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**1\u30d5\u30a1\u30a4\u30eb\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8** \u2026 \u5e97\u8217\u3067\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u3082\u306e\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u307e\u3059\n5. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5951\u7d04\u306e\u756a\u53f7\u30fb\u540c\u3058\u4f7f\u7528\u671f\u9593\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\n6. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u6700\u5c0f\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\uff08150dpi\u3067\u7d048\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\u3002**\u691c\u91dd\u7968\u306e\u5c0f\u3055\u306a\u6587\u5b57\u306f\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6c34\u9053\u306e\u691c\u91dd\u7968\u306f\u5c0f\u3055\u306a\u7528\u7d19\u306b\u7d30\u304b\u3044\u5b57\u3067\u5370\u5b57\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u4f7f\u7528\u91cf\u306e\u6570\u5b57\u3060\u3051\u304c\u8aad\u3081\u305a\u306b\u6b8b\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5e97\u8217\u306e\u8907\u5408\u6a5f\u306e\u30b9\u30ad\u30e3\u30f3\u8a2d\u5b9a\u3092\u3001\u672c\u90e8\u3067\u4e00\u5ea6\u305d\u308d\u3048\u3066\u304a\u304d\u307e\u3059\u3002","ai_processing":"**OCR\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u3092\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u53d6\u308a\u51fa\u3055\u305b\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u62e0\u70b9\u306e\u6c7a\u5b9a\u3001\u65e5\u6570\u306e\u8a08\u7b97\u3001\u6bd4\u8f03\u306f\u30b3\u30fc\u30c9\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u7a2e\u5225 | \u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\u306e\u3069\u308c\u304b | \u8ff7\u3048\u3070 `unknown` |\n| \u5951\u7d04\u306e\u756a\u53f7 | \u304a\u5ba2\u3055\u307e\u756a\u53f7\u3001\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u3001\u56de\u7dda\u756a\u53f7\u3002**\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u306e\u307e\u307e** | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a |\n| \u4f7f\u7528\u91cf\u3068\u5358\u4f4d | kWh\u3001\u33a5 \u306a\u3069\u3002\u901a\u4fe1\u306f\u7a7a | \u5358\u4f4d\u304c\u7121\u3051\u308c\u3070 `ambiguous` |\n| \u4f7f\u7528\u671f\u9593 | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051 | \u691c\u91dd\u65e5\u3057\u304b\u7121\u3051\u308c\u3070 `ambiguous` |\n| \u91d1\u984d\u306e\u5185\u8a33 | \u57fa\u672c\u6599\u91d1\u3001\u4f7f\u7528\u91cf\u306e\u6599\u91d1\u3001\u8abf\u6574\u984d\u3001\u6d88\u8cbb\u7a0e | \u5185\u8a33\u304c\u7121\u3051\u308c\u3070\u7a7a |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u62e0\u70b9\u3092\u6c7a\u3081\u308b | \u5951\u7d04\u30de\u30b9\u30bf\u3068\u306e\u7167\u5408\u306f\u30b3\u30fc\u30c9\u3067\u884c\u3046 |\n| \u756a\u53f7\u306e\u88dc\u5b8c | \u6841\u3092\u8db3\u3059\u3001\u4f3c\u305f\u756a\u53f7\u306b\u76f4\u3059\u3068\u3001\u5225\u306e\u62e0\u70b9\u306b\u7d50\u3073\u4ed8\u304f |\n| \u4f7f\u7528\u91cf\u306e\u8a08\u7b97 | \u91d1\u984d\u304b\u3089\u5358\u4fa1\u3067\u5272\u308a\u623b\u3057\u3066\u57cb\u3081\u306a\u3044 |\n| \u5897\u3048\u305f\u7406\u7531\u306e\u63a8\u6e2c | \u7406\u7531\u306f\u62e0\u70b9\u306b\u78ba\u304b\u3081\u308b |\n\n**2\u884c\u76ee\u30683\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u756a\u53f7\u306e1\u6841\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u3001\u751f\u6210AI\u306f\u5951\u7d04\u30de\u30b9\u30bf\u306b\u8fd1\u3044\u756a\u53f7\u3078\u5bc4\u305b\u3088\u3046\u3068\u3057\u3001**\u4f7f\u7528\u91cf\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u306f\u91d1\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u898b\u3064\u3051\u305f\u304b\u3063\u305f\u8aa4\u308a\u3084\u7570\u5e38\u3092\u6d88\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7d4c\u7406\u62c5\u5f53\u3067\u3059\u3002\u516c\u5171\u6599\u91d1\u30fb\u901a\u4fe1\u6599\u91d1\u306e\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\n\u6307\u5b9a\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nutility_type \/ contract_numbers \/ usage \/ usage_unit \/\nperiod_start \/ period_end \/ charges\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- utility_type \u306f electricity \/ gas \/ water \/ telecom \/ unknown \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u306e\u756a\u53f7\uff08\u304a\u5ba2\u3055\u307e\u756a\u53f7\u3001\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u3001\u56de\u7dda\u756a\u53f7\u306a\u3069\uff09\u306f\u3001\n  \u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\u8a18\u53f7\u3092\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u756a\u53f7\u306e\u7a2e\u985e\u304c\u5206\u304b\u308b\u5834\u5408\u306f label \u306b\u9805\u76ee\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u7528\u91cf\u306f\u3001\u8acb\u6c42\u66f8\u306b\u66f8\u304b\u308c\u305f\u6570\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91d1\u984d\u3084\u5358\u4fa1\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null \u3067\u3059\u3002\n- \u4f7f\u7528\u671f\u9593\u306f\u3001\u8acb\u6c42\u66f8\u306b\u300c\u4f7f\u7528\u671f\u9593\u300d\u300c\u3054\u4f7f\u7528\u671f\u9593\u300d\u306a\u3069\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u691c\u91dd\u65e5\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001period_status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- charges \u306b\u306f\u3001\u57fa\u672c\u6599\u91d1\u3001\u4f7f\u7528\u91cf\u306e\u6599\u91d1\u3001\u8abf\u6574\u984d\u3001\u6d88\u8cbb\u7a0e\u306a\u3069\u3001\n  \u8acb\u6c42\u66f8\u306b\u5185\u8a33\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u884c\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62e0\u70b9\u540d\u3084\u5e97\u8217\u540d\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u9805\u76ee\u306e evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305f\u5024\u3011{invoice_fields}\n\u3010\u5168\u30c6\u30ad\u30b9\u30c8\u3011{read_text}\n```\n\n**\u300c\u91d1\u984d\u3084\u5358\u4fa1\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u4f7f\u7528\u91cf\u304c\u57cb\u307e\u308a\u307e\u3059\u3002** \u5358\u4fa1\u304c\u66f8\u304b\u308c\u305f\u8acb\u6c42\u66f8\u3067\u306f\u3001\u751f\u6210AI\u306f\u91d1\u984d\u3092\u5358\u4fa1\u3067\u5272\u3063\u3066\u4f7f\u7528\u91cf\u3092\u51fa\u305d\u3046\u3068\u3057\u307e\u3059\u3002**\u57cb\u307e\u3063\u305f\u4f7f\u7528\u91cf\u306f\u6b63\u3057\u305d\u3046\u306b\u898b\u3048\u308b\u306e\u3067\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file_id\": \"\",\n  \"utility_type\": \"electricity | gas | water | telecom | unknown\",\n  \"vendor_name\": \"\",\n  \"contract_numbers\": [ { \"label\": \"\", \"value\": \"\", \"evidence\": \"\" } ],\n  \"period_start\": null,\n  \"period_end\": null,\n  \"period_status\": \"ok | ambiguous | missing\",\n  \"usage\": null,\n  \"usage_unit\": null,\n  \"invoice_total\": 0,\n  \"charges\": [ { \"label\": \"\", \"amount\": 0 } ],\n  \"site\": { \"site_code\": null, \"match_by\": \"contract_number | address | none\" },\n  \"comparison\": {\n    \"per_day_usage\": null, \"per_day_amount\": null,\n    \"vs_last_month_pct\": null, \"vs_last_year_pct\": null,\n    \"flag\": \"none | increase | first_record | no_history\"\n  },\n  \"status\": \"ready | needs_review\"\n}\n```\n\n**`site` \u3068 `comparison` \u306f\u3001\u751f\u6210AI\u3067\u306f\u306a\u304f\u30b3\u30fc\u30c9\u304c\u57cb\u3081\u307e\u3059\u3002** \u751f\u6210AI\u306b\u8fd4\u3055\u305b\u308b\u306e\u306f `utility_type` \u304b\u3089 `charges` \u307e\u3067\u3067\u3001Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002`json_schema` \u306b `strict: true` \u3092\u6307\u5b9a\u3057\u3001**\u5168\u30d5\u30a3\u30fc\u30eb\u30c9\u3092 required \u306b\u3057\u3066\u3001\u7701\u7565\u3057\u3066\u3088\u3044\u5024\u306f `null` \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u578b\u3067\u8868\u3057\u307e\u3059\u3002**\n\n**`per_day_usage` \u3067\u6bd4\u3079\u308b\u7406\u7531\u306f\u7b2c1\u7ae0\u306e\u3068\u304a\u308a\u3067\u3059\u3002** \u4f7f\u7528\u671f\u9593\u306e\u65e5\u6570\u3067\u5272\u308a\u3001\u524d\u6708\u3068\u524d\u5e74\u540c\u6708\u306e\u540c\u3058\u5024\u3068\u6bd4\u3079\u307e\u3059\u3002`flag` \u3092 `increase` \u306b\u3059\u308b\u57fa\u6e96\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | `flag` |\n|:--|:--|\n| 1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u304c\u524d\u5e74\u540c\u6708\u6bd4\u306730\uff05\u4ee5\u4e0a\u5897\u3048\u3001\u304b\u3064\u6708\u306e\u91d1\u984d\u30671\u4e07\u5186\u4ee5\u4e0a\u5897\u3048\u305f | `increase` |\n| \u524d\u5e74\u540c\u6708\u306e\u8a18\u9332\u304c\u7121\u304f\u3001\u524d\u6708\u6bd4\u306750\uff05\u4ee5\u4e0a\u5897\u3048\u305f | `increase` |\n| \u305d\u306e\u62e0\u70b9\u30fb\u7a2e\u5225\u3067\u521d\u3081\u3066\u306e\u8acb\u6c42\u66f8 | `first_record` |\n| \u524d\u6708\u3082\u524d\u5e74\u540c\u6708\u3082\u8a18\u9332\u304c\u7121\u3044 | `no_history` |\n\n\u8a08\u7b97\u306e\u4f8b\u30921\u3064\u6319\u3052\u307e\u3059\u3002\u3042\u308b\u5e97\u8217\u306e\u96fb\u6c17\u306e\u8acb\u6c42\u66f8\u3067\u3001\u4eca\u6708\u306f\u4f7f\u7528\u671f\u9593\u304c33\u65e5\u30fb\u4f7f\u7528\u91cf\u304c9,900kWh\u3001\u524d\u5e74\u540c\u6708\u306f29\u65e5\u30fb7,250kWh\u3060\u3063\u305f\u3068\u3057\u307e\u3059\u3002\n\n| | \u4f7f\u7528\u671f\u9593 | \u4f7f\u7528\u91cf | 1\u65e5\u3042\u305f\u308a |\n|:--|--:|--:|--:|\n| \u4eca\u6708 | 33\u65e5 | 9,900kWh | 300kWh |\n| \u524d\u5e74\u540c\u6708 | 29\u65e5 | 7,250kWh | 250kWh |\n\n**\u6708\u306e\u4f7f\u7528\u91cf\u3067\u6bd4\u3079\u308b\u3068\u7d0437\uff05\u306e\u5897\u52a0\u3067\u3059\u304c\u30011\u65e5\u3042\u305f\u308a\u3067\u306f20\uff05\u306e\u5897\u52a0\u3067\u3059\u3002** 