{"id":14601,"date":"2026-10-07T10:04:10","date_gmt":"2026-10-07T01:04:10","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/handwritten-waybill-billing\/"},"modified":"2026-10-07T10:04:10","modified_gmt":"2026-10-07T01:04:10","slug":"handwritten-waybill-billing","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/handwritten-waybill-billing\/","title":{"rendered":"\u904b\u9001\u4f1a\u793e\u3067\u96c6\u8377\u5148\u304c\u624b\u66f8\u304d\u3057\u305f\u9001\u308a\u72b6\u306e\u63a7\u3048\u3092\u8aad\u307f\u53d6\u308a\u3001\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u3092\u904b\u8cc3\u8a08\u7b97\u3068\u8377\u4e3b\u3078\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u8ee2\u8a18\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u308b\u624b\u66f8\u304d\u306e\u9001\u308a\u72b6\u306e\u63a7\u3048\u3092\u8aad\u307f\u53d6\u308a\u3001\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u3092\u904b\u8cc3\u306e\u8a08\u7b97\u8868\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u8377\u4e3b\u3054\u3068\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\u3057\u3001\u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u307e\u3067\u3064\u306a\u3052\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0681","platform_main":"Google Document AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u6bce\u65e519\u6642\u306b\u3001\u305d\u306e\u65e5\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u63a7\u3048\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u3059\u3002** \u63a7\u3048\u306f\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u5915\u65b9\u306b\u6301\u3061\u5e30\u308b\u306e\u3067\u30011\u679a\u305a\u3064\u52d5\u304b\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u7fcc\u671d\u306b\u306f\u3001\u524d\u65e5\u306e\u5206\u306e\u8a08\u7b97\u8868\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u304c\u305d\u308d\u3063\u3066\u3044\u308b**\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u306e\u675f\u30921\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u3092\u300c\u65e5\u4ed8_\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u300d\u306b\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u30da\u30fc\u30b8\u3054\u3068\u306b\u5206\u3051\u3066\u3001**1\u679a\u306e\u63a7\u3048\u306b\u65e5\u4ed8\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u4ed8\u3051\u307e\u3059\u3002** \u96c6\u8377\u306e\u65e5\u4ed8\u306f\u63a7\u3048\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u3063\u305f\u65e5\u3092\u96c6\u8377\u65e5\u3068\u307f\u306a\u3057\u307e\u3059\u3002\n\n**\u540c\u671f\u306e\u51e6\u7406\u306e\u30da\u30fc\u30b8\u6570\u306b\u5408\u308f\u305b\u3066\u5206\u3051\u307e\u3059\u3002** Enterprise Document OCR \u306e\u540c\u671f\u306e\u51e6\u7406\u306f15\u30da\u30fc\u30b8\u307e\u3067\u306a\u306e\u3067\u3001**\u5206\u3051\u305f1\u679a\u305a\u3064\u3092\u6e21\u3057\u3001\u675f\u306e\u307e\u307e\u6e21\u3057\u307e\u305b\u3093\u3002** 1\u65e5\u5206\u304c\u591a\u3044\u65e5\u306f\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\uff08500\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u307e\u3068\u3081\u308b\u5f62\u3082\u9078\u3079\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9001\u308a\u72b6\u306e\u63a7\u3048 | \u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3002\u65e5\u4ed8\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7 | \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u5148 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30d6\u30ed\u30c3\u30af\u30fb\u884c\u30fb\u8a9e\u306e\u4f4d\u7f6e\u3001**\u4fe1\u983c\u5ea6**\u3001**\u753b\u8cea\u306e\u8a55\u4fa1\u3068\u4e0d\u826f\u306e\u7a2e\u985e** | Document AI\uff08Enterprise Document OCR\uff09 |\n| \u8377\u4e3b\u306e\u4e00\u89a7 | \u8377\u4e3b\u30b3\u30fc\u30c9\u3001\u540d\u79f0\u3001\u9001\u308a\u72b6\u306b\u5370\u5b57\u3055\u308c\u305f\u8377\u4e3b\u756a\u53f7\u3001**\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247** | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u904b\u8cc3\u6599\u91d1\u8868 | \u8377\u4e3b\u3054\u3068\u306e\u91cd\u91cf\u306e\u533a\u5206\u00d7\u5730\u57df\u306e\u533a\u5206\u306e\u904b\u8cc3\u3001\u9069\u7528\u306e\u65b9\u6cd5 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5730\u57df\u306e\u533a\u5206\u306e\u8868 | \u90fd\u9053\u5e9c\u770c\u30fb\u5e02\u533a\u753a\u6751\u3068\u5730\u57df\u306e\u533a\u5206\u306e\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u71c3\u6599\u30b5\u30fc\u30c1\u30e3\u30fc\u30b8\u306e\u8868 | \u71c3\u6599\u306e\u4fa1\u683c\u5e2f\u3054\u3068\u306e\u52a0\u7b97\u306e\u6c7a\u307e\u308a | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8377\u4e3b\u306e\u4e00\u89a7\u306e\u300c\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u300d\u306e\u5217\u3067\u3059\u3002** \u3053\u306e\u5217\u304c\u7a7a\u306a\u3089\u3001\u500b\u6570\u304c2\u4ee5\u4e0a\u306e\u63a7\u3048\u306f\u3059\u3079\u3066 `ambiguous_weight` \u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u6708\u306f\u591a\u304f\u51fa\u308b\u524d\u63d0\u3067\u3001\u78ba\u8a8d\u306e\u305f\u3073\u306b\u898f\u5247\u3092\u57cb\u3081\u3066\u3044\u304d\u307e\u3059\u3002**\n\n**\u8377\u4e3b\u306f\u3001\u9001\u308a\u72b6\u306b\u5370\u5b57\u3055\u308c\u305f\u8377\u4e3b\u756a\u53f7\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002** \u81ea\u793e\u306e\u69d8\u5f0f\u306b\u8377\u4e3b\u756a\u53f7\u3092\u5237\u3063\u3066\u304a\u3051\u3070\u3001**\u624b\u66f8\u304d\u306e\u8377\u4e3b\u540d\u3092\u8aad\u3080\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u756a\u53f7\u304c\u5237\u3089\u308c\u3066\u3044\u306a\u3044\u767d\u7d19\u306e\u69d8\u5f0f\u306f\u3001\u8377\u4e3b\u540d\u3092\u8aad\u3093\u3067\u7167\u5408\u3057\u307e\u3059\u3002","data_source":"\u8aad\u307f\u53d6\u308a\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089 Document AI \u306e\u51e6\u7406\u306e API \u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\u51e6\u7406\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3001**\u753b\u8cea\u306e\u8a55\u4fa1\u3068\u8a00\u8a9e\u306e\u30d2\u30f3\u30c8\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u5fdc\u7b54\u306e\u3069\u3053\u304b\u3089\u30fb\u3069\u306e\u8a2d\u5b9a\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5168\u6587\u3068\u4f4d\u7f6e | `text`\u3001\u5404\u8981\u7d20\u306e `layout` \u306e `textAnchor` \u3068 `boundingPoly` | \u9805\u76ee\u306e\u6b04\u306e\u4f4d\u7f6e\u3068\u306e\u7167\u5408 |\n| \u4fe1\u983c\u5ea6 | \u5404\u8981\u7d20\u306e `layout` \u306e `confidence` | \u500b\u6570\u3068\u91cd\u91cf\u306e\u6570\u5b57\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n| \u753b\u8cea\u306e\u8a55\u4fa1 | `ocrConfig` \u306e `enableImageQualityScores` | \u8584\u3044\u30fb\u304b\u3059\u308c\u305f\u63a7\u3048\u306e\u632f\u308a\u5206\u3051 |\n| \u8a00\u8a9e\u306e\u30d2\u30f3\u30c8 | `ocrConfig.hints.languageHints` \u306b `ja` | \u65e5\u672c\u8a9e\u306e\u624b\u66f8\u304d\u306e\u8aad\u307f\u53d6\u308a |\n| \u624b\u66f8\u304d\u304b\u3069\u3046\u304b | `premiumFeatures.computeStyleInfo` | \u5370\u5b57\u306e\u6b04\u3068\u624b\u66f8\u304d\u306e\u5024\u306e\u898b\u5206\u3051 |\n\n**\u753b\u8cea\u306e\u8a55\u4fa1\u306f\u30018\u7a2e\u985e\u306e\u4e0d\u826f\u3067\u8fd4\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u66f8\u985e\u304c\u4e0d\u826f\u3068\u5224\u5b9a\u3055\u308c\u308b\u3068 `quality\/defect_blurry`\uff08\u307c\u3084\u3051\uff09\u3001`quality\/defect_faint`\uff08\u8584\u3044\uff09\u3001`quality\/defect_text_too_small`\uff08\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\uff09\u3001`quality\/defect_glare`\uff08\u53cd\u5c04\uff09\u306a\u3069**8\u7a2e\u985e\u306e\u4e0d\u826f\u306e\u7a2e\u985e**\u304c\u8fd4\u308a\u3001**0.5\u3092\u8d85\u3048\u308b\u53ef\u80fd\u6027\u304c\u967d\u6027\u306e\u691c\u51fa**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8907\u5199\u306e\u63a7\u3048\u3067\u52b9\u304f\u306e\u306f `defect_faint` \u3067\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306f**\u30b9\u30ad\u30e3\u30f3\u3084\u64ae\u5f71\u3057\u305f\u66f8\u985e\u306b\u5411\u304f**\u3068\u3055\u308c\u3001**\u53cd\u5c04\uff08glare\uff09\u306e\u4e0d\u826f\u306f\u5c40\u6240\u7684\u3067\u3001\u8aad\u307f\u3084\u3059\u3055\u5168\u4f53\u3092\u59a8\u3052\u306a\u3044\u3053\u3068\u3082\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067 `rescan` \u306b\u56de\u3059\u6761\u4ef6\u306f\u8584\u3055\u30fb\u307c\u3084\u3051\u30fb\u6587\u5b57\u306e\u5c0f\u3055\u3055\u306b\u7d5e\u308a\u3001**\u53cd\u5c04\u3060\u3051\u306e\u63a7\u3048\u306f\u8aad\u307e\u305b\u3066\u4fe1\u983c\u5ea6\u3067\u898b\u307e\u3059\u3002** \u753b\u8cea\u306e\u8a55\u4fa1\u306f\u3001OCR\u3068\u540c\u3058\u7a0b\u5ea6\u306e\u51e6\u7406\u6642\u9593\u304c\u4e0a\u4e57\u305b\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u591c\u9593\u306b\u307e\u3068\u3081\u3066\u52d5\u304b\u3059\u5f62\u3068\u76f8\u6027\u304c\u3088\u3044\u6a5f\u80fd\u3067\u3059\u3002\n\n**\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u306f\u3001\u5370\u5b57\u3068\u624b\u66f8\u304d\u3092\u5206\u3051\u308b\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u6587\u5b57\u306e\u66f8\u4f53\u306e\u691c\u51fa\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u8a9e\u306e\u5358\u4f4d\u3067**\u624b\u66f8\u304d\u304b\u3069\u3046\u304b**\u3092\u542b\u3080\u66f8\u4f53\u306e\u5c5e\u6027\u304c\u8fd4\u308a\u307e\u3059\u3002\u9001\u308a\u72b6\u306b\u306f\u300c\u91cd\u91cf\u300d\u300c\u500b\u6570\u300d\u306e\u6b04\u306e\u540d\u524d\u304c\u5370\u5b57\u3055\u308c\u3066\u3044\u3066\u3001**\u624b\u66f8\u304d\u306e\u8a9e\u3060\u3051\u3092\u5024\u306e\u5019\u88dc\u306b\u3059\u308c\u3070\u3001\u6b04\u306e\u540d\u524d\u3092\u5024\u3068\u3057\u3066\u62fe\u3046\u8aa4\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Document AI \u306e\u5bfe\u8c61\u306f PDF\u3001TIFF\u3001JPEG\u3001PNG \u306a\u3069\u3067\u3059\u3002**\u8907\u5408\u6a5f\u306e\u8a2d\u5b9a\u3092PDF\u306b\u56fa\u5b9a\u3057\u307e\u3059**\n2. