{"id":14356,"date":"2026-10-06T12:06:15","date_gmt":"2026-10-06T03:06:15","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/certificate-of-origin-epa-check\/"},"modified":"2026-10-06T12:06:15","modified_gmt":"2026-10-06T03:06:15","slug":"certificate-of-origin-epa-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/certificate-of-origin-epa-check\/","title":{"rendered":"\u8f38\u5165\u3059\u308b\u5546\u793e\u304c\u3001\u6d77\u5916\u306e\u8f38\u51fa\u8005\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u7a4d\u66f8\u985e\u306b\u7167\u3089\u3057\u3066\u3001EPA\u7a0e\u7387\u3092\u4f7f\u3046\u305f\u3081\u306e\u8a18\u8f09\u306e\u4e0d\u5099\u3092\u901a\u95a2\u524d\u306b\u6d17\u3044\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"

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\u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u3001\u6848\u4ef6\u756a\u53f7\u3092\u4ed8\u3051\u305f\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5199\u3057\u306ePDF\u306f\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\u305f\u3081\u3001\u62c5\u5f53\u8005\u304c\u30e1\u30fc\u30eb\u304b\u3089\u4fdd\u5b58\u3059\u308b\u304b\u3001\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u632f\u308a\u5206\u3051\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u518d\u767a\u7d66\u3092\u983c\u3080\u306a\u30891\u65e5\u3067\u3082\u65e9\u3044\u307b\u3046\u304c\u3088\u304f\u3001**\u8f38\u51fa\u56fd\u306e\u767a\u7d66\u6a5f\u95a2\u306e\u624b\u7d9a\u304d\u3068\u56fd\u969b\u5b85\u914d\u4fbf\u306e\u65e5\u6570\u3092\u8003\u3048\u308b\u3068\u3001\u8ca8\u7269\u306e\u5230\u7740\u307e\u3067\u306e\u6570\u65e5\u306e\u5dee\u304c\u52b9\u3044\u3066\u304d\u307e\u3059\u3002**\n\n**\u540c\u3058\u6848\u4ef6\u30672\u56de\u52d5\u304b\u3057\u307e\u3059\u3002** 1\u56de\u76ee\u306f**\u5199\u3057\u306ePDF\u304c\u5c4a\u3044\u305f\u3068\u304d**\u3067\u3001\u8a18\u8f09\u306e\u4e0d\u5099\u3092\u6d17\u3044\u51fa\u3057\u307e\u3059\u30022\u56de\u76ee\u306f**\u539f\u672c\u304c\u5c4a\u3044\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3068\u304d**\u3067\u3001\u5199\u3057\u3068\u306e\u9055\u3044\u3001\u300cCOPY\u300d\u306a\u3069\u306e\u8868\u793a\u3001\u7f72\u540d\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b `copy` \u3068 `original` \u306e\u533a\u5225\u3092\u5165\u308c\u3001Lambda \u304c\u3069\u3061\u3089\u306e\u56de\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002**2\u56de\u76ee\u3092\u7701\u304f\u3068\u3001\u5199\u3057\u3067\u306f\u554f\u984c\u304c\u306a\u304b\u3063\u305f\u306e\u306b\u539f\u672c\u3067\u7121\u52b9\u306b\u306a\u308b\u6848\u4ef6\u3092\u898b\u9003\u3057\u307e\u3059\u3002**\n\n**\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3092\u4e8c\u5ea6\u8aad\u307e\u306a\u3044\u3088\u3046\u3001** \u540c\u3058\u4f9d\u983c\u306b\u540c\u3058\u51e6\u7406\u756a\u53f7\uff08`JobId`\uff09\u3092\u8fd4\u3059 `ClientRequestToken` \u306b\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u539f\u7523\u5730\u8a3c\u660e\u66f8\u306ePDF | \u5199\u3057\u307e\u305f\u306f\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u3002\u6848\u4ef6\u756a\u53f7 | S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8868\u306e\u30bb\u30eb\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e\u3001\u4fe1\u983c\u5ea6** | Textract |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u306e\u5024 | \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u306e\u540d\u79f0\u3068\u4f4f\u6240\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u3001\u54c1\u540d\u3001\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\u3001\u5305\u88c5 | \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 |\n| \u6848\u4ef6\u306e\u60c5\u5831 | \u4f7f\u3046\u5354\u5b9a\u3001\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3001\u8ca8\u7269\u306e\u5230\u7740\u4e88\u5b9a\u65e5\u3001\u901a\u95a2\u696d\u8005 | \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 |\n| \u5354\u5b9a\u3054\u3068\u306e\u8a18\u8f09\u4e8b\u9805\u306e\u4e00\u89a7 | \u5354\u5b9a\u3054\u3068\u306b\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3079\u304d\u4e8b\u9805\u3068\u3001\u69d8\u5f0f\u306e\u540d\u524d | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u533a\u5206\u306e\u898f\u5247\u306e\u8868 | \u8a18\u8f09\u4e8b\u9805 \u00d7 \u72b6\u614b \u2192 \u7a0e\u95a2\u306e\u4e00\u89a7\u306e\u533a\u5206\u3068\u512a\u5148\u5ea6\u3002\u4e00\u89a7\u306e\u6642\u70b9 | \u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u8a18\u8f09\u4e8b\u9805\u306e\u4e00\u89a7\u304c\u306a\u3051\u308c\u3070\u3001\u3042\u308b\u5354\u5b9a\u3067\u306f\u8981\u3089\u306a\u3044\u6b04\u3092\u300c\u8131\u843d\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u304c\u306a\u3051\u308c\u3070\u3001\u4e0d\u5099\u306e\u91cd\u3055\u3092AI\u304c\u63a8\u3057\u91cf\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u306f\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u3092\u5199\u3057\u3066\u4f5c\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306f\u300c\u4ee4\u548c8\u5e744\u67081\u65e5\u73fe\u5728\u300d\u3068\u6642\u70b9\u3092\u793a\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u8868\u306b\u3082\u305d\u306e\u6642\u70b9\u3092\u6301\u305f\u305b\u307e\u3059\u3002**","data_source":"Lambda \u304b\u3089 Textract \u306e\u975e\u540c\u671f\u306e\u5206\u6790\uff08`StartDocumentAnalysis`\uff09\u3092\u547c\u3073\u3001\u5b8c\u4e86\u3092 Amazon SNS \u3067\u53d7\u3051\u53d6\u3063\u3066\u304b\u3089\u7d50\u679c\uff08`GetDocumentAnalysis`\uff09\u3092\u53d6\u308a\u307e\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001**\u5b8c\u4e86\u3092\u5f85\u3064\u305f\u3081\u306b\u7d50\u679c\u306e\u53d6\u5f97\u3092\u7e70\u308a\u8fd4\u3057\u547c\u3076\u3053\u3068\u306f\u52e7\u3081\u3089\u308c\u305a\u3001\u547c\u3073\u3059\u304e\u308b\u3068\u7d5e\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `FORMS` | \u300cExporter\u300d\u300cConsignee\u300d\u300cCertificate No.\u300d\u306a\u3069\u306e\u6b04 |\n| \u8868\u306e\u30bb\u30eb | `TABLES` | \u54c1\u540d\u30fb\u5305\u88c5\u30fb\u6570\u91cf\u30fb\u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\u304c\u4e26\u3076\u6b04 |\n| \u554f\u3044\u3078\u306e\u7b54\u3048 | `QUERIES` | \u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u306a\u3069\u3001\u4f4d\u7f6e\u306e\u6c7a\u307e\u3089\u306a\u3044\u5024 |\n| \u7f72\u540d\u306e\u4f4d\u7f6e | `SIGNATURES` | \u767a\u7d66\u6a5f\u95a2\u306e\u6b04\u3068\u8f38\u51fa\u8005\u306e\u6b04\u306b\u7f72\u540d\u304c\u3042\u308b\u304b |\n| \u4fe1\u983c\u5ea6 | \u5404\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u8aad\u307f\u53d6\u308a\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n\n**\u554f\u3044\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067**\u3067\u3059\u3002\u5354\u5b9a\u3054\u3068\u306b\u300cWhat is the certificate number?\u300d\u306e\u3088\u3046\u306a**1\u3064\u306e\u5024\u306b1\u3064\u306e\u554f\u3044**\u3092\u7528\u610f\u3057\u3001\u5225\u540d\uff08`Alias`\uff09\u3092\u8a18\u8f09\u4e8b\u9805\u306e\u540d\u524d\u306b\u3057\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f**\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u7f72\u540d\u306f\u4f4d\u7f6e\u3067\u898b\u307e\u3059\u3002** `SIGNATURES` \u304c\u8fd4\u3059\u7f72\u540d\u306e\u4f4d\u7f6e\u304c\u3001**\u767a\u7d66\u6a5f\u95a2\u306e\u6b04\u3068\u8f38\u51fa\u8005\u306e\u6b04\u306e\u7bc4\u56f2\u306b\u5165\u3063\u3066\u3044\u308b\u304b**\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Textract \u306e\u5bfe\u8c61\u306f JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3059\u3002XFA \u5f62\u5f0f\u306e PDF \u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066\u304b\u3089 PDF \u306b\u3057\u307e\u3059\n2. **\u4fdd\u8b77\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305f PDF \u306f\u6271\u3048\u307e\u305b\u3093\u3002**\u8f38\u51fa\u8005\u306b\u4fdd\u8b77\u3092\u5916\u3057\u3066\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n3. **\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u306f300DPI\u306b\u3057\u307e\u3059**\n5. **\u30da\u30fc\u30b8\u306e\u78ba\u8a8d** \u2026 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u7d9a\u304d\u306e\u7d19\u304c\u3042\u308b\u8a3c\u660e\u66f8\u306f\u30011\u901a\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n6. **\u5354\u5b9a\u306e\u78ba\u8a8d** \u2026 \u6848\u4ef6\u306e\u53f0\u5e33\u306e\u5354\u5b9a\u3068\u3001\u8a3c\u660e\u66f8\u306e\u8868\u984c\u306e\u69d8\u5f0f\u306e\u540d\u524d\u304c\u5408\u3046\u304b\u3092\u898b\u307e\u3059\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u6848\u4ef6\u306b\u540c\u3058\u767a\u7d66\u756a\u53f7\u306e\u8a3c\u660e\u66f8\u304c2\u901a\u3042\u308c\u3070\u3001\u65b0\u3057\u3044\u307b\u3046\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u304c\u91cd\u3044\u306e\u306f\u3001** \u7a0e\u95a2\u306e\u4e00\u89a7\u3067**\u5354\u5b9a\u306b\u898f\u5b9a\u3055\u308c\u305f\u69d8\u5f0f\u3067\u306f\u306a\u3044\u539f\u7523\u5730\u8a3c\u660e\u66f8**\uff08\u4f8b\uff1a\u4e00\u822c\u7279\u6075\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\uff09\u306f\u7121\u52b9\u3068\u3055\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u3092\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u884c\u306b\u5bfe\u5fdc\u3065\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8a18\u8f09\u4e8b\u9805\uff08\u533a\u5206\uff09 | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u69d8\u5f0f\u306e\u540d\u524d\u3001\u767a\u7d66\u56fd\u3001\u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\uff08\u771f\u6b63\u6027\uff09 | \u8868\u984c\u3068\u6b04\u304b\u3089 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u9061\u53ca\u767a\u7d66\u30fb\u518d\u767a\u7d66\u306e\u6587\u8a00\uff08\u771f\u6b63\u6027\uff09 | \u300cIssued Retroactively\u300d\u306a\u3069\u306e\u6587\u8a00\u306e\u6709\u7121 | \u6587\u8a00\u3092\u4f5c\u3089\u306a\u3044\u3002\u7121\u3051\u308c\u3070\u7a7a |\n| \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u306e\u540d\u79f0\u3068\u4f4f\u6240\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u300cTo order\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u306e\u307e\u307e\u5199\u3059 |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u7b2c\u4e09\u56fd\u30a4\u30f3\u30dc\u30a4\u30b9\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\u5199\u3059 |\n| \u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u30fb\u8f38\u9001\u624b\u6bb5\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u54c1\u540d\u30fb\u5305\u88c5\u30fb\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\uff08\u540c\u4e00\u6027\uff09 | \u8868\u306e\u884c\u3054\u3068\u306b\u3002**\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u3069\u306e\u884c\u306b\u5f53\u305f\u308b\u304b\u3092\u793a\u3059** | \u5bfe\u5fdc\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `unmatched` |\n| \u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\uff08\u539f\u7523\u6027\uff09 | \u8868\u306e\u884c\u3054\u3068\u306b | \u7a7a\u6b04\u306a\u3089\u7a7a\u306e\u307e\u307e |\n\n**\u54c1\u540d\u306e\u884c\u306e\u5bfe\u5fdc\u3065\u3051\u306f\u3001AI\u306e\u5f97\u610f\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u300cCHEMICAL