30\uff05\u306e\u57fa\u6e96\u306a\u3089\u3001\u3053\u306e\u5e97\u8217\u306f\u4e00\u89a7\u306b\u8f09\u308a\u307e\u305b\u3093\u3002**\u671f\u9593\u304c4\u65e5\u9577\u304b\u3063\u305f\u3060\u3051\u306e\u5897\u52a0\u3092\u3001\u62e0\u70b9\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u306e\u6570\u5b57\u306f\u4f8b\u3067\u3059\u3002** \u5272\u5408\u3060\u3051\u3067\u5224\u5b9a\u3059\u308b\u3068\u3001\u3082\u3068\u3082\u3068\u5c0f\u3055\u3044\u62e0\u70b9\u306e\u5c0f\u3055\u306a\u5909\u5316\u304c\u6bce\u6708\u4e26\u3073\u307e\u3059\u3002**\u91d1\u984d\u306e\u4e0b\u9650\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u4fa1\u5024\u306e\u3042\u308b\u62e0\u70b9\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 | Blob \u30b9\u30c8\u30ec\u30fc\u30b8 \u30c8\u30ea\u30ac\u30fc | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066\u95a2\u6570\u3092\u52d5\u304b\u3059 |\n| Azure AI Document Intelligence | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u30fb\u660e\u7d30\u30fb\u5168\u30c6\u30ad\u30b9\u30c8\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | \u69cb\u9020\u5316\u51fa\u529b | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u3092\u8fd4\u3059 |\n| \u5951\u7d04\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u5951\u7d04\u306e\u756a\u53f7\u304b\u3089\u62e0\u70b9\u3068\u7a2e\u5225\u3092\u5f15\u304f |\n| \u62e0\u70b9\u5225\u306e\u8cbb\u7528\u53f0\u5e33 | \u4e0b\u66f8\u304d\u306e\u884c\u306e\u8ffd\u52a0 | `ready` \u306f\u4e0b\u66f8\u304d\u306b\u3001`needs_review` \u306f\u78ba\u8a8d\u5f85\u3061\u306b |\n| \u7dcf\u52d9\u3078\u306e\u901a\u77e5 | \u30c1\u30e3\u30c3\u30c8\u307e\u305f\u306f\u30e1\u30fc\u30eb | `increase` \u306e\u62e0\u70b9\u306e\u4e00\u89a7 |\n\n\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u62e0\u70b9\u30fb\u7a2e\u5225\u30fb\u6708\u3054\u3068\u306b\u6b21\u306e1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u62e0\u70b9\u30b3\u30fc\u30c9\u30fb\u7a2e\u5225\u30fb\u5bfe\u8c61\u6708 | \u5951\u7d04\u30de\u30b9\u30bf\u3067\u6c7a\u3081\u305f\u62e0\u70b9\u3068\u3001\u4f7f\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u306e\u6708 |\n| \u4f7f\u7528\u671f\u9593\u30fb\u65e5\u6570\u30fb\u4f7f\u7528\u91cf\u30fb\u91d1\u984d | \u8aad\u307f\u53d6\u3063\u305f\u5024\u3068\u3001\u8a08\u7b97\u3057\u305f\u65e5\u6570 |\n| 1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u30fb\u91d1\u984d | \u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u5024 |\n| \u524d\u6708\u6bd4\u30fb\u524d\u5e74\u540c\u6708\u6bd4\u30fb`flag` | \u6bd4\u8f03\u306e\u7d50\u679c |\n| \u72b6\u614b | \u4e0b\u66f8\u304d\uff0f\u78ba\u8a8d\u5f85\u3061\uff0f\u78ba\u5b9a |\n| \u539f\u672c\u3078\u306e\u30ea\u30f3\u30af | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306e\u8acb\u6c42\u66f8\u30d5\u30a1\u30a4\u30eb |\n\n**\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3092\u884c\u3054\u3068\u306b\u6301\u305f\u305b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u6642\u9593\u3092\u77ed\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u53f0\u5e33\u306e\u5024\u306b\u7591\u554f\u3092\u6301\u3063\u305f\u3068\u304d\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u63a2\u3055\u305a\u306b1\u56de\u3067\u539f\u672c\u304c\u958b\u3051\u307e\u3059\u3002\n\n**\u5951\u7d04\u30de\u30b9\u30bf\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u65b0\u3057\u3044\u756a\u53f7\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001**\u8ffd\u52a0\u3059\u308b\u304b\u306f\u7dcf\u52d9\u304c\u5951\u7d04\u66f8\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u3063\u305f\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u8db3\u3059\u3068\u3001\u8aad\u307f\u8aa4\u3063\u305f\u756a\u53f7\u304c\u6b63\u3057\u3044\u756a\u53f7\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `needs_review` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u4e0b\u66f8\u304d\u306e\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u62e0\u70b9\u3092\u6d41\u3057\u898b\u3066\u3001\u307e\u3068\u3081\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **\u62e0\u70b9\u304c\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 `match_by: none`\u3002\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u304c\u539f\u56e0\u306a\u3089\u3001\u7dcf\u52d9\u306b\u8ffd\u52a0\u3092\u983c\u307f\u307e\u3059\n2. **\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u5024\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u308b** \u2026 \u4f7f\u7528\u91cf\u30fb\u91d1\u984d\u30fb\u4f7f\u7528\u671f\u9593\u306e\u3069\u308c\u304b\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u3082\u306e\n3. **`increase` \u306e\u62e0\u70b9\u3092\u7dcf\u52d9\u304c\u78ba\u304b\u3081\u308b** \u2026 \u62e0\u70b9\u306e\u51fa\u6765\u4e8b\u306e\u8868\u3092\u898b\u3066\u304b\u3089\u3001\u5e97\u8217\u306b\u4e8b\u60c5\u3092\u805e\u304d\u307e\u3059\n4. **\u5024\u3092\u76f4\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8acb\u6c42\u66f8\u306e\u3001\u3069\u306e\u9805\u76ee\u3092\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001360\u679a\u3092\u306a\u3089\u3057\u30661\u679a2\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u304c1\u301c2\u5272\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304b\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u3092\u7591\u3044\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u3066\u518d\u6295\u5165\u3002**\u4f1a\u54e1\u30b5\u30a4\u30c8\u306e\u8a2d\u5b9a\u3067\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5916\u305b\u308b\u76f8\u624b\u5148\u306f\u5916\u3059** |\n| \u62e0\u70b9\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u3092\u7dcf\u52d9\u3078 |\n| \u4f7f\u7528\u671f\u9593\u304c\u8aad\u3081\u306a\u3044 | \u65e5\u6570\u306e\u8a08\u7b97\u3092\u305b\u305a\u3001`flag` \u3092\u4ed8\u3051\u306a\u3044\u3002\u91d1\u984d\u3060\u3051\u53f0\u5e33\u306b\u5165\u308c\u308b |\n| \u8acb\u6c42\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u304a\u77e5\u3089\u305b\u3001\u5951\u7d04\u5909\u66f4\u306e\u6848\u5185\uff09 | \u7a2e\u5225 `unknown` \u3067\u4eba\u3078\u3002**\u6599\u91d1\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u7dcf\u52d9\u306b\u56de\u3059** |\n| \u540c\u3058\u8acb\u6c42\u66f8\u304c\u4e8c\u5ea6\u5c4a\u304f | \u5951\u7d04\u306e\u756a\u53f7\u3068\u4f7f\u7528\u671f\u9593\u3067\u7167\u5408\u3057\u3001\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307e\u306a\u3044 |\n| \u524d\u6708\u306e\u904e\u4e0d\u8db3\u306e\u7cbe\u7b97\u3067\u91d1\u984d\u304c\u30de\u30a4\u30ca\u30b9\u3084\u6975\u7aef\u306b\u5c0f\u3055\u3044 | \u6bd4\u8f03\u306b\u4f7f\u308f\u305a `needs_review`\u3002**\u7cbe\u7b97\u306e\u884c\u3092\u53f0\u5e33\u306e\u30e1\u30e2\u6b04\u306b\u6b8b\u3059** |\n| \u7de0\u3081\u306e\u65e5\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u8acb\u6c42\u66f8 | \u62e0\u70b9\u3068\u7a2e\u5225\u306e\u4e00\u89a7\u3092\u7d4c\u7406\u306b\u51fa\u3057\u3001\u4f1a\u54e1\u30b5\u30a4\u30c8\u3092\u78ba\u304b\u3081\u308b |\n| \u95a2\u6570\u304c\u4f55\u5ea6\u3082\u5931\u6557\u3059\u308b | \u65e2\u5b9a\u30675\u56de\u306e\u518d\u8a66\u884c\u306e\u5f8c\u3001`webjobs-blobtrigger-poison` \u306e\u30ad\u30e5\u30fc\u306b\u5165\u308b\u3002**\u6bce\u671d\u3053\u306e\u30ad\u30e5\u30fc\u3092\u898b\u308b** |\n\n**4\u884c\u76ee\u306e\u6599\u91d1\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u6368\u3066\u305a\u306b\u7dcf\u52d9\u3078\u56de\u3057\u307e\u3059\u3002** \u5358\u4fa1\u304c\u5909\u308f\u3063\u305f\u6708\u306f\u3001\u4f7f\u7528\u91cf\u304c\u540c\u3058\u3067\u3082\u91d1\u984d\u304c\u5897\u3048\u307e\u3059\u3002**\u304a\u77e5\u3089\u305b\u3092\u898b\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6708\u306e `increase` \u3092\u554f\u3044\u5408\u308f\u305b\u308b\u524d\u306b\u7406\u7531\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u8acb\u6c42\u66f8\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\n- \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\n- \u62e0\u70b9\u306e\u6c7a\u3081\u65b9\uff08`match_by`\uff09\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5951\u7d04\u30de\u30b9\u30bf\u306e\u884c**\n- 1\u65e5\u3042\u305f\u308a\u306e\u5024\u3068\u6bd4\u8f03\u306e\u7d50\u679c\u3001`flag`\n- \u4eba\u304c\u5024\u3084\u62e0\u70b9\u3092\u76f4\u3057\u305f\u8a18\u9332\n- `increase` \u306e\u62e0\u70b9\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\uff08\u7406\u7531\u3001\u5bfe\u5fdc\uff09\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u7fcc\u5e74\u306e\u6bd4\u8f03\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u53bb\u5e74\u306e8\u6708\u306b\u6f0f\u6c34\u3067\u5897\u3048\u305f\u62e0\u70b9\u306f\u3001\u4eca\u5e74\u306e8\u6708\u306e\u524d\u5e74\u540c\u6708\u6bd4\u304c\u5927\u304d\u304f\u4e0b\u304c\u3063\u3066\u898b\u3048\u307e\u3059\u3002**\u7406\u7531\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u4e0b\u304c\u308a\u65b9\u3092\u6b63\u3057\u304f\u8aad\u3081\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":3,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":36,"after_hours_month":12,"saved_hours_month":24,"reduction_rate":67,"saved_hours_year":288,"annual_cost_effect":864000,"summary":"\u5e97\u8217\u3084\u5009\u5eab\u3054\u3068\u306b\u5c4a\u304f\u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u62e0\u70b9\u5225\u306e\u8cbb\u7528\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u4f7f\u7528\u671f\u9593\u306e\u65e5\u6570\u3092\u305d\u308d\u3048\u3066\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u3068\u6bd4\u3079\u3001\u5897\u3048\u65b9\u306e\u5927\u304d\u3044\u62e0\u70b9\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u4f1a\u54e1\u30b5\u30a4\u30c8\u304b\u3089PDF\u3092\u53d6\u308a\u51fa\u3057\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u5e97\u8217\u304b\u3089\u5c4a\u3044\u305f\u30b9\u30ad\u30e3\u30f3\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308b\n2. 