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8907\u5199\u306e\u8584\u3044\u6587\u5b57\u3092\u62fe\u3046\u305f\u3081\u3001300dpi\u3067\u53d6\u308a\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u3078\u306e\u5206\u5272** \u2026 \u675f\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u679a\u305a\u3064\u306b\u5206\u3051\u3001\u65e5\u4ed8\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u3092\u4ed8\u3051\u307e\u3059\n4. **\u753b\u8cea\u3067\u306e\u632f\u308a\u5206\u3051** \u2026 `defect_faint` \u3084 `defect_blurry` \u304c\u967d\u6027\u306e\u63a7\u3048\u306f `rescan` \u306b\u56de\u3057\u3001**\u9805\u76ee\u306b\u5206\u3051\u308b\u51e6\u7406\u306b\u6e21\u3057\u307e\u305b\u3093**\n5. **\u767d\u7d19\u30fb\u88cf\u9762\u306e\u9664\u53bb** \u2026 \u6587\u5b57\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u30da\u30fc\u30b8\u306f\u3001\u88cf\u9762\u304b\u767d\u7d19\u3068\u3057\u3066\u5916\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8377\u4e3b\u756a\u53f7\u30fb\u5c4a\u3051\u5148\u30fb\u500b\u6570\u306e\u63a7\u3048\u304c\u540c\u3058\u65e5\u306b2\u679a\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u7591\u3044\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8584\u3044\u63a7\u3048\u3067\u3082\u3001OCR\u306f\u4f55\u304b\u3057\u3089\u306e\u6587\u5b57\u3092\u8fd4\u3057\u307e\u3059\u3002**\u300c8\u300d\u304c\u300c3\u300d\u306b\u3001\u300c15\u300d\u304c\u300c16\u300d\u306b\u8aad\u307e\u308c\u305f\u91cd\u91cf\u3067\u904b\u8cc3\u304c\u8a08\u7b97\u3055\u308c\u3066\u3082\u3001\u8a08\u7b97\u8868\u306e\u4e0a\u3067\u306f\u6b63\u3057\u3044\u5f62\u306e\u6570\u5b57\u306b\u898b\u3048\u307e\u3059\u3002** \u8aad\u3080\u524d\u306b\u5206\u3051\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u78ba\u5b9f\u306a\u5bfe\u7b56\u3067\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9001\u308a\u72b6\u306e\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5730\u57df\u306e\u533a\u5206\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u3001\u904b\u8cc3\u306e\u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5206\u3051\u308b\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8377\u4e3b\u756a\u53f7\u30fb\u8377\u4e3b\u540d | \u5370\u5b57\u306e\u756a\u53f7\u3001\u300c\u3054\u4f9d\u983c\u4e3b\u300d\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u5c4a\u3051\u5148\u306e\u540d\u79f0\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71 | \u300c\u304a\u5c4a\u3051\u5148\u300d\u306e\u6b04 | **\u4f4f\u6240\u306f\u66f8\u304b\u308c\u305f\u8868\u8a18\u306e\u307e\u307e** |\n| \u500b\u6570 | \u300c\u500b\u6570\u300d\u306e\u6b04\u306e\u6570\u5b57 | \u6570\u5b57\u3060\u3051\u3092\u5199\u3059 |\n| \u91cd\u91cf | \u300c\u91cd\u91cf\u300d\u306e\u6b04\u306e\u6570\u5b57\u3068\u5358\u4f4d | **\u5358\u4f4d\u3092\u542b\u3081\u3066\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u3002\u63db\u7b97\u3057\u306a\u3044** |\n| \u54c1\u540d | \u300c\u54c1\u540d\u300d\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u652f\u6255\u306e\u533a\u5206 | \u300c\u5143\u6255\u300d\u300c\u7740\u6255\u300d\u306e\u5370 | \u5370\u306e\u4ed8\u3044\u305f\u307b\u3046\u3092\u5199\u3057\u3001\u4e21\u65b9\u304b\u7121\u3057\u306a\u3089 `unclear` |\n| \u914d\u9054\u306e\u6307\u5b9a | \u6307\u5b9a\u65e5\u3001\u6642\u9593\u5e2f\u3001\u300c\u5348\u524d\u7740\u300d | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u91cd\u91cf\u306e\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3053\u3068\u3092\u3001\u8868\u306b\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002** \u300c20\u30ad\u30ed\u300d\u300c20kg\u300d\u300c20\u300d\u306e\u3088\u3046\u306b\u5358\u4f4d\u304c\u7121\u3044\u3082\u306e\u3082\u3042\u308a\u3001**AI\u306f\u300ckg\u300d\u3092\u88dc\u3044\u305f\u304c\u308a\u307e\u3059\u3002** \u5358\u4f4d\u304c\u7121\u3044\u3053\u3068\u3082\u3001\u898f\u5247\u306e\u5224\u65ad\u306b\u4f7f\u3046\u60c5\u5831\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91cd\u91cf\u304c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306e\u5224\u65ad | \u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u904b\u8cc3\u30fb\u71c3\u6599\u30b5\u30fc\u30c1\u30e3\u30fc\u30b8\u306e\u8a08\u7b97 | \u5951\u7d04\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3068\u30b3\u30fc\u30c9\u3067\u8a08\u7b97\u3059\u308b |\n| \u4f4f\u6240\u304b\u3089\u306e\u5730\u57df\u306e\u533a\u5206\u306e\u5224\u65ad | \u5730\u57df\u306e\u533a\u5206\u306e\u8868\u3067\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u5b8c | \u524d\u5f8c\u306e\u63a7\u3048\u3084\u54c1\u540d\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044 |\n| \u54c1\u540d\u304b\u3089\u306e\u91cd\u91cf\u306e\u63a8\u5b9a | \u300c\u7c7310\u888b\u300d\u304b\u3089\u91cd\u91cf\u3092\u51fa\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u500b\u6570\u304c3\u3067\u91cd\u91cf\u304c60kg\u306a\u3089\u3001AI\u306f\u300c1\u500b20kg\u3001\u5408\u8a0860kg\u300d\u3068\u89aa\u5207\u306b\u4e21\u65b9\u3092\u66f8\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u304c\u66f8\u304d\u624b\u306e\u610f\u56f3\u304b\u306f\u3001\u63a7\u3048\u306e\u3069\u3053\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6570\u5b57\u3060\u3051\u3092\u8fd4\u3055\u305b\u3001\u89e3\u91c8\u306f\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u304b\u4eba\u306b\u4efb\u305b\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u904b\u9001\u4f1a\u793e\u306e\u4e8b\u52d9\u54e1\u3068\u3057\u3066\u3001\u8377\u4e3b\u304c\u624b\u66f8\u304d\u3057\u305f\u9001\u308a\u72b6\u306e\u63a7\u3048\u306e\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3001\u9805\u76ee\u306b\u5206\u3051\u3066\u66f8\u304d\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u6b21\u306e\u9805\u76ee\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u8377\u4e3b\u756a\u53f7\u3001\u8377\u4e3b\u540d\u3001\u5c4a\u3051\u5148\u306e\u540d\u79f0\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u3001\u500b\u6570\u3001\u91cd\u91cf\u3001\u54c1\u540d\u3001\n   \u652f\u6255\u306e\u533a\u5206\uff08\u5143\u6255\u3044\uff0f\u7740\u6255\u3044\uff09\u3001\u914d\u9054\u306e\u6307\u5b9a\n2. \u5370\u5b57\u3055\u308c\u305f\u6b04\u306e\u540d\u524d\uff08\u300c\u91cd\u91cf\u300d\u300c\u500b\u6570\u300d\u306a\u3069\uff09\u306f\u5024\u3068\u3057\u3066\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n   \u624b\u66f8\u304d\u306e\u8a9e\u3060\u3051\u3092\u5024\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. 1\u679a\u306b\u8907\u6570\u306e\u5c4a\u3051\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5c4a\u3051\u5148\u3054\u3068\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u6570\u5b57\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u91cf\u306f\u3001\u6570\u5b57\u3068\u5358\u4f4d\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5358\u4f4d\u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u91cf\u304c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306b\u3064\u3044\u3066\u3001\u5224\u65ad\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6240\u306f\u66f8\u304b\u308c\u305f\u8868\u8a18\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5730\u57df\u3084\u533a\u5206\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u652f\u6255\u306e\u533a\u5206\u306f\u3001\u5370\u304c\u4ed8\u3044\u3066\u3044\u308b\u307b\u3046\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e21\u65b9\u306b\u5370\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u3069\u3061\u3089\u306b\u3082\u7121\u3044\u5834\u5408\u306f unclear \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u904b\u8cc3\u3084\u6599\u91d1\u306b\u3064\u3044\u3066\u3001\u4f55\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u5168\u6587\u3068\u3001\u624b\u66f8\u304d\u306e\u8a9e\u306e\u4e00\u89a7\uff09\u3011{ocr_result}\n```\n\n**\u300c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306b\u3064\u3044\u3066\u5224\u65ad\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001AI\u304c\u8a08\u7b97\u3092\u624b\u4f1d\u3046\u304b\u3089\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u91cd\u91cf\u306e\u6b04\u306b\u300c60kg\uff0820kg\u00d73\u500b\uff09\u300d\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002**\u62ec\u5f27\u306e\u4e2d\u306e\u639b\u3051\u7b97\u304c\u66f8\u304d\u624b\u306e\u610f\u56f3\u3068\u9055\u3048\u3070\u3001\u904b\u8cc3\u304c3\u500d\u304b3\u5206\u306e1\u306b\u306a\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`output_config.format` \u306b `json_schema` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u5236\u7d04\u4ed8\u304d\u306e\u30c7\u30b3\u30fc\u30c9\u3067\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`enum` \u3068 `required` \u3092\u4f7f\u3048\u3001**\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e `additionalProperties` \u306f `false` \u306b\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"shipper_no\": \"\",\n  \"shipper_name\": \"\",\n  \"consignments\": [\n    {\n      \"consignee_name\": \"\",\n      \"consignee_address\": \"\",\n      \"consignee_phone\": \"\",\n      \"pieces\": \"\",\n      \"weight_value\": \"\",\n      \"weight_unit\": \"\",\n      \"item\": \"\",\n      \"payment\": \"prepaid | collect | unclear\",\n      \"delivery_note\": \"\"\n    }\n  ],\n  \"evidence\": [{ \"field\": \"\", \"text\": \"\" }]\n}\n```\n\n**\u91d1\u984d\u306e\u6b04\u306f\u3001\u3053\u306eJSON\u306b\u3042\u308a\u307e\u305b\u3093\u3002** \u904b\u8cc3\u306f Python \u304c\u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u8a08\u7b97\u3057\u3001**\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u91cd\u91cf\u306e\u533a\u5206\u30fb\u5730\u57df\u306e\u533a\u5206\u30fb\u6599\u91d1\u8868\u306e\u7248\u3092\u3001\u8a08\u7b97\u8868\u306e\u540c\u3058\u884c\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n| \u72b6\u614b | \u4ed8\u3051\u308b\u6761\u4ef6\uff08Python \u304c\u6c7a\u3081\u308b\uff09 |\n|:--|:--|\n| `ok` | \u753b\u8cea\u306e\u4e0d\u826f\u306a\u3057\u3001\u500b\u6570\u3068\u91cd\u91cf\u306e\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u4ee5\u4e0a\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u304c\u898f\u5247\u3067\u6c7a\u307e\u308b |\n| `ambiguous_weight` | \u500b\u6570\u304c2\u4ee5\u4e0a\u3067\u3001\u8377\u4e3b\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u304c `unknown` |\n| `low_confidence` | \u500b\u6570\u304b\u91cd\u91cf\u306e\u6b04\u306b\u3001\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u3092\u4e0b\u56de\u308b\u6587\u5b57\u304c\u3042\u308b |\n| `payment_unclear` | \u652f\u6255\u306e\u533a\u5206\u304c `unclear`\uff08\u4e21\u65b9\u306b\u5370\u3001\u307e\u305f\u306f\u3069\u3061\u3089\u306b\u3082\u7121\u3044\uff09 |\n| `rescan` | \u8584\u3055\u30fb\u307c\u3084\u3051\u30fb\u6587\u5b57\u306e\u5c0f\u3055\u3055\u306e\u4e0d\u826f\u304c\u967d\u6027\uff08\u8aad\u3080\u524d\u306b\u5206\u3051\u305f\u3082\u306e\uff09 |\n\n**`payment_unclear` \u3092\u72ec\u7acb\u3055\u305b\u305f\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u305f\u3081\u3067\u3059\u3002** \u7740\u6255\u3044\u3092\u8377\u4e3b\u306b\u8acb\u6c42\u3059\u308b\u8aa4\u308a\u306f\u3001\u652f\u6255\u306e\u533a\u5206\u306e\u898b\u843d\u3068\u3057\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u533a\u5206\u304c\u6c7a\u307e\u3089\u306a\u3044\u63a7\u3048\u306f\u3001\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u5165\u308c\u308b\u524d\u306b\u5fc5\u305a\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u5148 | Python \u306e\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u6bce\u65e519\u6642\uff09 | \u305d\u306e\u65e5\u306e\u675f\u3092\u62fe\u3044\u30011\u679a\u305a\u3064\u306b\u5206\u3051\u308b |\n| Document AI | API\u547c\u3073\u51fa\u3057 | \u5168\u6587\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u30fb\u753b\u8cea\u306e\u8a55\u4fa1\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9001\u308a\u72b6\u306e\u9805\u76ee\u306b\u5206\u3051\u308b |\n| \u8377\u4e3b\u306e\u4e00\u89a7\u30fb\u6599\u91d1\u8868\u30fb\u5730\u57df\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u91cd\u91cf\u306e\u89e3\u91c8\u3001\u5730\u57df\u306e\u533a\u5206\u3001\u904b\u8cc3\u306e\u8a08\u7b97 |\n| \u904b\u8cc3\u306e\u8a08\u7b97\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | `ok` \u306e\u884c\u3092\u3001\u904b\u8cc3\u3068\u8a08\u7b97\u306e\u6839\u62e0\u3064\u304d\u3067\u5165\u308c\u308b |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u72b6\u614b\u3001\u63a7\u3048\u306e\u753b\u50cf\u3078\u306e\u30ea\u30f3\u30af\u3001\u5019\u88dc\u306e\u5024 |\n| \u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8 | \u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\uff08CSV\uff09\u306e\u53d6\u308a\u8fbc\u307f | \u5143\u6255\u3044\u306e\u5206\u3060\u3051\u3001\u8377\u4e3b\u3054\u3068\u306b |\n\n**\u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8\u306b\u306f\u3001\u4e8b\u52d9\u54e1\u304c\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u51fa\u3059\u306e\u306f\u8acb\u6c42\u30c7\u30fc\u30bf\u306e\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3067\u3001**\u53d6\u308a\u8fbc\u3080\u524d\u306b\u8377\u4e3b\u3054\u3068\u306e\u5408\u8a08\u3092\u524d\u6708\u3068\u4e26\u3079\u3066\u898b\u308b**\u624b\u9806\u3092\u7f6e\u304d\u307e\u3059\u3002\u524d\u6708\u304b\u3089\u5927\u304d\u304f\u5897\u3048\u305f\u8377\u4e3b\u306f\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u306e\u8aa4\u308a\u3092\u5148\u306b\u7591\u3044\u307e\u3059\u3002\n\n**\u7740\u6255\u3044\u306e\u5206\u306f\u3001\u5225\u306e\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\u3002** \u5c4a\u3051\u5148\u304b\u3089\u96c6\u91d1\u3059\u308b\u5206\u3068\u3057\u3066\u3001**\u914d\u9054\u306e\u62c5\u5f53\u306b\u6e21\u3059\u4e00\u89a7\u306b\u3057\u3001\u8377\u4e3b\u3078\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3002**","human_review":"**\u4e8b\u52d9\u54e1\u304c\u898b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u305f\u63a7\u3048\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u884c\u306f\u8a08\u7b97\u8868\u3067\u4ef6\u6570\u3092\u6d41\u3057\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e30.