PRODUCTS\u300d\u3068\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u578b\u756a\u3064\u304d\u306e\u54c1\u540d\u306e\u3088\u3046\u306b\u3001**\u8a9e\u304c\u9055\u3063\u3066\u3082\u540c\u3058\u54c1\u76ee\u304b\u3092\u793a\u305b\u307e\u3059\u3002** \u6839\u62e0\u306f `evidence` \u306b\u5fc5\u305a\u6b8b\u3055\u305b\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a3c\u660e\u66f8\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u3082\u3001\u76f8\u8ac7\u3092\u6c42\u3081\u308b\u533a\u5206\u304c\u3042\u308b\u3002\u901a\u95a2\u696d\u8005\u3068\u539f\u7523\u5730\u8abf\u67fb\u5b98\u7b49\u304c\u5224\u65ad\u3059\u308b |\n| \u7523\u54c1\u304c\u539f\u7523\u54c1\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u5354\u5b9a\u306e\u54c1\u76ee\u5225\u898f\u5247\u306e\u5f53\u3066\u306f\u3081\u3002AI\u304c\u63a8\u3057\u91cf\u3063\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u306a\u3044 |\n| \u7a7a\u6b04\u306e\u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\u3092\u57cb\u3081\u308b | \u57cb\u3081\u305f\u77ac\u9593\u306b\u3001\u3044\u3061\u3070\u3093\u91cd\u3044\u8131\u843d\u304c\u6d88\u3048\u308b |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u5024\u306b\u5408\u308f\u305b\u3066\u8aad\u307f\u76f4\u3059 | \u98df\u3044\u9055\u3044\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u7167\u5408\u304c\u3001\u7167\u5408\u3067\u306a\u304f\u306a\u308b |\n| \u4e0d\u5099\u306e\u533a\u5206\u3092\u6c7a\u3081\u308b | \u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u3063\u305f\u898f\u5247\u306e\u8868\u3067\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u30684\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e HS\u756a\u53f7\u306e\u6b04\u304c\u304b\u3059\u308c\u3066\u8aad\u3081\u306a\u3044\u3068\u304d\u3001AI\u306f\u53f0\u5e33\u306e\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3092\u898b\u3066\u300c\u540c\u3058\u3060\u308d\u3046\u300d\u3068\u57cb\u3081\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u3001\u6bd4\u3079\u308b\u76f8\u624b\u306e\u5024\u306fAI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306e\u5024\u3068\u6bd4\u3079\u308b\u306e\u306f\u3001AI\u306e\u5f8c\u306e Python \u306e\u51e6\u7406\u3067\u3059\u3002","prompt_example":"```\nYou are an import documentation clerk at a Japanese trading company.\nFrom the OCR result of a Certificate of Origin, extract each field exactly\nas written. Do not guess. Do not correct.\n\n[Fields to extract]\nform_name, issuing_country, certificate_no, issue_date,\nretroactive_or_duplicate_wording, exporter_name, exporter_address,\nconsignee_name, consignee_address, invoice_no, invoice_date,\nthird_country_invoice, vessel_or_transport, port_of_loading,\nitems[]: { description, packages, marks, quantity, gross_weight,\n origin_criterion, hs_code }\nsignatures: { issuing_authority_box, exporter_box }\n\n[Rules]\n- Copy every value character by character as it appears in the OCR result.\n Do not normalize addresses, company suffixes, dates or numbers.\n- If a field is blank or not found, leave value empty and set status to \"missing\".\n Never fill a blank field from other fields or from common sense.\n- If characters are detected but the confidence is low, set status to \"unreadable\".\n- For origin_criterion and hs_code, never infer a value. A blank is \"missing\".\n- If the wording \"Issued Retroactively\" or \"Duplicate\" is not printed, leave it empty.\n Do not add such wording yourself.\n- For each item, give invoice_line_no from the invoice line list only when the\n description clearly refers to the same goods, and quote the words you relied on\n in evidence. Otherwise set invoice_line_no to null.\n- If any part of the text is not in English (for example, an address in another script),\n set status to \"unreadable\" for that field.\n- Do not judge whether the certificate is valid, or whether the goods are originating.\n\n[OCR result] {ocr_result}\n[Invoice line list (description only)] {invoice_lines}\n[Required fields for this agreement] {required_fields}\n```\n\n**\u6307\u793a\u3092\u82f1\u8a9e\u3067\u66f8\u304f\u306e\u306f\u3001\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u53d7\u3051\u53d6\u308b\u305f\u3081\u3067\u3059\u3002** \u65e5\u672c\u8a9e\u3067\u66f8\u304f\u3068\u3001\u5024\u307e\u3067\u8a33\u3055\u308c\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u30a4\u30f3\u30dc\u30a4\u30b9\u306f\u54c1\u540d\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002** \u8f38\u51fa\u8005\u540d\u3084\u6570\u91cf\u307e\u3067\u6e21\u3059\u3068\u3001**\u8aad\u307f\u53d6\u308a\u306e\u5024\u3092\u305d\u3061\u3089\u306b\u5bc4\u305b\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u306b\u56fa\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f\u5236\u7d04\u4ed8\u304d\u306e\u751f\u6210\u3067**\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u4fdd\u8a3c\u3057\u3001\u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u305d\u308d\u3046**\u3068\u3055\u308c\u3001`enum` \u3082\u4f7f\u3048\u307e\u3059\u3002\n\n```json\n{\n \"document_type\": \"certificate_of_origin\",\n \"copy_or_original\": \"copy | original\",\n \"fields\": [\n { \"field\": \"certificate_no\", \"value\": \"\", \n \"status\": \"ok | missing | unreadable\", \"confidence\": 0 }\n ],\n \"items\": [\n { \"row_no\": 1, \"description\": \"\", \"quantity\": \"\", \"gross_weight\": \"\",\n \"origin_criterion\": \"\", \"hs_code\": \"\",\n \"invoice_line_no\": null, \"evidence\": \"\" }\n ],\n \"signatures\": { \"issuing_authority_box\": \"present | absent\",\n \"exporter_box\": \"present | absent\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u4ed5\u4e8b\u3068\u7167\u5408\u306e\u4ed5\u4e8b\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `fields` \u3068 `items` \u306fAI\u304c\u57cb\u3081\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3068\u533a\u5206\u3078\u306e\u5f53\u3066\u306f\u3081\u306f Python \u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u533a\u5206 | \u4e3b\u306a\u8a18\u8f09\u4e8b\u9805 | \u898f\u5247\u306e\u8868\u3067\u306e\u6271\u3044\uff08\u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\uff09 | \u512a\u5148\u5ea6 |\n|:--|:--|:--|:--|\n| \u771f\u6b63\u6027 | \u69d8\u5f0f\u3001\u539f\u672c\u3001\u5370\u5f71\u30fb\u7f72\u540d\u3001\u767a\u7d66\u65e5\u30fb\u767a\u7d66\u756a\u53f7\u3001\u6709\u52b9\u671f\u9593\u3001\u9061\u53ca\u767a\u7d66\u306e\u6587\u8a00 | \u8131\u843d\u306f\u7121\u52b9\u3068\u3055\u308c\u308b\u3082\u306e\u304c\u591a\u3044 | **\u9ad8\uff08\u518d\u767a\u7d66\u306e\u4f9d\u983c\uff09** |\n| \u540c\u4e00\u6027 | \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8f38\u9001\u3001\u6570\u91cf\u30fb\u91cd\u91cf\u3001\u5305\u88c5\u3001\u54c1\u540d | \u53d6\u5f15\u306e\u66f8\u985e\u3067\u540c\u4e00\u6027\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u5834\u5408\u306b\u9650\u308a\u6709\u52b9\u3068\u3055\u308c\u3046\u308b | \u4e2d\uff08\u901a\u95a2\u696d\u8005\u3068\u76f8\u8ac7\uff09 |\n| \u539f\u7523\u6027 | \u7279\u6075\u57fa\u6e96\u3001HS\u756a\u53f7 | \u7279\u6075\u57fa\u6e96\u306e\u8131\u843d\u306f\u539f\u5247\u7121\u52b9\u3002HS\u756a\u53f7\u306e\u76f8\u9055\u306fHS\u306e\u7248\u306e\u9055\u3044\u306a\u3069\u3067\u6709\u52b9\u3068\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308b | \u4e2d\u301c\u9ad8\uff08\u76f8\u8ac7\uff09 |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u304c\u4fdd\u8a3c\u3059\u308b\u306e\u306f\u5f62\u307e\u3067\u3060\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u3082\u3001\u5fdc\u7b54\u306e\u6253\u3061\u5207\u308a\uff08`max_tokens`\uff09\u3084\u62d2\u5426\u306e\u3068\u304d\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Python \u3067\u306f\u3001`stop_reason` \u3092\u898b\u3066\u3001**\u5f62\u304c\u5d29\u308c\u305f\u5fdc\u7b54\u306f\u5168\u4ef6\u3092\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u6709\u52b9\u671f\u9593\u3092\u6a5f\u68b0\u3067\u8a08\u7b97\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `issue_date` \u3068\u5230\u7740\u4e88\u5b9a\u65e5\u304b\u3089\u3001**\u767a\u7d66\u306e\u65e5\u304b\u30891\u5e74**\u307e\u3067\u306e\u6b8b\u308a\u306e\u65e5\u6570\u3092\u51fa\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8 | Lambda \u3092\u52d5\u304b\u3059 |\n| Textract | \u975e\u540c\u671f\u306e\u5206\u6790\uff08StartDocumentAnalysis\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u304f Lambda \u3092\u52d5\u304b\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a18\u8f09\u4e8b\u9805\u306e\u53d6\u308a\u51fa\u3057\u3068\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u3001\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u306e\u5024\u3001\u5354\u5b9a\u3001\u7a0e\u756a\u3001\u5230\u7740\u4e88\u5b9a\u65e5 |\n| \u70b9\u691c\u8868 | \u66f8\u304d\u51fa\u3057 | \u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306e\u72b6\u614b\u3001\u533a\u5206\u3001\u512a\u5148\u5ea6\u3001\u6b8b\u308a\u306e\u65e5\u6570 |\n\n**\u53f0\u5e33\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u3060\u3051\u3092\u3001\u53f0\u5e33\u306e\u300cEPA\u66f8\u985e\u306e\u72b6\u614b\u300d\u306e\u6b04\u306b\u624b\u3067\u5165\u308c\u307e\u3059\u3002\n\n**\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306f\u3001\u771f\u6b63\u6027\u306e\u533a\u5206\u306b\u4e0d\u5099\u304c\u3042\u308b\u6848\u4ef6\u306b\u3060\u3051\u4f5c\u308a\u3001** \u6b20\u3051\u3066\u3044\u308b\u6b04\u3092\u8a3c\u660e\u66f8\u306e\u6b04\u306e\u540d\u524d\u3067\u66f8\u304d\u307e\u3059\u3002","human_review":"**\u62c5\u5f53\u8005\u306f\u3001\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u304b\u3089\u958b\u304d\u307e\u3059\u3002**\n\n1. **\u771f\u6b63\u6027\u306e\u533a\u5206\u306e\u4e0d\u5099\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7f72\u540d\u304c `absent` \u3068\u51fa\u305f\u6b04\u3092\u753b\u50cf\u3067\u898b\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30f3\u3067\u8584\u304f\u306a\u3063\u305f\u3060\u3051\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059**\n2. **\u6b8b\u308a\u306e\u65e5\u6570\u306e\u5c11\u306a\u3044\u6848\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6709\u52b9\u671f\u9593\u3068\u5230\u7740\u4e88\u5b9a\u65e5\u3092\u898b\u3066\u3001\u518d\u767a\u7d66\u304c\u9593\u306b\u5408\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\n3. **\u540c\u4e00\u6027\u306e\u533a\u5206\u306e\u98df\u3044\u9055\u3044\u3092\u898b\u308b** \u2026 \u53d6\u5f15\u306e\u66f8\u985e\u3067\u540c\u4e00\u6027\u3092\u793a\u305b\u308b\u304b\u3092\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3057\u307e\u3059\n4. **\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u3092\u78ba\u304b\u3081\u308b** \u2026 `invoice_line_no` \u304c `null` \u306e\u884c\u3068\u3001`evidence` \u304c\u77ed\u3044\u884c\u3092\u898b\u307e\u3059\n5. **\u539f\u672c\u306e\u56de\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5199\u3057\u3068\u306e\u9055\u3044\u3068\u3001\u300cCOPY\u300d\u306a\u3069\u306e\u8868\u793a\u3092\u898b\u307e\u3059\n6. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8a18\u8f09\u4e8b\u9805\u3092\u3001\u4f55\u304b\u3089\u4f55\u3078\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u30685\u756a\u76ee\u306f\u3001\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u771f\u6b63\u6027\u306e\u533a\u5206\u306e\u4e0d\u5099\u306f**\u901a\u95a2\u306e\u6bb5\u968e\u3067\u306f\u76f4\u305b\u305a\u3001** \u8f38\u51fa\u56fd\u3067\u767a\u7d66\u3057\u76f4\u3057\u3066\u3082\u3089\u3046\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u5f62\u5f0f\u306e PDF | Textract \u3067\u306f\u6271\u3048\u306a\u3044\u3002**\u4fdd\u8b77\u3092\u5916\u3059\u3001\u307e\u305f\u306f\u5370\u5237\u3057\u76f4\u3057\u3066 PDF \u306b\u3059\u308b** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6587\u5b57\u304c\u6df7\u3056\u308b | \u305d\u306e\u6b04\u3092 `unreadable`\u3002**\u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u306f\u82f1\u8a9e\u4ee5\u5916\u306e\u8a18\u8ff0\u306f\u539f\u5247\u7121\u52b9**\u3068\u3055\u308c\u308b\u305f\u3081\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7 |\n| \u69d8\u5f0f\u304c\u5354\u5b9a\u306e\u3082\u306e\u3067\u306a\u3044 | \u533a\u5206\u306e\u898f\u5247\u3067\u6700\u512a\u5148\u3002**\u307b\u304b\u306e\u9805\u76ee\u306e\u70b9\u691c\u3092\u6b62\u3081\u308b** |\n| \u54c1\u540d\u306e\u884c\u304c\u30a4\u30f3\u30dc\u30a4\u30b9\u306b\u5bfe\u5fdc\u3057\u306a\u3044 | `invoice_line_no` \u3092 `null` \u306b\u3057\u3001\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u96fb\u5b50\u767a\u7d66\u306e\u8a3c\u660e\u66f8\uff08QR\u30b3\u30fc\u30c9\u30fbPDF\uff09 | \u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u306f\u3001**\u96fb\u5b50\u767a\u7d66\u3055\u308c\u305f\u3053\u3068\u306e\u307f\u3092\u3082\u3063\u3066\u7121\u52b9\u3068\u306f\u6271\u308f\u306a\u3044**\u3068\u3055\u308c\u308b\u3002\u901a\u5e38\u3069\u304a\u308a\u70b9\u691c\u3059\u308b |\n| \u81ea\u5df1\u7533\u544a\u306e\u539f\u7523\u54c1\u7533\u544a\u66f8\u304c\u5c4a\u3044\u305f | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002**\u66f8\u985e\u306e\u7a2e\u985e\u3067\u632f\u308a\u5206\u3051\u3066\u62c5\u5f53\u8005\u3078** |\n| \u540c\u6642\u306e\u51e6\u7406\u304c\u591a\u3059\u304e\u308b | `LimitExceededException`\u3002**SQS \u3067\u53d7\u4ed8\u3092\u4e26\u3079\u3066\u304b\u3089\u51e6\u7406\u3059\u308b** |\n| \u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u3051\u306a\u3044 | \u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u4fdd\u5b58\u3055\u308c\u308b\u3002**`OutputConfig` \u3067\u81ea\u793e\u306e\u4fdd\u7ba1\u5148\u306b\u51fa\u3059** |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3067\u3059\u3002** \u518d\u767a\u7d66\u306e\u4f9d\u983c\u306b\u6b21\u304b\u3089\u306e\u66f8\u304d\u65b9\u306e\u6ce8\u610f\u3092\u6dfb\u3048\u308b\u3068\u6e1b\u3063\u3066\u3044\u304d\u307e\u3059\u3002","log_storage":"- \u5143\u306e\u8a3c\u660e\u66f8\uff08\u5199\u3057\u3068\u539f\u672c\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- Textract \u306e\u7d50\u679c\u306eJSON\uff08`OutputConfig` \u3067 S3 \u306b\u51fa\u3057\u305f\u3082\u306e\uff09\n- Claude API \u304c\u8fd4\u3057\u305f `fields`\u30fb`items`\u30fb`signatures`\n- Python \u304c\u4ed8\u3051\u305f\u72b6\u614b\u30fb\u533a\u5206\u30fb\u512a\u5148\u5ea6\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u306e\u6642\u70b9**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u901a\u95a2\u696d\u8005\u3068\u306e\u76f8\u8ac7\u306e\u7d50\u679c\n- \u518d\u767a\u7d66\u3092\u4f9d\u983c\u3057\u305f\u65e5\u6642\u3068\u3001\u518d\u767a\u7d66\u3055\u308c\u305f\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**\u898f\u5247\u306e\u8868\u306e\u6642\u70b9\u3092\u6b8b\u3059\u306e\u306f\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3081\u3067\u3059\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":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":18,"after_minutes_per_case":5,"hourly_cost":3500,"before_hours_month":72,"after_hours_month":20,"saved_hours_month":52,"reduction_rate":72,"saved_hours_year":624,"annual_cost_effect":2184000,"summary":"\u6d77\u5916\u306e\u8f38\u51fa\u8005\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u306e\u5024\u3068\u4e26\u3079\u307e\u3059\u3002\u7f72\u540d\u306e\u8131\u843d\u3084\u54c1\u540d\u30fb\u6570\u91cf\u306e\u98df\u3044\u9055\u3044\u3092\u3001\u8ca8\u7269\u304c\u7740\u304f\u524d\u306b\u6d17\u3044\u51fa\u3057\u3001\u8f38\u51fa\u8005\u3078\u518d\u767a\u7d66\u3092\u983c\u3080\u6587\u9762\u306e\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002","before_flow":"1. \u8f38\u51fa\u8005\u304b\u3089\u8a3c\u660e\u66f8\u306e\u5199\u3057\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304d\u3001\u6848\u4ef6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u62c5\u5f53\u8005\u304c\u8a3c\u660e\u66f8\u3068\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u3092\u4e26\u3079\u3066\u958b\u304f\n3. \u8f38\u51fa\u8005\u540d\u30fb\u4f4f\u6240\u3001\u8f38\u5165\u8005\u540d\u30fb\u4f4f\u6240\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u3001\u54c1\u540d\u3001\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\u3001\u5305\u88c5\u306e\u500b\u6570\u3068\u8a18\u53f7\u3092\u30011\u9805\u76ee\u305a\u3064\u898b\u6bd4\u3079\u308b\n4. \u7279\u6075\u57fa\u6e96\uff08WO\u3001CTC\u3001RVC \u306a\u3069\uff09\u306e\u8a18\u8f09\u3068\u3001HS\u756a\u53f7\u3092\u3001\u6848\u4ef6\u306e\u53f0\u5e33\u306e\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3068\u898b\u6bd4\u3079\u308b\n5. \u767a\u7d66\u6a5f\u95a2\u306e\u5370\u5f71\u30fb\u7f72\u540d\u3001\u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\u304c\u3042\u308b\u304b\u3092\u898b\u308b\n6. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3001\u8f38\u51fa\u8005\u306b\u518d\u767a\u7d66\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u82f1\u6587\u3067\u66f8\u304f\n7. \u539f\u672c\u304c\u5c4a\u3044\u305f\u3089\u3001\u5199\u3057\u3068\u540c\u3058\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u3066\u901a\u95a2\u696d\u8005\u306b\u6e21\u3059\n\n**\uff08a\uff09\u898b\u6bd4\u3079\u308b\u9805\u76ee\u304c\u591a\u3044\u3002** 3\u756a\u76ee\u304b\u30895\u756a\u76ee\u306720\u9805\u76ee\u8fd1\u304f\u3092\u898b\u307e\u3059\u3002\u8a3c\u660e\u66f8\u306f\u69d8\u5f0f\u306e\u67a0\u306b\u8a70\u3081\u3066\u66f8\u304b\u308c\u3001\u54c1\u540d\u306e\u6b04\u306b\u8907\u6570\u306e\u54c1\u76ee\u304c\u4e26\u3073\u3001**\u3069\u306e\u884c\u304c\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u3069\u306e\u884c\u306b\u5f53\u305f\u308b\u304b\u3092\u63a2\u3059\u3060\u3051\u3067\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u4e0d\u5099\u306e\u91cd\u3055\u3092\u3001\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u3066\u3044\u308b\u3002** \u8f38\u51fa\u8005\u306e\u4f4f\u6240\u306e\u66f8\u304d\u65b9\u304c\u9055\u3046\u3060\u3051\u306a\u306e\u304b\u3001\u767a\u7d66\u6a5f\u95a2\u306e\u7f72\u540d\u304c\u629c\u3051\u3066\u3044\u308b\u306e\u304b\u3067\u3001\u5bfe\u5fdc\u306f\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002**\u7d4c\u9a13\u306e\u6d45\u3044\u62c5\u5f53\u8005\u306f\u3001\u5168\u90e8\u3092\u8f38\u51fa\u8005\u306b\u518d\u767a\u7d66\u4f9d\u983c\u3057\u3066\u3001\u8f38\u51fa\u8005\u3092\u5f85\u305f\u305b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u9006\u306b\u3001\u91cd\u3044\u4e0d\u5099\u3092\u8efd\u304f\u898b\u3066\u901a\u95a2\u306e\u76f4\u524d\u306b\u6307\u6458\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u5199\u3057\u3068\u539f\u672c\u306e\u4e21\u65b9\u3092\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002** \u5199\u3057\u306e\u6bb5\u968e\u3067\u554f\u984c\u304c\u306a\u304f\u3066\u3082\u3001**\u539f\u672c\u306b\u300cCOPY\u300d\u306e\u8868\u793a\u304c\u3042\u3063\u305f\u308a\u3001\u7f72\u540d\u304c\u5199\u3057\u3068\u9055\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** 7\u756a\u76ee\u306f\u6025\u3044\u3067\u3044\u308b\u3068\u7701\u304b\u308c\u307e\u3059\u3002","before_flow_steps":["\u8f38\u51fa\u8005\u304b\u3089\u8a3c\u660e\u66f8\u306e\u5199\u3057\u306ePDF\u304c\u30e1\u30fc\u30eb\u3067\u5c4a\u304d\u3001\u6848\u4ef6\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u62c5\u5f53\u8005\u304c\u8a3c\u660e\u66f8\u3068\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u3092\u4e26\u3079\u3066\u958b\u304f","\u8f38\u51fa\u8005\u540d\u30fb\u4f4f\u6240\u3001\u8f38\u5165\u8005\u540d\u30fb\u4f4f\u6240\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u3001\u54c1\u540d\u3001\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\u3001\u5305\u88c5\u306e\u500b\u6570\u3068\u8a18\u53f7\u3092\u30011\u9805\u76ee\u305a\u3064\u898b\u6bd4\u3079\u308b","\u7279\u6075\u57fa\u6e96\uff08WO\u3001CTC\u3001RVC \u306a\u3069\uff09\u306e\u8a18\u8f09\u3068\u3001HS\u756a\u53f7\u3092\u3001\u6848\u4ef6\u306e\u53f0\u5e33\u306e\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3068\u898b\u6bd4\u3079\u308b","\u767a\u7d66\u6a5f\u95a2\u306e\u5370\u5f71\u30fb\u7f72\u540d\u3001\u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\u304c\u3042\u308b\u304b\u3092\u898b\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3001\u8f38\u51fa\u8005\u306b\u518d\u767a\u7d66\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u82f1\u6587\u3067\u66f8\u304f","\u539f\u672c\u304c\u5c4a\u3044\u305f\u3089\u3001\u5199\u3057\u3068\u540c\u3058\u3082\u306e\u304b\u3092\u78ba\u304b\u3081\u3066\u901a\u95a2\u696d\u8005\u306b\u6e21\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u8a3c\u660e\u66f8\u306e\u5199\u3057\u306ePDF\u3092\u3001\u6848\u4ef6\u756a\u53f7\u3092\u4ed8\u3051\u3066 S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u8d77\u70b9\u306b AWS Lambda \u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u3066\u3001Textract \u306e\u975e\u540c\u671f\u306e\u5206\u6790\u3092\u59cb\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** Textract \u304c\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u3092\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u884c\u306b\u5bfe\u5fdc\u3065\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** Python \u306e\u51e6\u7406\u304c\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u30fb\u53f0\u5e33\u306e\u5024\u3068\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u6bd4\u3079\u3001`ok` \uff0f `missing` \uff0f `mismatch` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306e\u7d50\u679c\u3092\u3001\u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u306e\u533a\u5206\uff08\u771f\u6b63\u6027\uff0f\u540c\u4e00\u6027\uff0f\u539f\u7523\u6027\uff09\u306b\u5f53\u3066\u306f\u3081\u3001\u512a\u5148\u5ea6\u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u771f\u6b63\u6027\u306e\u533a\u5206\u306b `missing` \u304c\u3042\u308b\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u8f38\u51fa\u8005\u3078\u306e\u518d\u767a\u7d66\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u304b\u3089\u958b\u304d\u3001\u7d50\u679c\u3092\u8a3c\u660e\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u518d\u767a\u7d66\u3092\u4f9d\u983c\u3059\u308b\u304b\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3092\u6c7a\u3081\u3001\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u539f\u672c\u304c\u5c4a\u3044\u305f\u3089\u540c\u3058\u6d41\u308c\u3067\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u3001\u5199\u3057\u3068\u306e\u9055\u3044\u3068\u300cCOPY\u300d\u306e\u8868\u793a\u3092\u78ba\u304b\u3081\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u304c\u898b\u308b\u306e\u306f\u5168\u9805\u76ee\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u771f\u6b63\u6027\u306e\u533a\u5206\u306e\u4e0d\u5099\u304c\u3042\u308b\u6848\u4ef6\u3092\u5148\u306b\u3001\u540c\u4e00\u6027\u306e\u533a\u5206\u306e\u98df\u3044\u9055\u3044\u3060\u3051\u306e\u6848\u4ef6\u3092\u6b21\u306b\u898b\u307e\u3059\u3002** \u5168\u4ef6\u3092\u540c\u3058\u9806\u3067\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u6025\u3050\u3079\u304d\u518d\u767a\u7d66\u306e\u4f9d\u983c\u304c\u9045\u308c\u307e\u3059\u3002\n\n**6\u756a\u76ee\u306e\u533a\u5206\u306f\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u3063\u305f\u898f\u5247\u306e\u8868\u3067\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u307e\u3059\u3002** AI\u306f\u5024\u3092\u53d6\u308a\u51fa\u3059\u3060\u3051\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u8a3c\u660e\u66f8\u306e\u5199\u3057\u306ePDF\u3092\u3001\u6848\u4ef6\u756a\u53f7\u3092\u4ed8\u3051\u3066 S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u8d77\u70b9\u306b AWS Lambda \u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u3066\u3001Textract \u306e\u975e\u540c\u671f\u306e\u5206\u6790\u3092\u59cb\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Textract \u304c\u3001\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8868\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u3092\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u884c\u306b\u5bfe\u5fdc\u3065\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Python \u306e\u51e6\u7406\u304c\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u30fb\u53f0\u5e33\u306e\u5024\u3068\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u6bd4\u3079\u3001`ok` \uff0f `missing` \uff0f `mismatch` \uff0f `unreadable` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306e\u7d50\u679c\u3092\u3001\u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u306e\u533a\u5206\uff08\u771f\u6b63\u6027\uff0f\u540c\u4e00\u6027\uff0f\u539f\u7523\u6027\uff09\u306b\u5f53\u3066\u306f\u3081\u3001\u512a\u5148\u5ea6\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u771f\u6b63\u6027\u306e\u533a\u5206\u306b `missing` \u304c\u3042\u308b\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u8f38\u51fa\u8005\u3078\u306e\u518d\u767a\u7d66\u4f9d\u983c\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u304b\u3089\u958b\u304d\u3001\u7d50\u679c\u3092\u8a3c\u660e\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u518d\u767a\u7d66\u3092\u4f9d\u983c\u3059\u308b\u304b\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3092\u6c7a\u3081\u3001\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u539f\u672c\u304c\u5c4a\u3044\u305f\u3089\u540c\u3058\u6d41\u308c\u3067\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u3001\u5199\u3057\u3068\u306e\u9055\u3044\u3068\u300cCOPY\u300d\u306e\u8868\u793a\u3092\u78ba\u304b\u3081\u308b"],"architecture":"```\n\u539f\u7523\u5730\u8a3c\u660e\u66f8\uff08\u5199\u3057\u306ePDF \u2192 \u5f8c\u304b\u3089\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\uff09\n \u2502 \u6848\u4ef6\u756a\u53f7\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d\u3001\u975e\u540c\u671f\u306e\u5206\u6790\u306e\u958b\u59cb\n \u25bc\nAWS Textract\uff08AnalyzeDocument \u306e FORMS\u30fbTABLES\u30fbQUERIES\u30fbSIGNATURES\uff09\n \u2502 \u30ad\u30fc\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u554f\u3044\u3078\u306e\u7b54\u3048\u30fb\u7f72\u540d\u306e\u4f4d\u7f6e\n \u25bc \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\nClaude API \u2500\u2500 \u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306e\u5024\u306e\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u306e\u5bfe\u5fdc\u3065\u3051\n \u25bc\nPython \u2500\u2500 \u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u30fb\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u306e\u533a\u5206\u3078\u306e\u5f53\u3066\u306f\u3081\n \u2502 \u771f\u6b63\u6027\uff0f\u540c\u4e00\u6027\uff0f\u539f\u7523\u6027 \u00d7 ok\uff0fmissing\uff0fmismatch\uff0funreadable\n \u251c\u2500\u2500\u25b6 \u6848\u4ef6\u3054\u3068\u306e\u70b9\u691c\u8868\u3068\u512a\u5148\u5ea6\n \u2514\u2500\u2500\u25b6 \u8f38\u51fa\u8005\u3078\u306e\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\uff08\u82f1\u6587\uff09\n \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u304b\u3089\u78ba\u8a8d\u3011\u2500\u2500\u25b6 \u8f38\u51fa\u8005\u30fb\u901a\u95a2\u696d\u8005\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08AnalyzeDocument \u306e FORMS\u30fbTABLES\u30fbQUERIES\u30fbSIGNATURES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u8a18\u8f09\u4e8b\u9805\u306e\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u306e\u5bfe\u5fdc\u3065\u3051\u3001\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u30fb\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3068\u3001\u533a\u5206\u3078\u306e\u5f53\u3066\u306f\u3081\uff09 | \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33\u306e\u7167\u5408\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3057\u3001\u70b9\u691c\u8868\u3092\u66f8\u304d\u51fa\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u660e\u66f8\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u901a\u77e5 | Amazon SNS\uff08\u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u306e\u901a\u77e5\uff09 | Amazon SQS |\n\n**\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u306e\u5024\u306f\u3001\u3059\u3067\u306b\u53f0\u5e33\u306b\u3042\u308b\u524d\u63d0\u3067\u3059**\uff08\u8ee2\u8a18\u306f UC-0395 \u306a\u3069\u5225\u306e\u4ed5\u7d44\u307f\uff09\u3002\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001**\u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u3063\u305f\u533a\u5206\u306e\u898f\u5247\u306e\u8868**\u3068\u3001**\u5354\u5b9a\u3054\u3068\u306e\u8a18\u8f09\u4e8b\u9805\u306e\u4e00\u89a7**\u3067\u3059\u3002\n\n**OCR\u306b Textract \u3092\u9078\u3079\u308b\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** Textract \u306e\u516c\u5f0f\u306e\u5236\u9650\u3067\u306f\u3001\u5bfe\u5fdc\u3059\u308b\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**\u3067\u3001\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u3060\u3051\u3001\u7e26\u66f8\u304d\u306b\u306f\u5bfe\u5fdc\u3057\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u65e5\u672c\u8a9e\u306e\u66f8\u985e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u4e00\u65b9\u3001\u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u3067\u306f\u3001**\u82f1\u8a9e\u4ee5\u5916\u306b\u3088\u308b\u8a18\u8ff0\u306f\u539f\u5247\u7121\u52b9**\uff08\u56fa\u6709\u540d\u8a5e\u3001\u65e5\u4ed8\u7b49\u660e\u3089\u304b\u306a\u5834\u5408\u306f\u6709\u52b9\uff09\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002EPA\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\u306f\u82f1\u6587\u3067\u66f8\u304b\u308c\u308b\u306e\u304c\u524d\u63d0\u306a\u306e\u3067\u3001**\u3053\u306e\u984c\u6750\u306f Textract \u306e\u5bfe\u5fdc\u7bc4\u56f2\u306b\u53ce\u307e\u308a\u307e\u3059\u3002** \u8f38\u51fa\u56fd\u306e\u6587\u5b57\u3067\u66f8\u304b\u308c\u305f\u4f4f\u6240\u306a\u3069\u304c\u6df7\u3056\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u6b04\u3092\u8aad\u3081\u306a\u3044\u6b04\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**\u4f7f\u3046\u6a5f\u80fd\u306f4\u3064\u3067\u3059\u3002** AnalyzeDocument \u306e `FeatureTypes` \u306b\u306f `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES`\u30fb`LAYOUT` \u3092\u6307\u5b9a\u3067\u304d\u3001**`SIGNATURES` \u306f\u6587\u66f8\u306e\u4e2d\u306e\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a3c\u660e\u66f8\u306e\u4e0d\u5099\u3067\u91cd\u3044\u306e\u306f**\u767a\u7d66\u6a5f\u95a2\u306e\u5370\u5f71\u30fb\u7f72\u540d\u306e\u8131\u843d**\u306a\u306e\u3067\u3001\u3053\u306e\u6a5f\u80fd\u304c\u52b9\u304d\u307e\u3059\u3002`QUERIES` \u306f\u82f1\u6587\u3067\u554f\u3044\u3092\u7acb\u3066\u3066\u7b54\u3048\u3092\u53d7\u3051\u53d6\u308b\u6a5f\u80fd\u3067\u3001**\u554f\u3044\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u540c\u671f\u306e\u51e6\u7406\u306f PDF \u304c1\u30da\u30fc\u30b8\u307e\u3067**\u3068\u3055\u308c\u3001\u8a3c\u660e\u66f8\u306f2\u30da\u30fc\u30b8\u4ee5\u4e0a\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001**\u975e\u540c\u671f\u306e\u51e6\u7406\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**\u4eba\u306e\u78ba\u8a8d\u306b Amazon Augmented AI \u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** AnalyzeDocument \u306e\u8aac\u660e\u3067\u306f\u3001Augmented AI\uff08A2I\uff09\u306f**2026\u5e747\u6708\u306b\u4fdd\u5b88\u306e\u6bb5\u968e\u306b\u5165\u308a\u3001\u65b0\u898f\u306e\u9867\u5ba2\u3092\u53d7\u3051\u4ed8\u3051\u3066\u3044\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u78ba\u8a8d\u306f\u3001\u70b9\u691c\u8868\u3092\u62c5\u5f53\u8005\u304c\u898b\u308b\u5f62\u3067\u7d44\u307f\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**Amazon S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240\u306b\u3001\u6848\u4ef6\u756a\u53f7\u3092\u4ed8\u3051\u305f\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5199\u3057\u306ePDF\u306f\u30e1\u30fc\u30eb\u3067\u5c4a\u304f\u305f\u3081\u3001\u62c5\u5f53\u8005\u304c\u30e1\u30fc\u30eb\u304b\u3089\u4fdd\u5b58\u3059\u308b\u304b\u3001\u5171\u6709\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306e\u632f\u308a\u5206\u3051\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002**1\u65e51\u56de\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u518d\u767a\u7d66\u3092\u983c\u3080\u306a\u30891\u65e5\u3067\u3082\u65e9\u3044\u307b\u3046\u304c\u3088\u304f\u3001**\u8f38\u51fa\u56fd\u306e\u767a\u7d66\u6a5f\u95a2\u306e\u624b\u7d9a\u304d\u3068\u56fd\u969b\u5b85\u914d\u4fbf\u306e\u65e5\u6570\u3092\u8003\u3048\u308b\u3068\u3001\u8ca8\u7269\u306e\u5230\u7740\u307e\u3067\u306e\u6570\u65e5\u306e\u5dee\u304c\u52b9\u3044\u3066\u304d\u307e\u3059\u3002**\n\n**\u540c\u3058\u6848\u4ef6\u30672\u56de\u52d5\u304b\u3057\u307e\u3059\u3002** 1\u56de\u76ee\u306f**\u5199\u3057\u306ePDF\u304c\u5c4a\u3044\u305f\u3068\u304d**\u3067\u3001\u8a18\u8f09\u306e\u4e0d\u5099\u3092\u6d17\u3044\u51fa\u3057\u307e\u3059\u30022\u56de\u76ee\u306f**\u539f\u672c\u304c\u5c4a\u3044\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3068\u304d**\u3067\u3001\u5199\u3057\u3068\u306e\u9055\u3044\u3001\u300cCOPY\u300d\u306a\u3069\u306e\u8868\u793a\u3001\u7f72\u540d\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b `copy` \u3068 `original` \u306e\u533a\u5225\u3092\u5165\u308c\u3001Lambda \u304c\u3069\u3061\u3089\u306e\u56de\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002**2\u56de\u76ee\u3092\u7701\u304f\u3068\u3001\u5199\u3057\u3067\u306f\u554f\u984c\u304c\u306a\u304b\u3063\u305f\u306e\u306b\u539f\u672c\u3067\u7121\u52b9\u306b\u306a\u308b\u6848\u4ef6\u3092\u898b\u9003\u3057\u307e\u3059\u3002**\n\n**\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3092\u4e8c\u5ea6\u8aad\u307e\u306a\u3044\u3088\u3046\u3001** \u540c\u3058\u4f9d\u983c\u306b\u540c\u3058\u51e6\u7406\u756a\u53f7\uff08`JobId`\uff09\u3092\u8fd4\u3059 `ClientRequestToken` \u306b\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u539f\u7523\u5730\u8a3c\u660e\u66f8\u306ePDF | \u5199\u3057\u307e\u305f\u306f\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u3002\u6848\u4ef6\u756a\u53f7 | S3 \u306e\u53d7\u4ed8\u306e\u5834\u6240 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001\u8868\u306e\u30bb\u30eb\u3001\u554f\u3044\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e\u3001\u4fe1\u983c\u5ea6** | Textract |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u306e\u5024 | \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u306e\u540d\u79f0\u3068\u4f4f\u6240\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u3001\u54c1\u540d\u3001\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\u3001\u5305\u88c5 | \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 |\n| \u6848\u4ef6\u306e\u60c5\u5831 | \u4f7f\u3046\u5354\u5b9a\u3001\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3001\u8ca8\u7269\u306e\u5230\u7740\u4e88\u5b9a\u65e5\u3001\u901a\u95a2\u696d\u8005 | \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 |\n| \u5354\u5b9a\u3054\u3068\u306e\u8a18\u8f09\u4e8b\u9805\u306e\u4e00\u89a7 | \u5354\u5b9a\u3054\u3068\u306b\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3079\u304d\u4e8b\u9805\u3068\u3001\u69d8\u5f0f\u306e\u540d\u524d | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u533a\u5206\u306e\u898f\u5247\u306e\u8868 | \u8a18\u8f09\u4e8b\u9805 \u00d7 \u72b6\u614b \u2192 \u7a0e\u95a2\u306e\u4e00\u89a7\u306e\u533a\u5206\u3068\u512a\u5148\u5ea6\u3002\u4e00\u89a7\u306e\u6642\u70b9 | \u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u8a18\u8f09\u4e8b\u9805\u306e\u4e00\u89a7\u304c\u306a\u3051\u308c\u3070\u3001\u3042\u308b\u5354\u5b9a\u3067\u306f\u8981\u3089\u306a\u3044\u6b04\u3092\u300c\u8131\u843d\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u304c\u306a\u3051\u308c\u3070\u3001\u4e0d\u5099\u306e\u91cd\u3055\u3092AI\u304c\u63a8\u3057\u91cf\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u306f\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u3092\u5199\u3057\u3066\u4f5c\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306f\u300c\u4ee4\u548c8\u5e744\u67081\u65e5\u73fe\u5728\u300d\u3068\u6642\u70b9\u3092\u793a\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**\u8868\u306b\u3082\u305d\u306e\u6642\u70b9\u3092\u6301\u305f\u305b\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\nLambda \u304b\u3089 Textract \u306e\u975e\u540c\u671f\u306e\u5206\u6790\uff08`StartDocumentAnalysis`\uff09\u3092\u547c\u3073\u3001\u5b8c\u4e86\u3092 Amazon SNS \u3067\u53d7\u3051\u53d6\u3063\u3066\u304b\u3089\u7d50\u679c\uff08`GetDocumentAnalysis`\uff09\u3092\u53d6\u308a\u307e\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001**\u5b8c\u4e86\u3092\u5f85\u3064\u305f\u3081\u306b\u7d50\u679c\u306e\u53d6\u5f97\u3092\u7e70\u308a\u8fd4\u3057\u547c\u3076\u3053\u3068\u306f\u52e7\u3081\u3089\u308c\u305a\u3001\u547c\u3073\u3059\u304e\u308b\u3068\u7d5e\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `FORMS` | \u300cExporter\u300d\u300cConsignee\u300d\u300cCertificate No.\u300d\u306a\u3069\u306e\u6b04 |\n| \u8868\u306e\u30bb\u30eb | `TABLES` | \u54c1\u540d\u30fb\u5305\u88c5\u30fb\u6570\u91cf\u30fb\u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\u304c\u4e26\u3076\u6b04 |\n| \u554f\u3044\u3078\u306e\u7b54\u3048 | `QUERIES` | \u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u306a\u3069\u3001\u4f4d\u7f6e\u306e\u6c7a\u307e\u3089\u306a\u3044\u5024 |\n| \u7f72\u540d\u306e\u4f4d\u7f6e | `SIGNATURES` | \u767a\u7d66\u6a5f\u95a2\u306e\u6b04\u3068\u8f38\u51fa\u8005\u306e\u6b04\u306b\u7f72\u540d\u304c\u3042\u308b\u304b |\n| \u4fe1\u983c\u5ea6 | \u5404\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u8aad\u307f\u53d6\u308a\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n\n**\u554f\u3044\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067**\u3067\u3059\u3002\u5354\u5b9a\u3054\u3068\u306b\u300cWhat is the certificate number?\u300d\u306e\u3088\u3046\u306a**1\u3064\u306e\u5024\u306b1\u3064\u306e\u554f\u3044**\u3092\u7528\u610f\u3057\u3001\u5225\u540d\uff08`Alias`\uff09\u3092\u8a18\u8f09\u4e8b\u9805\u306e\u540d\u524d\u306b\u3057\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f**\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u7f72\u540d\u306f\u4f4d\u7f6e\u3067\u898b\u307e\u3059\u3002** `SIGNATURES` \u304c\u8fd4\u3059\u7f72\u540d\u306e\u4f4d\u7f6e\u304c\u3001**\u767a\u7d66\u6a5f\u95a2\u306e\u6b04\u3068\u8f38\u51fa\u8005\u306e\u6b04\u306e\u7bc4\u56f2\u306b\u5165\u3063\u3066\u3044\u308b\u304b**\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Textract \u306e\u5bfe\u8c61\u306f JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3059\u3002XFA \u5f62\u5f0f\u306e PDF \u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066\u304b\u3089 PDF \u306b\u3057\u307e\u3059\n2. **\u4fdd\u8b77\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305f PDF \u306f\u6271\u3048\u307e\u305b\u3093\u3002**\u8f38\u51fa\u8005\u306b\u4fdd\u8b77\u3092\u5916\u3057\u3066\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n3. **\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u539f\u672c\u306e\u30b9\u30ad\u30e3\u30f3\u306f300DPI\u306b\u3057\u307e\u3059**\n5. **\u30da\u30fc\u30b8\u306e\u78ba\u8a8d** \u2026 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u7d9a\u304d\u306e\u7d19\u304c\u3042\u308b\u8a3c\u660e\u66f8\u306f\u30011\u901a\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n6. **\u5354\u5b9a\u306e\u78ba\u8a8d** \u2026 \u6848\u4ef6\u306e\u53f0\u5e33\u306e\u5354\u5b9a\u3068\u3001\u8a3c\u660e\u66f8\u306e\u8868\u984c\u306e\u69d8\u5f0f\u306e\u540d\u524d\u304c\u5408\u3046\u304b\u3092\u898b\u307e\u3059\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u6848\u4ef6\u306b\u540c\u3058\u767a\u7d66\u756a\u53f7\u306e\u8a3c\u660e\u66f8\u304c2\u901a\u3042\u308c\u3070\u3001\u65b0\u3057\u3044\u307b\u3046\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u304c\u91cd\u3044\u306e\u306f\u3001** \u7a0e\u95a2\u306e\u4e00\u89a7\u3067**\u5354\u5b9a\u306b\u898f\u5b9a\u3055\u308c\u305f\u69d8\u5f0f\u3067\u306f\u306a\u3044\u539f\u7523\u5730\u8a3c\u660e\u66f8**\uff08\u4f8b\uff1a\u4e00\u822c\u7279\u6075\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\uff09\u306f\u7121\u52b9\u3068\u3055\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u54c1\u540d\u306e\u884c\u3092\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u884c\u306b\u5bfe\u5fdc\u3065\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8a18\u8f09\u4e8b\u9805\uff08\u533a\u5206\uff09 | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u69d8\u5f0f\u306e\u540d\u524d\u3001\u767a\u7d66\u56fd\u3001\u767a\u7d66\u65e5\u3001\u767a\u7d66\u756a\u53f7\uff08\u771f\u6b63\u6027\uff09 | \u8868\u984c\u3068\u6b04\u304b\u3089 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u9061\u53ca\u767a\u7d66\u30fb\u518d\u767a\u7d66\u306e\u6587\u8a00\uff08\u771f\u6b63\u6027\uff09 | \u300cIssued Retroactively\u300d\u306a\u3069\u306e\u6587\u8a00\u306e\u6709\u7121 | \u6587\u8a00\u3092\u4f5c\u3089\u306a\u3044\u3002\u7121\u3051\u308c\u3070\u7a7a |\n| \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u306e\u540d\u79f0\u3068\u4f4f\u6240\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u300cTo order\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u306e\u307e\u307e\u5199\u3059 |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u7b2c\u4e09\u56fd\u30a4\u30f3\u30dc\u30a4\u30b9\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8907\u6570\u3042\u308c\u3070\u3059\u3079\u3066\u5199\u3059 |\n| \u8239\u540d\u30fb\u4ed5\u51fa\u6e2f\u30fb\u8f38\u9001\u624b\u6bb5\uff08\u540c\u4e00\u6027\uff09 | \u6b04\u306e\u6587\u5b57\u3092\u305d\u306e\u307e\u307e | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u54c1\u540d\u30fb\u5305\u88c5\u30fb\u6570\u91cf\u30fb\u7dcf\u91cd\u91cf\uff08\u540c\u4e00\u6027\uff09 | \u8868\u306e\u884c\u3054\u3068\u306b\u3002**\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u3069\u306e\u884c\u306b\u5f53\u305f\u308b\u304b\u3092\u793a\u3059** | \u5bfe\u5fdc\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `unmatched` |\n| \u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\uff08\u539f\u7523\u6027\uff09 | \u8868\u306e\u884c\u3054\u3068\u306b | \u7a7a\u6b04\u306a\u3089\u7a7a\u306e\u307e\u307e |\n\n**\u54c1\u540d\u306e\u884c\u306e\u5bfe\u5fdc\u3065\u3051\u306f\u3001AI\u306e\u5f97\u610f\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u300cCHEMICAL PRODUCTS\u300d\u3068\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u578b\u756a\u3064\u304d\u306e\u54c1\u540d\u306e\u3088\u3046\u306b\u3001**\u8a9e\u304c\u9055\u3063\u3066\u3082\u540c\u3058\u54c1\u76ee\u304b\u3092\u793a\u305b\u307e\u3059\u3002** \u6839\u62e0\u306f `evidence` \u306b\u5fc5\u305a\u6b8b\u3055\u305b\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a3c\u660e\u66f8\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u3082\u3001\u76f8\u8ac7\u3092\u6c42\u3081\u308b\u533a\u5206\u304c\u3042\u308b\u3002\u901a\u95a2\u696d\u8005\u3068\u539f\u7523\u5730\u8abf\u67fb\u5b98\u7b49\u304c\u5224\u65ad\u3059\u308b |\n| \u7523\u54c1\u304c\u539f\u7523\u54c1\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad | \u5354\u5b9a\u306e\u54c1\u76ee\u5225\u898f\u5247\u306e\u5f53\u3066\u306f\u3081\u3002AI\u304c\u63a8\u3057\u91cf\u3063\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u306a\u3044 |\n| \u7a7a\u6b04\u306e\u7279\u6075\u57fa\u6e96\u30fbHS\u756a\u53f7\u3092\u57cb\u3081\u308b | \u57cb\u3081\u305f\u77ac\u9593\u306b\u3001\u3044\u3061\u3070\u3093\u91cd\u3044\u8131\u843d\u304c\u6d88\u3048\u308b |\n| \u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u5024\u306b\u5408\u308f\u305b\u3066\u8aad\u307f\u76f4\u3059 | \u98df\u3044\u9055\u3044\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u7167\u5408\u304c\u3001\u7167\u5408\u3067\u306a\u304f\u306a\u308b |\n| \u4e0d\u5099\u306e\u533a\u5206\u3092\u6c7a\u3081\u308b | \u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u3063\u305f\u898f\u5247\u306e\u8868\u3067\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u30684\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e HS\u756a\u53f7\u306e\u6b04\u304c\u304b\u3059\u308c\u3066\u8aad\u3081\u306a\u3044\u3068\u304d\u3001AI\u306f\u53f0\u5e33\u306e\u7533\u544a\u4e88\u5b9a\u306e\u7a0e\u756a\u3092\u898b\u3066\u300c\u540c\u3058\u3060\u308d\u3046\u300d\u3068\u57cb\u3081\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u3001\u6bd4\u3079\u308b\u76f8\u624b\u306e\u5024\u306fAI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306e\u5024\u3068\u6bd4\u3079\u308b\u306e\u306f\u3001AI\u306e\u5f8c\u306e Python \u306e\u51e6\u7406\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\nYou are an import documentation clerk at a Japanese trading company.\nFrom the OCR result of a Certificate of Origin, extract each field exactly\nas written. Do not guess. Do not correct.