1\u679a\u305a\u3064\u958b\u304d\u3001\u5b9b\u540d\u30fb\u4f4f\u6240\u30fb\u304a\u5ba2\u3055\u307e\u756a\u53f7\u3092\u898b\u3066\u3001\u3069\u306e\u62e0\u70b9\u306e\u8acb\u6c42\u66f8\u304b\u3092\u6c7a\u3081\u308b\n3. \u4f7f\u7528\u671f\u9593\u3001\u4f7f\u7528\u91cf\u3001\u8acb\u6c42\u91d1\u984d\u3092\u53f0\u5e33\u306e\u8a72\u5f53\u3059\u308b\u30bb\u30eb\u306b\u5165\u308c\u308b\n4. \u524d\u6708\u306e\u5024\u3068\u898b\u6bd4\u3079\u3001\u5927\u304d\u304f\u9055\u3048\u3070\u30e1\u30e2\u3092\u6b8b\u3059\n5. \u6708\u672b\u306b\u3001\u53f0\u5e33\u306e\u5408\u8a08\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u652f\u6255\u984d\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n6. \u6c17\u306b\u306a\u3063\u305f\u62e0\u70b9\u306b\u3001\u7dcf\u52d9\u304b\u3089\u96fb\u8a71\u3067\u4e8b\u60c5\u3092\u805e\u304f\n\n**\uff08a\uff09\u3069\u306e\u62e0\u70b9\u306e\u8acb\u6c42\u66f8\u304b\u3092\u6c7a\u3081\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u5b9b\u540d\u306b\u5e97\u8217\u540d\u304c\u7121\u304f\u3001\u4f4f\u6240\u3060\u3051\u306e\u8acb\u6c42\u66f8\u304c\u3042\u308a\u307e\u3059\u3002**\u540c\u3058\u5546\u696d\u65bd\u8a2d\u306b2\u5e97\u8217\u5165\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u4f4f\u6240\u3067\u3082\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u304a\u5ba2\u3055\u307e\u756a\u53f7\u3067\u5951\u7d04\u306e\u4e00\u89a7\u3092\u5f15\u3053\u3046\u3068\u3057\u3066\u3082\u3001\u305d\u306e\u5217\u304c\u7a7a\u306e\u62e0\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u671f\u9593\u3092\u305d\u308d\u3048\u305a\u306b\u6bd4\u3079\u3066\u3044\u308b\u3002** 4\u756a\u306e\u898b\u6bd4\u3079\u306f\u3001\u8acb\u6c42\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u524d\u6708\u3068\u4e26\u3079\u3066\u3044\u307e\u3059\u3002**\u691c\u91dd\u65e5\u304c\u305a\u308c\u305f\u6708\u306f\u3001\u4f55\u3082\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u62e0\u70b9\u304c\u5897\u3048\u305f\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002** \u9006\u306b\u3001\u672c\u5f53\u306b\u5897\u3048\u3066\u3044\u3066\u3082\u3001\u691c\u91dd\u671f\u9593\u304c\u77ed\u304b\u3063\u305f\u6708\u306b\u306f\u76ee\u7acb\u3061\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u524d\u5e74\u540c\u6708\u3068\u306f\u6bd4\u3079\u3066\u3044\u306a\u3044\u3002** \u7a7a\u8abf\u306e\u4f7f\u3044\u65b9\u306f\u5b63\u7bc0\u3067\u5927\u304d\u304f\u5909\u308f\u308b\u305f\u3081\u3001\u524d\u6708\u3068\u6bd4\u3079\u308b\u3060\u3051\u3067\u306f\u590f\u306e\u5897\u52a0\u304c\u3059\u3079\u3066\u300c\u5897\u3048\u305f\u300d\u306b\u898b\u3048\u307e\u3059\u3002**\u524d\u5e74\u306e\u540c\u3058\u6708\u3068\u6bd4\u3079\u308b\u3079\u304d\u3067\u3059\u304c\u3001\u53f0\u5e33\u306e\u5217\u304c\u9060\u304f\u3001\u624b\u4f5c\u696d\u3067\u306f\u7d9a\u304d\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** \u6f0f\u6c34\u3084\u51b7\u8535\u30b1\u30fc\u30b9\u306e\u4e0d\u5177\u5408\u3067\u4f7f\u7528\u91cf\u304c\u5897\u3048\u3066\u3082\u3001**\u8ee2\u8a18\u304c\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u884c\u308f\u308c\u308b\u305f\u3081\u3001\u6c17\u3065\u304f\u306e\u306f\u7fcc\u6708\u4ee5\u964d\u3067\u3059\u3002** \u305d\u306e\u9593\u306e\u5206\u306f\u3001\u305d\u306e\u307e\u307e\u652f\u6255\u308f\u308c\u307e\u3059\u3002","before_flow_steps":["\u4f1a\u54e1\u30b5\u30a4\u30c8\u304b\u3089PDF\u3092\u53d6\u308a\u51fa\u3057\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\u3002\u5e97\u8217\u304b\u3089\u5c4a\u3044\u305f\u30b9\u30ad\u30e3\u30f3\u3082\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308b","1\u679a\u305a\u3064\u958b\u304d\u3001\u5b9b\u540d\u30fb\u4f4f\u6240\u30fb\u304a\u5ba2\u3055\u307e\u756a\u53f7\u3092\u898b\u3066\u3001\u3069\u306e\u62e0\u70b9\u306e\u8acb\u6c42\u66f8\u304b\u3092\u6c7a\u3081\u308b","\u4f7f\u7528\u671f\u9593\u3001\u4f7f\u7528\u91cf\u3001\u8acb\u6c42\u91d1\u984d\u3092\u53f0\u5e33\u306e\u8a72\u5f53\u3059\u308b\u30bb\u30eb\u306b\u5165\u308c\u308b","\u524d\u6708\u306e\u5024\u3068\u898b\u6bd4\u3079\u3001\u5927\u304d\u304f\u9055\u3048\u3070\u30e1\u30e2\u3092\u6b8b\u3059","\u6708\u672b\u306b\u3001\u53f0\u5e33\u306e\u5408\u8a08\u3068\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u652f\u6255\u984d\u3092\u7a81\u304d\u5408\u308f\u305b\u308b","\u6c17\u306b\u306a\u3063\u305f\u62e0\u70b9\u306b\u3001\u7dcf\u52d9\u304b\u3089\u96fb\u8a71\u3067\u4e8b\u60c5\u3092\u805e\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u3053\u308c\u307e\u3067\u3069\u304a\u308a\u3001\u4f1a\u54e1\u30b5\u30a4\u30c8\u306ePDF\u3068\u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