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`rescan` \u3092\u5148\u306b\u51e6\u7406\u3059\u308b** \u2026 \u6fc3\u3055\u3092\u4e0a\u3052\u3066\u53d6\u308a\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u8377\u4e3b\u304b\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u78ba\u304b\u3081\u307e\u3059\n2. **`payment_unclear` \u3092\u78ba\u304b\u3081\u308b** \u2026 **\u5143\u6255\u3044\u304b\u7740\u6255\u3044\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044\u307e\u307e\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u5165\u308c\u307e\u305b\u3093**\n3. **`ambiguous_weight` \u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b** \u2026 \u8377\u4e3b\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3092\u3001**\u8377\u4e3b\u306e\u4e00\u89a7\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059**\n4. **`low_confidence` \u306e\u6570\u5b57\u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b**\n\n**3\u756a\u76ee\u306e\u66f8\u304d\u8db3\u3057\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u307e\u3059\u3002** 1\u3064\u306e\u8377\u4e3b\u306b\u3064\u3044\u3066\u898f\u5247\u304c\u6c7a\u307e\u308c\u3070\u3001\u305d\u306e\u8377\u4e3b\u306e\u63a7\u3048\u306f\u6b21\u306e\u65e5\u304b\u3089 `ok` \u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u6708\u306b\u591a\u304f\u51fa\u308b `ambiguous_weight` \u306f\u3001\u898f\u5247\u3092\u57cb\u3081\u308b\u305f\u3081\u306e\u6750\u6599\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u30011,800\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u308b\u306e\u304c1\u5272\u53f0\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u898f\u5247\u306e\u672a\u8a18\u5165\u306e\u8377\u4e3b\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u6fc3\u3055\u3092\u7591\u3044\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u308a\u304c\u8584\u3044\u63a7\u3048 | `rescan`\u3002**\u8aad\u3080\u524d\u306b\u5206\u3051\u3001\u6fc3\u3055\u3092\u4e0a\u3052\u3066\u53d6\u308a\u76f4\u3059** |\n| \u91cd\u91cf\u306b\u5358\u4f4d\u304c\u7121\u3044 | \u8377\u4e3b\u306e\u898f\u5247\u3067\u5358\u4f4d\u3092\u6c7a\u3081\u308b\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous_weight` |\n| \u5bb9\u7a4d\uff08\u624d\u6570\u306a\u3069\uff09\u3067\u66f8\u304b\u308c\u3066\u3044\u308b | \u6599\u91d1\u8868\u306e\u9069\u7528\u306e\u65b9\u6cd5\u306b\u6cbf\u3063\u3066 Python \u304c\u6271\u3046\u3002**\u6c7a\u307e\u308a\u304c\u7121\u3051\u308c\u3070\u4eba\u3078** |\n| \u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304c\u5730\u57df\u306e\u8868\u306b\u7121\u3044 | \u5730\u57df\u306e\u533a\u5206\u3092\u7a7a\u306b\u3057\u3066\u78ba\u8a8d\u306e\u4e00\u89a7\u3078 |\n| 1\u679a\u306b\u8907\u6570\u306e\u5c4a\u3051\u5148 | \u5c4a\u3051\u5148\u3054\u3068\u306b\u884c\u3092\u5206\u3051\u3001\u904b\u8cc3\u3082\u305d\u308c\u305e\u308c\u8a08\u7b97\u3059\u308b |\n| \u8377\u4e3b\u756a\u53f7\u304c\u5237\u3089\u308c\u3066\u3044\u306a\u3044\u69d8\u5f0f | \u8377\u4e3b\u540d\u3067\u7167\u5408\u3057\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u78ba\u8a8d\u306e\u4e00\u89a7\u3078 |\n| \u5f85\u6a5f\u3084\u7a4d\u8fbc\u307f\u306a\u3069\u904b\u9001\u4ee5\u5916\u306e\u4f5c\u696d\u306e\u8a18\u8f09 | \u904b\u8cc3\u3068\u306f\u5225\u306e\u6599\u91d1\u306e\u5019\u88dc\u3068\u3057\u3066\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u305d\u306e\u65e5\u306e\u675f\u3092\u672a\u51e6\u7406\u306b\u6b8b\u3057\u3001\u7fcc\u65e5\u306e\u5b9f\u884c\u3067\u62fe\u3046 |\n\n**7\u884c\u76ee\u306f\u3001\u904b\u8cc3\u306b\u6df7\u305c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 2024\u5e74\u306e\u6539\u6b63\u3067\u3001\u904b\u9001\u4ee5\u5916\u306e\u696d\u52d9\u306e\u5bfe\u4fa1\u306f\u904b\u8cc3\u3068\u5206\u3051\u3066\u6271\u3046\u5f62\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002**\u63a7\u3048\u306e\u4f59\u767d\u306e\u300c\u8377\u5f85\u30611\u6642\u9593\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u8fbc\u307f\u306f\u3001\u6599\u91d1\u306e\u5217\u306e\u5019\u88dc\u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u63a7\u3048\u306e\u753b\u50cf\u3068\u3001\u65e5\u4ed8\u30fb\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u30fb\u30da\u30fc\u30b8\u756a\u53f7\n- Document AI \u304c\u8fd4\u3057\u305f `Document` \u306eJSON\u306e\u5168\u6587\uff08\u753b\u8cea\u306e\u8a55\u4fa1\u3092\u542b\u3080\uff09\n- Claude API \u306b\u6e21\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u8a08\u7b97\u8868\u306e\u884c\u3054\u3068\u306e\u3001\u904b\u8cc3\u306e\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u91cd\u91cf\u306e\u533a\u5206\u30fb\u5730\u57df\u306e\u533a\u5206\u30fb**\u6599\u91d1\u8868\u306e\u7248**\n- \u4e8b\u52d9\u54e1\u304c\u76f4\u3057\u305f\u5024\u3068\u3001\u76f4\u3057\u305f\u7406\u7531\uff08\u91cd\u91cf\u306e\u89e3\u91c8\u3001\u8aad\u307f\u9055\u3044\u3001\u652f\u6255\u306e\u533a\u5206\uff09\n- \u8377\u4e3b\u306e\u4e00\u89a7\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u3092\u66f8\u304d\u8db3\u3057\u305f\u65e5\u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u78ba\u8a8d\n\n- `rescan` \u306b\u56de\u3057\u305f\u63a7\u3048\u306e\u5272\u5408\uff08\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u30fb\u8377\u4e3b\u3054\u3068\uff09\n\n**4\u3064\u76ee\u3067\u6599\u91d1\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6599\u91d1\u8868\u304c\u5951\u7d04\u306e\u66f4\u65b0\u3067\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u6708\u306e\u9014\u4e2d\u3067\u904b\u8cc3\u304c\u6539\u5b9a\u3055\u308c\u305f\u8377\u4e3b\u306b\u3064\u3044\u3066\u3001**\u3069\u306e\u63a7\u3048\u306b\u3069\u3061\u3089\u306e\u8868\u3092\u5f53\u3066\u305f\u304b\u3092\u5f8c\u304b\u3089\u793a\u305b\u306a\u3044\u3068\u3001\u8acb\u6c42\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u8907\u5199\u306e\u7d19\u3068\u66f8\u304d\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u8377\u4e3b\u306e\u63a7\u3048\u3060\u3051\u304c\u8584\u3044\u306a\u3089\u3001\u7b46\u5727\u306e\u5f31\u3044\u7b46\u8a18\u5177\u304b\u8907\u5199\u306e\u679a\u6570\u306e\u591a\u3044\u69d8\u5f0f\u304c\u7406\u7531\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8377\u4e3b\u306b\u69d8\u5f0f\u306e\u5909\u66f4\u3092\u304a\u9858\u3044\u3059\u308b\u3068\u304d\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":1800,"assumption_workdays":20,"volume_month":1800,"before_minutes_per_case":4,"after_minutes_per_case":1,"hourly_cost":2500,"before_hours_month":120,"after_hours_month":30,"saved_hours_month":90,"reduction_rate":75,"saved_hours_year":1080,"annual_cost_effect":2700000,"summary":"\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u308b\u624b\u66f8\u304d\u306e\u9001\u308a\u72b6\u306e\u63a7\u3048\u3092\u8aad\u307f\u53d6\u308a\u3001\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u3092\u904b\u8cc3\u306e\u8a08\u7b97\u8868\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u8377\u4e3b\u3054\u3068\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\u3057\u3001\u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u307e\u3067\u3064\u306a\u3052\u307e\u3059\u3002","before_flow":"1. \u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u96c6\u8377\u306e\u3068\u304d\u306b\u9001\u308a\u72b6\u306e\u4f1a\u793e\u306e\u63a7\u3048\u3092\u53d7\u3051\u53d6\u308a\u3001\u5915\u65b9\u306b\u4e8b\u52d9\u6240\u3078\u6301\u3061\u5e30\u308b\n2. \u4e8b\u52d9\u54e1\u304c\u63a7\u3048\u3092\u8377\u4e3b\u3054\u3068\u306b\u5206\u3051\u308b\n3. 1\u679a\u305a\u3064\u3001\u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304b\u3089\u5730\u57df\u306e\u533a\u5206\u3092\u6c7a\u3081\u3001\u500b\u6570\u3068\u91cd\u91cf\u3092\u8aad\u3080\n4. \u8a08\u7b97\u8868\u306b\u8377\u4e3b\u30fb\u5c4a\u3051\u5148\u30fb\u5730\u57df\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u30fb\u652f\u6255\u306e\u533a\u5206\u3092\u6253\u3061\u8fbc\u3080\n5. \u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3092\u5f15\u304d\u3001\u904b\u8cc3\u3092\u5165\u308c\u308b\n6. \u5b57\u304c\u8aad\u3081\u306a\u3044\u63a7\u3048\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u304b\u8377\u4e3b\u306b\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b\n7. \u6708\u672b\u306b\u8377\u4e3b\u3054\u3068\u306b\u96c6\u8a08\u3057\u3001\u7740\u6255\u3044\u3092\u5916\u3057\u3066\u8acb\u6c42\u66f8\u3092\u4f5c\u308b\n\n**\uff08a\uff09\u6253\u3061\u8fbc\u307f\u304c\u5915\u65b9\u4ee5\u964d\u306b\u305a\u308c\u8fbc\u3080\u3002** \u63a7\u3048\u304c\u623b\u308b\u306e\u306f\u5915\u65b9\u3067\u30011\u65e590\u679a\u524d\u5f8c\u3092\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u6253\u3061\u8fbc\u3080\u3068\u3001**\u4e8b\u52d9\u54e1\u306e\u6b8b\u696d\u304c\u305d\u306e\u307e\u307e\u6bce\u65e5\u306e\u696d\u52d9\u306b\u306a\u308a\u307e\u3059\u3002** \u7fcc\u65e5\u306b\u56de\u3059\u3068\u3001\u6708\u672b\u306e\u7de0\u3081\u306b\u675f\u304c\u6b8b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u3067\u904b\u8cc3\u304c\u5909\u308f\u308b\u3002** \u500b\u6570\u3068\u91cd\u91cf\u306e\u95a2\u4fc2\u304c\u66f8\u304d\u624b\u306b\u3088\u3063\u3066\u9055\u3044\u3001**\u4e8b\u52d9\u54e1\u304c\u300c\u3053\u306e\u8377\u4e3b\u306f\u3044\u3064\u3082\u5408\u8a08\u3067\u66f8\u304f\u300d\u3068\u899a\u3048\u3066\u3044\u308b\u3053\u3068\u3067\u56de\u3063\u3066\u3044\u307e\u3059\u3002** \u899a\u3048\u3066\u3044\u308b\u4eba\u304c\u4f11\u3080\u3068\u3001\u904b\u8cc3\u304c\u3076\u308c\u307e\u3059\u3002\n\n**\uff08c\uff09\u7740\u6255\u3044\u304c\u8acb\u6c42\u306b\u6df7\u3056\u308b\u3002** \u652f\u6255\u306e\u533a\u5206\u306e\u6b04\u306f\u5c0f\u3055\u306a\u4e38\u5370\u3067\u3001\u5199\u308a\u304c\u8584\u3044\u3068\u898b\u843d\u3068\u3057\u307e\u3059\u3002**\u7740\u6255\u3044\u306e\u5206\u3092\u8377\u4e3b\u306b\u8acb\u6c42\u3057\u3066\u3057\u307e\u3044\u3001\u6708\u521d\u306b\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u8aad\u3081\u306a\u3044\u63a7\u3048\u306e\u78ba\u8a8d\u304c\u5f8c\u56de\u3057\u306b\u306a\u308b\u3002** \u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b\u63a7\u3048\u306f\u675f\u306e\u7aef\u306b\u5bc4\u305b\u3089\u308c\u3001**\u6708\u672b\u306b\u4f55\u5341\u679a\u3082\u307e\u3068\u3081\u3066\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","before_flow_steps":["\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u96c6\u8377\u306e\u3068\u304d\u306b\u9001\u308a\u72b6\u306e\u4f1a\u793e\u306e\u63a7\u3048\u3092\u53d7\u3051\u53d6\u308a\u3001\u5915\u65b9\u306b\u4e8b\u52d9\u6240\u3078\u6301\u3061\u5e30\u308b","\u4e8b\u52d9\u54e1\u304c\u63a7\u3048\u3092\u8377\u4e3b\u3054\u3068\u306b\u5206\u3051\u308b","1\u679a\u305a\u3064\u3001\u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304b\u3089\u5730\u57df\u306e\u533a\u5206\u3092\u6c7a\u3081\u3001\u500b\u6570\u3068\u91cd\u91cf\u3092\u8aad\u3080","\u8a08\u7b97\u8868\u306b\u8377\u4e3b\u30fb\u5c4a\u3051\u5148\u30fb\u5730\u57df\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u30fb\u652f\u6255\u306e\u533a\u5206\u3092\u6253\u3061\u8fbc\u3080","\u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3092\u5f15\u304d\u3001\u904b\u8cc3\u3092\u5165\u308c\u308b","\u5b57\u304c\u8aad\u3081\u306a\u3044\u63a7\u3048\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u304b\u8377\u4e3b\u306b\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b","\u6708\u672b\u306b\u8377\u4e3b\u3054\u3068\u306b\u96c6\u8a08\u3057\u3001\u7740\u6255\u3044\u3092\u5916\u3057\u3066\u8acb\u6c42\u66f8\u3092\u4f5c\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u4e8b\u52d9\u54e1\u304c\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u306e\u63a7\u3048\u306e\u675f\u3092\u3001\u8907\u5408\u6a5f\u3067\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u6bce\u65e519\u6642\u306b