\n\n[Fields to extract]\nform_name, issuing_country, certificate_no, issue_date,\nretroactive_or_duplicate_wording, exporter_name, exporter_address,\nconsignee_name, consignee_address, invoice_no, invoice_date,\nthird_country_invoice, vessel_or_transport, port_of_loading,\nitems[]: { description, packages, marks, quantity, gross_weight,\n origin_criterion, hs_code }\nsignatures: { issuing_authority_box, exporter_box }\n\n[Rules]\n- Copy every value character by character as it appears in the OCR result.\n Do not normalize addresses, company suffixes, dates or numbers.\n- If a field is blank or not found, leave value empty and set status to \"missing\".\n Never fill a blank field from other fields or from common sense.\n- If characters are detected but the confidence is low, set status to \"unreadable\".\n- For origin_criterion and hs_code, never infer a value. A blank is \"missing\".\n- If the wording \"Issued Retroactively\" or \"Duplicate\" is not printed, leave it empty.\n Do not add such wording yourself.\n- For each item, give invoice_line_no from the invoice line list only when the\n description clearly refers to the same goods, and quote the words you relied on\n in evidence. Otherwise set invoice_line_no to null.\n- If any part of the text is not in English (for example, an address in another script),\n set status to \"unreadable\" for that field.\n- Do not judge whether the certificate is valid, or whether the goods are originating.\n\n[OCR result] {ocr_result}\n[Invoice line list (description only)] {invoice_lines}\n[Required fields for this agreement] {required_fields}\n```\n\n**\u6307\u793a\u3092\u82f1\u8a9e\u3067\u66f8\u304f\u306e\u306f\u3001\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u53d7\u3051\u53d6\u308b\u305f\u3081\u3067\u3059\u3002** \u65e5\u672c\u8a9e\u3067\u66f8\u304f\u3068\u3001\u5024\u307e\u3067\u8a33\u3055\u308c\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u30a4\u30f3\u30dc\u30a4\u30b9\u306f\u54c1\u540d\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002** \u8f38\u51fa\u8005\u540d\u3084\u6570\u91cf\u307e\u3067\u6e21\u3059\u3068\u3001**\u8aad\u307f\u53d6\u308a\u306e\u5024\u3092\u305d\u3061\u3089\u306b\u5bc4\u305b\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u306b\u56fa\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f\u5236\u7d04\u4ed8\u304d\u306e\u751f\u6210\u3067**\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u4fdd\u8a3c\u3057\u3001\u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u305d\u308d\u3046**\u3068\u3055\u308c\u3001`enum` \u3082\u4f7f\u3048\u307e\u3059\u3002\n\n```json\n{\n \"document_type\": \"certificate_of_origin\",\n \"copy_or_original\": \"copy | original\",\n \"fields\": [\n { \"field\": \"certificate_no\", \"value\": \"\", \n \"status\": \"ok | missing | unreadable\", \"confidence\": 0 }\n ],\n \"items\": [\n { \"row_no\": 1, \"description\": \"\", \"quantity\": \"\", \"gross_weight\": \"\",\n \"origin_criterion\": \"\", \"hs_code\": \"\",\n \"invoice_line_no\": null, \"evidence\": \"\" }\n ],\n \"signatures\": { \"issuing_authority_box\": \"present | absent\",\n \"exporter_box\": \"present | absent\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u4ed5\u4e8b\u3068\u7167\u5408\u306e\u4ed5\u4e8b\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `fields` \u3068 `items` \u306fAI\u304c\u57cb\u3081\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3068\u533a\u5206\u3078\u306e\u5f53\u3066\u306f\u3081\u306f Python \u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u533a\u5206 | \u4e3b\u306a\u8a18\u8f09\u4e8b\u9805 | \u898f\u5247\u306e\u8868\u3067\u306e\u6271\u3044\uff08\u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\uff09 | \u512a\u5148\u5ea6 |\n|:--|:--|:--|:--|\n| \u771f\u6b63\u6027 | \u69d8\u5f0f\u3001\u539f\u672c\u3001\u5370\u5f71\u30fb\u7f72\u540d\u3001\u767a\u7d66\u65e5\u30fb\u767a\u7d66\u756a\u53f7\u3001\u6709\u52b9\u671f\u9593\u3001\u9061\u53ca\u767a\u7d66\u306e\u6587\u8a00 | \u8131\u843d\u306f\u7121\u52b9\u3068\u3055\u308c\u308b\u3082\u306e\u304c\u591a\u3044 | **\u9ad8\uff08\u518d\u767a\u7d66\u306e\u4f9d\u983c\uff09** |\n| \u540c\u4e00\u6027 | \u8f38\u51fa\u8005\u30fb\u8f38\u5165\u8005\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u30fb\u65e5\u4ed8\u3001\u8f38\u9001\u3001\u6570\u91cf\u30fb\u91cd\u91cf\u3001\u5305\u88c5\u3001\u54c1\u540d | \u53d6\u5f15\u306e\u66f8\u985e\u3067\u540c\u4e00\u6027\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u5834\u5408\u306b\u9650\u308a\u6709\u52b9\u3068\u3055\u308c\u3046\u308b | \u4e2d\uff08\u901a\u95a2\u696d\u8005\u3068\u76f8\u8ac7\uff09 |\n| \u539f\u7523\u6027 | \u7279\u6075\u57fa\u6e96\u3001HS\u756a\u53f7 | \u7279\u6075\u57fa\u6e96\u306e\u8131\u843d\u306f\u539f\u5247\u7121\u52b9\u3002HS\u756a\u53f7\u306e\u76f8\u9055\u306fHS\u306e\u7248\u306e\u9055\u3044\u306a\u3069\u3067\u6709\u52b9\u3068\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308b | \u4e2d\u301c\u9ad8\uff08\u76f8\u8ac7\uff09 |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u304c\u4fdd\u8a3c\u3059\u308b\u306e\u306f\u5f62\u307e\u3067\u3060\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u3082\u3001\u5fdc\u7b54\u306e\u6253\u3061\u5207\u308a\uff08`max_tokens`\uff09\u3084\u62d2\u5426\u306e\u3068\u304d\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Python \u3067\u306f\u3001`stop_reason` \u3092\u898b\u3066\u3001**\u5f62\u304c\u5d29\u308c\u305f\u5fdc\u7b54\u306f\u5168\u4ef6\u3092\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u6709\u52b9\u671f\u9593\u3092\u6a5f\u68b0\u3067\u8a08\u7b97\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `issue_date` \u3068\u5230\u7740\u4e88\u5b9a\u65e5\u304b\u3089\u3001**\u767a\u7d66\u306e\u65e5\u304b\u30891\u5e74**\u307e\u3067\u306e\u6b8b\u308a\u306e\u65e5\u6570\u3092\u51fa\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Amazon S3 | \u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8 | Lambda \u3092\u52d5\u304b\u3059 |\n| Textract | \u975e\u540c\u671f\u306e\u5206\u6790\uff08StartDocumentAnalysis\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u308b |\n| Amazon SNS | \u5b8c\u4e86\u306e\u901a\u77e5 | \u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u304f Lambda \u3092\u52d5\u304b\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a18\u8f09\u4e8b\u9805\u306e\u53d6\u308a\u51fa\u3057\u3068\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u3001\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d |\n| \u8f38\u5165\u6848\u4ef6\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u306e\u5024\u3001\u5354\u5b9a\u3001\u7a0e\u756a\u3001\u5230\u7740\u4e88\u5b9a\u65e5 |\n| \u70b9\u691c\u8868 | \u66f8\u304d\u51fa\u3057 | \u8a18\u8f09\u4e8b\u9805\u3054\u3068\u306e\u72b6\u614b\u3001\u533a\u5206\u3001\u512a\u5148\u5ea6\u3001\u6b8b\u308a\u306e\u65e5\u6570 |\n\n**\u53f0\u5e33\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u3060\u3051\u3092\u3001\u53f0\u5e33\u306e\u300cEPA\u66f8\u985e\u306e\u72b6\u614b\u300d\u306e\u6b04\u306b\u624b\u3067\u5165\u308c\u307e\u3059\u3002\n\n**\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u306f\u3001\u771f\u6b63\u6027\u306e\u533a\u5206\u306b\u4e0d\u5099\u304c\u3042\u308b\u6848\u4ef6\u306b\u3060\u3051\u4f5c\u308a\u3001** \u6b20\u3051\u3066\u3044\u308b\u6b04\u3092\u8a3c\u660e\u66f8\u306e\u6b04\u306e\u540d\u524d\u3067\u66f8\u304d\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u306f\u3001\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u304b\u3089\u958b\u304d\u307e\u3059\u3002**\n\n1. **\u771f\u6b63\u6027\u306e\u533a\u5206\u306e\u4e0d\u5099\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7f72\u540d\u304c `absent` \u3068\u51fa\u305f\u6b04\u3092\u753b\u50cf\u3067\u898b\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30f3\u3067\u8584\u304f\u306a\u3063\u305f\u3060\u3051\u306e\u3053\u3068\u3082\u3042\u308a\u307e\u3059**\n2. **\u6b8b\u308a\u306e\u65e5\u6570\u306e\u5c11\u306a\u3044\u6848\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6709\u52b9\u671f\u9593\u3068\u5230\u7740\u4e88\u5b9a\u65e5\u3092\u898b\u3066\u3001\u518d\u767a\u7d66\u304c\u9593\u306b\u5408\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\n3. **\u540c\u4e00\u6027\u306e\u533a\u5206\u306e\u98df\u3044\u9055\u3044\u3092\u898b\u308b** \u2026 \u53d6\u5f15\u306e\u66f8\u985e\u3067\u540c\u4e00\u6027\u3092\u793a\u305b\u308b\u304b\u3092\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3057\u307e\u3059\n4. **\u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u3092\u78ba\u304b\u3081\u308b** \u2026 `invoice_line_no` \u304c `null` \u306e\u884c\u3068\u3001`evidence` \u304c\u77ed\u3044\u884c\u3092\u898b\u307e\u3059\n5. **\u539f\u672c\u306e\u56de\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5199\u3057\u3068\u306e\u9055\u3044\u3068\u3001\u300cCOPY\u300d\u306a\u3069\u306e\u8868\u793a\u3092\u898b\u307e\u3059\n6. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8a18\u8f09\u4e8b\u9805\u3092\u3001\u4f55\u304b\u3089\u4f55\u3078\u5909\u3048\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**1\u756a\u76ee\u30685\u756a\u76ee\u306f\u3001\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u771f\u6b63\u6027\u306e\u533a\u5206\u306e\u4e0d\u5099\u306f**\u901a\u95a2\u306e\u6bb5\u968e\u3067\u306f\u76f4\u305b\u305a\u3001** \u8f38\u51fa\u56fd\u3067\u767a\u7d66\u3057\u76f4\u3057\u3066\u3082\u3089\u3046\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u5f62\u5f0f\u306e PDF | Textract \u3067\u306f\u6271\u3048\u306a\u3044\u3002**\u4fdd\u8b77\u3092\u5916\u3059\u3001\u307e\u305f\u306f\u5370\u5237\u3057\u76f4\u3057\u3066 PDF \u306b\u3059\u308b** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6587\u5b57\u304c\u6df7\u3056\u308b | \u305d\u306e\u6b04\u3092 `unreadable`\u3002**\u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u306f\u82f1\u8a9e\u4ee5\u5916\u306e\u8a18\u8ff0\u306f\u539f\u5247\u7121\u52b9**\u3068\u3055\u308c\u308b\u305f\u3081\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7 |\n| \u69d8\u5f0f\u304c\u5354\u5b9a\u306e\u3082\u306e\u3067\u306a\u3044 | \u533a\u5206\u306e\u898f\u5247\u3067\u6700\u512a\u5148\u3002**\u307b\u304b\u306e\u9805\u76ee\u306e\u70b9\u691c\u3092\u6b62\u3081\u308b** |\n| \u54c1\u540d\u306e\u884c\u304c\u30a4\u30f3\u30dc\u30a4\u30b9\u306b\u5bfe\u5fdc\u3057\u306a\u3044 | `invoice_line_no` \u3092 `null` \u306b\u3057\u3001\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u96fb\u5b50\u767a\u7d66\u306e\u8a3c\u660e\u66f8\uff08QR\u30b3\u30fc\u30c9\u30fbPDF\uff09 | \u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u306f\u3001**\u96fb\u5b50\u767a\u7d66\u3055\u308c\u305f\u3053\u3068\u306e\u307f\u3092\u3082\u3063\u3066\u7121\u52b9\u3068\u306f\u6271\u308f\u306a\u3044**\u3068\u3055\u308c\u308b\u3002\u901a\u5e38\u3069\u304a\u308a\u70b9\u691c\u3059\u308b |\n| \u81ea\u5df1\u7533\u544a\u306e\u539f\u7523\u54c1\u7533\u544a\u66f8\u304c\u5c4a\u3044\u305f | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002**\u66f8\u985e\u306e\u7a2e\u985e\u3067\u632f\u308a\u5206\u3051\u3066\u62c5\u5f53\u8005\u3078** |\n| \u540c\u6642\u306e\u51e6\u7406\u304c\u591a\u3059\u304e\u308b | `LimitExceededException`\u3002**SQS \u3067\u53d7\u4ed8\u3092\u4e26\u3079\u3066\u304b\u3089\u51e6\u7406\u3059\u308b** |\n| \u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u3051\u306a\u3044 | \u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u4fdd\u5b58\u3055\u308c\u308b\u3002**`OutputConfig` \u3067\u81ea\u793e\u306e\u4fdd\u7ba1\u5148\u306b\u51fa\u3059** |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3067\u3059\u3002** \u518d\u767a\u7d66\u306e\u4f9d\u983c\u306b\u6b21\u304b\u3089\u306e\u66f8\u304d\u65b9\u306e\u6ce8\u610f\u3092\u6dfb\u3048\u308b\u3068\u6e1b\u3063\u3066\u3044\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a3c\u660e\u66f8\uff08\u5199\u3057\u3068\u539f\u672c\uff09\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\n- Textract \u306e\u7d50\u679c\u306eJSON\uff08`OutputConfig` \u3067 S3 \u306b\u51fa\u3057\u305f\u3082\u306e\uff09\n- Claude API \u304c\u8fd4\u3057\u305f `fields`\u30fb`items`\u30fb`signatures`\n- Python \u304c\u4ed8\u3051\u305f\u72b6\u614b\u30fb\u533a\u5206\u30fb\u512a\u5148\u5ea6\u3068\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u306e\u6642\u70b9**\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332**\u3068\u3001\u901a\u95a2\u696d\u8005\u3068\u306e\u76f8\u8ac7\u306e\u7d50\u679c\n- \u518d\u767a\u7d66\u3092\u4f9d\u983c\u3057\u305f\u65e5\u6642\u3068\u3001\u518d\u767a\u7d66\u3055\u308c\u305f\u8a3c\u660e\u66f8\u3068\u306e\u5bfe\u5fdc\n\n**\u898f\u5247\u306e\u8868\u306e\u6642\u70b9\u3092\u6b8b\u3059\u306e\u306f\u3001\u7a0e\u95a2\u306e\u4e00\u89a7\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002**","minimal_setup":"1. \u904e\u53bb\u534a\u5e74\u306e\u6848\u4ef6\u304b\u3089\u3001**\u901a\u95a2\u696d\u8005\u306b\u4e0d\u5099\u3092\u6307\u6458\u3055\u308c\u305f\u3082\u306e**\u3092\u4e2d\u5fc3\u306b15\u4ef6\u3092\u9078\u3076\n2. \u305d\u306e15\u4ef6\u306b\u3064\u3044\u3066\u3001\u6307\u6458\u3055\u308c\u305f\u5185\u5bb9\u3068\u3001\u518d\u767a\u7d66\u3092\u983c\u3093\u3060\u304b\u3069\u3046\u304b\u3092\u66f8\u304d\u51fa\u3059\n3. \u8a3c\u660e\u66f8\u306ePDF\u3092\u30011\u4ef6\u305a\u3064\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u4e8b\u9805\u3092\u3001\u6b04\u3054\u3068\u306b\u539f\u6587\u306e\u307e\u307e\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7a7a\u6b04\u306e\u6b04\u306f\u7a7a\u306e\u307e\u307e\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7f72\u540d\u304c\u3042\u308b\u304b\u3092\u6b04\u3054\u3068\u306b\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6709\u52b9\u304b\u3069\u3046\u304b\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u3068\u8239\u8377\u8a3c\u5238\u3068\u624b\u3067\u898b\u6bd4\u3079\u3001\u5f53\u6642\u306e\u6307\u6458\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u6307\u6458\u3092\u53d7\u3051\u305f\u6848\u4ef6\u3092\u9078\u3076\u306e\u304c\u8981\u3067\u3059\u3002** \u4e0d\u5099\u306e\u7121\u3044\u8a3c\u660e\u66f8\u3067\u306f\u3001\u5931\u6557\u304c\u898b\u3048\u307e\u305b\u3093\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u6307\u6458\u3068\u540c\u3058\u4e0d\u5099\u304c\u8868\u304b\u3089\u8aad\u307f\u53d6\u308c\u305f | **OCR\u3068\u7167\u5408\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u7a7a\u6b04\u306e\u7279\u6075\u57fa\u6e96\u3084HS\u756a\u53f7\u3092\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u672c\u756a\u3067\u306f\u6bd4\u3079\u308b\u76f8\u624b\u306e\u5024\u3092\u6e21\u3055\u306a\u3044** |\n| \u7f72\u540d\u306e\u6709\u7121\u3092\u53d6\u308a\u9055\u3048\u305f | **\u7f72\u540d\u306e\u4f4d\u7f6e\u306e\u691c\u51fa\u3092 OCR \u5074\u3067\u884c\u3046\u7406\u7531\u304c\u5206\u304b\u308b** |","minimal_setup_short":"\u8a3c\u660e\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u8a18\u8f09\u4e8b\u9805\u306e\u8868\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bTextract \u3092\u547c\u3073\u3001\u8a18\u8f09\u4e8b\u9805\u3068\u7f72\u540d\u306e\u6709\u7121\u3092\u70b9\u691c\u8868\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u7f72\u540d\u306e\u691c\u51fa","full_setup":"\u4e0a\u8a18\uff0b\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u52d5\u304b\u3057\u3001\u53f0\u5e33\u3068\u6bd4\u3079\u3066\u533a\u5206\u3068\u512a\u5148\u5ea6\u3092\u4ed8\u3051\u3001\u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u539f\u672c\u306e\u56de\u306e\u70b9\u691c\u307e\u3067\u884c\u3046 \uff0f \u7167\u5408\u3068\u6d17\u3044\u51fa\u3057\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef618\u5206\u304c10\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u3068\u306e\u898b\u6bd4\u3079\u3068\u3001\u4e0d\u5099\u306e\u91cd\u3055\u306e\u5224\u65ad\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\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**20\u9805\u76ee\u8fd1\u3044\u898b\u6bd4\u3079\u3068\u533a\u5206\u306e\u5f53\u3066\u306f\u3081\u304c\u30011\u4ef6\u305a\u3064\u306e\u624b\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\u70b9\u691c\u8868\u30921\u304b\u6708\u898b\u308b\u3068\u3001**\u4e0d\u5099\u306e\u591a\u3044\u8f38\u51fa\u8005**\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u7a7a\u6b04\u306e HS\u756a\u53f7\u3092\u53f0\u5e33\u306e\u7a0e\u756a\u3067\u57cb\u3081\u308b | **\u6bd4\u3079\u308b\u76f8\u624b\u306e\u5024\u3092AI\u306b\u6e21\u3055\u306a\u3044** |\n| \u4f4f\u6240\u3084\u793e\u540d\u3092\u6b63\u898f\u5316\u3057\u3066\u7167\u5408\u304c\u7518\u304f\u306a\u308b | \u539f\u6587\u306e\u307e\u307e\u5199\u3055\u305b\u3001**\u6bd4\u8f03\u306e\u6bb5\u968e\u3067\u6b63\u898f\u5316\u306e\u898f\u5247\u3092\u6301\u3064** |\n| \u7f72\u540d\u306e\u6709\u7121\u3092AI\u306e\u5224\u65ad\u306b\u4efb\u305b\u308b | `SIGNATURES` \u306e\u4f4d\u7f6e\u3067\u5224\u5b9a\u3059\u308b |\n| \u4e0d\u5099\u306e\u91cd\u3055\u3092\u4e00\u5f8b\u306b\u3059\u308b | **\u7a0e\u95a2\u306e\u4e00\u89a7\u304b\u3089\u4f5c\u3063\u305f\u533a\u5206\u306e\u898f\u5247\u3067\u512a\u5148\u5ea6\u3092\u4ed8\u3051\u308b** |\n| \u4e00\u89a7\u306e\u6539\u8a02\u306b\u8ffd\u3044\u3064\u304b\u306a\u3044 | \u898f\u5247\u306e\u8868\u306b\u6642\u70b9\u3092\u6301\u305f\u305b\u3001\u6539\u8a02\u3092\u898b\u305f\u3089\u76f4\u3059 |\n| \u539f\u672c\u306e\u56de\u3092\u7701\u304f | \u30d5\u30a1\u30a4\u30eb\u540d\u3067\u5199\u3057\u3068\u539f\u672c\u3092\u5206\u3051\u3001**\u539f\u672c\u306e\u56de\u3092\u5fc5\u9808\u306b\u3059\u308b** |\n| \u81ea\u5df1\u7533\u544a\u306e\u66f8\u985e\u304c\u6df7\u3056\u308b | \u66f8\u985e\u306e\u7a2e\u985e\u3067\u632f\u308a\u5206\u3051\u3066\u3001\u5bfe\u8c61\u5916\u3068\u3057\u3066\u8fd4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u6587\u5b57\u3092\u7121\u7406\u306b\u8aad\u3080 | \u8aad\u3081\u306a\u3044\u6b04\u306f `unreadable` \u306b\u3057\u3001\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7 |\n| \u7d50\u679c\u306e\u53d6\u5f97\u3092\u7e70\u308a\u8fd4\u3057\u547c\u3093\u3067\u7d5e\u3089\u308c\u308b | **SNS \u306e\u901a\u77e5\u3092\u53d7\u3051\u3066\u304b\u3089\u53d6\u308a\u306b\u884c\u304f** |\n| \u4eba\u306e\u78ba\u8a8d\u306b A2I \u3092\u7d44\u307f\u8fbc\u3082\u3046\u3068\u3059\u308b | \u65b0\u898f\u306e\u9867\u5ba2\u3092\u53d7\u3051\u4ed8\u3051\u3066\u3044\u306a\u3044\u3002\u70b9\u691c\u8868\u3067\u78ba\u8a8d\u3059\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**\u7167\u5408\u306e\u76f8\u624b\u306e\u5024\u306b\u8aad\u307f\u53d6\u308a\u304c\u5f15\u304d\u5bc4\u305b\u3089\u308c\u308b**\u5931\u6557\u3067\u3001AI\u306b\u6bd4\u3079\u308b\u76f8\u624b\u3092\u898b\u305b\u306a\u3044\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8f38\u51fa\u8005\u3068\u8f38\u5165\u8005\u306e\u540d\u79f0\u30fb\u4f4f\u6240\u3001\u53d6\u5f15\u306e\u54c1\u76ee\u30fb\u6570\u91cf\u30fb\u91d1\u984d\u306b\u95a2\u308f\u308b\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u60c5\u5831\u3001\u4f7f\u3046\u5354\u5b9a\u3068\u7a0e\u756a\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u4ed5\u5165\u5148\u3068\u53d6\u5f15\u6761\u4ef6\u304c\u305d\u306e\u307e\u307e\u8aad\u3081\u308b\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u6709\u52b9\u304b\u3069\u3046\u304b\u3092\u81ea\u52d5\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u306b\u3082\u3001\u539f\u7523\u5730\u8abf\u67fb\u5b98\u7b49\u3078\u306e\u76f8\u8ac7\u3092\u6c42\u3081\u308b\u533a\u5206\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u8a18\u8f09\u4e8b\u9805\u306e\u5024\u3068\u3001\u4e00\u89a7\u306e\u3069\u306e\u533a\u5206\u306b\u5f53\u305f\u308b\u304b\u307e\u3067\u3067\u3059**\n2. **\u539f\u7523\u54c1\u306b\u5f53\u305f\u308b\u304b\u3092\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044** \u2026 \u7a0e\u95a2\u306e\u4e00\u89a7\u3067\u306f\u3001\u8a3c\u660e\u66f8\u304c\u6709\u52b9\u3068\u3055\u308c\u305f\u5834\u5408\u3067\u3082\u3001**\u8f38\u5165\u8ca8\u7269\u304c\u539f\u7523\u54c1\u3067\u306a\u3044\u3053\u3068\u53c8\u306f\u4ed6\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u5834\u5408\u306b\u306f\u3001\u901a\u95a2\u5f8c\u3067\u3042\u3063\u3066\u3082EPA\u7279\u6075\u7a0e\u7387\u306e\u9069\u7528\u304c\u8a8d\u3081\u3089\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306e\u70b9\u691c\u306f\u3001\u539f\u7523\u6027\u306e\u78ba\u8a8d\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u305b\u3093**\n3. **AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u54c1\u540d\u306e\u5bfe\u5fdc\u3065\u3051\u306b\u8981\u308b\u306e\u306f\u30a4\u30f3\u30dc\u30a4\u30b9\u306e\u54c1\u540d\u3060\u3051\u3067\u3059\u3002**\u91d1\u984d\u3068\u53d6\u5f15\u6761\u4ef6\u306f\u6e21\u3057\u307e\u305b\u3093**\n4. **\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u4fdd\u7ba1\u5148\u3092\u81ea\u793e\u306e\u4e2d\u306b\u3059\u308b** \u2026 Textract \u306e\u975e\u540c\u671f\u306e\u7d50\u679c\u306f\u3001\u65e2\u5b9a\u3067\u306f7\u65e5\u9593\u3001Textract \u306e\u4fdd\u7ba1\u5148\u306b\u6697\u53f7\u5316\u3057\u3066\u7f6e\u304b\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u3001\u4fdd\u7ba1\u306e\u671f\u9593\u3092\u81ea\u793e\u3067\u6c7a\u3081\u307e\u3059**\n5. **\u518d\u767a\u7d66\u306e\u4f9d\u983c\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u91cd\u3044\u4e0d\u5099\u3092\u898b\u843d\u3068\u3057\u3066\u901a\u95a2\u306e\u76f4\u524d\u306b\u6c17\u3065\u304f\u3053\u3068\u3068\u3001\u8efd\u3044\u98df\u3044\u9055\u3044\u3067\u8f38\u51fa\u8005\u306b\u518d\u767a\u7d66\u3092\u983c\u3093\u3067\u5f85\u305f\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u7f72\u540d\u3068\u69d8\u5f0f\u306e\u691c\u51fa\u3067\u3001\u5f8c\u8005\u306f\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"ASEAN\u30fb\u4e2d\u56fd\u30fb\u30a4\u30f3\u30c9\u306a\u3069\u304b\u3089\u5316\u5b66\u54c1\u30fb\u98df\u54c1\u539f\u6599\u30fb\u6a5f\u68b0\u90e8\u54c1\u30fb\u96d1\u8ca8\u3092\u8f38\u5165\u3057\u3001EPA\u306e\u7279\u6075\u7a0e\u7387\u3092\u4f7f\u3046\u305f\u3081\u306b\u3001\u8f38\u51fa\u56fd\u306e\u767a\u7d66\u6a5f\u95a2\u304c\u51fa\u3057\u305f\u82f1\u6587\u306e\u539f\u7523\u5730\u8a3c\u660e\u66f8\u3092\u6848\u4ef6\u3054\u3068\u306b\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u5546\u793e\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u5c0f\u58f2\u3002EPA\u3092\u4f7f\u3046\u8f38\u5165\u304c\u6708\u306b\u767e\u4ef6\u4ee5\u4e0a\u3042\u308a\u3001\u8a3c\u660e\u66f8\u3068\u30a4\u30f3\u30dc\u30a4\u30b9\u30fb\u8239\u8377\u8a3c\u5238\u306e\u8a18\u8f09\u306e\u98df\u3044\u9055\u3044\u3092\u901a\u95a2\u696d\u8005\u304b\u3089\u6307\u6458\u3055\u308c\u3066\u3001\u518d\u767a\u7d66\u3092\u983c\u3080\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3063\u3066\u304a\u308a\u3001\u66f8\u985e\u306ePDF\u3092\u4fdd\u7ba1\u3059\u308b\u5834\u6240\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"EPA\u306e\u539f\u7523\u5730\u306e\u8a3c\u660e\u3092\u3001\u8f38\u5165\u8005\u3084\u8f38\u51fa\u8005\u304c\u4f5c\u308b\u539f\u7523\u54c1\u7533\u544a\u66f8\uff08\u81ea\u5df1\u7533\u544a\uff09\u3067\u884c\u3046\u3053\u3068\u304c\u5927\u534a\u306e\u5834\u5408\uff08\u66f8\u985e\u306e\u5f62\u3068\u78ba\u304b\u3081\u308b\u70b9\u304c\u9055\u3044\u307e\u3059\uff09\u3002\u8a3c\u660e\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u65e5\u672c\u8a9e\u306e\u66f8\u985e\u3092\u8aad\u3080\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u306a\u30696\u8a00\u8a9e\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\uff09\u3002EPA\u3092\u4f7f\u3046\u8f38\u5165\u304c\u6708\u306b\u6570\u4ef6\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u7523\u54c1\u304c\u539f\u7523\u54c1\u306b\u5f53\u305f\u308b\u304b\u3001\u8a3c\u660e\u66f8\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u533a\u5206\u306e\u898f\u5247\u306e\u8868\u3092\u4f5c\u308b**\n\n\u4f7f\u3063\u3066\u3044\u308b\u5354\u5b9a\u306b\u3064\u3044\u3066\u3001\u7a0e\u95a2\u306e\u4e0d\u5099\u306e\u4e00\u89a7\u306e\u884c\u3092\u5199\u3057\u3001**\u8a18\u8f09\u4e8b\u9805 \u00d7 \u72b6\u614b \u2192 \u533a\u5206\u3068\u512a\u5148\u5ea6**\u306e\u8868\u306b\u3057\u307e\u3059\u3002\u4e00\u89a7\u306e\u6642\u70b9\u3092\u8868\u306e\u5148\u982d\u306b\u66f8\u304d\u3001**\u901a\u95a2\u696d\u8005\u306b\u898b\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a15\u4ef6\u3067\u8a66\u3059**\n\n\u901a\u95a2\u696d\u8005\u306b\u4e0d\u5099\u3092\u6307\u6458\u3055\u308c\u305f\u6848\u4ef6\u3092\u4e2d\u5fc3\u306b15\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8a18\u8f09\u4e8b\u9805\u306e\u8868\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u7a7a\u6b04\u3092\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u7f72\u540d\u306e\u6709\u7121\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5199\u3057\u3068\u539f\u672c\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b**\n\n**\u5199\u3057\u306e\u56de\u3068\u539f\u672c\u306e\u56de\u306e\u4e21\u65b9\u3092\u70b9\u691c\u3059\u308b\u624b\u9806\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u65b9\u3092\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u518d\u767a\u7d66\u3092\u983c\u3080\u304b\u901a\u95a2\u696d\u8005\u306b\u76f8\u8ac7\u3059\u308b\u304b\u3092\u3001\u533a\u5206\u3054\u3068\u306b\u8ab0\u304c\u6c7a\u3081\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u4fdd\u5b58\u304b\u3089\u70b9\u691c\u8868\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u304b\u3089 Textract \u306e\u975e\u540c\u671f\u306e\u5206\u6790\u3001SNS \u306e\u901a\u77e5\u3001Lambda \u3067\u306e\u7d50\u679c\u306e\u53d6\u5f97\u307e\u3067\u3092\u4f5c\u308a\u3001\u8a18\u8f09\u4e8b\u9805\u3068\u7f72\u540d\u306e\u6709\u7121\u3092\u70b9\u691c\u8868\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3092\u305b\u305a\u3001\u8aad\u307f\u53d6\u308a\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3068\u533a\u5206\u306e\u5f53\u3066\u306f\u3081\u3092\u8db3\u3057\u3001\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6848\u4ef6\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u518d\u767a\u7d66\u4f9d\u983c\u306e\u4e0b\u66f8\u304d\u3068\u539f\u672c\u306e\u56de\u306e\u70b9\u691c\u3092\u8db3\u3057\u30011\u4ef618\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u4e0d\u5099\u306e\u591a\u3044\u8f38\u51fa\u8005\u306b\u66f8\u304d\u65b9\u3092\u4f1d\u3048\u3001\u901a\u95a2\u306e\u76f4\u524d\u306e\u6307\u6458\u304c\u307b\u3068\u3093\u3069\u7121\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0061","UC-0057","UC-0141","UC-0079"],"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":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u539f\u7523\u5730\u8a3c\u660e\u66f8\u7b49\u3092\u539f\u5247\u3068\u3057\u3066\u8f38\u5165\u7533\u544a\u306e\u969b\u306b\u63d0\u51fa\u3059\u308b\u3053\u3068\u3002\u6307\u5b9a\u306e\u69d8\u5f0f\u3068\u5fc5\u8981\u7684\u8a18\u8f09\u4e8b\u9805\u306b\u5f93\u3046\u3053\u3068\u3002\u6709\u52b9\u671f\u9593\u304c\u767a\u7d66\u53c8\u306f\u4f5c\u6210\u306e\u65e5\u304b\u30891\u5e74\u3067\u3042\u308b\u3053\u3068\u3002\u4e8b\u5f8c\u63d0\u51fa\u304c\u8a8d\u3081\u3089\u308c\u308b\u5834\u5408\u3002\u8ab2\u7a0e\u4fa1\u683c\u306e\u7dcf\u984d20\u4e07\u5186\u4ee5\u4e0b\u306e\u8ca8\u7269\u306f\u63d0\u51fa\u304c\u4e0d\u8981\u306a\u3053\u3068 | [\u7a0e\u95a2: 1524 EPA\u7a0e\u7387\u3092\u9069\u7528\u3059\u308b\u5834\u5408\u306e\u8f38\u5165\u901a\u95a2\u624b\u7d9a](https:\/\/www.customs.go.jp\/tetsuzuki\/c-answer\/imtsukan\/1524_jr.htm) | 2026-10-06 |\n| \u539f\u7523\u5730\u8a3c\u660e\u66f8\u306e\u4e0d\u5099\u306e\u5185\u5bb9\u3068\u6271\u3044\uff08\u4ee4\u548c8\u5e744\u67081\u65e5\u73fe\u5728\uff09\u3002\u82f1\u8a9e\u4ee5\u5916\u306e\u8a18\u8ff0\u306f\u539f\u5247\u7121\u52b9\u3001\u5354\u5b9a\u306e\u69d8\u5f0f\u3067\u306a\u3044\u3082\u306e\u30fb\u539f\u672c\u3067\u306a\u3044\u3082\u306e\u30fb\u5370\u5f71\u7f72\u540d\u306e\u8131\u843d\u306a\u3069\u306e\u6271\u3044\u3001\u8f38\u51fa\u8005\u540d\u3084\u30a4\u30f3\u30dc\u30a4\u30b9\u756a\u53f7\u306a\u3069\u306e\u76f8\u9055\u306f\u53d6\u5f15\u66f8\u985e\u3067\u540c\u4e00\u6027\u3092\u78ba\u8a8d\u3067\u304d\u308b\u5834\u5408\u306b\u9650\u308a\u6709\u52b9\u3001\u7279\u6075\u57fa\u6e96\u306e\u8131\u843d\u306f\u539f\u5247\u7121\u52b9\u3001HS\u756a\u53f7\u306e\u76f8\u9055\u3067\u6709\u52b9\u3068\u8a8d\u3081\u3089\u308c\u308b\u5834\u5408\u3001\u96fb\u5b50\u767a\u7d66\u306e\u307f\u3092\u7406\u7531\u306b\u7121\u52b9\u3068\u3057\u306a\u3044\u3053\u3068\u3001\u6709\u52b9\u3068\u3055\u308c\u3066\u3082\u539f\u7523\u54c1\u3067\u306a\u3044\u3068\u5224\u660e\u3059\u308c\u3070\u901a\u95a2\u5f8c\u3067\u3082\u7279\u6075\u7a0e\u7387\u304c\u8a8d\u3081\u3089\u308c\u306a\u3044\u3053\u3068 | [\u7a0e\u95a2: EPA\u539f\u7523\u5730\u8a3c\u660e\u66f8\u306e\u4e0d\u5099\u306e\u4e00\u89a7](https:\/\/www.customs.go.jp\/roo\/procedure\/fubi_epa.pdf) | 2026-10-06 |\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u5f62\u5f0f\u306e PDF \u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068\u3002\u540c\u671f\u306f PDF \u3068 TIFF \u304c1\u30da\u30fc\u30b8\u3001\u975e\u540c\u671f\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u306e PDF \u306f\u4e0d\u53ef\u3002\u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3002\u7e26\u66f8\u304d\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u554f\u3044\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u306e\u307f\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3067\u3042\u308b\u3053\u3068\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\u3067\u3042\u308b\u3053\u3068\u3002\u554f\u3044\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u540c\u671f15\u30fb\u975e\u540c\u671f30\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-06 |\n| AnalyzeDocument \u304c TABLES\u30fbFORMS\u30fbQUERIES\u30fbSIGNATURES\u30fbLAYOUT \u3092\u6307\u5b9a\u3067\u304d\u3001SIGNATURES \u304c\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u8fd4\u3059\u3053\u3068\u3002A2I \u304c2026\u5e747\u6708\u306b\u4fdd\u5b88\u306e\u6bb5\u968e\u306b\u5165\u308a\u65b0\u898f\u306e\u9867\u5ba2\u3092\u53d7\u3051\u4ed8\u3051\u3066\u3044\u306a\u3044\u3053\u3068 | [AWS: AnalyzeDocument](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_AnalyzeDocument.html) | 2026-10-06 |\n| \u554f\u3044\u306b\u5225\u540d\u3092\u4ed8\u3051\u3089\u308c\u3001\u7b54\u3048\u306e\u5074\u306b\u554f\u3044\u304c\u7e70\u308a\u8fd4\u3055\u308c\u3066\u8fd4\u308b\u3053\u3068\u3002\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) | 2026-10-06 |\n| \u975e\u540c\u671f\u306e\u51e6\u7406\u306e\u5b8c\u4e86\u304c SNS \u306b\u9001\u3089\u308c\u308b\u3053\u3068\u3002\u7d50\u679c\u306e\u53d6\u5f97\u3092\u7e70\u308a\u8fd4\u3057\u547c\u3076\u3053\u3068\u306f\u52e7\u3081\u3089\u308c\u305a\u7d5e\u3089\u308c\u308b\u3053\u3068\u3002\u7d50\u679c\u304c\u65e2\u5b9a\u30677\u65e5\u9593\u4fdd\u5b58\u3055\u308c\u3001`OutputConfig` \u3067\u81ea\u793e\u306e\u4fdd\u7ba1\u5148\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`ClientRequestToken` \u304c\u540c\u3058\u4f9d\u983c\u306b\u540c\u3058 JobId \u3092\u8fd4\u3057\u30017\u65e5\u9593\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3002\u540c\u6642\u306e\u51e6\u7406\u304c\u591a\u3059\u304e\u308b\u3068 `LimitExceededException` \u304c\u51fa\u308b\u3053\u3068 | [AWS: Calling Amazon Textract Asynchronous Operations](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/api-async.html) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u5236\u7d04\u4ed8\u304d\u306e\u751f\u6210\u3067 JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u4fdd\u8a3c\u3057\u3001\u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u305d\u308d\u3046\u3053\u3068\u3002`enum` \u3092\u4f7f\u3048\u308b\u3053\u3068\u3002\u62d2\u5426\u3084 `max_tokens` \u3067\u306e\u6253\u3061\u5207\u308a\u306e\u3068\u304d\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3053\u3068 | [Claude: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 |\n\n**\u8a3c\u660e\u66f8\u304c\u6709\u52b9\u304b\u3001\u7523\u54c1\u304c\u539f\u7523\u54c1\u306b\u5f53\u305f\u308b\u304b\u306f\u3001\u901a\u95a2\u696d\u8005\u3068\u7a0e\u95a2\u306e\u539f\u7523\u5730\u8abf\u67fb\u5b98\u7b49\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u7684\u6a5f\u95a2\u3068\u5404\u88fd\u54c1\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[28,22,18],"uc_department":[53,50],"uc_task":[60,65],"uc_issue":[70,75,72],"uc_effect":[83,86,85],"uc_ai_function":[93],"class_list":["post-14356","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-trading","uc_industry-retail","uc_industry-manufacturing","uc_department-logistics-dept","uc_department-procurement","uc_task-review-check","uc_task-comparison","uc_issue-person-dependent","uc_issue-missed-deadlines","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-decision-support","uc_effect-prevent-loss","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14356","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14356\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14356"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14356"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14356"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14356"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14356"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14356"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14356"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14356"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14356"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14356"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}