u3068\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u8acb\u6c42\u66f8\u306e\u9805\u76ee\uff08\u8acb\u6c42\u5143\u3001\u5b9b\u540d\u3001\u4f7f\u7528\u671f\u9593\u3001\u8acb\u6c42\u91d1\u984d\u306a\u3069\uff09\u3068\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u4f7f\u7528\u91cf\u30fb\u5358\u4f4d\u30fb\u5951\u7d04\u306e\u756a\u53f7\u306a\u3069\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u9805\u76ee\u306b\u7121\u3044\u5024\u3092\u672c\u6587\u304b\u3089\u53d6\u308a\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u306e\u756a\u53f7\u3067\u5951\u7d04\u30de\u30b9\u30bf\u3092\u5f15\u304d\u3001\u62e0\u70b9\u3068\u7a2e\u5225\uff08\u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\uff09\u3092\u6c7a\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u4f7f\u7528\u671f\u9593\u306e\u65e5\u6570\u3067\u5272\u3063\u305f1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u3068\u91d1\u984d\u3092\u8a08\u7b97\u3057\u3001\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u3068\u6bd4\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u62e0\u70b9\u3092\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u30fb\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u3082\u306e\u3092\u78ba\u8a8d\u5f85\u3061\u306b\u3001\u305d\u308c\u4ee5\u5916\u3092\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u5897\u3048\u65b9\u304c\u57fa\u6e96\u3092\u8d85\u3048\u305f\u62e0\u70b9\u3092\u4e00\u89a7\u306b\u3057\u3001\u7dcf\u52d9\u306b\u901a\u77e5\u3059\u308b\n9. **\u3010\u4eba\u3011** \u7d4c\u7406\u304c\u78ba\u8a8d\u5f85\u3061\u306e\u3082\u306e\u3060\u3051\u3092\u958b\u304d\u3001\u62e0\u70b9\u3068\u5024\u3092\u78ba\u304b\u3081\u3066\u53f0\u5e33\u306b\u78ba\u5b9a\u3059\u308b\n10. **\u3010\u4eba\u3011** \u7dcf\u52d9\u304c\u4e00\u89a7\u306e\u62e0\u70b9\u306b\u4e8b\u60c5\u3092\u78ba\u304b\u3081\u3001\u7d50\u679c\u3092\u53f0\u5e33\u306e\u30e1\u30e2\u6b04\u306b\u6b8b\u3059\n\n**9\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u958b\u304f\u306e\u306f\u5168\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5951\u7d04\u306e\u756a\u53f7\u3067\u62e0\u70b9\u304c\u6c7a\u307e\u308a\u3001\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u304c\u5341\u5206\u306a\u3082\u306e\u306f\u3001**\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306b\u5165\u3063\u305f\u3082\u306e\u3092\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u300136.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002\n\n**6\u756a\u76ee\u306e\u6bd4\u8f03\u3092\u6a5f\u68b0\u306e\u8a08\u7b97\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5897\u3048\u65b9\u306e\u57fa\u6e96\uff08\u4f55\uff05\u4ee5\u4e0a\u3001\u4f55\u5186\u4ee5\u4e0a\uff09\u306f\u81ea\u793e\u3067\u6c7a\u3081\u308b\u53d6\u308a\u6c7a\u3081\u3067\u3001**\u751f\u6210AI\u306b\u306f\u8a08\u7b97\u3082\u5224\u5b9a\u3082\u3055\u305b\u307e\u305b\u3093\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u3053\u308c\u307e\u3067\u3069\u304a\u308a\u3001\u4f1a\u54e1\u30b5\u30a4\u30c8\u306ePDF\u3068\u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u3068\u30da\u30fc\u30b8\u6570\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u8acb\u6c42\u66f8\u306e\u9805\u76ee\uff08\u8acb\u6c42\u5143\u3001\u5b9b\u540d\u3001\u4f7f\u7528\u671f\u9593\u3001\u8acb\u6c42\u91d1\u984d\u306a\u3069\uff09\u3068\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u4f7f\u7528\u91cf\u30fb\u5358\u4f4d\u30fb\u5951\u7d04\u306e\u756a\u53f7\u306a\u3069\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u9805\u76ee\u306b\u7121\u3044\u5024\u3092\u672c\u6587\u304b\u3089\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u5951\u7d04\u306e\u756a\u53f7\u3067\u5951\u7d04\u30de\u30b9\u30bf\u3092\u5f15\u304d\u3001\u62e0\u70b9\u3068\u7a2e\u5225\uff08\u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\uff09\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u4f7f\u7528\u671f\u9593\u306e\u65e5\u6570\u3067\u5272\u3063\u305f1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u3068\u91d1\u984d\u3092\u8a08\u7b97\u3057\u3001\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u62e0\u70b9\u3092\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u30fb\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u3082\u306e\u3092\u78ba\u8a8d\u5f85\u3061\u306b\u3001\u305d\u308c\u4ee5\u5916\u3092\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u5897\u3048\u65b9\u304c\u57fa\u6e96\u3092\u8d85\u3048\u305f\u62e0\u70b9\u3092\u4e00\u89a7\u306b\u3057\u3001\u7dcf\u52d9\u306b\u901a\u77e5\u3059\u308b","**\u3010\u4eba\u3011** \u7d4c\u7406\u304c\u78ba\u8a8d\u5f85\u3061\u306e\u3082\u306e\u3060\u3051\u3092\u958b\u304d\u3001\u62e0\u70b9\u3068\u5024\u3092\u78ba\u304b\u3081\u3066\u53f0\u5e33\u306b\u78ba\u5b9a\u3059\u308b","**\u3010\u4eba\u3011** \u7dcf\u52d9\u304c\u4e00\u89a7\u306e\u62e0\u70b9\u306b\u4e8b\u60c5\u3092\u78ba\u304b\u3081\u3001\u7d50\u679c\u3092\u53f0\u5e33\u306e\u30e1\u30e2\u6b04\u306b\u6b8b\u3059"],"architecture":"```\n\u8acb\u6c42\u66f8\uff08\u4f1a\u54e1\u30b5\u30a4\u30c8\u306ePDF\uff0f\u5e97\u8217\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u7d19\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\uff08Blob