Python \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u52d5\u304d\u3001\u305d\u306e\u65e5\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u679a\u305a\u3064\u306b\u5206\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** Document AI \u306e Enterprise Document OCR \u304c\u3001\u5168\u6587\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u3068**\u753b\u8cea\u306e\u8a55\u4fa1**\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u753b\u8cea\u306e\u8a55\u4fa1\u3067\u8584\u3044\u30fb\u304b\u3059\u308c\u305f\u63a7\u3048\u3092 `rescan` \u306b\u5206\u3051\u3001\u6b8b\u308a\u3092\u6b21\u3078\u56de\u3059\n5. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u8377\u4e3b\u30fb\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u30fb\u652f\u6255\u306e\u533a\u5206\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5206\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304b\u3089\u5730\u57df\u306e\u533a\u5206\u3092\u6c7a\u3081\u3001\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u3092\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3067\u89e3\u91c8\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\u3057\u3001`ok` \uff0f `ambiguous_weight` \uff0f `low_confidence` \uff0f `rescan` \u3092\u4ed8\u3051\u308b\n8. **\u3010\u81ea\u52d5\u3011** `ok` \u306f\u8a08\u7b97\u8868\u306b\u5165\u308c\u3001\u305d\u308c\u4ee5\u5916\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059\n9. **\u3010\u4eba\u3011** \u4e8b\u52d9\u54e1\u304c\u78ba\u8a8d\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u3001\u63a7\u3048\u3068\u898b\u6bd4\u3079\u3066\u76f4\u3059\n10. **\u3010\u81ea\u52d5\u3011** \u6708\u672b\u306b\u8377\u4e3b\u3054\u3068\u306b\u96c6\u8a08\u3057\u3001\u5143\u6255\u3044\u3060\u3051\u3092\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u51fa\u3059\n11. **\u3010\u4eba\u3011** \u8acb\u6c42\u30c7\u30fc\u30bf\u3092\u78ba\u304b\u3081\u3066\u3001\u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080\n\n**4\u756a\u76ee\u3067\u8aad\u3080\u524d\u306b\u5f3e\u3044\u3066\u3044\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5199\u308a\u306e\u8584\u3044\u63a7\u3048\u3092\u8aad\u307e\u305b\u308b\u3068\u3001\u305d\u308c\u3089\u3057\u3044\u6570\u5b57\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002**\u4fe1\u983c\u5ea6\u3067\u5f8c\u304b\u3089\u5f3e\u304f\u3088\u308a\u3001\u753b\u8cea\u306e\u8a55\u4fa1\u3067\u5148\u306b\u5206\u3051\u308b\u307b\u3046\u304c\u3001\u9593\u9055\u3063\u305f\u904b\u8cc3\u304c\u8a08\u7b97\u8868\u306b\u5165\u308b\u7d4c\u8def\u3092\u9589\u3058\u3089\u308c\u307e\u3059\u3002**\n\n**7\u756a\u76ee\u3067\u904b\u8cc3\u3092\u30b3\u30fc\u30c9\u3067\u8a08\u7b97\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** AI\u306e\u51fa\u529b\u306b\u91d1\u984d\u306e\u6b04\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u904b\u8cc3\u304c\u5951\u7d04\u306e\u8868\u304b\u3089\u4e00\u610f\u306b\u6c7a\u307e\u308b\u3053\u3068\u3092\u3001\u4ed5\u7d44\u307f\u306e\u5074\u3067\u4fdd\u8a3c\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u4e8b\u52d9\u54e1\u304c\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u306e\u63a7\u3048\u306e\u675f\u3092\u3001\u8907\u5408\u6a5f\u3067\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u6bce\u65e519\u6642\u306b Python \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u52d5\u304d\u3001\u305d\u306e\u65e5\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u679a\u305a\u3064\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Document AI \u306e Enterprise Document OCR \u304c\u3001\u5168\u6587\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u3068**\u753b\u8cea\u306e\u8a55\u4fa1**\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u753b\u8cea\u306e\u8a55\u4fa1\u3067\u8584\u3044\u30fb\u304b\u3059\u308c\u305f\u63a7\u3048\u3092 `rescan` \u306b\u5206\u3051\u3001\u6b8b\u308a\u3092\u6b21\u3078\u56de\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u8377\u4e3b\u30fb\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u30fb\u652f\u6255\u306e\u533a\u5206\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304b\u3089\u5730\u57df\u306e\u533a\u5206\u3092\u6c7a\u3081\u3001\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u3092\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3067\u89e3\u91c8\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\u3057\u3001`ok` \uff0f `ambiguous_weight` \uff0f `low_confidence` \uff0f `rescan` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** `ok` \u306f\u8a08\u7b97\u8868\u306b\u5165\u308c\u3001\u305d\u308c\u4ee5\u5916\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u4e8b\u52d9\u54e1\u304c\u78ba\u8a8d\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u3066\u3001\u63a7\u3048\u3068\u898b\u6bd4\u3079\u3066\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u6708\u672b\u306b\u8377\u4e3b\u3054\u3068\u306b\u96c6\u8a08\u3057\u3001\u5143\u6255\u3044\u3060\u3051\u3092\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u8acb\u6c42\u30c7\u30fc\u30bf\u3092\u78ba\u304b\u3081\u3066\u3001\u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8\u306b\u53d6\u308a\u8fbc\u3080"],"architecture":"```\n\u9001\u308a\u72b6\u306e\u63a7\u3048\uff08\u624b\u66f8\u304d\u30fb\u8907\u5199\u5f0f\uff09\n   \u2502  \u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u308a\u3001\u4e8b\u52d9\u54e1\u304c\u675f\u3054\u3068\u306b\u30b9\u30ad\u30e3\u30f3\uff08300dpi\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Python \u306e\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u6bce\u65e519\u6642\uff09\nPython \u2500\u2500 1\u679a\u305a\u3064\u306b\u5206\u3051\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u65e5\u4ed8\u3092\u4ed8\u3051\u308b\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u5168\u6587\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u30fb\u753b\u8cea\u306e\u8a55\u4fa1\uff08\u8584\u3044\uff0f\u304b\u3059\u308c \u307b\u304b\uff09\u3092\u8fd4\u3059\n   \u25bc\nPython \u2500\u2500 \u753b\u8cea\u306e\u8a55\u4fa1\u3067 rescan \u3092\u5206\u3051\u308b\n   \u25bc\nClaude API \u2500\u2500 \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u9805\u76ee\u3078\u5206\u3051\u308b\n   \u2502   \u8377\u4e3b\uff0f\u5c4a\u3051\u5148\u306e\u540d\u79f0\u3068\u4f4f\u6240\uff0f\u500b\u6570\uff0f\u91cd\u91cf\uff0f\u54c1\u540d\uff0f\u652f\u6255\u306e\u533a\u5206\uff0f\u914d\u9054\u306e\u6307\u5b9a\n   \u25bc\nPython \u2500\u2500 \u5730\u57df\u306e\u533a\u5206\u3001\u91cd\u91cf\u306e\u89e3\u91c8\uff08\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\uff09\u3001\u904b\u8cc3\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\n   \u2502   ok\uff0fambiguous_weight\uff0flow_confidence\uff0frescan\n   \u251c\u2500\u2500\u25b6 \u904b\u8cc3\u306e\u8a08\u7b97\u8868\n   \u2514\u2500\u2500\u25b6 \u78ba\u8a8d\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u4e8b\u52d9\u54e1\u304c\u78ba\u8a8d\u306e\u4e00\u89a7\u3060\u3051\u3092\u76f4\u3059\u3011\u2192 \u6708\u672b\u306b\u5143\u6255\u3044\u3060\u3051\u3092\u8acb\u6c42\u30c7\u30fc\u30bf\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Enterprise Document OCR\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | Claude API\uff08\u63a7\u3048\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\uff09 | Gemini API\u3001OpenAI API |\n| \u96c6\u8a08 | Python\uff08\u5730\u57df\u306e\u533a\u5206\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u3001\u904b\u8cc3\u306e\u8a08\u7b97\u3001\u8377\u4e3b\u3054\u3068\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\uff09 | Google Apps Script |\n| \u9023\u643a | Python\uff08\u30d5\u30a1\u30a4\u30eb\u306e\u5206\u5272\u3001\u753b\u8cea\u3067\u306e\u632f\u308a\u5206\u3051\u3001\u8a08\u7b97\u8868\u3068\u4e00\u89a7\u306e\u66f8\u304d\u51fa\u3057\uff09 | Google Apps Script |\n| \u4fdd\u7ba1 | \u4e8b\u52d9\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\uff08\u65e5\u4ed8\u30fb\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\uff09 | \u30af\u30e9\u30a6\u30c9\u306e\u30b9\u30c8\u30ec\u30fc\u30b8 |\n\n**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u8377\u4e3b\u3054\u3068\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u3067\u3059\u3002** \u300c\u3053\u306e\u8377\u4e3b\u306f\u91cd\u91cf\u306e\u6b04\u306b\u5408\u8a08\u3092\u66f8\u304f\u300d\u300c\u3053\u306e\u8377\u4e3b\u306f1\u500b\u3042\u305f\u308a\u3092\u66f8\u304f\u300d\u3092\u8868\u306b\u3057\u3001**\u5206\u304b\u3089\u306a\u3044\u8377\u4e3b\u306f `unknown` \u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002** \u4e8b\u52d9\u54e1\u306e\u982d\u306e\u4e2d\u306b\u3042\u3063\u305f\u899a\u3048\u3092\u3001\u8868\u306b\u79fb\u3059\u4f5c\u696d\u3067\u3059\u3002\n\n**\u904b\u8cc3\u306e\u6c7a\u307e\u308a\u65b9\u306f\u3001\u6a19\u6e96\u904b\u9001\u7d04\u6b3e\u306b\u6cbf\u3063\u3066\u3044\u307e\u3059\u3002** 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\u4ee4\u548c6\u5e746\u67081\u65e5\u65bd\u884c\u306e\u6539\u6b63\u3067\u306f\u3001\u7a4d\u8fbc\u307f\u30fb\u53d6\u5378\u3057\u306a\u3069\u306e\u904b\u9001\u4ee5\u5916\u306e\u696d\u52d9\u3092\u5206\u3051\u3066\u898f\u5b9a\u3057\u3001**\u904b\u8cc3\u30fb\u6599\u91d1\u3001\u9644\u5e2f\u696d\u52d9\u7b49\u3092\u8a18\u8f09\u3057\u305f\u66f8\u9762\u3092\u76f8\u4e92\u306b\u4ea4\u4ed8\u3059\u308b**\u65e8\u304c\u5b9a\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u8a08\u7b97\u8868\u3067\u3082\u3001**\u904b\u8cc3\u3068\u3001\u5f85\u6a5f\u6642\u9593\u6599\u3084\u9644\u5e2f\u696d\u52d9\u6599\u306e\u3088\u3046\u306a\u6599\u91d1\u3092\u5225\u306e\u5217\u3067\u6301\u3061\u307e\u3059\u3002**\n\n**\u571f\u53f0\u306f Document AI \u306e Enterprise Document OCR \u3067\u3059\u3002** \u516c\u5f0f\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u4e00\u89a7\u3067\u306f\u3001**\u624b\u66f8\u304d\u3092\u542b\u3080\u30c6\u30ad\u30b9\u30c8\u3092200\u3092\u8d85\u3048\u308b\u8a00\u8a9e\u306e\u66f8\u985e\u304b\u3089\u53d6\u308a\u51fa\u3059**\u3068\u3055\u308c\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306e\u4e00\u89a7\u306b\u306f\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c**\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u3042\u308a\u3068\u3057\u3066**\u8f09\u3063\u3066\u3044\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001**\u5185\u5bb9\u306e\u8aad\u307f\u3084\u3059\u3055\u306b\u57fa\u3065\u3044\u3066\u66f8\u985e\u306e\u753b\u8cea\u3092\u8a55\u4fa1\u3059\u308b**\u3068\u3055\u308c\u3001\u3053\u306e\u6a5f\u80fd\u3092\u632f\u308a\u5206\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u65e519\u6642\u306b\u3001\u305d\u306e\u65e5\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u63a7\u3048\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u3059\u3002** \u63a7\u3048\u306f\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u5915\u65b9\u306b\u6301\u3061\u5e30\u308b\u306e\u3067\u30011\u679a\u305a\u3064\u52d5\u304b\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u7fcc\u671d\u306b\u306f\u3001\u524d\u65e5\u306e\u5206\u306e\u8a08\u7b97\u8868\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u304c\u305d\u308d\u3063\u3066\u3044\u308b**\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u306e\u675f\u30921\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u307e\u3059\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u3092\u300c\u65e5\u4ed8_\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u300d\u306b\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u30da\u30fc\u30b8\u3054\u3068\u306b\u5206\u3051\u3066\u3001**1\u679a\u306e\u63a7\u3048\u306b\u65e5\u4ed8\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u4ed8\u3051\u307e\u3059\u3002** \u96c6\u8377\u306e\u65e5\u4ed8\u306f\u63a7\u3048\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u3063\u305f\u65e5\u3092\u96c6\u8377\u65e5\u3068\u307f\u306a\u3057\u307e\u3059\u3002\n\n**\u540c\u671f\u306e\u51e6\u7406\u306e\u30da\u30fc\u30b8\u6570\u306b\u5408\u308f\u305b\u3066\u5206\u3051\u307e\u3059\u3002** Enterprise Document OCR \u306e\u540c\u671f\u306e\u51e6\u7406\u306f15\u30da\u30fc\u30b8\u307e\u3067\u306a\u306e\u3067\u3001**\u5206\u3051\u305f1\u679a\u305a\u3064\u3092\u6e21\u3057\u3001\u675f\u306e\u307e\u307e\u6e21\u3057\u307e\u305b\u3093\u3002** 1\u65e5\u5206\u304c\u591a\u3044\u65e5\u306f\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\uff08500\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u307e\u3068\u3081\u308b\u5f62\u3082\u9078\u3079\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9001\u308a\u72b6\u306e\u63a7\u3048 | \u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3002\u65e5\u4ed8\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7 | \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u5148 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30d6\u30ed\u30c3\u30af\u30fb\u884c\u30fb\u8a9e\u306e\u4f4d\u7f6e\u3001**\u4fe1\u983c\u5ea6**\u3001**\u753b\u8cea\u306e\u8a55\u4fa1\u3068\u4e0d\u826f\u306e\u7a2e\u985e** | Document AI\uff08Enterprise Document OCR\uff09 |\n| \u8377\u4e3b\u306e\u4e00\u89a7 | \u8377\u4e3b\u30b3\u30fc\u30c9\u3001\u540d\u79f0\u3001\u9001\u308a\u72b6\u306b\u5370\u5b57\u3055\u308c\u305f\u8377\u4e3b\u756a\u53f7\u3001**\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247** | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u904b\u8cc3\u6599\u91d1\u8868 | \u8377\u4e3b\u3054\u3068\u306e\u91cd\u91cf\u306e\u533a\u5206\u00d7\u5730\u57df\u306e\u533a\u5206\u306e\u904b\u8cc3\u3001\u9069\u7528\u306e\u65b9\u6cd5 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5730\u57df\u306e\u533a\u5206\u306e\u8868 | \u90fd\u9053\u5e9c\u770c\u30fb\u5e02\u533a\u753a\u6751\u3068\u5730\u57df\u306e\u533a\u5206\u306e\u5bfe\u5fdc | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u71c3\u6599\u30b5\u30fc\u30c1\u30e3\u30fc\u30b8\u306e\u8868 | \u71c3\u6599\u306e\u4fa1\u683c\u5e2f\u3054\u3068\u306e\u52a0\u7b97\u306e\u6c7a\u307e\u308a | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8377\u4e3b\u306e\u4e00\u89a7\u306e\u300c\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u300d\u306e\u5217\u3067\u3059\u3002** \u3053\u306e\u5217\u304c\u7a7a\u306a\u3089\u3001\u500b\u6570\u304c2\u4ee5\u4e0a\u306e\u63a7\u3048\u306f\u3059\u3079\u3066 `ambiguous_weight` \u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u6708\u306f\u591a\u304f\u51fa\u308b\u524d\u63d0\u3067\u3001\u78ba\u8a8d\u306e\u305f\u3073\u306b\u898f\u5247\u3092\u57cb\u3081\u3066\u3044\u304d\u307e\u3059\u3002**\n\n**\u8377\u4e3b\u306f\u3001\u9001\u308a\u72b6\u306b\u5370\u5b57\u3055\u308c\u305f\u8377\u4e3b\u756a\u53f7\u3067\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002** \u81ea\u793e\u306e\u69d8\u5f0f\u306b\u8377\u4e3b\u756a\u53f7\u3092\u5237\u3063\u3066\u304a\u3051\u3070\u3001**\u624b\u66f8\u304d\u306e\u8377\u4e3b\u540d\u3092\u8aad\u3080\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u756a\u53f7\u304c\u5237\u3089\u308c\u3066\u3044\u306a\u3044\u767d\u7d19\u306e\u69d8\u5f0f\u306f\u3001\u8377\u4e3b\u540d\u3092\u8aad\u3093\u3067\u7167\u5408\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089 Document AI \u306e\u51e6\u7406\u306e API \u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\u51e6\u7406\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3001**\u753b\u8cea\u306e\u8a55\u4fa1\u3068\u8a00\u8a9e\u306e\u30d2\u30f3\u30c8\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u5fdc\u7b54\u306e\u3069\u3053\u304b\u3089\u30fb\u3069\u306e\u8a2d\u5b9a\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5168\u6587\u3068\u4f4d\u7f6e | `text`\u3001\u5404\u8981\u7d20\u306e `layout` \u306e `textAnchor` \u3068 `boundingPoly` | \u9805\u76ee\u306e\u6b04\u306e\u4f4d\u7f6e\u3068\u306e\u7167\u5408 |\n| \u4fe1\u983c\u5ea6 | \u5404\u8981\u7d20\u306e `layout` \u306e `confidence` | \u500b\u6570\u3068\u91cd\u91cf\u306e\u6570\u5b57\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n| \u753b\u8cea\u306e\u8a55\u4fa1 | `ocrConfig` \u306e `enableImageQualityScores` | \u8584\u3044\u30fb\u304b\u3059\u308c\u305f\u63a7\u3048\u306e\u632f\u308a\u5206\u3051 |\n| \u8a00\u8a9e\u306e\u30d2\u30f3\u30c8 | `ocrConfig.hints.languageHints` \u306b `ja` | \u65e5\u672c\u8a9e\u306e\u624b\u66f8\u304d\u306e\u8aad\u307f\u53d6\u308a |\n| \u624b\u66f8\u304d\u304b\u3069\u3046\u304b | `premiumFeatures.computeStyleInfo` | \u5370\u5b57\u306e\u6b04\u3068\u624b\u66f8\u304d\u306e\u5024\u306e\u898b\u5206\u3051 |\n\n**\u753b\u8cea\u306e\u8a55\u4fa1\u306f\u30018\u7a2e\u985e\u306e\u4e0d\u826f\u3067\u8fd4\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u66f8\u985e\u304c\u4e0d\u826f\u3068\u5224\u5b9a\u3055\u308c\u308b\u3068 `quality\/defect_blurry`\uff08\u307c\u3084\u3051\uff09\u3001`quality\/defect_faint`\uff08\u8584\u3044\uff09\u3001`quality\/defect_text_too_small`\uff08\u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b\uff09\u3001`quality\/defect_glare`\uff08\u53cd\u5c04\uff09\u306a\u3069**8\u7a2e\u985e\u306e\u4e0d\u826f\u306e\u7a2e\u985e**\u304c\u8fd4\u308a\u3001**0.5\u3092\u8d85\u3048\u308b\u53ef\u80fd\u6027\u304c\u967d\u6027\u306e\u691c\u51fa**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8907\u5199\u306e\u63a7\u3048\u3067\u52b9\u304f\u306e\u306f `defect_faint` \u3067\u3059\u3002\u516c\u5f0f\u306b\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306f**\u30b9\u30ad\u30e3\u30f3\u3084\u64ae\u5f71\u3057\u305f\u66f8\u985e\u306b\u5411\u304f**\u3068\u3055\u308c\u3001**\u53cd\u5c04\uff08glare\uff09\u306e\u4e0d\u826f\u306f\u5c40\u6240\u7684\u3067\u3001\u8aad\u307f\u3084\u3059\u3055\u5168\u4f53\u3092\u59a8\u3052\u306a\u3044\u3053\u3068\u3082\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067 `rescan` \u306b\u56de\u3059\u6761\u4ef6\u306f\u8584\u3055\u30fb\u307c\u3084\u3051\u30fb\u6587\u5b57\u306e\u5c0f\u3055\u3055\u306b\u7d5e\u308a\u3001**\u53cd\u5c04\u3060\u3051\u306e\u63a7\u3048\u306f\u8aad\u307e\u305b\u3066\u4fe1\u983c\u5ea6\u3067\u898b\u307e\u3059\u3002** \u753b\u8cea\u306e\u8a55\u4fa1\u306f\u3001OCR\u3068\u540c\u3058\u7a0b\u5ea6\u306e\u51e6\u7406\u6642\u9593\u304c\u4e0a\u4e57\u305b\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u591c\u9593\u306b\u307e\u3068\u3081\u3066\u52d5\u304b\u3059\u5f62\u3068\u76f8\u6027\u304c\u3088\u3044\u6a5f\u80fd\u3067\u3059\u3002\n\n**\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u306f\u3001\u5370\u5b57\u3068\u624b\u66f8\u304d\u3092\u5206\u3051\u308b\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u6587\u5b57\u306e\u66f8\u4f53\u306e\u691c\u51fa\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u8a9e\u306e\u5358\u4f4d\u3067**\u624b\u66f8\u304d\u304b\u3069\u3046\u304b**\u3092\u542b\u3080\u66f8\u4f53\u306e\u5c5e\u6027\u304c\u8fd4\u308a\u307e\u3059\u3002\u9001\u308a\u72b6\u306b\u306f\u300c\u91cd\u91cf\u300d\u300c\u500b\u6570\u300d\u306e\u6b04\u306e\u540d\u524d\u304c\u5370\u5b57\u3055\u308c\u3066\u3044\u3066\u3001**\u624b\u66f8\u304d\u306e\u8a9e\u3060\u3051\u3092\u5024\u306e\u5019\u88dc\u306b\u3059\u308c\u3070\u3001\u6b04\u306e\u540d\u524d\u3092\u5024\u3068\u3057\u3066\u62fe\u3046\u8aa4\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Document AI \u306e\u5bfe\u8c61\u306f PDF\u3001TIFF\u3001JPEG\u3001PNG \u306a\u3069\u3067\u3059\u3002**\u8907\u5408\u6a5f\u306e\u8a2d\u5b9a\u3092PDF\u306b\u56fa\u5b9a\u3057\u307e\u3059**\n2. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8907\u5199\u306e\u8584\u3044\u6587\u5b57\u3092\u62fe\u3046\u305f\u3081\u3001300dpi\u3067\u53d6\u308a\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u3078\u306e\u5206\u5272** \u2026 \u675f\u306e\u30d5\u30a1\u30a4\u30eb\u30921\u679a\u305a\u3064\u306b\u5206\u3051\u3001\u65e5\u4ed8\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u3092\u4ed8\u3051\u307e\u3059\n4. **\u753b\u8cea\u3067\u306e\u632f\u308a\u5206\u3051** \u2026 `defect_faint` \u3084 `defect_blurry` \u304c\u967d\u6027\u306e\u63a7\u3048\u306f `rescan` \u306b\u56de\u3057\u3001**\u9805\u76ee\u306b\u5206\u3051\u308b\u51e6\u7406\u306b\u6e21\u3057\u307e\u305b\u3093**\n5. **\u767d\u7d19\u30fb\u88cf\u9762\u306e\u9664\u53bb** \u2026 \u6587\u5b57\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u30da\u30fc\u30b8\u306f\u3001\u88cf\u9762\u304b\u767d\u7d19\u3068\u3057\u3066\u5916\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u8377\u4e3b\u756a\u53f7\u30fb\u5c4a\u3051\u5148\u30fb\u500b\u6570\u306e\u63a7\u3048\u304c\u540c\u3058\u65e5\u306b2\u679a\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u7591\u3044\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8584\u3044\u63a7\u3048\u3067\u3082\u3001OCR\u306f\u4f55\u304b\u3057\u3089\u306e\u6587\u5b57\u3092\u8fd4\u3057\u307e\u3059\u3002**\u300c8\u300d\u304c\u300c3\u300d\u306b\u3001\u300c15\u300d\u304c\u300c16\u300d\u306b\u8aad\u307e\u308c\u305f\u91cd\u91cf\u3067\u904b\u8cc3\u304c\u8a08\u7b97\u3055\u308c\u3066\u3082\u3001\u8a08\u7b97\u8868\u306e\u4e0a\u3067\u306f\u6b63\u3057\u3044\u5f62\u306e\u6570\u5b57\u306b\u898b\u3048\u307e\u3059\u3002** \u8aad\u3080\u524d\u306b\u5206\u3051\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u78ba\u5b9f\u306a\u5bfe\u7b56\u3067\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9001\u308a\u72b6\u306e\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5730\u57df\u306e\u533a\u5206\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u3001\u904b\u8cc3\u306e\u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5206\u3051\u308b\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8377\u4e3b\u756a\u53f7\u30fb\u8377\u4e3b\u540d | \u5370\u5b57\u306e\u756a\u53f7\u3001\u300c\u3054\u4f9d\u983c\u4e3b\u300d\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u5c4a\u3051\u5148\u306e\u540d\u79f0\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71 | \u300c\u304a\u5c4a\u3051\u5148\u300d\u306e\u6b04 | **\u4f4f\u6240\u306f\u66f8\u304b\u308c\u305f\u8868\u8a18\u306e\u307e\u307e** |\n| \u500b\u6570 | \u300c\u500b\u6570\u300d\u306e\u6b04\u306e\u6570\u5b57 | \u6570\u5b57\u3060\u3051\u3092\u5199\u3059 |\n| \u91cd\u91cf | \u300c\u91cd\u91cf\u300d\u306e\u6b04\u306e\u6570\u5b57\u3068\u5358\u4f4d | **\u5358\u4f4d\u3092\u542b\u3081\u3066\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u3002\u63db\u7b97\u3057\u306a\u3044** |\n| \u54c1\u540d | \u300c\u54c1\u540d\u300d\u306e\u6b04 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u652f\u6255\u306e\u533a\u5206 | \u300c\u5143\u6255\u300d\u300c\u7740\u6255\u300d\u306e\u5370 | \u5370\u306e\u4ed8\u3044\u305f\u307b\u3046\u3092\u5199\u3057\u3001\u4e21\u65b9\u304b\u7121\u3057\u306a\u3089 `unclear` |\n| \u914d\u9054\u306e\u6307\u5b9a | \u6307\u5b9a\u65e5\u3001\u6642\u9593\u5e2f\u3001\u300c\u5348\u524d\u7740\u300d | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u91cd\u91cf\u306e\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3053\u3068\u3092\u3001\u8868\u306b\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002** \u300c20\u30ad\u30ed\u300d\u300c20kg\u300d\u300c20\u300d\u306e\u3088\u3046\u306b\u5358\u4f4d\u304c\u7121\u3044\u3082\u306e\u3082\u3042\u308a\u3001**AI\u306f\u300ckg\u300d\u3092\u88dc\u3044\u305f\u304c\u308a\u307e\u3059\u3002** \u5358\u4f4d\u304c\u7121\u3044\u3053\u3068\u3082\u3001\u898f\u5247\u306e\u5224\u65ad\u306b\u4f7f\u3046\u60c5\u5831\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91cd\u91cf\u304c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306e\u5224\u65ad | \u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u904b\u8cc3\u30fb\u71c3\u6599\u30b5\u30fc\u30c1\u30e3\u30fc\u30b8\u306e\u8a08\u7b97 | \u5951\u7d04\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3068\u30b3\u30fc\u30c9\u3067\u8a08\u7b97\u3059\u308b |\n| \u4f4f\u6240\u304b\u3089\u306e\u5730\u57df\u306e\u533a\u5206\u306e\u5224\u65ad | \u5730\u57df\u306e\u533a\u5206\u306e\u8868\u3067\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u5b8c | \u524d\u5f8c\u306e\u63a7\u3048\u3084\u54c1\u540d\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044 |\n| \u54c1\u540d\u304b\u3089\u306e\u91cd\u91cf\u306e\u63a8\u5b9a | \u300c\u7c7310\u888b\u300d\u304b\u3089\u91cd\u91cf\u3092\u51fa\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u500b\u6570\u304c3\u3067\u91cd\u91cf\u304c60kg\u306a\u3089\u3001AI\u306f\u300c1\u500b20kg\u3001\u5408\u8a0860kg\u300d\u3068\u89aa\u5207\u306b\u4e21\u65b9\u3092\u66f8\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u304c\u66f8\u304d\u624b\u306e\u610f\u56f3\u304b\u306f\u3001\u63a7\u3048\u306e\u3069\u3053\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6570\u5b57\u3060\u3051\u3092\u8fd4\u3055\u305b\u3001\u89e3\u91c8\u306f\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u304b\u4eba\u306b\u4efb\u305b\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u904b\u9001\u4f1a\u793e\u306e\u4e8b\u52d9\u54e1\u3068\u3057\u3066\u3001\u8377\u4e3b\u304c\u624b\u66f8\u304d\u3057\u305f\u9001\u308a\u72b6\u306e\u63a7\u3048\u306e\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3001\u9805\u76ee\u306b\u5206\u3051\u3066\u66f8\u304d\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u6b21\u306e\u9805\u76ee\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u8377\u4e3b\u756a\u53f7\u3001\u8377\u4e3b\u540d\u3001\u5c4a\u3051\u5148\u306e\u540d\u79f0\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u3001\u500b\u6570\u3001\u91cd\u91cf\u3001\u54c1\u540d\u3001\n   \u652f\u6255\u306e\u533a\u5206\uff08\u5143\u6255\u3044\uff0f\u7740\u6255\u3044\uff09\u3001\u914d\u9054\u306e\u6307\u5b9a\n2. \u5370\u5b57\u3055\u308c\u305f\u6b04\u306e\u540d\u524d\uff08\u300c\u91cd\u91cf\u300d\u300c\u500b\u6570\u300d\u306a\u3069\uff09\u306f\u5024\u3068\u3057\u3066\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n   \u624b\u66f8\u304d\u306e\u8a9e\u3060\u3051\u3092\u5024\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. 1\u679a\u306b\u8907\u6570\u306e\u5c4a\u3051\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5c4a\u3051\u5148\u3054\u3068\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u6570\u5b57\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u91cf\u306f\u3001\u6570\u5b57\u3068\u5358\u4f4d\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5358\u4f4d\u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u91cf\u304c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306b\u3064\u3044\u3066\u3001\u5224\u65ad\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6240\u306f\u66f8\u304b\u308c\u305f\u8868\u8a18\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5730\u57df\u3084\u533a\u5206\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u652f\u6255\u306e\u533a\u5206\u306f\u3001\u5370\u304c\u4ed8\u3044\u3066\u3044\u308b\u307b\u3046\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e21\u65b9\u306b\u5370\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u3069\u3061\u3089\u306b\u3082\u7121\u3044\u5834\u5408\u306f unclear \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u904b\u8cc3\u3084\u6599\u91d1\u306b\u3064\u3044\u3066\u3001\u4f55\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u5168\u6587\u3068\u3001\u624b\u66f8\u304d\u306e\u8a9e\u306e\u4e00\u89a7\uff09\u3011{ocr_result}\n```\n\n**\u300c1\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u306b\u3064\u3044\u3066\u5224\u65ad\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001AI\u304c\u8a08\u7b97\u3092\u624b\u4f1d\u3046\u304b\u3089\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u91cd\u91cf\u306e\u6b04\u306b\u300c60kg\uff0820kg\u00d73\u500b\uff09\u300d\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002**\u62ec\u5f27\u306e\u4e2d\u306e\u639b\u3051\u7b97\u304c\u66f8\u304d\u624b\u306e\u610f\u56f3\u3068\u9055\u3048\u3070\u3001\u904b\u8cc3\u304c3\u500d\u304b3\u5206\u306e1\u306b\u306a\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`output_config.format` \u306b `json_schema` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u5236\u7d04\u4ed8\u304d\u306e\u30c7\u30b3\u30fc\u30c9\u3067\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`enum` \u3068 `required` \u3092\u4f7f\u3048\u3001**\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e `additionalProperties` \u306f `false` \u306b\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"shipper_no\": \"\",\n  \"shipper_name\": \"\",\n  \"consignments\": [\n    {\n      \"consignee_name\": \"\",\n      \"consignee_address\": \"\",\n      \"consignee_phone\": \"\",\n      \"pieces\": \"\",\n      \"weight_value\": \"\",\n      \"weight_unit\": \"\",\n      \"item\": \"\",\n      \"payment\": \"prepaid | collect | unclear\",\n      \"delivery_note\": \"\"\n    }\n  ],\n  \"evidence\": [{ \"field\": \"\", \"text\": \"\" }]\n}\n```\n\n**\u91d1\u984d\u306e\u6b04\u306f\u3001\u3053\u306eJSON\u306b\u3042\u308a\u307e\u305b\u3093\u3002** \u904b\u8cc3\u306f Python \u304c\u8377\u4e3b\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u8a08\u7b97\u3057\u3001**\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u91cd\u91cf\u306e\u533a\u5206\u30fb\u5730\u57df\u306e\u533a\u5206\u30fb\u6599\u91d1\u8868\u306e\u7248\u3092\u3001\u8a08\u7b97\u8868\u306e\u540c\u3058\u884c\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n| \u72b6\u614b | \u4ed8\u3051\u308b\u6761\u4ef6\uff08Python \u304c\u6c7a\u3081\u308b\uff09 |\n|:--|:--|\n| `ok` | \u753b\u8cea\u306e\u4e0d\u826f\u306a\u3057\u3001\u500b\u6570\u3068\u91cd\u91cf\u306e\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u4ee5\u4e0a\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u304c\u898f\u5247\u3067\u6c7a\u307e\u308b |\n| `ambiguous_weight` | \u500b\u6570\u304c2\u4ee5\u4e0a\u3067\u3001\u8377\u4e3b\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u304c `unknown` |\n| `low_confidence` | \u500b\u6570\u304b\u91cd\u91cf\u306e\u6b04\u306b\u3001\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u3092\u4e0b\u56de\u308b\u6587\u5b57\u304c\u3042\u308b |\n| `payment_unclear` | \u652f\u6255\u306e\u533a\u5206\u304c `unclear`\uff08\u4e21\u65b9\u306b\u5370\u3001\u307e\u305f\u306f\u3069\u3061\u3089\u306b\u3082\u7121\u3044\uff09 |\n| `rescan` | \u8584\u3055\u30fb\u307c\u3084\u3051\u30fb\u6587\u5b57\u306e\u5c0f\u3055\u3055\u306e\u4e0d\u826f\u304c\u967d\u6027\uff08\u8aad\u3080\u524d\u306b\u5206\u3051\u305f\u3082\u306e\uff09 |\n\n**`payment_unclear` \u3092\u72ec\u7acb\u3055\u305b\u305f\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u305f\u3081\u3067\u3059\u3002** \u7740\u6255\u3044\u3092\u8377\u4e3b\u306b\u8acb\u6c42\u3059\u308b\u8aa4\u308a\u306f\u3001\u652f\u6255\u306e\u533a\u5206\u306e\u898b\u843d\u3068\u3057\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u533a\u5206\u304c\u6c7a\u307e\u3089\u306a\u3044\u63a7\u3048\u306f\u3001\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u5165\u308c\u308b\u524d\u306b\u5fc5\u305a\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u5148 | Python \u306e\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u6bce\u65e519\u6642\uff09 | \u305d\u306e\u65e5\u306e\u675f\u3092\u62fe\u3044\u30011\u679a\u305a\u3064\u306b\u5206\u3051\u308b |\n| Document AI | API\u547c\u3073\u51fa\u3057 | \u5168\u6587\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u30fb\u753b\u8cea\u306e\u8a55\u4fa1\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u9001\u308a\u72b6\u306e\u9805\u76ee\u306b\u5206\u3051\u308b |\n| \u8377\u4e3b\u306e\u4e00\u89a7\u30fb\u6599\u91d1\u8868\u30fb\u5730\u57df\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u91cd\u91cf\u306e\u89e3\u91c8\u3001\u5730\u57df\u306e\u533a\u5206\u3001\u904b\u8cc3\u306e\u8a08\u7b97 |\n| \u904b\u8cc3\u306e\u8a08\u7b97\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | `ok` \u306e\u884c\u3092\u3001\u904b\u8cc3\u3068\u8a08\u7b97\u306e\u6839\u62e0\u3064\u304d\u3067\u5165\u308c\u308b |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u72b6\u614b\u3001\u63a7\u3048\u306e\u753b\u50cf\u3078\u306e\u30ea\u30f3\u30af\u3001\u5019\u88dc\u306e\u5024 |\n| \u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8 | \u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\uff08CSV\uff09\u306e\u53d6\u308a\u8fbc\u307f | \u5143\u6255\u3044\u306e\u5206\u3060\u3051\u3001\u8377\u4e3b\u3054\u3068\u306b |\n\n**\u8acb\u6c42\u66f8\u306e\u4f5c\u6210\u30bd\u30d5\u30c8\u306b\u306f\u3001\u4e8b\u52d9\u54e1\u304c\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u51fa\u3059\u306e\u306f\u8acb\u6c42\u30c7\u30fc\u30bf\u306e\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3067\u3001**\u53d6\u308a\u8fbc\u3080\u524d\u306b\u8377\u4e3b\u3054\u3068\u306e\u5408\u8a08\u3092\u524d\u6708\u3068\u4e26\u3079\u3066\u898b\u308b**\u624b\u9806\u3092\u7f6e\u304d\u307e\u3059\u3002\u524d\u6708\u304b\u3089\u5927\u304d\u304f\u5897\u3048\u305f\u8377\u4e3b\u306f\u3001\u91cd\u91cf\u306e\u89e3\u91c8\u306e\u8aa4\u308a\u3092\u5148\u306b\u7591\u3044\u307e\u3059\u3002\n\n**\u7740\u6255\u3044\u306e\u5206\u306f\u3001\u5225\u306e\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\u3002** \u5c4a\u3051\u5148\u304b\u3089\u96c6\u91d1\u3059\u308b\u5206\u3068\u3057\u3066\u3001**\u914d\u9054\u306e\u62c5\u5f53\u306b\u6e21\u3059\u4e00\u89a7\u306b\u3057\u3001\u8377\u4e3b\u3078\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4e8b\u52d9\u54e1\u304c\u898b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u305f\u63a7\u3048\u3060\u3051\u3067\u3059\u3002** `ok` \u306e\u884c\u306f\u8a08\u7b97\u8868\u3067\u4ef6\u6570\u3092\u6d41\u3057\u898b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\u5168\u4ef6\u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e30.