status\": \"ok | not_found | ambiguous\", \"confidence\": 0, \"evidence\": \"\" },\n  \"received_by\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"delivery_date\": { \"value\": \"\", \"status\": \"ok | not_found | ambiguous\", \"confidence\": 0, \"evidence\": \"\" },\n  \"delivery_time\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"pieces_received\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"remarks\": [\n    { \"text\": \"\", \"category\": \"none | damage | shortage | wet | refused | other | unreadable\",\n      \"term\": \"alias | new_term\", \"handwritten\": true, \"confidence\": 0, \"page\": 1 }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e\u7d50\u679c\u3068 `SIGNATURE` \u306e\u691c\u51fa\u3001\u51fa\u8377\u53f0\u5e33\u3092\u5408\u308f\u305b\u3066\u3001\u51fa\u8377\u3054\u3068\u306b\u6b21\u306e\u5224\u5b9a\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `clean` | \u7f72\u540d\u304c\u3042\u308a\u3001\u53d7\u9818\u500b\u6570\u304c\u51fa\u8377\u500b\u6570\u3068\u4e00\u81f4\u3057\u3001\u30ea\u30de\u30fc\u30af\u304c\u3059\u3079\u3066 `none` |\n| `exception` | \u30ea\u30de\u30fc\u30af\u306b `damage`\u30fb`shortage`\u30fb`wet`\u30fb`refused`\u30fb`other` \u304c\u3042\u308b |\n| `mismatch` | \u53d7\u9818\u500b\u6570\u304c\u51fa\u8377\u500b\u6570\u3068\u9055\u3046\u3001\u307e\u305f\u306f\u53d7\u53d6\u4eba\u306e\u4f1a\u793e\u540d\u30fb\u53d7\u9818\u65e5\u304c\u5c4a\u3051\u5148\u30fb\u914d\u9054\u4e88\u5b9a\u3068\u5927\u304d\u304f\u9055\u3046 |\n| `needs_human` | \u7f72\u540d\u304c\u691c\u51fa\u3055\u308c\u306a\u3044\u3001`not_found`\u30fb`ambiguous`\u30fb`unreadable`\u30fb`new_term` \u304c\u3042\u308b\u3001\u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u3051\u306a\u3044 |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306fAI\u304c\u539f\u6587\u304b\u3089\u4ed8\u3051\u3001\u5224\u5b9a\u306f\u898f\u5247\u304c\u51fa\u8377\u53f0\u5e33\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u3069\u306e\u533a\u5206\u3092\u8acb\u6c42\u306e\u4fdd\u7559\u306b\u3059\u308b\u304b\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u306e\u53d7\u4fe1\u7bb1 | \u30e1\u30fc\u30eb\u306e\u30eb\u30fc\u30eb | POD\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u6587\u5b57\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u8377\u53f0\u5e33 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u3092\u5f15\u304d\u3001\u500b\u6570\u3068\u914d\u9054\u4e88\u5b9a\u65e5\u3092\u7167\u3089\u3059 |\n| \u51fa\u8377\u53f0\u5e33\u3078\u306e\u8ee2\u8a18 | \u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb | \u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u53d7\u9818\u500b\u6570\u30fb\u5224\u5b9a\u3092\u3001\u78ba\u8a8d\u306e\u6e08\u3093\u3060\u3082\u306e\u3060\u3051\u66f8\u304d\u623b\u3059 |\n| \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f | \u65e2\u5b58\u306e\u5165\u529b\u7d4c\u8def | \u8acb\u6c42\u306e\u5bfe\u8c61\u306b\u306a\u3063\u305f\u51fa\u8377\u3092\u56de\u3059 |\n\n**\u51fa\u8377\u53f0\u5e33\u3078\u306f\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** `clean` \u306e\u3082\u306e\u306f\u6bce\u65e5\u307e\u3068\u3081\u3066\u3001\u305d\u308c\u4ee5\u5916\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `exception`\u30fb`mismatch`\u30fb`needs_human` \u306e\u51fa\u8377\u3068\u3001\u672a\u7740\u306e\u4e00\u89a7\u3060\u3051\u3067\u3059\u3002** `clean` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u63d0\u643a\u5148\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e2\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`exception` \u3092\u5148\u306b\u898b\u308b** \u2026 \u539f\u672c\u3067\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u8aad\u307f\u3001\u533a\u5206\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7533\u3057\u7acb\u3066\u306e\u671f\u9650\u304c\u3042\u308b\u51fa\u8377\u306a\u306e\u3067\u3001\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u55b6\u696d\u306e\u62c5\u5f53\u3078\u77e5\u3089\u305b\u307e\u3059**\n2. **`needs_human` \u306e\u7f72\u540d\u306e\u7121\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7f72\u540d\u304c\u8584\u304f\u691c\u51fa\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u672c\u5f53\u306b\u7121\u3051\u308c\u3070\u3001\u63d0\u643a\u5148\u306b\u53d7\u9818\u306e\u8a3c\u8de1\u3092\u6c42\u3081\u307e\u3059**\n3. **`mismatch` \u306e\u500b\u6570\u3092\u78ba\u304b\u3081\u308b** \u2026 \u539f\u672c\u306e\u53d7\u9818\u500b\u6570\u3092\u8aad\u307f\u76f4\u3057\u3001\u51fa\u8377\u53f0\u5e33\u306e\u500b\u6570\uff08\u68b1\u5305\u306e\u6570\u3048\u65b9\uff09\u3068\u3082\u898b\u6bd4\u3079\u307e\u3059\n4. **\u672a\u7740\u306e\u4e00\u89a7\u3092\u63d0\u643a\u5148\u3054\u3068\u306b\u307e\u3068\u3081\u308b** \u2026 \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u51fa\u8377\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u6025\u304c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u53f0\u5e33\u304c\u30d1\u30ec\u30c3\u30c8\u3001POD\u304c\u30ab\u30fc\u30c8\u30f3\u3067\u6570\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u300c10\u300d\u3068\u300c120\u300d\u306e\u9055\u3044\u306f\u4e0d\u8db3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u63d0\u643a\u5148\u3054\u3068\u306e\u6570\u3048\u65b9\u3092\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**`unreadable` \u3067\u4eba\u306b\u56de\u3057\u3001\u63d0\u643a\u5148\u306b\u82f1\u8a9e\u3067\u306e\u8a18\u8f09\u3092\u983c\u3080** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u63d0\u643a\u5148\u306b\u983c\u3080 |\n| 1\u3064\u306ePDF\u306b\u8907\u6570\u306ePOD | \u904b\u9001\u72b6\u756a\u53f7\u306e\u4f4d\u7f6e\u3067\u30da\u30fc\u30b8\u3092\u5206\u3051\u30011\u4ef6\u305a\u3064\u8aad\u3080 |\n| \u5199\u771f\u304c\u5c0f\u3055\u304f\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | \u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u63d0\u643a\u5148\u306b\u983c\u3080 |\n| \u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u3051\u306a\u3044 | \u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002**\u63d0\u643a\u5148\u306e\u756a\u53f7\u3068\u81ea\u793e\u306e\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\u3092\u5f15\u304d\u3001\u305d\u308c\u3067\u3082\u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human`** |\n| \u7f72\u540d\u304c\u691c\u51fa\u3055\u308c\u306a\u3044 | `needs_human`\u3002\u539f\u672c\u3067\u78ba\u304b\u3081\u3001\u7121\u3051\u308c\u3070\u53d7\u9818\u306e\u8a3c\u8de1\u3092\u6c42\u3081\u308b |\n| \u53d7\u53d6\u4eba\u306e\u4f1a\u793e\u540d\u304c\u5c4a\u3051\u5148\u3068\u9055\u3046 | \u96a3\u306e\u4f1a\u793e\u3084\u7ba1\u7406\u4eba\u304c\u53d7\u3051\u53d6\u3063\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002`mismatch` \u3067\u4eba\u3078 |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001`needs_human` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** **\u51fa\u8377\u306e\u624b\u914d\u306e\u3068\u304d\u306b\u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3092\u51fa\u8377\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b**\u624b\u9806\u3092\u8db3\u3059\u3068\u6e1b\u308a\u307e\u3059\u3002","log_storage":"- POD\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u63d0\u643a\u5148\u30fb\u5143\u306e\u30e1\u30fc\u30eb\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306e\u7d50\u679c\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u51fa\u8377\u53f0\u5e33\u306e\u884c**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3084\u533a\u5206\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u55b6\u696d\u3078\u306e\u9023\u7d61\u3001\u63d0\u643a\u5148\u3078\u306e\u7167\u4f1a\u3068\u56de\u7b54\u3001\u8acb\u6c42\u3092\u4fdd\u7559\u30fb\u89e3\u9664\u3057\u305f\u65e5\u6642\n- \u63d0\u643a\u5148\u3054\u3068\u306e `needs_human` \u3068 `new_term` \u306e\u767a\u751f\u7387\u3001POD\u304c\u5c4a\u304f\u307e\u3067\u306e\u65e5\u6570\n\n**4\u3064\u76ee\u3067\u51fa\u8377\u53f0\u5e33\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u51fa\u8377\u500b\u6570\u3084\u5c4a\u3051\u5148\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u500b\u6570\u3068\u7167\u3089\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u9867\u5ba2\u3084\u63d0\u643a\u5148\u3068\u306e\u7cbe\u7b97\u306e\u3068\u304d\u306b\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":3500,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1680000,"summary":"\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\uff08POD\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u500b\u6570\u30fb\u30ea\u30de\u30fc\u30af\u3092\u51fa\u8377\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u51fa\u8377\u306e\u8a18\u9332\u3068\u7167\u3089\u3057\u3001\u672a\u7740\u30fb\u6570\u91cf\u9055\u3044\u30fb\u7834\u640d\u3084\u4e0d\u8db3\u306e\u8a18\u8f09\u304c\u3042\u308b\u51fa\u8377\u3092\u3001\u9867\u5ba2\u3078\u8acb\u6c42\u3059\u308b\u524d\u306b\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305fPOD\u306e\u6dfb\u4ed8\u3092\u958b\u304d\u3001\u30cf\u30a6\u30b9\u306e\u904b\u9001\u72b6\u756a\u53f7\uff08HAWB\uff0fHBL\uff09\u3068\u7167\u3089\u3057\u3066\u3001\u3069\u306e\u51fa\u8377\u306e\u3082\u306e\u304b\u3092\u63a2\u3059\n2. \u53d7\u53d6\u4eba\u306e\u540d\u524d\u3001\u53d7\u9818\u65e5\u3001\u53d7\u9818\u6642\u523b\u3001\u53d7\u9818\u3057\u305f\u500b\u6570\u3092\u51fa\u8377\u53f0\u5e33\u306b\u66f8\u304d\u5199\u3059\n3. \u53d7\u9818\u306e\u7f72\u540d\u304c\u3042\u308b\u304b\u3092\u76ee\u3067\u898b\u308b\n4. \u30ea\u30de\u30fc\u30af\u6b04\u3092\u898b\u3066\u3001\u7834\u640d\u30fb\u4e0d\u8db3\u30fb\u6fe1\u308c\u306a\u3069\u306e\u8a18\u8f09\u304c\u7121\u3044\u304b\u3092\u63a2\u3059\n5. \u51fa\u8377\u53f0\u5e33\u306e\u51fa\u8377\u500b\u6570\u3068\u3001POD\u306e\u53d7\u9818\u500b\u6570\u3092\u898b\u6bd4\u3079\u308b\n6. \u6c17\u306b\u306a\u308b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u55b6\u696d\u306e\u62c5\u5f53\u306b\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u308b\n7. \u914d\u9054\u306e\u5b8c\u4e86\u3092\u78ba\u304b\u3081\u305f\u51fa\u8377\u3092\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u3068\u3057\u3066\u7d4c\u7406\u306b\u56de\u3059\n\n**\uff08a\uff09\u66f8\u304d\u5199\u3057\u306b\u6642\u9593\u306e\u5927\u534a\u304c\u6d88\u3048\u308b\u3002** 1\u4ef6\u306ePOD\u304b\u3089\u53f0\u5e33\u306b\u79fb\u3059\u9805\u76ee\u306f4\u301c5\u3064\u3067\u3059\u304c\u3001POD\u306e\u3069\u3053\u306b\u4f55\u304c\u66f8\u3044\u3066\u3042\u308b\u304b\u304c\u63d0\u643a\u5148\u3054\u3068\u306b\u9055\u3044\u3001**\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002** \u5199\u771f\u3067\u5c4a\u3044\u305fPOD\u306f\u50be\u3044\u3066\u3044\u305f\u308a\u3001\u7f72\u540d\u3068\u65e5\u4ed8\u304c\u91cd\u306a\u3063\u3066\u3044\u305f\u308a\u3057\u307e\u3059\u3002\n\n**\uff08b\uff09\u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af\u3092\u898b\u843d\u3068\u3059\u3002** \u53d7\u9818\u306e\u7f72\u540d\u306e\u6a2a\u306b\u5c0f\u3055\u304f\u300c2 ctns dented\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u7f72\u540d\u3068\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u305f\u6642\u70b9\u3067\u6b21\u306b\u9032\u3093\u3067\u3057\u307e\u3044\u307e\u3059\u3002**\u30ea\u30de\u30fc\u30af\u3092\u898b\u843d\u3068\u3057\u305f\u51fa\u8377\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u82e6\u60c5\u3067\u521d\u3081\u3066\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u672a\u7740\u306b\u6c17\u3065\u3051\u306a\u3044\u3002** POD\u304c\u5c4a\u3044\u305f\u51fa\u8377\u306f\u78ba\u8a8d\u3057\u307e\u3059\u304c\u3001**\u5c4a\u3044\u3066\u3044\u306a\u3044\u51fa\u8377\u306f\u8ab0\u3082\u898b\u307e\u305b\u3093\u3002** \u914d\u9054\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u3066\u3082POD\u304c\u7121\u3044\u51fa\u8377\u306f\u3001\u63d0\u643a\u5148\u306b\u78ba\u304b\u3081\u308b\u307e\u3067\u914d\u9054\u3055\u308c\u305f\u304b\u3069\u3046\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u7834\u640d\u306e\u8a18\u8f09\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u308b\u3002** \u904b\u9001\u4eba\u3078\u306e\u7533\u3057\u7acb\u3066\u3084\u4fdd\u967a\u306e\u624b\u7d9a\u304d\u306b\u306f\u3001\u5951\u7d04\u3084\u7d04\u6b3e\u3067\u6c7a\u307e\u3063\u305f\u671f\u9650\u304c\u3042\u308a\u307e\u3059\u3002**POD\u306e\u78ba\u8a8d\u304c\u6708\u672b\u306b\u305a\u308c\u8fbc\u3080\u3068\u3001\u6c17\u3065\u3044\u305f\u3068\u304d\u306b\u671f\u9650\u304c\u8feb\u3063\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["\u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305fPOD\u306e\u6dfb\u4ed8\u3092\u958b\u304d\u3001\u30cf\u30a6\u30b9\u306e\u904b\u9001\u72b6\u756a\u53f7\uff08HAWB\uff0fHBL\uff09\u3068\u7167\u3089\u3057\u3066\u3001\u3069\u306e\u51fa\u8377\u306e\u3082\u306e\u304b\u3092\u63a2\u3059","\u53d7\u53d6\u4eba\u306e\u540d\u524d\u3001\u53d7\u9818\u65e5\u3001\u53d7\u9818\u6642\u523b\u3001\u53d7\u9818\u3057\u305f\u500b\u6570\u3092\u51fa\u8377\u53f0\u5e33\u306b\u66f8\u304d\u5199\u3059","\u53d7\u9818\u306e\u7f72\u540d\u304c\u3042\u308b\u304b\u3092\u76ee\u3067\u898b\u308b","\u30ea\u30de\u30fc\u30af\u6b04\u3092\u898b\u3066\u3001\u7834\u640d\u30fb\u4e0d\u8db3\u30fb\u6fe1\u308c\u306a\u3069\u306e\u8a18\u8f09\u304c\u7121\u3044\u304b\u3092\u63a2\u3059","\u51fa\u8377\u53f0\u5e33\u306e\u51fa\u8377\u500b\u6570\u3068\u3001POD\u306e\u53d7\u9818\u500b\u6570\u3092\u898b\u6bd4\u3079\u308b","\u6c17\u306b\u306a\u308b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u55b6\u696d\u306e\u62c5\u5f53\u306b\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u308b","\u914d\u9054\u306e\u5b8c\u4e86\u3092\u78ba\u304b\u3081\u305f\u51fa\u8377\u3092\u3001\u8acb\u6c42\u306e\u5bfe\u8c61\u3068\u3057\u3066\u7d4c\u7406\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305fPOD\u306e\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\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\u304cPOD\u306e\u6587\u5b57\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8aad\u307f\u53d6\u308a\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u904b\u9001\u72b6\u756a\u53f7\u30fb\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u500b\u6570\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u3001\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u533a\u5206\u306b\u5206\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u304d\u3001\u500b\u6570\u30fb\u53d7\u9818\u65e5\u30fb\u5c4a\u3051\u5148\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u51fa\u8377\u3054\u3068\u306b `clean` \uff0f `exception` \uff0f `mismatch` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u914d\u9054\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u3066\u3082POD\u306e\u7121\u3044\u51fa\u8377\u3092\u3001`missing_pod` \u3068\u3057\u3066\u6bce\u671d\u4e00\u89a7\u306b\u3059\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `exception`\u30fb`mismatch`\u30fb`needs_human`\u30fb`missing_pod` \u306e\u51fa\u8377\u3060\u3051\u3092\u958b\u304d\u3001\u539f\u672c\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3001\u8acb\u6c42\u3092\u51fa\u3059\u304b\u6b62\u3081\u308b\u304b\u3001\u63d0\u643a\u5148\u3078\u7167\u4f1a\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f600\u4ef6\u306ePOD\u3092\u8aad\u307f\u307e\u305b\u3093\u3002**\u5370\u306e\u4ed8\u3044\u305f\u51fa\u8377\u306b\u3064\u3044\u3066\u3001\u539f\u672c\u306e\u8a72\u5f53\u7b87\u6240\u3068\u51fa\u8377\u53f0\u5e33\u3092\u898b\u6bd4\u3079\u308b**\u3053\u3068\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5171\u6709\u306e\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305fPOD\u306e\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\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\u304cPOD\u306e\u6587\u5b57\u30fb\u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8aad\u307f\u53d6\u308a\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u904b\u9001\u72b6\u756a\u53f7\u30fb\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u500b\u6570\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u3001\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u533a\u5206\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u304d\u3001\u500b\u6570\u30fb\u53d7\u9818\u65e5\u30fb\u5c4a\u3051\u5148\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u51fa\u8377\u3054\u3068\u306b `clean` \uff0f `exception` \uff0f `mismatch` \uff0f `needs_human` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u914d\u9054\u4e88\u5b9a\u65e5\u3092\u904e\u304e\u3066\u3082POD\u306e\u7121\u3044\u51fa\u8377\u3092\u3001`missing_pod` \u3068\u3057\u3066\u6bce\u671d\u4e00\u89a7\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `exception`\u30fb`mismatch`\u30fb`needs_human`\u30fb`missing_pod` \u306e\u51fa\u8377\u3060\u3051\u3092\u958b\u304d\u3001\u539f\u672c\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3001\u8acb\u6c42\u3092\u51fa\u3059\u304b\u6b62\u3081\u308b\u304b\u3001\u63d0\u643a\u5148\u3078\u7167\u4f1a\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u30fb\u63d0\u643a\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306ePOD\uff08PDF\u30fb\u5199\u771f\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09\n   \u2502   FORMS\uff08\u30ad\u30fc\u3068\u5024\uff09\u30fbQUERIES\uff08\u8cea\u554f\u3078\u306e\u7b54\u3048\uff09\u30fbSIGNATURES\uff08\u7f72\u540d\u306e\u4f4d\u7f6e\uff09\n   \u25bc\nClaude API \u2500\u2500 \u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u3001\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u306e\u533a\u5206\n   \u2502   \u2460 \u904b\u9001\u72b6\u756a\u53f7  \u2461 \u53d7\u53d6\u4eba  \u2462 \u53d7\u9818\u65e5\u6642  \u2463 \u53d7\u9818\u500b\u6570  \u2464 \u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\n   \u25bc\nPython \u2500\u2500 \u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\uff08\u500b\u6570\u30fb\u53d7\u9818\u65e5\u30fb\u5c4a\u3051\u5148\uff09\u3001\u672a\u7740\u306e\u6d17\u3044\u51fa\u3057\n   \u25bc\n\u51fa\u8377\u3054\u3068\u306e\u5224\u5b9a\uff08clean \uff0f exception \uff0f mismatch \uff0f needs_human\uff09\uff0b \u672a\u7740\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u51fa\u8377\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u55b6\u696d\u306e\u62c5\u5f53\u3078\u306e\u9023\u7d61\u3001\u63d0\u643a\u5148\u3078\u306e\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\n   \u2514\u2500\u2500\u25b6 \u8acb\u6c42\u306e\u5bfe\u8c61\u3068\u3057\u3066\u7d4c\u7406\u3078\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\u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u3068\u3001\u672a\u7740\u306e\u6d17\u3044\u51fa\u3057\uff09 | \u8f38\u51fa\u6848\u4ef6\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7167\u5408\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\uff08POD\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u5224\u5b9a\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u51fa\u8377\u53f0\u5e33\u3068\u4f1a\u8a08\u306e\u4ed5\u7d44\u307f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u51fa\u8377\u53f0\u5e33\u306b**\u300c\u904b\u9001\u72b6\u756a\u53f7\u30fb\u5c4a\u3051\u5148\u30fb\u51fa\u8377\u500b\u6570\u30fb\u914d\u9054\u4e88\u5b9a\u65e5\u30fb\u63d0\u643a\u5148\u300d**\u306e\u5217\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002\u904b\u9001\u72b6\u756a\u53f7\u304c\u7121\u3044\u51fa\u8377\u306f\u3001POD\u3068\u7d50\u3073\u4ed8\u3051\u3089\u308c\u307e\u305b\u3093\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001POD\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**\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3059\u3002** \u30ea\u30de\u30fc\u30af\u306f\u53d7\u3051\u53d6\u3063\u305f\u4eba\u306e\u624b\u66f8\u304d\u304c\u591a\u3044\u305f\u3081\u3001**\u82f1\u8a9e\u306e\u4ed5\u5411\u5730\u306b\u7d5e\u308b\u7406\u7531\u306f\u3053\u3053\u306b\u3082\u3042\u308a\u307e\u3059\u3002** \u4e2d\u5357\u7c73\u306e\u30b9\u30da\u30a4\u30f3\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u306e\u5370\u5b57\u306f\u8aad\u3081\u307e\u3059\u304c\u3001\u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af\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\u6587\u66f8\u306e\u5206\u6790\uff08`StartDocumentAnalysis`\uff09\u306b3\u3064\u306e\u6a5f\u80fd\u3092\u540c\u6642\u306b\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `FeatureTypes` \u306b `FORMS`\uff08\u30ad\u30fc\u3068\u5024\u306e\u7d44\uff09\u3001`QUERIES`\uff08\u6c7a\u3081\u305f\u8cea\u554f\u3078\u306e\u7b54\u3048\uff09\u3001`SIGNATURES`\uff08\u7f72\u540d\uff09\u3092\u4e26\u3079\u308b\u3068\u30011\u56de\u306e\u8aad\u307f\u53d6\u308a\u3067\u300cReceived by: J. Smith\u300d\u306e\u3088\u3046\u306a\u7d44\u3001\u300c\u53d7\u9818\u3057\u305f\u500b\u6570\u306f\u4f55\u500b\u304b\u300d\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u304c\u307e\u3068\u3081\u3066\u8fd4\u308a\u307e\u3059\u3002**\u69d8\u5f0f\u306e\u9055\u3046POD\u3067\u3082\u3001\u540c\u3058\u8cea\u554f\u3092\u6295\u3052\u308c\u3070\u540c\u3058\u540d\u524d\u306e\u7b54\u3048\u304c\u8fd4\u308b**\u306e\u3067\u3001\u63d0\u643a\u5148\u3054\u3068\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f5c\u3089\u305a\u306b\u6e08\u307f\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPOD\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** POD\u306f\u63d0\u643a\u5148\u3054\u3068\u306b\u5c4a\u304f\u65e5\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u914d\u9054\u306e\u7fcc\u65e5\u306b\u6765\u308b\u3082\u306e\u3082\u3042\u308c\u3070\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u6765\u308b\u3082\u306e\u3082\u3042\u308b\u305f\u3081\u3001**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u5c4a\u3044\u305f\u65e5\u306b\u8aad\u3081\u3070\u3001\u7834\u640d\u306e\u8a18\u8f09\u306b\u6c17\u3065\u304f\u306e\u304c\u6700\u5927\u30671\u304b\u6708\u65e9\u304f\u306a\u308a\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002`ClientRequestToken` \u306b\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3073\u76f4\u3057\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u540c\u3058POD\u3092\u4e8c\u5ea6\u8aad\u307f\u307e\u305b\u3093\u3002** `JobTag` \u306b\u306f\u63d0\u643a\u5148\u306e\u30b3\u30fc\u30c9\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u304b\u3089\u3069\u306e\u63d0\u643a\u5148\u306ePOD\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u901a\u77e5\u306e\u72b6\u614b\u304c `SUCCEEDED` \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u7d50\u679c\u3092\u53d6\u308a\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u672a\u7740\u306e\u4e00\u89a7\u306f\u3001\u5225\u306e\u30c8\u30ea\u30ac\u30fc\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** \u6bce\u671d\u306e\u5b9a\u6642\u306b\u51fa\u8377\u53f0\u5e33\u3092\u8aad\u307f\u3001\u914d\u9054\u4e88\u5b9a\u65e5\u304b\u3089\u63d0\u643a\u5148\u3054\u3068\u306b\u6c7a\u3081\u305f\u65e5\u6570\u3092\u904e\u304e\u3066\u3082POD\u306e\u7121\u3044\u51fa\u8377\u3092\u6570\u3048\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| POD\u306e\u30d5\u30a1\u30a4\u30eb | \u904b\u9001\u72b6\u756a\u53f7\u3001\u53d7\u53d6\u4eba\u3001\u53d7\u9818\u65e5\u6642\u3001\u53d7\u9818\u500b\u6570\u3001\u7f72\u540d\u3001\u30ea\u30de\u30fc\u30af | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6587\u5b57\u306e\u884c\u3068\u5358\u8a9e\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3001**\u4fe1\u983c\u5ea6**\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b | AWS Textract |\n| \u51fa\u8377\u53f0\u5e33 | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u4e3b\u3001\u5c4a\u3051\u5148\u306e\u4f1a\u793e\u540d\u3068\u4f4f\u6240\u3001\u51fa\u8377\u500b\u6570\u3001\u91cd\u91cf\u3001\u914d\u9054\u4e88\u5b9a\u65e5\u3001\u63d0\u643a\u5148 | \u8f38\u51fa\u6848\u4ef6\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b |\n| \u63d0\u643a\u5148\u306e\u4e00\u89a7 | \u63d0\u643a\u5148\u306e\u30b3\u30fc\u30c9\u3001POD\u306e\u9001\u308a\u65b9\uff08\u90fd\u5ea6\u30fb\u307e\u3068\u3081\u3066\uff09\u3001\u672a\u7740\u3068\u307f\u306a\u3059\u65e5\u6570 | \u696d\u52d9\u62c5\u5f53\u304c\u6301\u3064\u4e00\u89a7 |\n| \u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7 | \u300cdented\u300d\u300ccrushed\u300d\u300ctorn\u300d\u306a\u3069\u306e\u6587\u8a00\u3068\u533a\u5206\u306e\u5bfe\u5fdc | \u62c5\u5f53\u8005\u304c\u80b2\u3066\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u51fa\u8377\u53f0\u5e33\u306b\u904b\u9001\u72b6\u756a\u53f7\u3068\u51fa\u8377\u500b\u6570\u304c\u7121\u3051\u308c\u3070\u7167\u5408\u304c\u3067\u304d\u305a\u3001\u63d0\u643a\u5148\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u672a\u7740\u306e\u65e5\u6570\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u306f\u3001\u6700\u521d\u306f\u7a7a\u3067\u304b\u307e\u3044\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3092\u76f4\u3059\u305f\u3073\u306b1\u884c\u305a\u3064\u5897\u3048\u3001\u7565\u8a9e\u3084\u73fe\u5730\u306e\u8a00\u3044\u56de\u3057\u3092\u8ff7\u308f\u305a\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u7d50\u679c\u306f `GetDocumentAnalysis` \u3067\u53d6\u308a\u307e\u3059\u30021\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u8fd4\u308b\u4ef6\u6570\u306f\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067\u3001**`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u7d9a\u3051\u3066\u53d6\u308a\u307e\u3059\u3002** `JobStatus` \u304c `PARTIAL_SUCCESS` \u306e\u3068\u304d\u306f `Warnings` \u306b\u51fa\u305f\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001\u305d\u306ePOD\u3092 `needs_human` \u306b\u3057\u307e\u3059\u3002\n\n\u8cea\u554f\uff08Queries\uff09\u306f `QueriesConfig` \u306b\u4e26\u3079\u307e\u3059\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u306f1\u30da\u30fc\u30b8\u306b30\u554f\u307e\u3067\u6295\u3052\u3089\u308c\u307e\u3059\u3002POD\u306b\u6295\u3052\u308b\u8cea\u554f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u5225\u540d\uff08Alias\uff09 | \u8cea\u554f\u306e\u6587 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `WAYBILL_NO` | What is the waybill or tracking number? | \u51fa\u8377\u53f0\u5e33\u3092\u5f15\u304f\u9375 |\n| `RECEIVED_BY` | Who received the shipment? | \u53d7\u53d6\u4eba\u306e\u540d\u524d |\n| `DELIVERY_DATE` | What is the delivery date? | \u53d7\u9818\u65e5 |\n| `DELIVERY_TIME` | What is the delivery time? | \u53d7\u9818\u6642\u523b |\n| `PIECES_RECEIVED` | How many pieces were received? | \u53d7\u9818\u500b\u6570 |\n| `REMARKS` | What are the remarks or exceptions noted? | \u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00 |\n\n**\u8cea\u554f\u3078\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u306e\u6b04\u304c\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u30ea\u30de\u30fc\u30af\u304c\u7121\u3051\u308c\u3070 `REMARKS` \u306f\u7a7a\u3067\u8fd4\u308a\u3001**\u305d\u306e\u4e8b\u5b9f\u3092\u8a18\u9332\u306b\u6b8b\u305b\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY_RESULT` \u306e `Text` \u3068 `Confidence` | 6\u9805\u76ee\u306e\u5024\u306e\u5019\u88dc |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET`\uff08KEY \u3068 VALUE\uff09 | \u8cea\u554f\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u88dc\u3046 |\n| \u7f72\u540d | `SIGNATURE` \u306e\u4f4d\u7f6e\u3068 `Confidence` | \u53d7\u9818\u306e\u7f72\u540d\u304c\u3042\u308b\u304b |\n| \u624b\u66f8\u304d\u304b\u5370\u5b57\u304b | `WORD` \u306e `TextType`\uff08`HANDWRITING`\uff0f`PRINTED`\uff09 | \u30ea\u30de\u30fc\u30af\u304c\u624b\u66f8\u304d\u3067\u66f8\u304d\u52a0\u3048\u3089\u308c\u305f\u304b\u306e\u624b\u304c\u304b\u308a |\n| \u30da\u30fc\u30b8\u756a\u53f7\u3068\u4f4d\u7f6e | `Page` \u3068 `Geometry` | \u539f\u672c\u306e\u8a72\u5f53\u7b87\u6240\u306b\u623b\u308b\u624b\u304c\u304b\u308a |\n\n**\u7f72\u540d\u306f\u300c\u3042\u308b\u304b\u3069\u3046\u304b\u3068\u3001\u3069\u3053\u306b\u3042\u308b\u304b\u300d\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** `SIGNATURE` \u306e\u30d6\u30ed\u30c3\u30af\u306f\u3001\u30da\u30fc\u30b8\u4e0a\u3067\u691c\u51fa\u3055\u308c\u305f\u7f72\u540d\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\u3082\u306e\u3067\u3001**\u8ab0\u304c\u7f72\u540d\u3057\u305f\u304b\u3001\u672c\u7269\u304b\u306f\u8fd4\u3057\u307e\u305b\u3093\u3002** \u53d7\u53d6\u4eba\u306e\u540d\u524d\u306f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u30ad\u30fc\u3068\u5024\u306e\u7d44\u304b\u3089\u53d6\u308a\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3068\u306f\u5225\u306b\u6271\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6587\u66f8\u306e\u5206\u6790\u306f JPEG\u3001PNG\u3001TIFF\u3001PDF \u3092\u6271\u3044\u307e\u3059\u3002HEIC \u306a\u3069\u3067\u5c4a\u3044\u305f\u5199\u771f\u306f JPEG \u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u63d0\u643a\u5148\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u304c\u4e0a\u9650\u3067\u3059\u3002**\u6708\u672b\u306e\u307e\u3068\u3081\u9001\u308a\u3067\u30011\u3064\u306ePDF\u306b\u6570\u5341\u4ef6\u306ePOD\u304c\u7db4\u3058\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** 1\u4ef6\u3054\u3068\u306e\u30da\u30fc\u30b8\u306b\u5206\u3051\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\u3067\u3059\u3002**\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u7aef\u672b\u306e\u753b\u9762\u3092\u5c0f\u3055\u304f\u5199\u3057\u305f\u5199\u771f\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059**\n5. **\u51fa\u8377\u53f0\u5e33\u306e\u6e96\u5099** \u2026 \u7167\u5408\u7528\u306b\u3001\u76f4\u8fd13\u304b\u6708\u306e\u51fa\u8377\u53f0\u5e33\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u307e\u3068\u3081\u9001\u308a\u306ePDF\u3092\u305d\u306e\u307e\u307e\u8aad\u3080\u3068\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u304c1\u4ef6\u76ee\u306ePOD\u306e\u3082\u306e\u3060\u3051\u306b\u306a\u308a\u3001**\u6b8b\u308a\u306e\u51fa\u8377\u304c\u300cPOD\u304c\u7121\u3044\u300d\u307e\u307e\u672a\u7740\u306e\u4e00\u89a7\u306b\u8f09\u308a\u307e\u3059\u3002** \u904b\u9001\u72b6\u756a\u53f7\u304c\u66f8\u304b\u308c\u305f\u4f4d\u7f6e\u3067\u30da\u30fc\u30b8\u3092\u5207\u308a\u5206\u3051\u30011\u4ef6\u305a\u3064\u8aad\u307f\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u76f4\u3057\u3001\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u533a\u5206\u306b\u5206\u3051\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u53d6\u308a\u51fa\u3059\u9805\u76ee | \u4e2d\u8eab | \u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u904b\u9001\u72b6\u756a\u53f7 | HAWB\uff0fHBL \u306e\u756a\u53f7\u3002\u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3068\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u3042\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found`\u3001\u8907\u6570\u3042\u308c\u3070 `ambiguous` |\n| \u53d7\u53d6\u4eba | \u53d7\u3051\u53d6\u3063\u305f\u4eba\u306e\u540d\u524d\uff08\u6d3b\u5b57\u304b\u624b\u66f8\u304d\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_found` |\n| \u53d7\u9818\u65e5\u6642 | \u53d7\u9818\u306e\u65e5\u4ed8\u3068\u6642\u523b | \u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u53d7\u9818\u500b\u6570 | \u53d7\u3051\u53d6\u3063\u305f\u500b\u6570 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u305a `not_found` |\n| \u30ea\u30de\u30fc\u30af\u306e\u533a\u5206 | `none`\u30fb`damage`\u30fb`shortage`\u30fb`wet`\u30fb`refused`\u30fb`other` | \u6587\u8a00\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n\n**\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306b\u306f\u3001\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3092\u6e21\u3057\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u6587\u8a00\u306a\u3089\u3001\u305d\u306e\u533a\u5206\u3092\u4f7f\u3044\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u6587\u8a00\u304b\u3089\u533a\u5206\u3092\u9078\u3073\u3001**\u305d\u306e\u884c\u306b\u306f `new_term` \u306e\u5370\u3092\u4ed8\u3051\u3066\u4eba\u306b\u78ba\u304b\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u300cOK\u300d\u300cGood order\u300d\u300cRcvd in good condition\u300d\u306f `none` \u306b\u3001\u300cSubject to inspection\u300d\u300cSTC\uff08said to contain\uff09\u300d\u306e\u3088\u3046\u306a\u7559\u4fdd\u306e\u6587\u8a00\u306f `other` \u306b\u5165\u308c\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u53d7\u9818\u500b\u6570\u3068\u51fa\u8377\u500b\u6570\u306e\u6bd4\u8f03 | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u8377\u53f0\u5e33\u3068\u7167\u3089\u3059 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u500b\u6570\u30fb\u65e5\u4ed8\u306e\u88dc\u5b8c | \u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u308b\u3068\u3001\u4e0d\u8db3\u306e\u8a18\u9332\u304c\u6d88\u3048\u308b |\n| \u7f72\u540d\u304c\u3042\u308b\u304b\u306e\u5224\u65ad | OCR\u304c\u8fd4\u3057\u305f `SIGNATURE` \u3067\u6c7a\u3081\u308b |\n| \u7834\u640d\u306e\u7a0b\u5ea6\u3084\u8cac\u4efb\u306e\u5224\u65ad | \u7533\u3057\u7acb\u3066\u308b\u304b\u3001\u8ab0\u306e\u8cac\u4efb\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n| \u7559\u4fdd\u306e\u6587\u8a00\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u5bc4\u305b\u308b | \u5f8c\u304b\u3089\u7834\u640d\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u306e\u624b\u304c\u304b\u308a\u304c\u6d88\u3048\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u53d7\u9818\u500b\u6570\u306e\u6b04\u304c\u7a7a\u3044\u3066\u3044\u308b\u3068\u3001AI\u306f\u300c\u5168\u6570\u53d7\u9818\u300d\u306e\u60f3\u5b9a\u3067\u57cb\u3081\u304c\u3061\u3067\u3001**\u305d\u306e\u77ac\u9593\u306b\u4e0d\u8db3\u306e\u7591\u3044\u304c\u898b\u3048\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\u56fd\u969b\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u306e\u8f38\u51fa\u696d\u52d9\u8ab2\u3067\u3001\u6d77\u5916\u306e\u914d\u9001\u696d\u8005\u304b\u3089\u5c4a\u3044\u305f\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\uff08POD\uff09\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u9805\u76ee\u3092\u305d\u308d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u904b\u9001\u72b6\u756a\u53f7\u30fb\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u30fb\u53d7\u9818\u6642\u523b\u30fb\u53d7\u9818\u500b\u6570\u3092\u3001\u539f\u6587\u306e\u307e\u307e\u5199\u3059\n2. \u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3001\u4e0b\u306e\u533a\u5206\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u9078\u3076\n3. \u5404\u9805\u76ee\u306e\u6839\u62e0\u306b\u3057\u305f\u539f\u6587\u306e\u6587\u5b57\u5217\u3092 evidence \u306b\u5165\u308c\u308b\n\n\u3010\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306e\u6c7a\u307e\u308a\u3011\n- \u307e\u305a\u300c\u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u300d\u3092\u898b\u308b\u3002\u4e00\u89a7\u306b\u3042\u308b\u6587\u8a00\u306a\u3089\u305d\u306e\u533a\u5206\u3092\u4f7f\u3046\n- \u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u3001\u6587\u8a00\u304b\u3089\u533a\u5206\u3092\u9078\u3073\u3001term \u3092 \"new_term\" \u306b\u3059\u308b\n- none ...... \u7570\u5e38\u304c\u7121\u3044\u65e8\u306e\u8a18\u8f09\uff08Good order \u306a\u3069\uff09\u3001\u307e\u305f\u306f\u30ea\u30de\u30fc\u30af\u306e\u6b04\u304c\u7a7a\n- damage .... \u7834\u640d\u30fb\u3078\u3053\u307f\u30fb\u3064\u3076\u308c\u30fb\u7834\u308c\u306e\u8a18\u8f09\n- shortage .. \u4e0d\u8db3\u30fb\u6b20\u54c1\u30fb\u500b\u6570\u306e\u9055\u3044\u306e\u8a18\u8f09\n- wet ....... \u6fe1\u308c\u30fb\u6c34\u6fe1\u308c\u306e\u8de1\u306e\u8a18\u8f09\n- refused ... \u53d7\u53d6\u306e\u62d2\u5426\u306e\u8a18\u8f09\n- other ..... \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u8a18\u8f09\u3002Subject to inspection \u306a\u3069\u306e\u7559\u4fdd\u3082\u3053\u3053\u306b\u5165\u308c\u308b\n- \u6587\u5b57\u304c\u8aad\u3081\u305a\u533a\u5206\u3092\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 \"unreadable\" \u306b\u3059\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u53d7\u9818\u500b\u6570\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 \"not_found\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u51fa\u8377\u500b\u6570\u3084\u300c\u5168\u6570\u300d\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u9818\u500b\u6570\u3068\u51fa\u8377\u500b\u6570\u3092\u6bd4\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4e0d\u8db3\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7559\u4fdd\u306e\u6587\u8a00\u3092 none \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u304c\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f \"ambiguous\" \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7f72\u540d\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7f72\u540d\u306e\u5224\u5b9a\u306f\u5225\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n- \u7834\u640d\u306e\u7a0b\u5ea6\u3001\u8cac\u4efb\u306e\u6240\u5728\u3001\u7533\u3057\u7acb\u3066\u306e\u8981\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u53d6\u4eba\u306e\u540d\u524d\u4ee5\u5916\u306e\u500b\u4eba\u306e\u60c5\u5831\uff08\u96fb\u8a71\u756a\u53f7\u30fb\u8eab\u5206\u8a3c\u306e\u756a\u53f7\u306a\u3069\uff09\u3092\u66f8\u304d\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- confidence \u306f OCR \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n\u3010\u30ea\u30de\u30fc\u30af\u306e\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3011{remark_terms}\n\u3010\u3053\u306e\u63d0\u643a\u5148\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_format}\n```\n\n**\u300c\u6bd4\u3079\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u300c10 PCS\u300d\u3068\u300c9\u300d\u304c\u4e26\u3076\u3068\u3001\u7247\u65b9\u3092\u51fa\u8377\u500b\u6570\u3068\u307f\u306a\u3057\u3066\u300c\u4e0d\u8db31\u300d\u3068\u66f8\u304f\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u6bd4\u8f03\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u8377\u53f0\u5e33\u3092\u76f8\u624b\u306b\u884c\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\u3092\u4f7f\u3044\u3001\u5f62\u306e\u5d29\u308c\u305f\u5fdc\u7b54\u3092\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6d41\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"file_id\": \"\",\n  \"partner_code\": \"\",\n  \"waybill_no\": { \"value\": \"\", \"status\": \"ok | not_found | ambiguous\", \"confidence\": 0, \"evidence\": \"\" },\n  \"received_by\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"delivery_date\": { \"value\": \"\", \"status\": \"ok | not_found | ambiguous\", \"confidence\": 0, \"evidence\": \"\" },\n  \"delivery_time\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"pieces_received\": { \"value\": \"\", \"status\": \"ok | not_found\", \"confidence\": 0, \"evidence\": \"\" },\n  \"remarks\": [\n    { \"text\": \"\", \"category\": \"none | damage | shortage | wet | refused | other | unreadable\",\n      \"term\": \"alias | new_term\", \"handwritten\": true, \"confidence\": 0, \"page\": 1 }\n  ]\n}\n```\n\n\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u3053\u306e\u7d50\u679c\u3068 `SIGNATURE` \u306e\u691c\u51fa\u3001\u51fa\u8377\u53f0\u5e33\u3092\u5408\u308f\u305b\u3066\u3001\u51fa\u8377\u3054\u3068\u306b\u6b21\u306e\u5224\u5b9a\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `clean` | \u7f72\u540d\u304c\u3042\u308a\u3001\u53d7\u9818\u500b\u6570\u304c\u51fa\u8377\u500b\u6570\u3068\u4e00\u81f4\u3057\u3001\u30ea\u30de\u30fc\u30af\u304c\u3059\u3079\u3066 `none` |\n| `exception` | \u30ea\u30de\u30fc\u30af\u306b `damage`\u30fb`shortage`\u30fb`wet`\u30fb`refused`\u30fb`other` \u304c\u3042\u308b |\n| `mismatch` | \u53d7\u9818\u500b\u6570\u304c\u51fa\u8377\u500b\u6570\u3068\u9055\u3046\u3001\u307e\u305f\u306f\u53d7\u53d6\u4eba\u306e\u4f1a\u793e\u540d\u30fb\u53d7\u9818\u65e5\u304c\u5c4a\u3051\u5148\u30fb\u914d\u9054\u4e88\u5b9a\u3068\u5927\u304d\u304f\u9055\u3046 |\n| `needs_human` | \u7f72\u540d\u304c\u691c\u51fa\u3055\u308c\u306a\u3044\u3001`not_found`\u30fb`ambiguous`\u30fb`unreadable`\u30fb`new_term` \u304c\u3042\u308b\u3001\u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u3051\u306a\u3044 |\n\n**\u7406\u7531\u306f\u3001AI\u306e\u51fa\u529b\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306fAI\u304c\u539f\u6587\u304b\u3089\u4ed8\u3051\u3001\u5224\u5b9a\u306f\u898f\u5247\u304c\u51fa\u8377\u53f0\u5e33\u3092\u76f8\u624b\u306b\u4ed8\u3051\u307e\u3059\u3002**\u3069\u306e\u533a\u5206\u3092\u8acb\u6c42\u306e\u4fdd\u7559\u306b\u3059\u308b\u304b\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u898f\u5247\u3060\u3051\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u306e\u53d7\u4fe1\u7bb1 | \u30e1\u30fc\u30eb\u306e\u30eb\u30fc\u30eb | POD\u306e\u6dfb\u4ed8\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | AWS Lambda \u306e\u8d77\u52d5 | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3001\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057\u3068 SNS \u306e\u901a\u77e5 | \u6587\u5b57\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d |\n| \u51fa\u8377\u53f0\u5e33 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a | \u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u3092\u5f15\u304d\u3001\u500b\u6570\u3068\u914d\u9054\u4e88\u5b9a\u65e5\u3092\u7167\u3089\u3059 |\n| \u51fa\u8377\u53f0\u5e33\u3078\u306e\u8ee2\u8a18 | \u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb | \u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u53d7\u9818\u500b\u6570\u30fb\u5224\u5b9a\u3092\u3001\u78ba\u8a8d\u306e\u6e08\u3093\u3060\u3082\u306e\u3060\u3051\u66f8\u304d\u623b\u3059 |\n| \u4f1a\u8a08\u306e\u4ed5\u7d44\u307f | \u65e2\u5b58\u306e\u5165\u529b\u7d4c\u8def | \u8acb\u6c42\u306e\u5bfe\u8c61\u306b\u306a\u3063\u305f\u51fa\u8377\u3092\u56de\u3059 |\n\n**\u51fa\u8377\u53f0\u5e33\u3078\u306f\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** `clean` \u306e\u3082\u306e\u306f\u6bce\u65e5\u307e\u3068\u3081\u3066\u3001\u305d\u308c\u4ee5\u5916\u306f\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `exception`\u30fb`mismatch`\u30fb`needs_human` \u306e\u51fa\u8377\u3068\u3001\u672a\u7740\u306e\u4e00\u89a7\u3060\u3051\u3067\u3059\u3002** `clean` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u63d0\u643a\u5148\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e2\u5206\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`exception` \u3092\u5148\u306b\u898b\u308b** \u2026 \u539f\u672c\u3067\u30ea\u30de\u30fc\u30af\u306e\u6587\u8a00\u3092\u8aad\u307f\u3001\u533a\u5206\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7533\u3057\u7acb\u3066\u306e\u671f\u9650\u304c\u3042\u308b\u51fa\u8377\u306a\u306e\u3067\u3001\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u55b6\u696d\u306e\u62c5\u5f53\u3078\u77e5\u3089\u305b\u307e\u3059**\n2. **`needs_human` \u306e\u7f72\u540d\u306e\u7121\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7f72\u540d\u304c\u8584\u304f\u691c\u51fa\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u672c\u5f53\u306b\u7121\u3051\u308c\u3070\u3001\u63d0\u643a\u5148\u306b\u53d7\u9818\u306e\u8a3c\u8de1\u3092\u6c42\u3081\u307e\u3059**\n3. **`mismatch` \u306e\u500b\u6570\u3092\u78ba\u304b\u3081\u308b** \u2026 \u539f\u672c\u306e\u53d7\u9818\u500b\u6570\u3092\u8aad\u307f\u76f4\u3057\u3001\u51fa\u8377\u53f0\u5e33\u306e\u500b\u6570\uff08\u68b1\u5305\u306e\u6570\u3048\u65b9\uff09\u3068\u3082\u898b\u6bd4\u3079\u307e\u3059\n4. **\u672a\u7740\u306e\u4e00\u89a7\u3092\u63d0\u643a\u5148\u3054\u3068\u306b\u307e\u3068\u3081\u308b** \u2026 \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n5. **\u5224\u5b9a\u3092\u5909\u3048\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u51fa\u8377\u3092\u3001\u3069\u306e\u5224\u5b9a\u306b\u3001\u306a\u305c\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u6025\u304c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u53f0\u5e33\u304c\u30d1\u30ec\u30c3\u30c8\u3001POD\u304c\u30ab\u30fc\u30c8\u30f3\u3067\u6570\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u300c10\u300d\u3068\u300c120\u300d\u306e\u9055\u3044\u306f\u4e0d\u8db3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u63d0\u643a\u5148\u3054\u3068\u306e\u6570\u3048\u65b9\u3092\u4e00\u89a7\u306b\u8db3\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af | \u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u3081\u306a\u3044\u3002**`unreadable` \u3067\u4eba\u306b\u56de\u3057\u3001\u63d0\u643a\u5148\u306b\u82f1\u8a9e\u3067\u306e\u8a18\u8f09\u3092\u983c\u3080** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u63d0\u643a\u5148\u306b\u983c\u3080 |\n| 1\u3064\u306ePDF\u306b\u8907\u6570\u306ePOD | \u904b\u9001\u72b6\u756a\u53f7\u306e\u4f4d\u7f6e\u3067\u30da\u30fc\u30b8\u3092\u5206\u3051\u30011\u4ef6\u305a\u3064\u8aad\u3080 |\n| \u5199\u771f\u304c\u5c0f\u3055\u304f\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | \u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u63d0\u643a\u5148\u306b\u983c\u3080 |\n| \u904b\u9001\u72b6\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u3051\u306a\u3044 | \u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002**\u63d0\u643a\u5148\u306e\u756a\u53f7\u3068\u81ea\u793e\u306e\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\u3092\u5f15\u304d\u3001\u305d\u308c\u3067\u3082\u5f15\u3051\u306a\u3051\u308c\u3070 `needs_human`** |\n| \u7f72\u540d\u304c\u691c\u51fa\u3055\u308c\u306a\u3044 | `needs_human`\u3002\u539f\u672c\u3067\u78ba\u304b\u3081\u3001\u7121\u3051\u308c\u3070\u53d7\u9818\u306e\u8a3c\u8de1\u3092\u6c42\u3081\u308b |\n| \u53d7\u53d6\u4eba\u306e\u4f1a\u793e\u540d\u304c\u5c4a\u3051\u5148\u3068\u9055\u3046 | \u96a3\u306e\u4f1a\u793e\u3084\u7ba1\u7406\u4eba\u304c\u53d7\u3051\u53d6\u3063\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002`mismatch` \u3067\u4eba\u3078 |\n| `PARTIAL_SUCCESS` \u3067\u4e00\u90e8\u306e\u30da\u30fc\u30b8\u304c\u8aad\u3081\u306a\u3044 | `Warnings` \u306e\u30da\u30fc\u30b8\u3092\u8a18\u9332\u3057\u3001`needs_human` \u306b |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u7acb\u3061\u4e0a\u3052\u306e\u6642\u671f\u306b\u3044\u3061\u3070\u3093\u591a\u304f\u51fa\u307e\u3059\u3002** **\u51fa\u8377\u306e\u624b\u914d\u306e\u3068\u304d\u306b\u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3092\u51fa\u8377\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b**\u624b\u9806\u3092\u8db3\u3059\u3068\u6e1b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- POD\u306e\u539f\u672c\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u63d0\u643a\u5148\u30fb\u5143\u306e\u30e1\u30fc\u30eb\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08`GetDocumentAnalysis` \u306e\u5168\u30da\u30fc\u30b8\u5206\uff09\n- AI\u306e\u305d\u308d\u3048\u76f4\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u306e\u7d50\u679c\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u51fa\u8377\u53f0\u5e33\u306e\u884c**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3084\u533a\u5206\u3092\u5909\u3048\u305f\u8a18\u9332**\n- \u55b6\u696d\u3078\u306e\u9023\u7d61\u3001\u63d0\u643a\u5148\u3078\u306e\u7167\u4f1a\u3068\u56de\u7b54\u3001\u8acb\u6c42\u3092\u4fdd\u7559\u30fb\u89e3\u9664\u3057\u305f\u65e5\u6642\n- \u63d0\u643a\u5148\u3054\u3068\u306e `needs_human` \u3068 `new_term` \u306e\u767a\u751f\u7387\u3001POD\u304c\u5c4a\u304f\u307e\u3067\u306e\u65e5\u6570\n\n**4\u3064\u76ee\u3067\u51fa\u8377\u53f0\u5e33\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u51fa\u8377\u500b\u6570\u3084\u5c4a\u3051\u5148\u304c\u5f8c\u304b\u3089\u76f4\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u500b\u6570\u3068\u7167\u3089\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u9867\u5ba2\u3084\u63d0\u643a\u5148\u3068\u306e\u7cbe\u7b97\u306e\u3068\u304d\u306b\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u306ePOD\u304b\u3089\u3001\u63d0\u643a\u5148\u306e\u9055\u304630\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u7834\u640d\u3084\u4e0d\u8db3\u306e\u8a18\u8f09\u304c\u3042\u3063\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 