Storage\uff09\u3078\u306e\u4fdd\u5b58\nAzure Functions\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d\u3001\u91cd\u8907\u306e\u691c\u77e5\n   \u25bc\nAzure AI Document Intelligence\uff08\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\uff09\n   \u2502   \u8acb\u6c42\u5143\u30fb\u5b9b\u540d\u30fb\u4f7f\u7528\u671f\u9593\u30fb\u8acb\u6c42\u91d1\u984d\u30fb\u660e\u7d30\u30fb\u4fe1\u983c\u5ea6\n   \u25bc\nAzure OpenAI\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u2500\u2500 \u4f7f\u7528\u91cf\u30fb\u5358\u4f4d\u30fb\u5951\u7d04\u306e\u756a\u53f7\u3092\u672c\u6587\u304b\u3089\u53d6\u308a\u51fa\u3059\n   \u25bc\nAzure Functions \u2500\u2500 \u5951\u7d04\u30de\u30b9\u30bf\u3067\u62e0\u70b9\u3092\u6c7a\u3081\u308b\n   \u2502             \u2500\u2500 1\u65e5\u3042\u305f\u308a\u306b\u76f4\u3057\u3066\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u3068\u6bd4\u3079\u308b\n   \u25bc\n\u8cbb\u7528\u53f0\u5e33\u306e\u4e0b\u66f8\u304d \uff0b \u78ba\u8a8d\u5f85\u3061\u306e\u4e00\u89a7 \uff0b \u5897\u3048\u65b9\u306e\u5927\u304d\u3044\u62e0\u70b9\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u7d4c\u7406\u304c\u78ba\u8a8d\u5f85\u3061\u3060\u3051\u78ba\u5b9a\u3011\u3010\u7dcf\u52d9\u304c\u62e0\u70b9\u306b\u78ba\u8a8d\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Azure AI Document Intelligence\uff08\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb `prebuilt-invoice`\uff09 | Google Document AI |\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u9805\u76ee\u306b\u7121\u3044\u5024\u306e\u53d6\u308a\u51fa\u3057\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3057\u3001\u62e0\u70b9\u306e\u7167\u5408\u3068\u6bd4\u8f03\u3092\u884c\u3046\uff09 | Azure Logic Apps |\n| \u4fdd\u7ba1 | Azure Blob Storage\uff08\u8acb\u6c42\u66f8\u306e\u539f\u672c\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff09 | SharePoint |\n| \u53f0\u5e33 | \u62e0\u70b9\u5225\u306e\u8cbb\u7528\u53f0\u5e33\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u307e\u305f\u306f Microsoft Lists\uff09 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u88dc\u52a9\u53f0\u5e33 |\n\n**\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u652f\u6255\u306e\u51e6\u7406\u306f\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u62e0\u70b9\u5225\u306e\u8cbb\u7528\u53f0\u5e33\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002**\u5951\u7d04\u30de\u30b9\u30bf\u306f\u3001\u7dcf\u52d9\u304c\u6301\u3064\u5951\u7d04\u306e\u4e00\u89a7\u306b\u300c\u5951\u7d04\u306e\u756a\u53f7\u300d\u306e\u5217\u3092\u8db3\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Azure AI Document Intelligence \u306e\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u3059\u3002** \u58f2\u4e0a\u8acb\u6c42\u66f8\u3001**\u516c\u5171\u6599\u91d1**\u3001\u767a\u6ce8\u66f8\u304b\u3089\u4e3b\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u54c1\u76ee\u3092\u62bd\u51fa\u3059\u308b\u3068\u3055\u308c\u3001\u5bfe\u5fdc\u3059\u308b\u6587\u66f8\u306e\u7a2e\u985e\u306b**\u5149\u71b1\u8cbb**\u304c\u6319\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u5bfe\u5fdc\u8a00\u8a9e\u306b\u306f\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u542b\u307e\u308c\u3001\u901a\u8ca8\u30b3\u30fc\u30c9\u306b\u306f\u65e5\u672c\u5186\uff08`JPY`\uff09\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u73fe\u572827\u8a00\u8a9e\u306e\u8acb\u6c42\u66f8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u53d6\u308a\u51fa\u305b\u308b\u9805\u76ee\u306b\u306f\u3001\u4f7f\u7528\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u304c\u3042\u308a\u307e\u3059\u3002** \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u30b9\u30ad\u30fc\u30de\u306b\u306f\u3001\u8acb\u6c42\u5143\uff08`VendorName`\uff09\u3001\u5b9b\u540d\uff08`CustomerName`\uff09\u3001\u9867\u5ba2\u306e\u756a\u53f7\uff08`CustomerId`\uff09\u3001\u8acb\u6c42\u65e5\uff08`InvoiceDate`\uff09\u3001\u652f\u6255\u671f\u9650\uff08`DueDate`\uff09\u3001**\u30b5\u30fc\u30d3\u30b9\u306e\u671f\u9593\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\uff08`ServiceStartDate`\u3001`ServiceEndDate`\uff09**\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u5834\u6240\uff08`ServiceAddress`\uff09\u3001\u8acb\u6c42\u91d1\u984d\uff08`InvoiceTotal`\uff09\u3001\u652f\u6255\u984d\uff08`AmountDue`\uff09\u3001\u660e\u7d30\uff08`Items`\u3002\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\uff09\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002**\u5149