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\u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5230\u7740\u6848\u5185 | PDF\u3002B\/L\u756a\u53f7\u3001\u8239\u540d\u3068\u822a\u6d77\u756a\u53f7\u3001\u5165\u6e2f\u4e88\u5b9a\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u306e\u660e\u7d30 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | B\/L\u756a\u53f7\u3001\u8377\u4e3b\u3001\u8239\u4f1a\u793e\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5 | 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\u540c\u3058\u8239\u4f1a\u793e\u3067\u3082\u8377\u4e3b\u3054\u3068\u306b\u5951\u7d04\u306e\u65e5\u6570\u304c\u9055\u3044\u3001**\u30c9\u30e9\u30a4\u3068\u30ea\u30fc\u30d5\u30a1\u30fc\u3067\u65e5\u6570\u304c\u9055\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002** \u8868\u306b\u7121\u3044\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u8a08\u7b97\u3092\u305b\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u306f\u3001\u6bce\u671d\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u3053\u306e2\u3064\u304c\u53e4\u3044\u3068\u3001\u9593\u306b\u5408\u3046\u306f\u305a\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u5370\u304c\u4ed8\u304d\u3001**\u62c5\u5f53\u8005\u304c\u5370\u3092\u4fe1\u3058\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","data_source":"\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u30b3\u30f3\u30c6\u30ca\u3068\u8acb\u6c42\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u65e5\u4ed8 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u5165\u6e2f\u65e5\u3084\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u5230\u7740\u6848\u5185\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u9001\u308a\u5143\u306e\u8b58\u5225\u5b50 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u8239\u4f1a\u793e\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `BL_NO` | What is the bill of lading number? |\n| `VESSEL_VOYAGE` | What is the vessel name and voyage number? |\n| `ETA` | What is the estimated or actual arrival date at the port of discharge? |\n| `POD` | What is the port of discharge? |\n| `FREE_TIME` | How many free days are allowed, or what is the last free day? |\n| `TOTAL_CHARGES` | What is the total amount due and the currency? |\n| `REVISION` | Is this a revised or amended arrival notice? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `free time`\u3001`free days`\u3001`last free day`\u3001`LFD` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001**\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `not_stated` \u306b\u3057\u307e\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u3001\u5951\u7d04\u306e\u65e5\u6570\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\u5951\u7d04\u306e\u65e5\u6570\u306f\u5225\u306e\u5217\u306b\u6301\u3061\u307e\u3059\u3002\n\n**\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306f\u8868\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u8868\u306e\u884c\u3054\u3068\u306b\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u7a2e\u985e\u3001\u5c01\u5370\u756a\u53f7\u3092\u8aad\u307f\u3001**\u756a\u53f7\u304c\u6c7a\u307e\u3063\u305f\u82f1\u5b57\u3068\u6570\u5b57\u306e\u4e26\u3073\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u5f8c\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` 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**\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u9001\u308a\u5143\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u5230\u7740\u6848\u5185\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u9001\u308a\u5143\u306e\u7279\u5b9a** \u2026 \u9001\u4fe1\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u8239\u4f1a\u793e\u304b\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3092\u6c7a\u3081\u3001\u305d\u306e\u9001\u308a\u5143\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u5f15\u304d\u307e\u3059\n6. **\u6539\u8a02\u306e\u5224\u5b9a\u306e\u6e96\u5099** \u2026 \u4ef6\u540d\u306b `Revised`\u3001`Amended`\u3001`Updated` \u304c\u3042\u308b\u304b\u3092\u8a18\u9332\u3057\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u5408\u308f\u305b\u3066\u6539\u8a02\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\n\n**5\u756a\u76ee\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306f\u3001\u9001\u308a\u5143\u3054\u3068\u306b\u6301\u3064\u3068\u52b9\u304d\u307e\u3059\u3002** \u540c\u3058\u8239\u4f1a\u793e\u306f\u3044\u3064\u3082\u540c\u3058\u66f8\u304d\u65b9\u3092\u3059\u308b\u306e\u3067\u3001**\u6c7a\u307e\u3063\u305f\u66f8\u304d\u65b9\u306e\u9001\u308a\u5143\u306e\u5230\u7740\u6848\u5185\u3067\u3060\u3051\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5230\u7740\u6848\u5185\u304b\u30898\u3064\u306e\u9805\u76ee\u3092\u8aad\u307f\u53d6\u308a\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u3084\u91d1\u984d\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| B\/L\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e\u3002\u30de\u30b9\u30bf\u30fc\u3068\u30cf\u30a6\u30b9\u3092\u5206\u3051\u308b | \u8907\u6570\u4e26\u3079\u3070 `ambiguous` |\n| \u8239\u540d\u3068\u822a\u6d77\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u5165\u6e2f\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8\u3002\u4e88\u5b9a\u304b\u5b9f\u7e3e\u304b\u3082 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u8377\u63da\u3052\u6e2f | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e | \u8868\u306e\u884c\u3054\u3068\u306b\u539f\u6587\u306e\u307e\u307e | \u756a\u53f7\u306e\u4e00\u90e8\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09 | \u65e5\u6570\u304b\u6700\u7d42\u65e5\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n| \u8acb\u6c42\u984d\u306e\u660e\u7d30 | \u8cbb\u76ee\u3001\u91d1\u984d\u3001\u901a\u8ca8\u3092\u884c\u3054\u3068\u306b | \u5408\u8a08\u3057\u304b\u7121\u3051\u308c\u3070\u5408\u8a08\u3060\u3051 |\n| \u6539\u8a02\u304b\u3069\u3046\u304b | \u6539\u8a02\u306e\u8868\u793a\u3068\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u306e\u8a18\u8f09 | \u8868\u793a\u304c\u7121\u3051\u308c\u3070 `unknown` |\n\n**\u5165\u6e2f\u65e5\u306e\u300c\u4e88\u5b9a\u304b\u5b9f\u7e3e\u304b\u300d\u3092\u5206\u3051\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `ETA` \u3068 `Arrival Date` \u3092\u540c\u3058\u5165\u6e2f\u65e5\u3068\u3057\u3066\u6271\u3046\u3068\u3001**\u4e88\u5b9a\u306e\u65e5\u4ed8\u3067\u6570\u3048\u305f\u6700\u7d42\u65e5\u304c\u3001\u5b9f\u7e3e\u306e\u5165\u6e2f\u30671\u301c2\u65e5\u305a\u308c\u307e\u3059\u3002** \u4e88\u5b9a\u306a\u3089\u3001\u5b9f\u7e3e\u306e\u5230\u7740\u6848\u5185\u304c\u6765\u308b\u307e\u3067\u671f\u9650\u306f\u4eee\u306e\u5024\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u306e\u8a08\u7b97 | \u5951\u7d04\u306e\u6761\u4ef6\u306e\u8868\u3067 Python \u304c\u884c\u3046 |\n| \u9593\u306b\u5408\u3046\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u901a\u95a2\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u3067 Python \u304c\u7167\u3089\u3057\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u88dc\u5b8c | \u5951\u7d04\u306e\u65e5\u6570\u3067\u57cb\u3081\u308b\u3068\u3001\u8a18\u8f09\u3068\u306e\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n| \u8acb\u6c42\u984d\u306e\u59a5\u5f53\u6027\u306e\u5224\u65ad | \u904b\u8cc3\u3068\u30bf\u30ea\u30d5\u306e\u70b9\u691c\u306f\u5225\u306e\u4ed5\u7d44\u307f |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306e\u88dc\u6b63 | 1\u6587\u5b57\u9055\u3046\u3068\u5225\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u306a\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u3082\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u3067\u3059\u3002** OCR\u304c `O` \u3068 `0` \u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u3001\u305d\u308c\u3089\u3057\u304f\u76f4\u3059\u3068\u3001**\u53f0\u5e33\u306b\u5b58\u5728\u3057\u306a\u3044\u30b3\u30f3\u30c6\u30ca\u304c\u751f\u307e\u308c\u307e\u3059\u3002** \u5f62\u304c\u5408\u308f\u306a\u3044\u756a\u53f7\u306f\u76f4\u3055\u305a\u3001\u4eba\u306b\u898b\u305b\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7269\u6d41\u4f1a\u793e\u306e\u8f38\u5165\u696d\u52d9\u90e8\u3067\u3001\u8239\u4f1a\u793e\u3084\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5230\u7740\u6848\u5185\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nmbl_no\u3001hbl_no\u3001vessel_voyage_raw\u3001arrival_date_raw\u3001arrival_date\u3001\narrival_kind\uff08estimated \/ actual \/ unknown\uff09\u3001pod_raw\u3001\ncontainers\uff08\u914d\u5217\uff1acontainer_no_raw\u3001type_raw\u3001seal_raw\uff09\u3001\nfree_time_raw\u3001free_time_days\u3001last_free_day\u3001\ncharges\uff08\u914d\u5217\uff1aitem_raw\u3001amount\u3001currency\uff09\u3001total_raw\u3001\nrevision\uff08revised \/ original \/ unknown\uff09\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- not_stated ... \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f not_stated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5951\u7d04\u3084\u6163\u7fd2\u306e\u65e5\u6570\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u6e2f\u65e5\u304c\u4e88\u5b9a\uff08ETA\uff09\u304b\u5b9f\u7e3e\u304b\u3092 arrival_kind \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u307e\u305f\u306f {date_style} \u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\n  YYYY-MM-DD \u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6587\u5b57\u3092\u88dc\u3063\u305f\u308a\u3001\u4f3c\u305f\u6587\u5b57\u306b\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u308b\u304b\u3001\u8acb\u6c42\u984d\u304c\u6b63\u3057\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5230\u7740\u6848\u5185\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3060\u3051\u306e\u3082\u306e\u3001\u8239\u7a4d\u306e\u6848\u5185\u3001\u8ca9\u4fc3\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u3053\u306e\u9001\u308a\u5143\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_style}\n```\n\n**\u300c\u5951\u7d04\u3084\u6163\u7fd2\u306e\u65e5\u6570\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u304c\u7121\u3044\u5230\u7740\u6848\u5185\u3067\u3001\u3088\u304f\u3042\u308b\u65e5\u6570\u3092\u88dc\u3063\u305f\u5024\u3092\u8fd4\u3059\u3068\u3001**\u5f8c\u6bb5\u306e\u7167\u5408\u3067\u306f\u5951\u7d04\u306e\u65e5\u6570\u3068\u4e00\u81f4\u3057\u305f\u3088\u3046\u306b\u898b\u3048\u3001\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"arrival_notice\",\n  \"mbl_no\": \"ABCD26091234\",\n  \"hbl_no\": \"\",\n  \"vessel_voyage_raw\": \"EVER SAMPLE 112E\",\n  \"arrival_date_raw\": \"ETA 14-Oct-2026\",\n  \"arrival_date\": \"2026-10-14\",\n  \"arrival_kind\": \"estimated\",\n  \"pod_raw\": \"TOKYO, JAPAN\",\n  \"containers\": [\n    { \"container_no_raw\": \"TCNU1234567\", \"type_raw\": \"40HC\", \"seal_raw\": \"\" }\n  ],\n  \"free_time_raw\": \"\",\n  \"free_time_days\": null,\n  \"last_free_day\": \"\",\n  \"charges\": [\n    { \"item_raw\": \"D\/O FEE\", \"amount\": 0, \"currency\": \"JPY\" }\n  ],\n  \"revision\": \"original\",\n  \"items\": [\n    { \"item\": \"free_time\", \"status\": \"not_stated\", \"confidence\": 0, \"source\": \"\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u6761\u4ef6\u306e\u8868\u3067\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3001\u8a18\u8f09\u3068\u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u8a08\u7b97\u3057\u305f\u6700\u7d42\u65e5\u304c\u8a18\u8f09\u3068\u4e00\u81f4\u3059\u308b\u304b\u8a18\u8f09\u304c\u7121\u304f\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304c\u6700\u7d42\u65e5\u4ee5\u524d |\n| `at_risk` | \u6700\u7d42\u65e5\u307e\u30673\u55b6\u696d\u65e5\u3092\u5207\u3063\u3066\u901a\u95a2\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304c\u6700\u7d42\u65e5\u3088\u308a\u5f8c |\n| `freetime_mismatch` | \u8a18\u8f09\u306e\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3068\u3001\u6761\u4ef6\u306e\u8868\u3067\u8a08\u7b97\u3057\u305f\u5024\u304c\u9055\u3046 |\n| `eta_changed` | \u6539\u8a02\u7248\u3067\u5165\u6e2f\u65e5\u304c\u5909\u308f\u308a\u3001\u6700\u7d42\u65e5\u304c\u52d5\u3044\u305f |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u6761\u4ef6\u306e\u8868\u306b\u7d44\u307f\u5408\u308f\u305b\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u5230\u7740\u6848\u5185\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u4e88\u5b9a\u3068\u5b9f\u7e3e\u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `arrival_kind` \u304c `estimated` \u306e\u9593\u306f\u6700\u7d42\u65e5\u3092\u4eee\u306e\u5024\u3068\u3057\u3001**\u5b9f\u7e3e\u306e\u5230\u7740\u6848\u5185\u304c\u6765\u305f\u3089\u8a08\u7b97\u3057\u76f4\u3057\u3066\u5c65\u6b74\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068\u3092\u8a18\u9332\u3068\u3057\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `not_stated` \u304c\u591a\u3044\u9001\u308a\u5143\u306f\u3001**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u5951\u7d04\u306e\u8868\u3060\u3051\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u3001\u8239\u4f1a\u793e\u306b\u78ba\u8a8d\u3059\u308b\u5148\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u5230\u7740\u6848\u5185\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057 |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | B\/L\u756a\u53f7\u306e\u884c\u306b\u5024\u3092\u66f8\u304d\u3001\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3092\u8db3\u3059 |\n| \u901a\u95a2\u306e\u72b6\u614b\u30fb\u914d\u8eca\u306e\u4e88\u5b9a | \u6bce\u671d\u306e\u53d6\u308a\u8fbc\u307f | \u7533\u544a\u306e\u72b6\u614b\u3068\u5f15\u304d\u53d6\u308a\u306e\u4e88\u5b9a\u65e5\u3092\u8aad\u3080 |\n| \u901a\u77e5 | \u30e1\u30fc\u30eb | \u6bce\u671d\u306e\u5370\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u306b\u9001\u308b |\n\n**\u8239\u4f1a\u793e\u3078\u306e\u652f\u6255\u3068\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u306e\u5909\u66f4\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002** \u8acb\u6c42\u984d\u306f\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\u3060\u3051\u3067\u3001\u652f\u6255\u306f\u65e2\u5b58\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002**\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u5165\u308c\u66ff\u3048\u308b\u306e\u306f\u3001\u901a\u95a2\u3068\u914d\u8eca\u306e\u62c5\u5f53\u8005\u3068\u8a71\u3057\u305f\u62c5\u5f53\u8005\u3067\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u3082\u306e\u306f\u78ba\u8a8d\u305b\u305a\u3001\u53f0\u5e33\u306e\u5024\u306e\u307e\u307e\u6271\u3044\u307e\u3059\u3002**`human_check` \u3092\u300c\u6761\u4ef6\u4ed8\u304d\u300d\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3053\u306e\u305f\u3081\u3067\u3059\u3002**\n\n1. **`at_risk` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u901a\u95a2\u306e\u66f8\u985e\u306e\u4e0d\u8db3\u304b\u3001\u914d\u8eca\u306e\u7a7a\u304d\u304b\u3092\u78ba\u304b\u3081\u3001\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u6c7a\u3081\u307e\u3059\n2. **`eta_changed` \u306e\u6700\u7d42\u65e5\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6539\u8a02\u7248\u306e\u5165\u6e2f\u65e5\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u6700\u7d42\u65e5\u3092\u3001\u914d\u8eca\u306e\u62c5\u5f53\u8005\u306b\u4f1d\u3048\u307e\u3059\n3. **`freetime_mismatch` \u3092\u8239\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b** \u2026 \u8a18\u8f09\u3068\u5951\u7d04\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **`needs_human` \u306e\u5024\u3092\u753b\u50cf\u3067\u78ba\u5b9a\u3055\u305b\u308b** \u2026 \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3084\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u3092\u653e\u7f6e\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a18\u8f09\u3068\u5951\u7d04\u304c\u98df\u3044\u9055\u3063\u305f\u307e\u307e\u671f\u9650\u3092\u904e\u304e\u308b\u3068\u3001**\u5f8c\u3067\u5c4a\u304f\u30c7\u30de\u30ec\u30fc\u30b8\u306e\u8acb\u6c42\u3067\u3001\u3069\u3061\u3089\u306e\u65e5\u6570\u3067\u6570\u3048\u308b\u304b\u306e\u8a71\u3057\u5408\u3044\u306b\u306a\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9001\u308a\u5143\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u5230\u7740\u6848\u5185 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `not_stated`\u3002**\u6761\u4ef6\u306e\u8868\u306e\u5024\u3060\u3051\u3067\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3059\u308b** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u9001\u308a\u5143\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 | `unreadable`\u3002**\u76f4\u3055\u305a\u3001\u4eba\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** |\n| \u53f0\u5e33\u306bB\/L\u756a\u53f7\u306e\u884c\u304c\u7121\u3044 | \u65b0\u3057\u3044\u6848\u4ef6\u304b\u756a\u53f7\u306e\u8aa4\u308a\u304b\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u6761\u4ef6\u306e\u8868\u306b\u8377\u4e3b\u3068\u8239\u4f1a\u793e\u306e\u7d44\u304c\u7121\u3044 | `needs_human`\u3002\u5951\u7d04\u3092\u78ba\u304b\u3081\u3066\u8868\u306b\u8db3\u3059 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u671f\u9650\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u6700\u7d42\u65e5\u3068\u3044\u30461\u3064\u306e\u5024\u306b\u52b9\u304f\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001`at_risk` \u306e\u5370\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u5230\u7740\u6848\u5185\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u9001\u308a\u5143\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- **\u5165\u6e2f\u65e5\u3068\u6700\u7d42\u65e5\u306e\u5c65\u6b74** \u2026 \u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u3044\u3064\u3001\u4f55\u304c\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u308f\u3063\u305f\u304b\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6761\u4ef6\u306e\u8868\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u8239\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u56de\u7b54\n\n**4\u3064\u76ee\u306e\u5c65\u6b74\u306f\u3001\u30c7\u30de\u30ec\u30fc\u30b8\u306e\u8acb\u6c42\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u8acb\u6c42\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u3001**\u5f53\u6642\u306e\u5230\u7740\u6848\u5185\u306e\u5165\u6e2f\u65e5\u3068\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3092\u3059\u3050\u5f15\u3051\u308c\u3070**\u3001\u8acb\u6c42\u306e\u65e5\u6570\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":8,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":80,"after_hours_month":20,"saved_hours_month":60,"reduction_rate":75,"saved_hours_year":720,"annual_cost_effect":2160000,"summary":"\u8239\u4f1a\u793e\u3084\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5230\u7740\u6848\u5185\u3092\u8aad\u307f\u53d6\u308a\u3001\u5165\u6e2f\u65e5\u30fb\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u671f\u9650\u30fb\u8acb\u6c42\u984d\u3092\u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u901a\u95a2\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u7167\u3089\u3057\u3001\u30c7\u30de\u30ec\u30fc\u30b8\u304c\u304b\u304b\u308a\u305d\u3046\u306a\u30b3\u30f3\u30c6\u30ca\u3092\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5230\u7740\u6848\u5185\u306ePDF\u3092\u3001\u62c5\u5f53\u8005\u304c\u958b\u304f\n2. B\/L\u756a\u53f7\u3001\u8239\u540d\u3068\u822a\u6d77\u756a\u53f7\u3001\u5165\u6e2f\u4e88\u5b9a\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u3092\u8aad\u3080\n3. \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u3067B\/L\u756a\u53f7\u306e\u884c\u3092\u63a2\u3057\u3001\u8ee2\u8a18\u3059\u308b\n4. \u8377\u4e3b\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3067\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u65e5\u6570\u3092\u78ba\u304b\u3081\u3001\u5165\u6e2f\u65e5\u304b\u3089\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3066\u53f0\u5e33\u306b\u66f8\u304f\n5. \u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u3092\u898b\u3066\u3001\u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u9593\u306b\u5408\u308f\u306a\u3055\u305d\u3046\u306a\u30b3\u30f3\u30c6\u30ca\u3092\u3001\u901a\u95a2\u3068\u914d\u8eca\u306e\u62c5\u5f53\u8005\u3001\u8377\u4e3b\u306b\u9023\u7d61\u3059\u308b\n\n**\uff08a\uff09\u671f\u9650\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u308b\u3002** 4\u756a\u76ee\u30685\u756a\u76ee\u306f\u3001\u5230\u7740\u6848\u5185\u304c\u591a\u3044\u9031\u307b\u3069\u5f8c\u56de\u3057\u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u7d42\u65e5\u306e\u524d\u65e5\u306b\u6c17\u3065\u3044\u3066\u3082\u3001\u901a\u95a2\u306e\u66f8\u985e\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u5f15\u304d\u53d6\u308c\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u5165\u6e2f\u65e5\u306e\u5909\u66f4\u304c\u53f0\u5e33\u306b\u5165\u3089\u306a\u3044\u3002** \u6539\u8a02\u7248\u306e\u5230\u7740\u6848\u5185\u306f\u3001\u4ef6\u540d\u306b `Revised` \u3068\u4ed8\u304f\u3060\u3051\u3067\u3001\u672c\u6587\u306e\u66f8\u5f0f\u306f\u6700\u521d\u306e\u3082\u306e\u3068\u540c\u3058\u3067\u3059\u3002**\u6700\u521d\u306e\u3082\u306e\u3068\u533a\u5225\u304c\u3064\u304b\u305a\u3001\u6539\u8a02\u3092\u8aad\u307f\u843d\u3068\u3057\u307e\u3059\u3002**\n\n**\uff08c\uff09\u8ee2\u8a18\u306b\u8ffd\u308f\u308c\u308b\u3002** 1\u901a\u3042\u305f\u308a\u306e\u6642\u9593\u306f\u77ed\u304f\u3066\u3082\u3001**\u6708600\u901a\u30925\u540d\u3067\u8ee2\u8a18\u3059\u308b\u3068\u3001\u305d\u308c\u3060\u3051\u3067\u65e5\u4e2d\u306e\u4f5c\u696d\u304c\u57cb\u307e\u308a\u307e\u3059\u3002** \u671f\u9650\u306e\u78ba\u8a8d\u306b\u56de\u3059\u6642\u9593\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5230\u7740\u6848\u5185\u306ePDF\u3092\u3001\u62c5\u5f53\u8005\u304c\u958b\u304f","B\/L\u756a\u53f7\u3001\u8239\u540d\u3068\u822a\u6d77\u756a\u53f7\u3001\u5165\u6e2f\u4e88\u5b9a\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u3092\u8aad\u3080","\u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u3067B\/L\u756a\u53f7\u306e\u884c\u3092\u63a2\u3057\u3001\u8ee2\u8a18\u3059\u308b","\u8377\u4e3b\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3067\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u65e5\u6570\u3092\u78ba\u304b\u3081\u3001\u5165\u6e2f\u65e5\u304b\u3089\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3066\u53f0\u5e33\u306b\u66f8\u304f","\u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u3092\u898b\u3066\u3001\u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u308b","\u9593\u306b\u5408\u308f\u306a\u3055\u305d\u3046\u306a\u30b3\u30f3\u30c6\u30ca\u3092\u3001\u901a\u95a2\u3068\u914d\u8eca\u306e\u62c5\u5f53\u8005\u3001\u8377\u4e3b\u306b\u9023\u7d61\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5230\u7740\u6848\u5185\u306ePDF\u304c\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u5230\u7740\u6848\u5185\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** B\/L\u756a\u53f7\u3001\u8239\u540d\u3001\u5165\u6e2f\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u306e\u660e\u7d30\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u53f0\u5e33\u306eB\/L\u756a\u53f7\u306e\u884c\u306b\u66f8\u304d\u3001\u6539\u8a02\u7248\u306a\u3089\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3092\u8db3\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5951\u7d04\u306e\u4e00\u89a7\u304b\u3089\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3001\u5230\u7740\u6848\u5185\u306e\u8a18\u8f09\u3068\u6bd4\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u3001\u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u306a\u3044\u30b3\u30f3\u30c6\u30ca\u306b\u5370\u3092\u4ed8\u3051\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u78ba\u304b\u3081\u3001\u901a\u95a2\u30fb\u914d\u8eca\u30fb\u8377\u4e3b\u3068\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\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\u901a\u3092\u958b\u304f\u306e\u3067\u306f\u306a\u304f\u3001**\u671f\u9650\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u5370\u3068\u3001\u8a18\u8f09\u306e\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u5370\u306e\u7121\u3044\u5230\u7740\u6848\u5185\u306f\u3001\u53f0\u5e33\u306b\u66f8\u304b\u308c\u305f\u5024\u3092\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n**6\u756a\u76ee\u30687\u756a\u76ee\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5165\u6e2f\u65e5\u304b\u3089\u306e\u65e5\u6570\u3001\u5951\u7d04\u306e\u65e5\u6570\u3001\u901a\u95a2\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u306e\u6bd4\u8f03\u3002**\u3069\u308c\u3082\u898f\u5247\u3067\u6c7a\u307e\u308b\u8a08\u7b97\u3067\u3001AI\u306b\u306f\u5230\u7740\u6848\u5185\u304b\u3089\u5024\u3092\u8aad\u307f\u53d6\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u3055\u305b\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305f\u5230\u7740\u6848\u5185\u306ePDF\u304c\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u5230\u7740\u6848\u5185\u306e\u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** B\/L\u756a\u53f7\u3001\u8239\u540d\u3001\u5165\u6e2f\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u306e\u660e\u7d30\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u53f0\u5e33\u306eB\/L\u756a\u53f7\u306e\u884c\u306b\u66f8\u304d\u3001\u6539\u8a02\u7248\u306a\u3089\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3092\u8db3\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5951\u7d04\u306e\u4e00\u89a7\u304b\u3089\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3001\u5230\u7740\u6848\u5185\u306e\u8a18\u8f09\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304b\u3089\u3001\u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u306a\u3044\u30b3\u30f3\u30c6\u30ca\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u78ba\u304b\u3081\u3001\u901a\u95a2\u30fb\u914d\u8eca\u30fb\u8377\u4e3b\u3068\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u82f1\u6587\u306e\u5230\u7740\u6848\u5185\uff08PDF\u3002\u8239\u4f1a\u793e\u30fb\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u306e\u30e1\u30fc\u30eb\u6dfb\u4ed8\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u30b3\u30f3\u30c6\u30ca\u3068\u8acb\u6c42\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u5230\u7740\u6848\u5185\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u5206\u3051\u3066\u8a18\u9332\u3059\u308b\n   \u2502   \u2460 B\/L\u756a\u53f7\u3068\u8239\u540d  \u2461 \u5165\u6e2f\u65e5\u3068\u8377\u63da\u3052\u6e2f  \u2462 \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\n   \u2502   \u2463 \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09  \u2464 \u8acb\u6c42\u984d\u306e\u660e\u7d30  \u2465 \u6539\u8a02\u7248\u304b\u3069\u3046\u304b\n   \u25bc\nPython \u2500\u2500 \u53f0\u5e33\u306b\u66f8\u304d\u3001\u5951\u7d04\u306e\u4e00\u89a7\u3067\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3001\u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u6bd4\u3079\u308b\n   \u25bc\n\u53f0\u5e33\uff08ok \uff0f at_risk \uff0f freetime_mismatch \uff0f eta_changed \uff0f needs_human\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u5370\u306e\u4ed8\u3044\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u78ba\u8a8d\u3011\n   \u2514\u2500\u2500\u25b6 \u901a\u95a2\u30fb\u914d\u8eca\u30fb\u8377\u4e3b\u3068\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u6c7a\u3081\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u5230\u7740\u6848\u5185\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u306e\u8a08\u7b97\u3068\u3001\u8a18\u8f09\u30fb\u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u306e\u7167\u5408\uff09 | \u8f38\u5165\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u671f\u9650\u8a08\u7b97\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u5230\u7740\u6848\u5185\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u3068\u5951\u7d04\u306e\u4e00\u89a7\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u8377\u4e3b\u3054\u3068\u30fb\u8239\u4f1a\u793e\u3054\u3068\u306e\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u65e5\u6570\u3068\u6570\u3048\u65b9\u3092\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u3081\u308b\u8868\u306b\u3059\u308b\u3053\u3068**\u3067\u3059\u3002\u65e5\u6570\u3001\u8d77\u7b97\u65e5\uff08\u5165\u6e2f\u65e5\u306e\u7fcc\u65e5\u304b\u3001\u8377\u63da\u3052\u306e\u65e5\u304b\uff09\u3001\u4f11\u65e5\u3092\u6570\u3048\u308b\u304b\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3054\u3068\u306e\u9055\u3044\u30921\u884c\u305a\u3064\u6301\u305f\u305b\u307e\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u5230\u7740\u6848\u5185\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u65e5\u672c\u306e\u4ee3\u7406\u5e97\u304c\u65e5\u672c\u8a9e\u3067\u51fa\u3059\u5230\u7740\u6848\u5185\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3057\u307e\u305b\u3093\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8868\uff08`TABLES`\uff09\u3068\u8cea\u554f\uff08`QUERIES`\uff09\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002** \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u8acb\u6c42\u306e\u660e\u7d30\u306f\u8868\u306b\u4e26\u3073\u3001\u5165\u6e2f\u65e5\u3084\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u306f\u30ad\u30fc\u3068\u5024\u304b\u6587\u7ae0\u306b\u3042\u308a\u307e\u3059\u3002**\u8868\u306f\u884c\u3068\u5217\u3067\u3001\u305d\u308c\u4ee5\u5916\u306f\u8cea\u554f\u3067\u53d6\u308b\u3068\u3001\u66f8\u5f0f\u306e\u9055\u3044\u3092\u5438\u53ce\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002** \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u30011\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3059\u3002\n\n**\u9805\u76ee\u306e\u4e26\u3073\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u7c73\u56fd\u306e\u898f\u5247\u3082\u53c2\u7167\u3057\u307e\u3059\u3002** \u7c73\u56fd\u306e\u9023\u90a6\u6d77\u4e8b\u59d4\u54e1\u4f1a\uff08FMC\uff09\u306e\u898f\u5247\uff0846 CFR Part 541\uff09\u306f\u3001\u5916\u822a\u306e\u904b\u9001\u4eba\u306a\u3069\u304c\u51fa\u3059\u30c7\u30de\u30ec\u30fc\u30b8\u30fb\u30c7\u30a3\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u8acb\u6c42\u66f8\u306b\u3001**B\/L\u756a\u53f7\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u8f38\u5165\u3067\u306f\u8377\u63da\u3052\u6e2f\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u65e5\u6570\u30fb\u8d77\u7b97\u65e5\u30fb\u7d42\u4e86\u65e5\u3001\u8f38\u5165\u3067\u306f\u30b3\u30f3\u30c6\u30ca\u306e\u5f15\u304d\u53d6\u308a\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u65e5**\u306a\u3069\u3092\u66f8\u304f\u3088\u3046\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u81ea\u793e\u306e\u8ca8\u7269\u306b\u3053\u306e\u898f\u5247\u304c\u53ca\u3076\u304b\u306f\u53d6\u5f15\u3054\u3068\u306b\u78ba\u304b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u6570\u3048\u308b\u306e\u306b\u8981\u308b\u9805\u76ee\u306e\u4e26\u3073\u3068\u3057\u3066\u3001\u53f0\u5e33\u306e\u5217\u3092\u6c7a\u3081\u308b\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u5230\u7740\u6848\u5185\u304c\u5c4a\u3044\u305f\u3068\u304d\u3068\u3001\u6bce\u671d\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5230\u7740\u6848\u5185\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u5171\u6709\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u3001\u767b\u9332\u3057\u305f\u8239\u4f1a\u793e\u3068\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092S3\u3078\u8ee2\u9001\u3057\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u53f0\u5e33\u3078\u306e\u8a18\u9332\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u6539\u8a02\u7248\u3082\u540c\u3058\u7d4c\u8def\u3067\u5165\u308c\u3001\u4ef6\u540d\u3068\u672c\u6587\u304b\u3089\u6539\u8a02\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u671d8\u6642\u306e\u5b9a\u6642**\u3067\u3059\u3002\u53f0\u5e33\u306e\u5168\u30b3\u30f3\u30c6\u30ca\u306b\u3064\u3044\u3066\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u307e\u30673\u55b6\u696d\u65e5\u3092\u5207\u3063\u305f\u306e\u306b\u901a\u95a2\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304c\u6700\u7d42\u65e5\u3088\u308a\u5f8c\u306e\u3082\u306e\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u62c5\u5f53\u8005\u3068\u901a\u95a2\u30fb\u914d\u8eca\u306e\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002**\u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u306f\u6bce\u65e5\u5909\u308f\u308b\u306e\u3067\u3001\u5230\u7740\u6848\u5185\u304c\u5c4a\u3044\u305f\u65e5\u3060\u3051\u3067\u306a\u304f\u6bce\u671d\u7167\u3089\u3057\u76f4\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5230\u7740\u6848\u5185 | PDF\u3002B\/L\u756a\u53f7\u3001\u8239\u540d\u3068\u822a\u6d77\u756a\u53f7\u3001\u5165\u6e2f\u4e88\u5b9a\u65e5\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u306e\u660e\u7d30 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | B\/L\u756a\u53f7\u3001\u8377\u4e3b\u3001\u8239\u4f1a\u793e\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5 | \u8f38\u5165\u696d\u52d9\u90e8\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6761\u4ef6\u306e\u8868 | \u8377\u4e3b\u3068\u8239\u4f1a\u793e\u306e\u7d44\u3054\u3068\u306e\u65e5\u6570\u3001\u8d77\u7b97\u65e5\u3001\u4f11\u65e5\u306e\u6271\u3044\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3054\u3068\u306e\u9055\u3044 | \u5951\u7d04\u306e\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u8868\u306b\u3057\u305f\u3082\u306e |\n| \u901a\u95a2\u306e\u72b6\u614b | B\/L\u756a\u53f7\u3054\u3068\u306e\u7533\u544a\u306e\u72b6\u614b\u3001\u8a31\u53ef\u306e\u65e5 | \u901a\u95a2\u306e\u9032\u307f\u5177\u5408\u306e\u4e00\u89a7 |\n| \u914d\u8eca\u306e\u4e88\u5b9a | \u30b3\u30f3\u30c6\u30ca\u3054\u3068\u306e\u5f15\u304d\u53d6\u308a\u306e\u4e88\u5b9a\u65e5 | \u914d\u8eca\u306e\u4e88\u5b9a\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6761\u4ef6\u306e\u8868\u3067\u3059\u3002** \u540c\u3058\u8239\u4f1a\u793e\u3067\u3082\u8377\u4e3b\u3054\u3068\u306b\u5951\u7d04\u306e\u65e5\u6570\u304c\u9055\u3044\u3001**\u30c9\u30e9\u30a4\u3068\u30ea\u30fc\u30d5\u30a1\u30fc\u3067\u65e5\u6570\u304c\u9055\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002** \u8868\u306b\u7121\u3044\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u8a08\u7b97\u3092\u305b\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**\u901a\u95a2\u306e\u72b6\u614b\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u306f\u3001\u6bce\u671d\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u3053\u306e2\u3064\u304c\u53e4\u3044\u3068\u3001\u9593\u306b\u5408\u3046\u306f\u305a\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u5370\u304c\u4ed8\u304d\u3001**\u62c5\u5f53\u8005\u304c\u5370\u3092\u4fe1\u3058\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `FORMS`\u3001`TABLES`\u3001`QUERIES` | \u898b\u51fa\u3057\u306e\u30ad\u30fc\u3068\u5024\u3001\u30b3\u30f3\u30c6\u30ca\u3068\u8acb\u6c42\u306e\u8868\u3001\u6587\u7ae0\u306e\u4e2d\u306e\u65e5\u4ed8 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u5165\u6e2f\u65e5\u3084\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5 | \u540c\u3058\u5230\u7740\u6848\u5185\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u9001\u308a\u5143\u306e\u8b58\u5225\u5b50 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u8239\u4f1a\u793e\u3092\u5f15\u304f |\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `BL_NO` | What is the bill of lading number? |\n| `VESSEL_VOYAGE` | What is the vessel name and voyage number? |\n| `ETA` | What is the estimated or actual arrival date at the port of discharge? |\n| `POD` | What is the port of discharge? |\n| `FREE_TIME` | How many free days are allowed, or what is the last free day? |\n| `TOTAL_CHARGES` | What is the total amount due and the currency? |\n| `REVISION` | Is this a revised or amended arrival notice? |\n\n**\u8cea\u554f\u306e\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u7a7a\u306a\u3089\u3001\u5168\u6587\u304b\u3089 `free time`\u3001`free days`\u3001`last free day`\u3001`LFD` \u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001**\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `not_stated` \u306b\u3057\u307e\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u3001\u5951\u7d04\u306e\u65e5\u6570\u3067\u57cb\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\u5951\u7d04\u306e\u65e5\u6570\u306f\u5225\u306e\u5217\u306b\u6301\u3061\u307e\u3059\u3002\n\n**\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306f\u8868\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u8868\u306e\u884c\u3054\u3068\u306b\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u7a2e\u985e\u3001\u5c01\u5370\u756a\u53f7\u3092\u8aad\u307f\u3001**\u756a\u53f7\u304c\u6c7a\u307e\u3063\u305f\u82f1\u5b57\u3068\u6570\u5b57\u306e\u4e26\u3073\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u5f8c\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\u540c\u671f\u306e\u51e6\u7406\u306fPDF1\u30da\u30fc\u30b8\u307e\u3067\u3067\u3001\u5230\u7740\u6848\u5185\u306f\u8acb\u6c42\u306e\u660e\u7d30\u3092\u542b\u3081\u30662\u301c3\u30da\u30fc\u30b8\u306b\u306a\u308b\u306e\u3067\u975e\u540c\u671f\u3067\u8aad\u307f\u307e\u3059\u3002**\n\n**\u53f0\u5e33\u3001\u6761\u4ef6\u306e\u8868\u3001\u901a\u95a2\u306e\u72b6\u614b\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30e1\u30fc\u30eb\u672c\u6587\u306b\u5230\u7740\u306e\u6848\u5185\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u672c\u6587\u3092PDF\u306b\u3057\u3066\u5165\u308c\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u9001\u308a\u5143\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u5230\u7740\u6848\u5185\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\n5. **\u9001\u308a\u5143\u306e\u7279\u5b9a** \u2026 \u9001\u4fe1\u5143\u306e\u30a2\u30c9\u30ec\u30b9\u304b\u3089\u8239\u4f1a\u793e\u304b\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3092\u6c7a\u3081\u3001\u305d\u306e\u9001\u308a\u5143\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u5f15\u304d\u307e\u3059\n6. **\u6539\u8a02\u306e\u5224\u5b9a\u306e\u6e96\u5099** \u2026 \u4ef6\u540d\u306b `Revised`\u3001`Amended`\u3001`Updated` \u304c\u3042\u308b\u304b\u3092\u8a18\u9332\u3057\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u5408\u308f\u305b\u3066\u6539\u8a02\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\n\n**5\u756a\u76ee\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u306f\u3001\u9001\u308a\u5143\u3054\u3068\u306b\u6301\u3064\u3068\u52b9\u304d\u307e\u3059\u3002** \u540c\u3058\u8239\u4f1a\u793e\u306f\u3044\u3064\u3082\u540c\u3058\u66f8\u304d\u65b9\u3092\u3059\u308b\u306e\u3067\u3001**\u6c7a\u307e\u3063\u305f\u66f8\u304d\u65b9\u306e\u9001\u308a\u5143\u306e\u5230\u7740\u6848\u5185\u3067\u3060\u3051\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5230\u7740\u6848\u5185\u304b\u30898\u3064\u306e\u9805\u76ee\u3092\u8aad\u307f\u53d6\u308a\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u3084\u91d1\u984d\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| B\/L\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e\u3002\u30de\u30b9\u30bf\u30fc\u3068\u30cf\u30a6\u30b9\u3092\u5206\u3051\u308b | \u8907\u6570\u4e26\u3079\u3070 `ambiguous` |\n| \u8239\u540d\u3068\u822a\u6d77\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u5165\u6e2f\u65e5 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8\u3002\u4e88\u5b9a\u304b\u5b9f\u7e3e\u304b\u3082 | \u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u8377\u63da\u3052\u6e2f | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e | \u8868\u306e\u884c\u3054\u3068\u306b\u539f\u6587\u306e\u307e\u307e | \u756a\u53f7\u306e\u4e00\u90e8\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09 | \u65e5\u6570\u304b\u6700\u7d42\u65e5\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n| \u8acb\u6c42\u984d\u306e\u660e\u7d30 | \u8cbb\u76ee\u3001\u91d1\u984d\u3001\u901a\u8ca8\u3092\u884c\u3054\u3068\u306b | \u5408\u8a08\u3057\u304b\u7121\u3051\u308c\u3070\u5408\u8a08\u3060\u3051 |\n| \u6539\u8a02\u304b\u3069\u3046\u304b | \u6539\u8a02\u306e\u8868\u793a\u3068\u3001\u5909\u308f\u3063\u305f\u9805\u76ee\u306e\u8a18\u8f09 | \u8868\u793a\u304c\u7121\u3051\u308c\u3070 `unknown` |\n\n**\u5165\u6e2f\u65e5\u306e\u300c\u4e88\u5b9a\u304b\u5b9f\u7e3e\u304b\u300d\u3092\u5206\u3051\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `ETA` \u3068 `Arrival Date` \u3092\u540c\u3058\u5165\u6e2f\u65e5\u3068\u3057\u3066\u6271\u3046\u3068\u3001**\u4e88\u5b9a\u306e\u65e5\u4ed8\u3067\u6570\u3048\u305f\u6700\u7d42\u65e5\u304c\u3001\u5b9f\u7e3e\u306e\u5165\u6e2f\u30671\u301c2\u65e5\u305a\u308c\u307e\u3059\u3002** \u4e88\u5b9a\u306a\u3089\u3001\u5b9f\u7e3e\u306e\u5230\u7740\u6848\u5185\u304c\u6765\u308b\u307e\u3067\u671f\u9650\u306f\u4eee\u306e\u5024\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u306e\u8a08\u7b97 | \u5951\u7d04\u306e\u6761\u4ef6\u306e\u8868\u3067 Python \u304c\u884c\u3046 |\n| \u9593\u306b\u5408\u3046\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u901a\u95a2\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u3067 Python \u304c\u7167\u3089\u3057\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u88dc\u5b8c | \u5951\u7d04\u306e\u65e5\u6570\u3067\u57cb\u3081\u308b\u3068\u3001\u8a18\u8f09\u3068\u306e\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n| \u8acb\u6c42\u984d\u306e\u59a5\u5f53\u6027\u306e\u5224\u65ad | \u904b\u8cc3\u3068\u30bf\u30ea\u30d5\u306e\u70b9\u691c\u306f\u5225\u306e\u4ed5\u7d44\u307f |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306e\u88dc\u6b63 | 1\u6587\u5b57\u9055\u3046\u3068\u5225\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u306a\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u3082\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u3067\u3059\u3002** OCR\u304c `O` \u3068 `0` \u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u3001\u305d\u308c\u3089\u3057\u304f\u76f4\u3059\u3068\u3001**\u53f0\u5e33\u306b\u5b58\u5728\u3057\u306a\u3044\u30b3\u30f3\u30c6\u30ca\u304c\u751f\u307e\u308c\u307e\u3059\u3002** \u5f62\u304c\u5408\u308f\u306a\u3044\u756a\u53f7\u306f\u76f4\u3055\u305a\u3001\u4eba\u306b\u898b\u305b\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\u7269\u6d41\u4f1a\u793e\u306e\u8f38\u5165\u696d\u52d9\u90e8\u3067\u3001\u8239\u4f1a\u793e\u3084\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5230\u7740\u6848\u5185\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nmbl_no\u3001hbl_no\u3001vessel_voyage_raw\u3001arrival_date_raw\u3001arrival_date\u3001\narrival_kind\uff08estimated \/ actual \/ unknown\uff09\u3001pod_raw\u3001\ncontainers\uff08\u914d\u5217\uff1acontainer_no_raw\u3001type_raw\u3001seal_raw\uff09\u3001\nfree_time_raw\u3001free_time_days\u3001last_free_day\u3001\ncharges\uff08\u914d\u5217\uff1aitem_raw\u3001amount\u3001currency\uff09\u3001total_raw\u3001\nrevision\uff08revised \/ original \/ unknown\uff09\u3001\n\u5404\u9805\u76ee\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3068\u884c\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- not_stated ... \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f not_stated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5951\u7d04\u3084\u6163\u7fd2\u306e\u65e5\u6570\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u6e2f\u65e5\u304c\u4e88\u5b9a\uff08ETA\uff09\u304b\u5b9f\u7e3e\u304b\u3092 arrival_kind \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u307e\u305f\u306f {date_style} \u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\n  YYYY-MM-DD \u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3001ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6587\u5b57\u3092\u88dc\u3063\u305f\u308a\u3001\u4f3c\u305f\u6587\u5b57\u306b\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6700\u7d42\u65e5\u307e\u3067\u306b\u5f15\u304d\u53d6\u308c\u308b\u304b\u3001\u8acb\u6c42\u984d\u304c\u6b63\u3057\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5230\u7740\u6848\u5185\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3060\u3051\u306e\u3082\u306e\u3001\u8239\u7a4d\u306e\u6848\u5185\u3001\u8ca9\u4fc3\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_forms_tables_queries}\n\u3010\u3053\u306e\u9001\u308a\u5143\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3011{date_style}\n```\n\n**\u300c\u5951\u7d04\u3084\u6163\u7fd2\u306e\u65e5\u6570\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u57cb\u3081\u307e\u3059\u3002** \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u304c\u7121\u3044\u5230\u7740\u6848\u5185\u3067\u3001\u3088\u304f\u3042\u308b\u65e5\u6570\u3092\u88dc\u3063\u305f\u5024\u3092\u8fd4\u3059\u3068\u3001**\u5f8c\u6bb5\u306e\u7167\u5408\u3067\u306f\u5951\u7d04\u306e\u65e5\u6570\u3068\u4e00\u81f4\u3057\u305f\u3088\u3046\u306b\u898b\u3048\u3001\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"arrival_notice\",\n  \"mbl_no\": \"ABCD26091234\",\n  \"hbl_no\": \"\",\n  \"vessel_voyage_raw\": \"EVER SAMPLE 112E\",\n  \"arrival_date_raw\": \"ETA 14-Oct-2026\",\n  \"arrival_date\": \"2026-10-14\",\n  \"arrival_kind\": \"estimated\",\n  \"pod_raw\": \"TOKYO, JAPAN\",\n  \"containers\": [\n    { \"container_no_raw\": \"TCNU1234567\", \"type_raw\": \"40HC\", \"seal_raw\": \"\" }\n  ],\n  \"free_time_raw\": \"\",\n  \"free_time_days\": null,\n  \"last_free_day\": \"\",\n  \"charges\": [\n    { \"item_raw\": \"D\/O FEE\", \"amount\": 0, \"currency\": \"JPY\" }\n  ],\n  \"revision\": \"original\",\n  \"items\": [\n    { \"item\": \"free_time\", \"status\": \"not_stated\", \"confidence\": 0, \"source\": \"\" }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u671f\u9650\u306e\u8a08\u7b97\u3068\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u6761\u4ef6\u306e\u8868\u3067\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3001\u8a18\u8f09\u3068\u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u8a08\u7b97\u3057\u305f\u6700\u7d42\u65e5\u304c\u8a18\u8f09\u3068\u4e00\u81f4\u3059\u308b\u304b\u8a18\u8f09\u304c\u7121\u304f\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304c\u6700\u7d42\u65e5\u4ee5\u524d |\n| `at_risk` | \u6700\u7d42\u65e5\u307e\u30673\u55b6\u696d\u65e5\u3092\u5207\u3063\u3066\u901a\u95a2\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u914d\u8eca\u306e\u4e88\u5b9a\u65e5\u304c\u6700\u7d42\u65e5\u3088\u308a\u5f8c |\n| `freetime_mismatch` | \u8a18\u8f09\u306e\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3068\u3001\u6761\u4ef6\u306e\u8868\u3067\u8a08\u7b97\u3057\u305f\u5024\u304c\u9055\u3046 |\n| `eta_changed` | \u6539\u8a02\u7248\u3067\u5165\u6e2f\u65e5\u304c\u5909\u308f\u308a\u3001\u6700\u7d42\u65e5\u304c\u52d5\u3044\u305f |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u6761\u4ef6\u306e\u8868\u306b\u7d44\u307f\u5408\u308f\u305b\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u5230\u7740\u6848\u5185\u3067\u306a\u3044\u66f8\u985e |\n\n**2\u3064\u76ee\u306f\u3001\u4e88\u5b9a\u3068\u5b9f\u7e3e\u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `arrival_kind` \u304c `estimated` \u306e\u9593\u306f\u6700\u7d42\u65e5\u3092\u4eee\u306e\u5024\u3068\u3057\u3001**\u5b9f\u7e3e\u306e\u5230\u7740\u6848\u5185\u304c\u6765\u305f\u3089\u8a08\u7b97\u3057\u76f4\u3057\u3066\u5c65\u6b74\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068\u3092\u8a18\u9332\u3068\u3057\u3066\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `not_stated` \u304c\u591a\u3044\u9001\u308a\u5143\u306f\u3001**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u5951\u7d04\u306e\u8868\u3060\u3051\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u3001\u8239\u4f1a\u793e\u306b\u78ba\u8a8d\u3059\u308b\u5148\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u5230\u7740\u6848\u5185\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057 |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | B\/L\u756a\u53f7\u306e\u884c\u306b\u5024\u3092\u66f8\u304d\u3001\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3092\u8db3\u3059 |\n| \u901a\u95a2\u306e\u72b6\u614b\u30fb\u914d\u8eca\u306e\u4e88\u5b9a | \u6bce\u671d\u306e\u53d6\u308a\u8fbc\u307f | \u7533\u544a\u306e\u72b6\u614b\u3068\u5f15\u304d\u53d6\u308a\u306e\u4e88\u5b9a\u65e5\u3092\u8aad\u3080 |\n| \u901a\u77e5 | \u30e1\u30fc\u30eb | \u6bce\u671d\u306e\u5370\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u306b\u9001\u308b |\n\n**\u8239\u4f1a\u793e\u3078\u306e\u652f\u6255\u3068\u3001\u914d\u8eca\u306e\u4e88\u5b9a\u306e\u5909\u66f4\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002** \u8acb\u6c42\u984d\u306f\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\u3060\u3051\u3067\u3001\u652f\u6255\u306f\u65e2\u5b58\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002**\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u5165\u308c\u66ff\u3048\u308b\u306e\u306f\u3001\u901a\u95a2\u3068\u914d\u8eca\u306e\u62c5\u5f53\u8005\u3068\u8a71\u3057\u305f\u62c5\u5f53\u8005\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f\u3001`ok` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u3082\u306e\u306f\u78ba\u8a8d\u305b\u305a\u3001\u53f0\u5e33\u306e\u5024\u306e\u307e\u307e\u6271\u3044\u307e\u3059\u3002**`human_check` \u3092\u300c\u6761\u4ef6\u4ed8\u304d\u300d\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3053\u306e\u305f\u3081\u3067\u3059\u3002**\n\n1. **`at_risk` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u901a\u95a2\u306e\u66f8\u985e\u306e\u4e0d\u8db3\u304b\u3001\u914d\u8eca\u306e\u7a7a\u304d\u304b\u3092\u78ba\u304b\u3081\u3001\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u6c7a\u3081\u307e\u3059\n2. **`eta_changed` \u306e\u6700\u7d42\u65e5\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6539\u8a02\u7248\u306e\u5165\u6e2f\u65e5\u3067\u8a08\u7b97\u3057\u76f4\u3057\u305f\u6700\u7d42\u65e5\u3092\u3001\u914d\u8eca\u306e\u62c5\u5f53\u8005\u306b\u4f1d\u3048\u307e\u3059\n3. **`freetime_mismatch` \u3092\u8239\u4f1a\u793e\u306b\u78ba\u304b\u3081\u308b** \u2026 \u8a18\u8f09\u3068\u5951\u7d04\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u554f\u3044\u5408\u308f\u305b\u307e\u3059\n4. **`needs_human` \u306e\u5024\u3092\u753b\u50cf\u3067\u78ba\u5b9a\u3055\u305b\u308b** \u2026 \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3084\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u3092\u653e\u7f6e\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a18\u8f09\u3068\u5951\u7d04\u304c\u98df\u3044\u9055\u3063\u305f\u307e\u307e\u671f\u9650\u3092\u904e\u304e\u308b\u3068\u3001**\u5f8c\u3067\u5c4a\u304f\u30c7\u30de\u30ec\u30fc\u30b8\u306e\u8acb\u6c42\u3067\u3001\u3069\u3061\u3089\u306e\u65e5\u6570\u3067\u6570\u3048\u308b\u304b\u306e\u8a71\u3057\u5408\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9001\u308a\u5143\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u5230\u7740\u6848\u5185 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | `not_stated`\u3002**\u6761\u4ef6\u306e\u8868\u306e\u5024\u3060\u3051\u3067\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3059\u308b** |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044 | `ambiguous`\u3002\u9001\u308a\u5143\u306e\u66f8\u304d\u65b9\u3068\u753b\u50cf\u3067\u4eba\u304c\u78ba\u5b9a\u3059\u308b |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 | `unreadable`\u3002**\u76f4\u3055\u305a\u3001\u4eba\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b** |\n| \u53f0\u5e33\u306bB\/L\u756a\u53f7\u306e\u884c\u304c\u7121\u3044 | \u65b0\u3057\u3044\u6848\u4ef6\u304b\u756a\u53f7\u306e\u8aa4\u308a\u304b\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u6761\u4ef6\u306e\u8868\u306b\u8377\u4e3b\u3068\u8239\u4f1a\u793e\u306e\u7d44\u304c\u7121\u3044 | `needs_human`\u3002\u5951\u7d04\u3092\u78ba\u304b\u3081\u3066\u8868\u306b\u8db3\u3059 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30893\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u671f\u9650\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u6700\u7d42\u65e5\u3068\u3044\u30461\u3064\u306e\u5024\u306b\u52b9\u304f\u554f\u984c\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001`at_risk` \u306e\u5370\u304c\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u5230\u7740\u6848\u5185\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u9001\u308a\u5143\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u539f\u6587\u3068\u89e3\u91c8\u306e\u4e21\u65b9\uff09\n- **\u5165\u6e2f\u65e5\u3068\u6700\u7d42\u65e5\u306e\u5c65\u6b74** \u2026 \u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u3044\u3064\u3001\u4f55\u304c\u3001\u4f55\u304b\u3089\u4f55\u306b\u5909\u308f\u3063\u305f\u304b\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6761\u4ef6\u306e\u8868\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u8239\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u56de\u7b54\n\n**4\u3064\u76ee\u306e\u5c65\u6b74\u306f\u3001\u30c7\u30de\u30ec\u30fc\u30b8\u306e\u8acb\u6c42\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u8acb\u6c42\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u3001**\u5f53\u6642\u306e\u5230\u7740\u6848\u5185\u306e\u5165\u6e2f\u65e5\u3068\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3092\u3059\u3050\u5f15\u3051\u308c\u3070**\u3001\u8acb\u6c42\u306e\u65e5\u6570\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u5230\u7740\u6848\u5185\u304b\u308930\u901a\u3092\u9078\u3076\uff08**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u6539\u8a02\u7248\u3001\u65e5\u4ed8\u304c `03\/04\/2026` \u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u306e\u3082\u306e\u3001\u30b3\u30f3\u30c6\u30ca\u304c10\u672c\u4ee5\u4e0a\u4e26\u3076\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b1\u901a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u3053\u306e\u5230\u7740\u6848\u5185\u306eB\/L\u756a\u53f7\u3001\u8239\u540d\u3001\u5165\u6e2f\u65e5\uff08\u4e88\u5b9a\u304b\u5b9f\u7e3e\u304b\uff09\u3001\u8377\u63da\u3052\u6e2f\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3068\u7a2e\u985e\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u8a18\u8f09\u3001\u8acb\u6c42\u984d\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3001\u65e5\u6570\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u53f0\u5e33\u306e\u5f53\u6642\u306e\u5024\u3068\u898b\u6bd4\u3079\u308b\n\n**30\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u4e88\u5b9a\u3068\u5b9f\u7e3e\u3092\u5206\u3051\u3089\u308c\u308b\u304b\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3092\u76f4\u3055\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5165\u6e2f\u65e5\u3068\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u88dc\u3063\u305f | \u88dc\u5b8c\u3092\u7981\u3058\u308b\u6307\u793a\u3092\u8db3\u3059\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u30b3\u30f3\u30c6\u30ca\u304c\u591a\u3044\u5230\u7740\u6848\u5185\u3067\u884c\u304c\u629c\u3051\u305f | \u8868\u306e\u8aad\u307f\u53d6\u308a\u3092\u4f7f\u3046\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u5230\u7740\u6848\u5185\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u53f0\u5e33\u306b\u66f8\u304d\u3001\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u3066\u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u3068\u7167\u3089\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u8ee2\u8a18\u3001\u671f\u9650\u306e\u8a08\u7b97\u3001\u9593\u306b\u5408\u308f\u306a\u3044\u30b3\u30f3\u30c6\u30ca\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u30c7\u30de\u30ec\u30fc\u30b8\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u53f0\u5e33\u306e\u5c65\u6b74\u3068\u7167\u3089\u3057\u3066\u65e5\u6570\u3092\u78ba\u304b\u3081\u308b \uff0f \u5230\u7740\u304b\u3089\u8acb\u6c42\u306e\u78ba\u8a8d\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u8ee2\u8a18\u3068\u671f\u9650\u306e\u8a08\u7b97\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u5370\u306e\u4ed8\u3044\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u78ba\u304b\u3081\u3066\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u3092\u6c7a\u3081\u307e\u3059\u3002**1\u4ef68\u5206\u304c2\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u8acb\u6c42\u306e\u78ba\u8a8d\u3067\u3059\u3002** \u30c7\u30de\u30ec\u30fc\u30b8\u3084\u30c7\u30a3\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u8acb\u6c42\u66f8\u304c\u5c4a\u3044\u305f\u3089\u3001**\u53f0\u5e33\u306b\u6b8b\u3057\u305f\u5165\u6e2f\u65e5\u3068\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u5c65\u6b74\u3068\u7167\u3089\u3057\u3001\u8acb\u6c42\u306e\u65e5\u6570\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30922\u301c3\u304b\u6708\u56de\u3059\u3068\u3001`freetime_mismatch` \u304c\u51fa\u3084\u3059\u3044\u8239\u4f1a\u793e\u3068\u3001`not_stated` \u306e\u591a\u3044\u9001\u308a\u5143\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u6761\u4ef6\u306e\u8868\u3092\u8239\u4f1a\u793e\u306b\u78ba\u304b\u3081\u3066\u6574\u3048\u3066\u304b\u3089\u3001\u8acb\u6c42\u306e\u78ba\u8a8d\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u88dc\u3046 | **\u88dc\u5b8c\u3092\u7981\u3058\u3001`not_stated` \u3067\u8a18\u9332\u3059\u308b** |\n| \u4e88\u5b9a\u306e\u5165\u6e2f\u65e5\u3067\u6700\u7d42\u65e5\u3092\u78ba\u5b9a\u3055\u305b\u308b | \u4e88\u5b9a\u3068\u5b9f\u7e3e\u3092\u5206\u3051\u3001\u4e88\u5b9a\u306e\u9593\u306f\u4eee\u306e\u5024\u3068\u3059\u308b |\n| \u6539\u8a02\u7248\u3067\u5165\u6e2f\u65e5\u304c\u5909\u308f\u3063\u305f\u306e\u306b\u53f0\u5e33\u304c\u53e4\u3044\u307e\u307e | \u6539\u8a02\u3092\u5224\u5b9a\u3057\u3001\u5165\u6e2f\u65e5\u306e\u5c65\u6b74\u3092\u8db3\u3057\u3066\u6700\u7d42\u65e5\u3092\u8a08\u7b97\u3057\u76f4\u3059 |\n| \u65e5\u3068\u6708\u306e\u9806\u5e8f\u3092\u53d6\u308a\u9055\u3048\u308b | \u9001\u308a\u5143\u3054\u3068\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3092\u6301\u3061\u3001\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u4eba\u3078 |\n| \u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3092\u305d\u308c\u3089\u3057\u304f\u76f4\u3059 | \u76f4\u3055\u305a\u3001\u5f62\u306e\u5408\u308f\u306a\u3044\u756a\u53f7\u306f\u4eba\u3078 |\n| \u30b3\u30f3\u30c6\u30ca\u304c\u591a\u3044\u5230\u7740\u6848\u5185\u3067\u884c\u304c\u629c\u3051\u308b | \u8868\u306e\u8aad\u307f\u53d6\u308a\u3067\u30b3\u30f3\u30c6\u30ca\u306e\u884c\u3092\u6570\u3048\u3001\u53f0\u5e33\u306e\u672c\u6570\u3068\u6bd4\u3079\u308b |\n| \u901a\u95a2\u30fb\u914d\u8eca\u306e\u4e88\u5b9a\u304c\u53e4\u304f\u3066\u5370\u304c\u5897\u3048\u308b | \u6bce\u671d\u53d6\u308a\u8fbc\u307f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u65e5\u6642\u3092\u4e00\u89a7\u306b\u51fa\u3059 |\n| \u6761\u4ef6\u306e\u8868\u306b\u7d44\u307f\u5408\u308f\u305b\u304c\u7121\u3044 | \u8a08\u7b97\u305b\u305a\u306b\u4eba\u3078\u56de\u3057\u3001\u5951\u7d04\u3092\u78ba\u304b\u3081\u3066\u8868\u306b\u8db3\u3059 |\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\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u3068\u3044\u30461\u3064\u306e\u5024\u306e\u8aa4\u308a\u3067\u3001**1\u65e5\u305a\u308c\u308b\u3068\u3001\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u304c\u305d\u306e\u307e\u307e\u8aa4\u308a\u307e\u3059\u3002** \u8a18\u8f09\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3057\u3001\u8a08\u7b97\u306f\u8868\u3068\u898f\u5247\u3067\u884c\u3046\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8377\u4e3b\u306e\u540d\u79f0\u3001B\/L\u756a\u53f7\u3001\u8239\u540d\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3001\u8acb\u6c42\u984d\u3001\u305d\u3057\u3066\u8377\u4e3b\u3068\u8239\u4f1a\u793e\u306e\u5951\u7d04\u306e\u6761\u4ef6\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u8377\u4e3b\u306e\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u5951\u7d04\u306e\u6761\u4ef6\u306f\u5916\u306b\u51fa\u305b\u306a\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8aad\u307f\u53d6\u308a\u306b\u5fc5\u8981\u306a\u3082\u306e\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u5230\u7740\u6848\u5185\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u9001\u308a\u5143\u306e\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\u3060\u3051\u3067\u3059\u3002**\u5951\u7d04\u306e\u6761\u4ef6\u306e\u8868\u3001\u901a\u95a2\u306e\u72b6\u614b\u3001\u4ed6\u306e\u8377\u4e3b\u306e\u60c5\u5831\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u5f15\u304d\u53d6\u308a\u306e\u5224\u65ad\u3092\u81ea\u52d5\u3067\u884c\u308f\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u5370\u3068\u4e00\u89a7\u307e\u3067\u3067\u3001**\u3069\u306e\u30b3\u30f3\u30c6\u30ca\u304b\u3089\u5f15\u304d\u53d6\u308b\u304b\u306f\u62c5\u5f53\u8005\u304c\u901a\u95a2\u30fb\u914d\u8eca\u3068\u8a71\u3057\u3066\u6c7a\u3081\u307e\u3059**\n3. **\u8239\u4f1a\u793e\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u98df\u3044\u9055\u3044\u306e\u554f\u3044\u5408\u308f\u305b\u3084\u5ef6\u9577\u306e\u76f8\u8ac7\u306f\u3001**\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059**\n4. **\u8377\u4e3b\u3054\u3068\u306b\u898b\u3089\u308c\u308b\u7bc4\u56f2\u3092\u5206\u3051\u308b** \u2026 \u53f0\u5e33\u3092\u8377\u4e3b\u306b\u5171\u6709\u3059\u308b\u3068\u304d\u306f\u3001**\u305d\u306e\u8377\u4e3b\u306e\u884c\u3060\u3051\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6700\u7d42\u65e5\u3092\u9045\u304f\u898b\u7a4d\u3082\u308a\u3001\u30c7\u30de\u30ec\u30fc\u30b8\u3092\u6255\u3046\u3053\u3068\u3067\u3059\u3002** \u591a\u304f\u306f\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u88dc\u5b8c\u3068\u3001\u4e88\u5b9a\u306e\u5165\u6e2f\u65e5\u3067\u306e\u78ba\u5b9a\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3057\u3001\u8a08\u7b97\u306f\u8868\u3068\u898f\u5247\u3067\u884c\u3046\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u6d77\u4e0a\u30b3\u30f3\u30c6\u30ca\u306e\u8f38\u5165\u3092\u6708\u306b\u6570\u767e\u4ef6\u6271\u3046\u7269\u6d41\u4f1a\u793e\u306e\u8f38\u5165\u696d\u52d9\u90e8\u9580\u3068\u3001\u81ea\u793e\u3067\u8f38\u5165\u3092\u7ba1\u7406\u3059\u308b\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u5c0f\u58f2\u3002\u8907\u6570\u306e\u8239\u4f1a\u793e\u3068\u30d5\u30a9\u30ef\u30fc\u30c0\u30fc\u304b\u3089\u82f1\u6587\u306e\u5230\u7740\u6848\u5185\u304cPDF\u3067\u5c4a\u304d\u3001\u5165\u6e2f\u65e5\u30fb\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u30fb\u8acb\u6c42\u984d\u3092\u62c5\u5f53\u8005\u304c\u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u306b\u624b\u3067\u8ee2\u8a18\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u901a\u95a2\u3084\u914d\u8eca\u306e\u9045\u308c\u3067\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u904e\u304e\u3001\u30c7\u30de\u30ec\u30fc\u30b8\u3084\u30c7\u30a3\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u6255\u3046\u3053\u3068\u304c\u6bce\u6708\u306e\u3088\u3046\u306b\u8d77\u304d\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u8f38\u5165\u304c\u6708\u306b\u6570\u4ef6\u306e\u4f01\u696d\u3002\u8239\u4f1a\u793e\u306e\u30dd\u30fc\u30bf\u30eb\u3084\u30c7\u30fc\u30bf\u9023\u643a\u3067\u5230\u7740\u306e\u60c5\u5831\u3092\u53d7\u3051\u53d6\u308c\u3066\u304a\u308a\u3001PDF\u306e\u5230\u7740\u6848\u5185\u3092\u8aad\u3080\u5de5\u7a0b\u304c\u7121\u3044\u5834\u5408\u3002\u5230\u7740\u6848\u5185\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u3053\u3068\u304c\u591a\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3067\u3059\uff09\u3002\u306a\u304a\u3001\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u5ef6\u9577\u306e\u4ea4\u6e09\u3001\u8acb\u6c42\u984d\u306e\u652f\u6255\u3001\u5f15\u304d\u53d6\u308a\u306e\u9806\u756a\u306e\u5224\u65ad\u306f\u3001\u8f38\u5165\u696d\u52d9\u306e\u62c5\u5f53\u8005\u3068\u8cac\u4efb\u8005\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\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u6761\u4ef6\u3092\u8868\u306b\u3059\u308b**\n\n\u8377\u4e3b\u3068\u8239\u4f1a\u793e\u306e\u7d44\u3054\u3068\u306b\u3001\u5951\u7d04\u306e\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u306e\u65e5\u6570\u3001\u8d77\u7b97\u65e5\u3001\u4f11\u65e5\u306e\u6271\u3044\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u7a2e\u985e\u3054\u3068\u306e\u9055\u3044\u3092\u8868\u306b\u3057\u307e\u3059\u3002**\u672c\u6570\u306e\u591a\u3044\u4e0a\u4f4d10\u306e\u7d44\u304b\u3089\u59cb\u3081\u307e\u3059\u3002** \u5206\u304b\u3089\u306a\u3044\u7d44\u306f\u8239\u4f1a\u793e\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u901a\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u5230\u7740\u6848\u5185\u304b\u308930\u901a\u3092\u9078\u3073\u3001\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u30d5\u30ea\u30fc\u30bf\u30a4\u30e0\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u4e88\u5b9a\u3068\u5b9f\u7e3e\u3092\u5206\u3051\u3089\u308c\u308b\u304b\u3001\u30b3\u30f3\u30c6\u30ca\u756a\u53f7\u3092\u76f4\u3055\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u901a\u95a2\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u3092\u6bce\u671d\u53d6\u308a\u8fbc\u3080**\n\n\u901a\u95a2\u306e\u9032\u307f\u5177\u5408\u306e\u4e00\u89a7\u3068\u914d\u8eca\u306e\u4e88\u5b9a\u8868\u3092\u3001**\u6bce\u671d\u540c\u3058\u5f62\u3067\u53d6\u308a\u8fbc\u3081\u308b\u3088\u3046\u306b**\u3057\u307e\u3059\u3002\u3053\u3053\u304c\u53e4\u3044\u3068\u3001\u671f\u9650\u306e\u5370\u304c\u3059\u3079\u3066\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u53f0\u5e33\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3\u3001Lambda\u3001Textract\u3001Claude API\u3001Python \u306e\u7167\u5408\u3092\u3064\u306a\u304e\u3001\u53f0\u5e33\u306b\u5024\u3068\u5370\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u672c\u6570\u306e\u591a\u30443\u793e\u306e\u8239\u4f1a\u793e\u306e\u5230\u7740\u6848\u5185\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u5168\u9001\u308a\u5143\u306b\u5e83\u3052\u3001`freetime_mismatch` \u3068 `eta_changed` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u6761\u4ef6\u306e\u8868\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| 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| [eCFR: 46 CFR Part 541 Demurrage and Detention](https:\/\/www.ecfr.gov\/current\/title-46\/chapter-IV\/subchapter-B\/part-541) | 2026-10-07 |\n| 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Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-07 |\n| StartDocumentAnalysis \u306e `FeatureTypes`\uff08TABLES\uff0fFORMS\uff0fQUERIES\uff0fSIGNATURES\uff0fLAYOUT\uff09\u3001`QueriesConfig`\u3001`ClientRequestToken`\u3001`JobTag`\u3001`NotificationChannel` \u3067 Amazon SNS \u306b\u5b8c\u4e86\u3092\u901a\u77e5\u3059\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-07 |\n| GetDocumentAnalysis \u304c\u8868\u3068\u30bb\u30eb\u306e\u30d6\u30ed\u30c3\u30af\u3092\u8fd4\u3059\u3053\u3068\u3002`JobStatus`\uff08SUCCEEDED\uff0fFAILED\uff0fPARTIAL_SUCCESS \u307b\u304b\uff09\u3001`MaxResults`\uff08\u6700\u59271,000\uff09\u3068 `NextToken`\u3001`StatusMessage`\u3001`Warnings` | [AWS: GetDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_GetDocumentAnalysis.html) | 2026-10-07 |\n| 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