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`rescan` \u3092\u5148\u306b\u51e6\u7406\u3059\u308b** \u2026 \u6fc3\u3055\u3092\u4e0a\u3052\u3066\u53d6\u308a\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u8377\u4e3b\u304b\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u78ba\u304b\u3081\u307e\u3059\n2. **`payment_unclear` \u3092\u78ba\u304b\u3081\u308b** \u2026 **\u5143\u6255\u3044\u304b\u7740\u6255\u3044\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044\u307e\u307e\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u5165\u308c\u307e\u305b\u3093**\n3. **`ambiguous_weight` \u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b** \u2026 \u8377\u4e3b\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3092\u3001**\u8377\u4e3b\u306e\u4e00\u89a7\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059**\n4. **`low_confidence` \u306e\u6570\u5b57\u3092\u63a7\u3048\u3068\u898b\u6bd4\u3079\u308b**\n\n**3\u756a\u76ee\u306e\u66f8\u304d\u8db3\u3057\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u307e\u3059\u3002** 1\u3064\u306e\u8377\u4e3b\u306b\u3064\u3044\u3066\u898f\u5247\u304c\u6c7a\u307e\u308c\u3070\u3001\u305d\u306e\u8377\u4e3b\u306e\u63a7\u3048\u306f\u6b21\u306e\u65e5\u304b\u3089 `ok` \u306b\u306a\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u6708\u306b\u591a\u304f\u51fa\u308b `ambiguous_weight` \u306f\u3001\u898f\u5247\u3092\u57cb\u3081\u308b\u305f\u3081\u306e\u6750\u6599\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u30011,800\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u308b\u306e\u304c1\u5272\u53f0\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u898f\u5247\u306e\u672a\u8a18\u5165\u306e\u8377\u4e3b\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u6fc3\u3055\u3092\u7591\u3044\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5199\u308a\u304c\u8584\u3044\u63a7\u3048 | `rescan`\u3002**\u8aad\u3080\u524d\u306b\u5206\u3051\u3001\u6fc3\u3055\u3092\u4e0a\u3052\u3066\u53d6\u308a\u76f4\u3059** |\n| \u91cd\u91cf\u306b\u5358\u4f4d\u304c\u7121\u3044 | \u8377\u4e3b\u306e\u898f\u5247\u3067\u5358\u4f4d\u3092\u6c7a\u3081\u308b\u3002\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous_weight` |\n| \u5bb9\u7a4d\uff08\u624d\u6570\u306a\u3069\uff09\u3067\u66f8\u304b\u308c\u3066\u3044\u308b | \u6599\u91d1\u8868\u306e\u9069\u7528\u306e\u65b9\u6cd5\u306b\u6cbf\u3063\u3066 Python \u304c\u6271\u3046\u3002**\u6c7a\u307e\u308a\u304c\u7121\u3051\u308c\u3070\u4eba\u3078** |\n| \u5c4a\u3051\u5148\u306e\u4f4f\u6240\u304c\u5730\u57df\u306e\u8868\u306b\u7121\u3044 | \u5730\u57df\u306e\u533a\u5206\u3092\u7a7a\u306b\u3057\u3066\u78ba\u8a8d\u306e\u4e00\u89a7\u3078 |\n| 1\u679a\u306b\u8907\u6570\u306e\u5c4a\u3051\u5148 | \u5c4a\u3051\u5148\u3054\u3068\u306b\u884c\u3092\u5206\u3051\u3001\u904b\u8cc3\u3082\u305d\u308c\u305e\u308c\u8a08\u7b97\u3059\u308b |\n| \u8377\u4e3b\u756a\u53f7\u304c\u5237\u3089\u308c\u3066\u3044\u306a\u3044\u69d8\u5f0f | \u8377\u4e3b\u540d\u3067\u7167\u5408\u3057\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u78ba\u8a8d\u306e\u4e00\u89a7\u3078 |\n| \u5f85\u6a5f\u3084\u7a4d\u8fbc\u307f\u306a\u3069\u904b\u9001\u4ee5\u5916\u306e\u4f5c\u696d\u306e\u8a18\u8f09 | \u904b\u8cc3\u3068\u306f\u5225\u306e\u6599\u91d1\u306e\u5019\u88dc\u3068\u3057\u3066\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059 |\n| API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u305d\u306e\u65e5\u306e\u675f\u3092\u672a\u51e6\u7406\u306b\u6b8b\u3057\u3001\u7fcc\u65e5\u306e\u5b9f\u884c\u3067\u62fe\u3046 |\n\n**7\u884c\u76ee\u306f\u3001\u904b\u8cc3\u306b\u6df7\u305c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 2024\u5e74\u306e\u6539\u6b63\u3067\u3001\u904b\u9001\u4ee5\u5916\u306e\u696d\u52d9\u306e\u5bfe\u4fa1\u306f\u904b\u8cc3\u3068\u5206\u3051\u3066\u6271\u3046\u5f62\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002**\u63a7\u3048\u306e\u4f59\u767d\u306e\u300c\u8377\u5f85\u30611\u6642\u9593\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u8fbc\u307f\u306f\u3001\u6599\u91d1\u306e\u5217\u306e\u5019\u88dc\u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u63a7\u3048\u306e\u753b\u50cf\u3068\u3001\u65e5\u4ed8\u30fb\u30c9\u30e9\u30a4\u30d0\u30fc\u756a\u53f7\u30fb\u30da\u30fc\u30b8\u756a\u53f7\n- Document AI \u304c\u8fd4\u3057\u305f `Document` \u306eJSON\u306e\u5168\u6587\uff08\u753b\u8cea\u306e\u8a55\u4fa1\u3092\u542b\u3080\uff09\n- Claude API \u306b\u6e21\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u8a08\u7b97\u8868\u306e\u884c\u3054\u3068\u306e\u3001\u904b\u8cc3\u306e\u8a08\u7b97\u306b\u4f7f\u3063\u305f\u91cd\u91cf\u306e\u533a\u5206\u30fb\u5730\u57df\u306e\u533a\u5206\u30fb**\u6599\u91d1\u8868\u306e\u7248**\n- \u4e8b\u52d9\u54e1\u304c\u76f4\u3057\u305f\u5024\u3068\u3001\u76f4\u3057\u305f\u7406\u7531\uff08\u91cd\u91cf\u306e\u89e3\u91c8\u3001\u8aad\u307f\u9055\u3044\u3001\u652f\u6255\u306e\u533a\u5206\uff09\n- \u8377\u4e3b\u306e\u4e00\u89a7\u306e\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u3092\u66f8\u304d\u8db3\u3057\u305f\u65e5\u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u78ba\u8a8d\n\n- `rescan` \u306b\u56de\u3057\u305f\u63a7\u3048\u306e\u5272\u5408\uff08\u30c9\u30e9\u30a4\u30d0\u30fc\u3054\u3068\u30fb\u8377\u4e3b\u3054\u3068\uff09\n\n**4\u3064\u76ee\u3067\u6599\u91d1\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6599\u91d1\u8868\u304c\u5951\u7d04\u306e\u66f4\u65b0\u3067\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u6708\u306e\u9014\u4e2d\u3067\u904b\u8cc3\u304c\u6539\u5b9a\u3055\u308c\u305f\u8377\u4e3b\u306b\u3064\u3044\u3066\u3001**\u3069\u306e\u63a7\u3048\u306b\u3069\u3061\u3089\u306e\u8868\u3092\u5f53\u3066\u305f\u304b\u3092\u5f8c\u304b\u3089\u793a\u305b\u306a\u3044\u3068\u3001\u8acb\u6c42\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u8907\u5199\u306e\u7d19\u3068\u66f8\u304d\u65b9\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u8377\u4e3b\u306e\u63a7\u3048\u3060\u3051\u304c\u8584\u3044\u306a\u3089\u3001\u7b46\u5727\u306e\u5f31\u3044\u7b46\u8a18\u5177\u304b\u8907\u5199\u306e\u679a\u6570\u306e\u591a\u3044\u69d8\u5f0f\u304c\u7406\u7531\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8377\u4e3b\u306b\u69d8\u5f0f\u306e\u5909\u66f4\u3092\u304a\u9858\u3044\u3059\u308b\u3068\u304d\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u63a7\u3048\u304b\u3089\u3001\u8377\u4e3b10\u793e\u5206\u30fb30\u679a\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u679a\u306f\u3001\u5199\u308a\u306e\u8584\u3044\u3082\u306e\u3068\u3001\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u3067\u8ff7\u3063\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u679a\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u3069\u3046\u6253\u3061\u8fbc\u307f\u3001\u3069\u306e\u8377\u4e3b\u306b\u78ba\u304b\u3081\u305f\u304b\u3092\u4e8b\u52d9\u54e1\u306b\u805e\u304d\u53d6\u308b\n3. \u63a7\u3048\u3092PDF\u306b\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u679a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u9001\u308a\u72b6\u304b\u3089\u3001\u5c4a\u3051\u5148\u30fb\u500b\u6570\u30fb\u91cd\u91cf\u30fb\u54c1\u540d\u30fb\u652f\u6255\u306e\u533a\u5206\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91cd\u91cf\u306f\u5358\u4f4d\u3092\u542b\u3081\u3066\u5199\u3057\u3001\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u5f53\u6642\u306e\u8a08\u7b97\u8868\u306e\u884c\u3068\u898b\u6bd4\u3079\u308b\n\n**30\u679a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u624b\u66f8\u304d\u306e\u6570\u5b57\u3068\u652f\u6255\u306e\u533a\u5206\u306e\u5370\u304c\u8aad\u3081\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u6570\u5b57\u3068\u533a\u5206\u304c\u8aad\u3081\u3001\u8a08\u7b97\u8868\u3068\u5408\u3063\u3066\u3044\u308b | **OCR\u3068\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u91cd\u91cf\u3092\u639b\u3051\u7b97\u3057\u305f\u3001\u5358\u4f4d\u3092\u88dc\u3063\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8584\u3044\u63a7\u3048\u306e\u6570\u5b57\u304c\u5225\u306e\u6570\u5b57\u306b\u306a\u308b | **\u753b\u8cea\u306e\u8a55\u4fa1\u3067\u306e\u632f\u308a\u5206\u3051\u304c\u8981\u308b\u3002** \u672c\u683c\u69cb\u6210\u3067\u89e3\u6c7a\u3059\u308b |\n| \u652f\u6255\u306e\u533a\u5206\u306e\u4e38\u5370\u304c\u8aad\u3081\u306a\u3044 | \u69d8\u5f0f\u306e\u533a\u5206\u306e\u6b04\u3092\u3001\u25a1\u306e\u56db\u89d2\u306b\u5370\u3092\u4ed8\u3051\u308b\u5f62\u306b\u6539\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001** \u8584\u3044\u63a7\u3048\u3092\u8aad\u307e\u305b\u306a\u3044\u3053\u3068\u306e\u610f\u5473\u304c\u5177\u4f53\u7684\u306b\u5206\u304b\u308a\u307e\u3059\u3002\u8907\u5408\u6a5f\u306e\u6fc3\u3055\u306e\u8a2d\u5b9a\u3092\u5909\u3048\u3066\u540c\u3058\u63a7\u3048\u3092\u53d6\u308a\u76f4\u3057\u3001\u8aad\u307f\u53d6\u308a\u304c\u3069\u3053\u307e\u3067\u5909\u308f\u308b\u304b\u3082\u898b\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u63a7\u3048\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u5199\u3055\u305b\u308b \uff0f 1\u679a\u3054\u3068\u306e\u66f8\u304d\u8d77\u3053\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3092\u547c\u3073\u3001\u9805\u76ee\u3092\u8a08\u7b97\u8868\u306e\u5f62\u3067\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u8ee2\u8a18","full_setup":"\u4e0a\u8a18\uff0b\u6bce\u65e5\u306e\u675f\u3092\u81ea\u52d5\u3067\u51e6\u7406\u3057\u3001\u753b\u8cea\u3067\u632f\u308a\u5206\u3051\u3001\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3068\u6599\u91d1\u8868\u3067\u904b\u8cc3\u3092\u8a08\u7b97\u3057\u3001\u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u307e\u3067\u51fa\u3059 \uff0f \u8ee2\u8a18\u30fb\u904b\u8cc3\u306e\u8a08\u7b97\u30fb\u8acb\u6c42\u30c7\u30fc\u30bf\u306e\u4f5c\u6210","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** \u67081,800\u679a\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef64\u5206\u304c2\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5730\u57df\u306e\u533a\u5206\u306e\u5224\u65ad\u3068\u6599\u91d1\u8868\u306e\u53c2\u7167\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\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**\u6599\u91d1\u8868\u3092\u5f15\u304f\u4f5c\u696d\u304c\u30011\u679a\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\u306e1\u304b\u6708\u3067\u3001\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u3092\u57cb\u3081\u308b\u3079\u304d\u8377\u4e3b\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u91cd\u91cf\u30921\u500b\u3042\u305f\u308a\u304b\u5408\u8a08\u304b\u6c7a\u3081\u3064\u3051\u308b | **\u8377\u4e3b\u3054\u3068\u306e\u898f\u5247\u3067\u6c7a\u3081\u3001\u5206\u304b\u3089\u306a\u3051\u308c\u3070 `ambiguous_weight`** |\n| \u8584\u3044\u63a7\u3048\u304b\u3089\u3001\u305d\u308c\u3089\u3057\u3044\u6570\u5b57\u304c\u8fd4\u308b | **\u753b\u8cea\u306e\u8a55\u4fa1\u3067\u8aad\u3080\u524d\u306b\u5206\u3051\u308b** |\n| AI\u304c\u91cd\u91cf\u3092\u639b\u3051\u7b97\u3059\u308b\u3001\u5358\u4f4d\u3092\u88dc\u3046 | \u6307\u793a\u3067\u7981\u3058\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8fd4\u3055\u305b\u308b |\n| \u6b04\u306e\u540d\u524d\uff08\u300c\u91cd\u91cf\u300d\uff09\u3092\u5024\u3068\u3057\u3066\u62fe\u3046 | \u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u3067\u3001\u624b\u66f8\u304d\u306e\u8a9e\u3060\u3051\u3092\u5019\u88dc\u306b\u3059\u308b |\n| \u7740\u6255\u3044\u304c\u8377\u4e3b\u3078\u306e\u8acb\u6c42\u306b\u6df7\u3056\u308b | **\u533a\u5206\u304c\u6c7a\u307e\u3089\u306a\u3044\u63a7\u3048\u306f\u8acb\u6c42\u30c7\u30fc\u30bf\u306b\u5165\u308c\u306a\u3044** |\n| \u904b\u8cc3\u306e\u6539\u5b9a\u524d\u5f8c\u3067\u8868\u3092\u53d6\u308a\u9055\u3048\u308b | \u8a08\u7b97\u8868\u306e\u884c\u306b\u6599\u91d1\u8868\u306e\u7248\u3092\u6b8b\u3059 |\n| \u5f85\u6a5f\u3084\u7a4d\u8fbc\u307f\u306e\u66f8\u304d\u8fbc\u307f\u304c\u904b\u8cc3\u306b\u7d1b\u308c\u308b | \u904b\u8cc3\u3068\u6599\u91d1\u3092\u5225\u306e\u5217\u3067\u6301\u3064 |\n| \u675f\u309215\u30da\u30fc\u30b8\u3092\u8d85\u3048\u305f\u307e\u307e\u6e21\u3059 | 1\u679a\u305a\u3064\u306b\u5206\u3051\u3066\u6e21\u3059 |\n| \u898f\u5247\u306e\u672a\u8a18\u5165\u3067\u78ba\u8a8d\u306e\u4e00\u89a7\u304c\u3042\u3075\u308c\u308b | \u6700\u521d\u306e\u6708\u306f\u591a\u3044\u524d\u63d0\u3067\u3001\u78ba\u8a8d\u306e\u305f\u3073\u306b\u898f\u5247\u3092\u66f8\u304d\u8db3\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001**\u8a08\u7b97\u8868\u306e\u4e0a\u3067\u306f\u6b63\u3057\u3044\u5f62\u306e\u6570\u5b57\u306b\u898b\u3048\u308b**\u3068\u3044\u3046\u540c\u3058\u6027\u8cea\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u8aad\u3080\u524d\u306b\u5206\u3051\u3001\u89e3\u91c8\u3092\u898f\u5247\u306b\u7f6e\u3051\u3066\u3044\u308b\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8377\u4e3b\u540d\u3001\u5c4a\u3051\u5148\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u3001\u54c1\u540d\u3067\u3059\u3002**\u5c4a\u3051\u5148\u306b\u306f\u500b\u4eba\u304c\u542b\u307e\u308c\u3001\u54c1\u540d\u304b\u3089\u751f\u6d3b\u306e\u69d8\u5b50\u304c\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u5c4a\u3051\u5148\u306e\u4f4f\u6240\u306f\u5730\u57df\u306e\u533a\u5206\u306b\u8981\u308a\u307e\u3059\u304c\u3001\u96fb\u8a71\u756a\u53f7\u306f\u904b\u8cc3\u306e\u8a08\u7b97\u306b\u8981\u308a\u307e\u305b\u3093\u3002**\u96fb\u8a71\u756a\u53f7\u306e\u6b04\u3092\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3059\u5f62\u306b\u3082\u3067\u304d\u307e\u3059**\n2. **\u51e6\u7406\u3059\u308b\u5730\u57df\u3092\u6c7a\u3081\u308b** \u2026 Document AI \u306e\u51e6\u7406\u306e\u5730\u57df\u3092\u3001\u8377\u4e3b\u3068\u306e\u53d6\u5f15\u306e\u6761\u4ef6\u3068\u81ea\u793e\u306e\u898f\u7a0b\u306b\u7167\u3089\u3057\u3066\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\n3. **\u91d1\u984d\u3092AI\u306b\u51fa\u3055\u305b\u306a\u3044** \u2026 \u904b\u8cc3\u306f\u5951\u7d04\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3067\u6c7a\u307e\u308b\u3082\u306e\u3067\u3001**AI\u306e\u51fa\u529b\u304c\u91d1\u984d\u306b\u5f71\u97ff\u3059\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n4. **\u8acb\u6c42\u306e\u524d\u306b\u4eba\u304c\u78ba\u304b\u3081\u308b** \u2026 \u8acb\u6c42\u30c7\u30fc\u30bf\u306f\u4e8b\u52d9\u54e1\u304c\u53d6\u308a\u8fbc\u307f\u3001\u524d\u6708\u3068\u306e\u5dee\u3092\u898b\u3066\u304b\u3089\u8377\u4e3b\u306b\u51fa\u3057\u307e\u3059\n5. **\u63a7\u3048\u306e\u753b\u50cf\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u5c4a\u3051\u5148\u306e\u500b\u4eba\u306e\u60c5\u5831\u304c\u8f09\u308b\u753b\u50cf\u3092\u3001\u3044\u3064\u307e\u3067\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u904b\u8cc3\u3092\u591a\u304f\u8acb\u6c42\u3059\u308b\u3053\u3068\u3068\u3001\u7740\u6255\u3044\u3092\u8377\u4e3b\u306b\u8acb\u6c42\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u91cd\u91cf\u306e\u89e3\u91c8\u3092\u6c7a\u3081\u3064\u3051\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u652f\u6255\u306e\u533a\u5206\u3092\u898b\u843d\u3068\u3059\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u3092\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u4eba\u306b\u898b\u305b\u308b\u3053\u3068\u3067\u9632\u3052\u308b\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u4e2d\u5c0f\u306e\u8377\u4e3b\u304b\u3089\u6bce\u65e5\u96c6\u8377\u3057\u3001\u8377\u4e3b\u304c\u624b\u66f8\u304d\u3059\u308b\u8907\u5199\u5f0f\u306e\u9001\u308a\u72b6\u306e\u63a7\u3048\u3092\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u6301\u3061\u5e30\u308a\u3001\u4e8b\u52d9\u54e1\u304c\u904b\u8cc3\u306e\u8a08\u7b97\u8868\u306b\u6253\u3061\u8fbc\u3093\u3067\u304b\u3089\u6708\u672b\u306b\u8377\u4e3b\u3054\u3068\u306e\u8acb\u6c42\u66f8\u3092\u4f5c\u3063\u3066\u3044\u308b\u5730\u5834\u306e\u904b\u9001\u4f1a\u793e\u3002\u8377\u4e3b\u3054\u3068\u306b\u5951\u7d04\u306e\u904b\u8cc3\u6599\u91d1\u8868\u304c\u3042\u308a\u3001\u91cd\u91cf\u3068\u5c4a\u3051\u5148\u306e\u5730\u57df\u3067\u904b\u8cc3\u304c\u6c7a\u307e\u308b\u5834\u5408\u3002\u6708\u672b\u306e\u8acb\u6c42\u306e\u7de0\u3081\u306b\u6253\u3061\u8fbc\u307f\u304c\u8ffd\u3044\u3064\u304b\u306a\u3044\u5834\u5408\u3002","not_recommended_for":"\u8377\u4e3b\u306e\u591a\u304f\u304c\u51fa\u8377\u306e\u30c7\u30fc\u30bf\u3092\u96fb\u5b50\u3067\u9001\u3063\u3066\u304d\u3066\u3001\u624b\u66f8\u304d\u306e\u9001\u308a\u72b6\u304c\u6708\u306b\u6570\u767e\u679a\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u3002\u9001\u308a\u72b6\u306e\u767a\u884c\u3068\u904b\u8cc3\u306e\u8a08\u7b97\u3092\u3059\u3067\u306b\u914d\u9001\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u8cb8\u5207\u306e\u904b\u9001\u304c\u4e2d\u5fc3\u3067\u30011\u904b\u884c\u306b1\u679a\u306e\u904b\u9001\u7533\u8fbc\u66f8\u3092\u6271\u3046\u7a0b\u5ea6\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u904b\u8cc3\u30fb\u6599\u91d1\u306e\u984d\u306e\u6c7a\u5b9a\u3068\u3001\u8377\u4e3b\u3068\u306e\u904b\u8cc3\u306e\u4ea4\u6e09\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6599\u91d1\u8868\u3068\u5730\u57df\u306e\u8868\u3092\u305d\u308d\u3048\u308b**\n\n\u8377\u4e3b\u3054\u3068\u306e\u904b\u8cc3\u6599\u91d1\u8868\u3092\u3001**\u91cd\u91cf\u306e\u533a\u5206\u00d7\u5730\u57df\u306e\u533a\u5206\u306e\u540c\u3058\u5f62\u306e\u8868**\u306b\u305d\u308d\u3048\u307e\u3059\u3002150\u793e\u3059\u3079\u3066\u3092\u4e00\u5ea6\u306b\u305d\u308d\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u63a7\u3048\u306e\u679a\u6570\u306e\u591a\u3044\u4e0a\u4f4d30\u793e\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u679a\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u63a7\u3048\u304b\u308930\u679a\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u9805\u76ee\u3092\u5199\u3055\u305b\u307e\u3059\u3002**\u91cd\u91cf\u3092\u639b\u3051\u7b97\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u652f\u6255\u306e\u533a\u5206\u306e\u5370\u304c\u8aad\u3081\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u91cd\u91cf\u306e\u66f8\u304d\u65b9\u306e\u898f\u5247\u3092\u4f5c\u308a\u59cb\u3081\u308b**\n\n\u4e8b\u52d9\u54e1\u306b\u3001**\u8377\u4e3b\u3054\u3068\u306b\u91cd\u91cf\u3092\u5408\u8a08\u3067\u66f8\u304f\u304b1\u500b\u3042\u305f\u308a\u3067\u66f8\u304f\u304b**\u3092\u805e\u304d\u53d6\u308a\u3001\u8377\u4e3b\u306e\u4e00\u89a7\u306e\u5217\u306b\u5165\u308c\u307e\u3059\u3002\u5206\u304b\u3089\u306a\u3044\u8377\u4e3b\u306f `unknown` \u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u6bce\u65e5\u306e\u675f\u304b\u3089\u8a08\u7b97\u8868\u307e\u3067\u3092\u3064\u306a\u3050**\n\nPython \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u675f\u3092\u5206\u3051\u3001Enterprise Document OCR \u3092\u547c\u3073\u3001\u753b\u8cea\u3067\u632f\u308a\u5206\u3051\u3066\u9805\u76ee\u3092\u8a08\u7b97\u8868\u306e\u5f62\u3067\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u904b\u8cc3\u3092\u8a08\u7b97\u305b\u305a\u3001\u8ee2\u8a18\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5730\u57df\u306e\u533a\u5206\u3068\u904b\u8cc3\u306e\u8a08\u7b97\u3092\u8db3\u3057\u3001`ambiguous_weight` \u3068 `rescan` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6708\u672b\u306e\u8acb\u6c42\u30c7\u30fc\u30bf\u306e\u51fa\u529b\u3092\u8db3\u3057\u30011\u4ef64\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`ambiguous_weight` \u304c\u307b\u3068\u3093\u3069\u51fa\u306a\u304f\u306a\u308a\u3001\u6708\u672b\u306e\u7de0\u3081\u306e\u65e5\u306b\u63a7\u3048\u306e\u675f\u304c\u6b8b\u3089\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0548","UC-0048","UC-0143","UC-0094"],"related_articles":[{"id":2156,"slug":"data-bunseki-ai-katsuyo","title":"\u30de\u30fc\u30b1\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96c6\u8a08\u304b\u3089\u793a\u5506\u51fa\u3057\u307e\u3067\u52b9\u7387\u5316"},{"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":5740,"slug":"kamei-kako-joho","title":"\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u4eee\u540d\u52a0\u5de5\u3068\u306f\uff1f\uff5c\u5206\u6790\u306b\u4f7f\u3048\u308b\u5f62\u306b\u3059\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Enterprise Document OCR \u304c\u624b\u66f8\u304d\u3092\u542b\u3080\u30c6\u30ad\u30b9\u30c8\u3092200\u3092\u8d85\u3048\u308b\u8a00\u8a9e\u306e\u66f8\u985e\u304b\u3089\u53d6\u308a\u51fa\u3057\u3001\u8aad\u307f\u3084\u3059\u3055\u306b\u57fa\u3065\u3044\u3066\u753b\u8cea\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u306e\u4e00\u89a7\u306b\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u3042\u308a\u3068\u3057\u3066\u8f09\u3063\u3066\u3044\u308b\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u304c15\u30da\u30fc\u30b8\u307e\u3067\u3001\u975e\u540c\u671f\u304c500\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-07 |\n| \u753b\u8cea\u306e\u8a55\u4fa1\uff08`enableImageQualityScores`\uff09\u30678\u7a2e\u985e\u306e\u4e0d\u826f\uff08`quality\/defect_blurry`\u3001`quality\/defect_faint`\u3001`quality\/defect_text_too_small`\u3001`quality\/defect_glare` \u306a\u3069\uff09\u304c\u8fd4\u308a\u30010.5\u3092\u8d85\u3048\u308b\u53ef\u80fd\u6027\u304c\u967d\u6027\u306e\u691c\u51fa\u3067\u3042\u308b\u3053\u3068\u3002\u30b9\u30ad\u30e3\u30f3\u3084\u64ae\u5f71\u3057\u305f\u66f8\u985e\u306b\u5411\u304d\u3001\u53cd\u5c04\u306e\u4e0d\u826f\u306f\u5c40\u6240\u7684\u3067\u3042\u308b\u3053\u3068\u3002OCR\u3068\u540c\u7a0b\u5ea6\u306e\u51e6\u7406\u6642\u9593\u304c\u52a0\u308f\u308b\u3053\u3068\u3002\u8a00\u8a9e\u306e\u30d2\u30f3\u30c8\uff08`languageHints`\uff09\u3002\u6587\u5b57\u306e\u66f8\u4f53\u306e\u691c\u51fa\uff08`computeStyleInfo`\uff09\u3067\u8a9e\u306e\u5358\u4f4d\u306e\u624b\u66f8\u304d\u304b\u3069\u3046\u304b\u304c\u8fd4\u308b\u3053\u3068 | [Google Cloud: Enterprise Document OCR](https:\/\/docs.cloud.google.com\/document-ai\/docs\/enterprise-document-ocr) | 2026-10-07 |\n| \u5404\u8981\u7d20\u306e `layout` \u306b `textAnchor`\u3001`boundingPoly`\u3001\u4fe1\u983c\u5ea6\u304c\u4ed8\u304f\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-07 |\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c PDF\u3001TIFF\u3001JPEG\u3001PNG \u306a\u3069\u3067\u3042\u308b\u3053\u3068\u3002\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u3053\u3068 | [Google Cloud: Supported files](https:\/\/docs.cloud.google.com\/document-ai\/docs\/file-types) | 2026-10-07 |\n| Enterprise Document OCR 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