30\u4ef6\u3092 AWS Textract \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u5206\u6790\u3057\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3068\u7f72\u540d\u306e\u691c\u51fa\u304c\u3069\u3046\u8fd4\u308b\u304b\u3092\u898b\u308b\n3. \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u53d7\u53d6\u4eba\u30fb\u53d7\u9818\u65e5\u6642\u30fb\u53d7\u9818\u500b\u6570\u3092\u539f\u6587\u306e\u307e\u307e\u5199\u3057\u3001\u30ea\u30de\u30fc\u30af\u3092\u7834\u640d\u30fb\u4e0d\u8db3\u30fb\u6fe1\u308c\u30fb\u53d7\u53d6\u62d2\u5426\u30fb\u305d\u306e\u4ed6\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u500b\u6570\u3092\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u7d50\u679c\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u66f8\u304d\u5199\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af\u304c\u8aad\u3081\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u8a18\u8f09\u3092\u62fe\u3063\u305f | **\u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u500b\u6570\u3092\u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u624b\u66f8\u304d\u306e\u30ea\u30de\u30fc\u30af\u304c\u307b\u3068\u3093\u3069\u8aad\u3081\u306a\u3044 | **\u5199\u771f\u306e\u64ae\u308a\u65b9\u306e\u554f\u984c\u3002** \u63d0\u643a\u5148\u306b\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u9001\u4ed8\u3092\u76f8\u8ac7\u3059\u308b |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u9805\u76ee\u3092\u305d\u308d\u3048\u3055\u305b\u308b \uff0f \u66f8\u304d\u5199\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u3068\u30ea\u30de\u30fc\u30af\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u66f8\u304d\u5199\u3057\u3068\u30ea\u30de\u30fc\u30af\u306e\u62fe\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u3001\u51fa\u8377\u3054\u3068\u306e\u5224\u5b9a\u3001\u672a\u7740\u306e\u4e00\u89a7\u3001\u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d \uff0f \u7167\u5408\u3068\u672a\u7740\u306e\u6d17\u3044\u51fa\u3057\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u3001600\u4ef6\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u3068\u672a\u7740\u306e\u78ba\u8a8d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u304c\u3001POD\u3092\u958b\u304f\u305f\u3073\u306b\u53f0\u5e33\u3092\u5f15\u304d\u76f4\u3059\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001`new_term` \u306e\u591a\u3044\u63d0\u643a\u5148\u3068\u3001\u7f72\u540d\u306e\u691c\u51fa\u304c\u5d29\u308c\u3084\u3059\u3044\u69d8\u5f0f\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3068\u63d0\u643a\u5148\u306e\u6570\u3048\u65b9\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u4eba\u306b\u56de\u308b\u51fa\u8377\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u53d7\u9818\u500b\u6570\u306e\u7a7a\u6b04\u3092\u51fa\u8377\u500b\u6570\u3067\u57cb\u3081\u308b | \u6307\u793a\u3067\u7981\u3058\u3001`not_found` \u3092\u8fd4\u3055\u305b\u308b |\n| \u7559\u4fdd\u306e\u6587\u8a00\u3092\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u5bc4\u305b\u308b | `other` \u306b\u5165\u308c\u308b\u6c7a\u307e\u308a\u3092\u533a\u5206\u306e\u5b9a\u7fa9\u306b\u66f8\u304f |\n| \u7f72\u540d\u306e\u7121\u3044POD\u3092 `clean` \u306b\u3059\u308b | \u7f72\u540d\u306e\u5224\u5b9a\u3092 `SIGNATURE` \u306e\u691c\u51fa\u3067\u884c\u3044\u3001AI\u306b\u4efb\u305b\u306a\u3044 |\n| \u307e\u3068\u3081\u9001\u308a\u306ePDF\u306e2\u4ef6\u76ee\u4ee5\u964d\u304c\u672a\u7740\u306b\u306a\u308b | \u30da\u30fc\u30b8\u30921\u4ef6\u305a\u3064\u306b\u5206\u3051\u3066\u304b\u3089\u8aad\u3080 |\n| \u65e5\u4ed8\u306e\u65e5\u30fb\u6708\u306e\u9806\u3092\u53d6\u308a\u9055\u3048\u308b | \u63d0\u643a\u5148\u3054\u3068\u306b\u9806\u5e8f\u3092\u6301\u305f\u305b\u3001\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u30d1\u30ec\u30c3\u30c8\u3068\u30ab\u30fc\u30c8\u30f3\u306e\u6570\u3048\u65b9\u306e\u9055\u3044\u3092\u4e0d\u8db3\u3068\u307f\u306a\u3059 | \u63d0\u643a\u5148\u3054\u3068\u306e\u6570\u3048\u65b9\u3092\u4e00\u89a7\u306b\u6301\u3064 |\n| \u63d0\u643a\u5148\u306e\u8ffd\u8de1\u756a\u53f7\u3067\u51fa\u8377\u53f0\u5e33\u3092\u5f15\u3051\u306a\u3044 | \u624b\u914d\u306e\u3068\u304d\u306b\u63d0\u643a\u5148\u306e\u756a\u53f7\u3092\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u624b\u66f8\u304d\u3092\u8aad\u3082\u3046\u3068\u3059\u308b | \u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u3002`unreadable` \u3067\u4eba\u306b\u56de\u3059 |\n| \u672a\u7740\u306e\u50ac\u4fc3\u3092\u307e\u3068\u3081\u9001\u308a\u306e\u63d0\u643a\u5148\u306b\u51fa\u3059 | \u63d0\u643a\u5148\u3054\u3068\u306b\u672a\u7740\u3068\u307f\u306a\u3059\u65e5\u6570\u3092\u5909\u3048\u308b |\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\u554f\u984c\u306e\u7121\u3044\u914d\u9054\u300d\u306b\u898b\u3048\u308b\u8a18\u9332\u3092\u4f5c\u308b\u8aa4\u308a\u3067\u3059\u3002**\u57cb\u3081\u3089\u308c\u305f\u500b\u6570\u3068\u5bc4\u305b\u3089\u308c\u305f\u7559\u4fdd\u306f\u3001\u5f8c\u304b\u3089\u7834\u640d\u306e\u9023\u7d61\u304c\u6765\u305f\u3068\u304d\u306b\u521d\u3081\u3066\u8aa4\u308a\u3060\u3068\u5206\u304b\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d7\u53d6\u4eba\u306e\u540d\u524d\u3068\u7f72\u540d\u3001\u5c4a\u3051\u5148\u306e\u4f1a\u793e\u540d\u3068\u4f4f\u6240\u3001\u8377\u4e3b\u306e\u540d\u524d\u3001\u51fa\u8377\u306e\u500b\u6570\u3068\u91cd\u91cf\u3067\u3059\u3002\u53d7\u53d6\u4eba\u306e\u540d\u524d\u3068\u7f72\u540d\u306f**\u500b\u4eba\u306b\u7d50\u3073\u4ed8\u304f\u60c5\u5831**\u3067\u3001\u5c4a\u3051\u5148\u3068\u8377\u4e3b\u306e\u7d44\u307f\u5408\u308f\u305b\u306f**\u53d6\u5f15\u306e\u95a2\u4fc2**\u3092\u8868\u3057\u307e\u3059\u3002\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u306b\u9650\u308b** \u2026 \u7f72\u540d\u306e\u753b\u50cf\u306f\u6e21\u3057\u307e\u305b\u3093\u3002\u7f72\u540d\u306f `SIGNATURE` \u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3060\u3051\u3067\u6271\u3044\u3001**\u753b\u50cf\u306e\u5207\u308a\u51fa\u3057\u306f\u539f\u672c\u306e\u78ba\u8a8d\u306e\u3068\u304d\u306b\u4eba\u304c\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059**\n2. **\u51fa\u8377\u53f0\u5e33\u3092\u751f\u6210AI\u306b\u6e21\u3055\u306a\u3044** \u2026 \u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u884c\u3044\u307e\u3059\u3002**\u8377\u4e3b\u3068\u5c4a\u3051\u5148\u306e\u4e00\u89a7\u304c\u5916\u90e8\u3078\u51fa\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059**\n3. **\u4fdd\u7ba1\u306e\u6697\u53f7\u5316\u3092\u6c7a\u3081\u308b** \u2026 `StartDocumentAnalysis` \u306e `KMSKeyId` \u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u5229\u7528\u8005\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u529b\u3059\u308b\u3068\u304d\u306b\u305d\u306e\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\u3002\u6307\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f SSE-S3 \u3067\u6697\u53f7\u5316\u3055\u308c\u307e\u3059\n4. **\u7167\u4f1a\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u63d0\u643a\u5148\u3068\u306e\u95a2\u4fc2\u3068\u3001\u9867\u5ba2\u3078\u306e\u8aac\u660e\u306b\u76f4\u7d50\u3057\u307e\u3059**\n5. **\u8acb\u6c42\u306e\u4fdd\u7559\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u7834\u640d\u306e\u8a18\u8f09\u304c\u3042\u3063\u3066\u3082\u3001\u8acb\u6c42\u3092\u6b62\u3081\u308b\u304b\u306f\u5951\u7d04\u3068\u9867\u5ba2\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\u5224\u5b9a\u306f\u4fdd\u7559\u306e\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u306b\u3057\u307e\u3059**\n6. **POD\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u7533\u3057\u7acb\u3066\u3084\u4fdd\u967a\u306e\u624b\u7d9a\u304d\u3001\u9867\u5ba2\u3068\u306e\u7cbe\u7b97\u3067\u5f8c\u304b\u3089\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u81ea\u793e\u306e\u6587\u66f8\u306e\u4fdd\u5b58\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u3001\u539f\u672c\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u6b8b\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7834\u640d\u3084\u4e0d\u8db3\u306e\u8a18\u8f09\u3092\u898b\u843d\u3068\u3057\u3066\u671f\u9650\u3092\u904e\u304e\u308b\u3053\u3068\u3068\u3001\u554f\u984c\u306e\u7121\u3044\u914d\u9054\u3092\u7167\u4f1a\u3057\u3066\u63d0\u643a\u5148\u3084\u9867\u5ba2\u306e\u624b\u9593\u3092\u5897\u3084\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u500b\u6570\u306e\u88dc\u5b8c\u3068\u7559\u4fdd\u306e\u5bc4\u305b\u304b\u3089\u3001\u5f8c\u8005\u306f\u6570\u3048\u65b9\u306e\u9055\u3044\u3068\u65e5\u4ed8\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u8d77\u304d\u307e\u3059\u3002","recommended_for":"\u8f38\u51fa\u306e\u6238\u53e3\u914d\u9001\uff08\u30c9\u30a2\u30fb\u30c4\u30fc\u30fb\u30c9\u30a2\uff09\u3092\u8acb\u3051\u8ca0\u3044\u3001\u6d77\u5916\u306e\u73fe\u5730\u914d\u9001\u696d\u8005\u3084\u63d0\u643a\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u82f1\u6587\u306e\u914d\u9054\u8a3c\u660e\u3092\u6708\u306b\u6570\u767e\u4ef6\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u30fb\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u306e\u7269\u6d41\u90e8\u9580\u3002POD\u306ePDF\u3084\u5199\u771f\u30921\u4ef6\u305a\u3064\u958b\u3044\u3066\u51fa\u8377\u53f0\u5e33\u306b\u53d7\u9818\u65e5\u3092\u66f8\u304d\u5199\u3057\u3001\u30ea\u30de\u30fc\u30af\u6b04\u306e\u624b\u66f8\u304d\u306e\u8a18\u8f09\u3092\u76ee\u3067\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u7834\u640d\u3084\u4e0d\u8db3\u306e\u8a18\u8f09\u306b\u6c17\u3065\u304f\u306e\u304c\u3001\u9867\u5ba2\u304b\u3089\u82e6\u60c5\u304c\u6765\u305f\u5f8c\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u914d\u9054\u306e\u5b8c\u4e86\u3092\u73fe\u5730\u306e\u914d\u9001\u696d\u8005\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u96fb\u5b50\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308c\u3066\u304a\u308a\u3001\u7d19\u3084PDF\u306ePOD\u3092\u8aad\u3080\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u3002POD\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30bf\u30a4\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u4ed5\u5411\u5730\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\u3060\u3051\u3067\u3059\uff09\u3002\u6708\u306e\u4ef6\u6570\u304c\u6570\u5341\u4ef6\u3067\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u7834\u640d\u3084\u4e0d\u8db3\u3092\u904b\u9001\u4eba\u3078\u7533\u3057\u7acb\u3066\u308b\u304b\u3001\u9867\u5ba2\u3078\u306e\u8acb\u6c42\u3092\u3069\u3046\u6271\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u7269\u6d41\u3068\u55b6\u696d\u306e\u62c5\u5f53\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\u51fa\u8377\u53f0\u5e33\u3068\u63d0\u643a\u5148\u306e\u4e00\u89a7\u3092\u6574\u3048\u308b**\n\n\u51fa\u8377\u53f0\u5e33\u306b**\u300c\u904b\u9001\u72b6\u756a\u53f7\u30fb\u5c4a\u3051\u5148\u30fb\u51fa\u8377\u500b\u6570\u30fb\u914d\u9054\u4e88\u5b9a\u65e5\u30fb\u63d0\u643a\u5148\u300d**\u306e\u5217\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u4ef6\u6570\u306e\u591a\u3044\u4e0a\u4f4d10\u793e\u306e\u63d0\u643a\u5148\u306b\u3064\u3044\u3066\u3001POD\u306e\u9001\u308a\u65b9\u30fb\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u30fb\u6570\u3048\u65b9\u30fb\u672a\u7740\u3068\u307f\u306a\u3059\u65e5\u6570\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002**\u5168\u793e\u3092\u4e00\u5ea6\u306b\u305d\u308d\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306ePOD\u304b\u3089\u63d0\u643a\u5148\u306e\u9055\u304630\u4ef6\u3092\u9078\u3073\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u9805\u76ee\u3092\u305d\u308d\u3048\u3055\u305b\u307e\u3059\u3002**\u53d7\u9818\u500b\u6570\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u7559\u4fdd\u306e\u6587\u8a00\u3092\u554f\u984c\u306a\u3057\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5224\u5b9a\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n**\u3069\u306e\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3092\u8acb\u6c42\u306e\u4fdd\u7559\u306e\u5019\u88dc\u306b\u3059\u308b\u304b\u3001\u7f72\u540d\u306e\u7121\u3044POD\u3092\u3069\u3046\u6271\u3046\u304b\u3092\u3001\u7269\u6d41\u3068\u55b6\u696d\u3068\u7d4c\u7406\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u7533\u3057\u7acb\u3066\u306e\u671f\u9650\u3092\u5951\u7d04\u30fb\u7d04\u6b3e\u3054\u3068\u306b\u78ba\u304b\u3081\u3001`exception` \u3092\u55b6\u696d\u3078\u6e21\u3059\u671f\u9650\u3092\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 \u3068 Lambda \u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u5f35\u308a\u3001OCR\u3092\u547c\u3073\u3001\u9805\u76ee\u3068\u30ea\u30de\u30fc\u30af\u306e\u533a\u5206\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u51fa\u8377\u3054\u3068\u306e\u5224\u5b9a\u3092\u51fa\u3055\u305a\u3001\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u51fa\u8377\u53f0\u5e33\u3068\u306e\u7167\u5408\u3068\u51fa\u8377\u3054\u3068\u306e\u5224\u5b9a\u3001\u672a\u7740\u306e\u4e00\u89a7\u3092\u8db3\u3057\u307e\u3059\u3002`exception` \u3068 `needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u6587\u306e\u4e0b\u66f8\u304d\u3068\u51fa\u8377\u53f0\u5e33\u3078\u306e\u53d6\u308a\u8fbc\u307f\u3092\u8db3\u3057\u30011\u4ef66\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8a00\u3044\u63db\u3048\u306e\u4e00\u89a7\u3068\u63d0\u643a\u5148\u3054\u3068\u306e\u6570\u3048\u65b9\u304c\u80b2\u3061\u3001`needs_human` \u304c\u6708\u306b\u6570\u5341\u4ef6\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0528","UC-0768","UC-0005","UC-0031"],"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":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u3060\u3051\u3002\u8cea\u554f\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u3067PDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u4e0d\u53ef\u3002\u6587\u5b57\u306e\u9ad8\u305515\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u304c\u4e0b\u9650\u3002\u5e73\u9762\u4e0a\u306e\u56de\u8ee2\u306b\u5bfe\u5fdc\u3057\u3001\u7e26\u66f8\u304d\u306f\u975e\u5bfe\u5fdc\u3002\u8cea\u554f\u306f\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u554f\u307e\u3067 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-09 |\n| `StartDocumentAnalysis` \u304c JPEG\u30fbPNG\u30fbTIFF\u30fbPDF \u3092\u6271\u3044\u3001`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES`\u30fb`LAYOUT` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002`JobTag` \u304c\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3002`KMSKeyId` \u306e\u6271\u3044\u3002`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-09 |\n| `MaxResults` \u304c\u65e2\u5b9a\u30fb\u6700\u59271,000\u3067 `NextToken` \u3067\u7d9a\u304d\u3092\u53d6\u308b\u3053\u3068\u3002`JobStatus` \u306b `PARTIAL_SUCCESS` \u304c\u3042\u308b\u3053\u3068\u3002`Warnings` \u306e\u69cb\u9020\u3002\u8cea\u554f\u3092\u4f7f\u3046\u3068\u304d\u306e `INVALID_REQUEST_PARAMETERS` \u306e\u6ce8\u610f | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-09 |\n| `SIGNATURE` \u306e\u30d6\u30ed\u30c3\u30af\u304c\u7f72\u540d\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\u3053\u3068\u3002`KEY_VALUE_SET`\u30fb`QUERY`\u30fb`QUERY_RESULT` \u306e\u69cb\u9020\u3002`TextType` \u304c `HANDWRITING`\uff0f`PRINTED` \u3092\u8fd4\u3059\u3053\u3068 | [AWS: Block](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Block.html) | 2026-10-09 |\n| \u8cea\u554f\u3078\u306e\u7b54\u3048\u304c\u5225\u540d\u30fb\u4fe1\u983c\u5ea6\u30fb\u4f4d\u7f6e\u3068\u3068\u3082\u306b\u8fd4\u308a\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-09 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format`\uff08`type: \"json_schema\"`\uff09\u3067\u6307\u5b9a\u3059\u308b\u3053\u3068 | [Claude: Structured 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