\u71b1\u8cbb\u306e\u8acb\u6c42\u66f8\u306e\u300c\u4f7f\u7528\u671f\u9593\u300d\u3068\u300c\u4f9b\u7d66\u5834\u6240\u300d\u306f\u3001\u3053\u306e2\u3064\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\n\n**\u305f\u3060\u3057\u3001\u65e5\u672c\u306e\u516c\u5171\u6599\u91d1\u306e\u8acb\u6c42\u66f8\u3067\u3001\u3069\u306e\u9805\u76ee\u304c\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b\u306f\u66f8\u5f0f\u306b\u3088\u308a\u307e\u3059\u3002** \u4f7f\u7528\u91cf\uff08kWh\u3001\u33a5\uff09\u304c\u660e\u7d30\u306e\u6570\u91cf\u3068\u3057\u3066\u53d6\u308c\u308b\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u53d6\u308c\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u5168\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u751f\u6210AI\u306b\u53d6\u308a\u51fa\u3055\u305b\u307e\u3059\u3002** \u6700\u521d\u306e\u8a66\u9a13\u3067\u3001\u76f8\u624b\u5148\u3054\u3068\u306b\u3069\u306e\u9805\u76ee\u304c\u53d6\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304a\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306f Azure Blob Storage \u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u306b\u3057\u3001Azure Functions \u306e Blob 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PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3068\u7d4c\u8def\uff08\u4f1a\u54e1\u30b5\u30a4\u30c8\uff0f\u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\uff09 | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3001\u660e\u7d30\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u3001\u8868\u3001**\u4fe1\u983c\u5ea6** | Azure AI Document Intelligence |\n| \u5951\u7d04\u30de\u30b9\u30bf | \u62e0\u70b9\u30b3\u30fc\u30c9\u3001\u62e0\u70b9\u540d\u3001\u7a2e\u5225\u3001\u76f8\u624b\u5148\u3001**\u5951\u7d04\u306e\u756a\u53f7**\uff08\u304a\u5ba2\u3055\u307e\u756a\u53f7\u3001\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u3001\u56de\u7dda\u756a\u53f7\uff09\u3001\u5951\u7d04\u306e\u958b\u59cb\u30fb\u7d42\u4e86 | \u7dcf\u52d9\u306e\u5951\u7d04\u306e\u4e00\u89a7 |\n| \u904e\u53bb\u306e\u53f0\u5e33 | 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\u304b\u3089\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\uff08`prebuilt-invoice`\uff09\u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\u8fd4\u3063\u3066\u304f\u308bJSON\u306f3\u3064\u306b\u5206\u304b\u308c\u3001**`documentResults` \u306b\u8acb\u6c42\u66f8\u56fa\u6709\u306e\u5024\u3068\u54c1\u76ee\u3001`pageResults` \u306b\u8868\u3068\u30bb\u30eb\u3068\u4fe1\u983c\u5ea6\u3001`readResults` \u306b\u8a8d\u8b58\u3055\u308c\u305f\u5168\u30c6\u30ad\u30b9\u30c8**\u304c\u5165\u308a\u307e\u3059\u3002\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u306e\u8fd4\u5374\u306f\u65e2\u5b9a\u3067\u7121\u52b9\u306a\u306e\u3067\u3001**\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u6709\u52b9\u306b\u3057\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u5143\u30fb\u5b9b\u540d\u30fb\u9867\u5ba2\u306e\u756a\u53f7 | `documentResults` \u306e `VendorName`\u3001`CustomerName`\u3001`CustomerId` | \u7a2e\u5225\u3068\u62e0\u70b9\u306e\u5019\u88dc |\n| \u4f7f\u7528\u671f\u9593 | `ServiceStartDate`\u3001`ServiceEndDate` | \u65e5\u6570\u306e\u8a08\u7b97 |\n| \u8acb\u6c42\u91d1\u984d\u30fb\u652f\u6255\u984d | `InvoiceTotal`\u3001`AmountDue` | \u53f0\u5e33\u306e\u91d1\u984d |\n| \u4f9b\u7d66\u5834\u6240 | `ServiceAddress` | \u62e0\u70b9\u306e\u7167\u5408\u306e\u88dc\u52a9 |\n| \u660e\u7d30 | `Items`\uff08\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u91d1\u984d\uff09 | \u4f7f\u7528\u91cf\u3068\u5358\u4f4d\u306e\u5019\u88dc |\n| \u5168\u30c6\u30ad\u30b9\u30c8\u30fb\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2 | `readResults`\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u8fd4\u5374 | \u4e0a\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u3092\u751f\u6210AI\u304c\u62fe\u3046 |\n\n**\u62e0\u70b9\u3092\u6c7a\u3081\u308b\u9806\u306f\u3001\u5951\u7d04\u306e\u756a\u53f7\u3001\u4f9b\u7d66\u5834\u6240\u306e\u4f4f\u6240\u3001\u5b9b\u540d\u306e\u9806\u3067\u3059\u3002** 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\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u5165\u529b\u306fPDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3059\u3002\u4f1a\u54e1\u30b5\u30a4\u30c8\u304b\u3089CSV\u3067\u53d6\u308c\u308b\u76f8\u624b\u5148\u306f\u3001OCR\u3092\u901a\u3055\u305a\u76f4\u63a5\u53d6\u308a\u8fbc\u307f\u307e\u3059\n2. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba** \u2026 PDF\u3068TIFF\u306f\u6700\u59272,000\u30da\u30fc\u30b8\u3001\u6709\u6599\uff08S0\uff09\u30ec\u30d9\u30eb\u3067500MB\u307e\u3067\u3067\u3059\u3002Free \u30ec\u30d9\u30eb\u306f\u6700\u521d\u306e2\u30da\u30fc\u30b8\u3057\u304b\u51e6\u7406\u3055\u308c\u307e\u305b\u3093\n3. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u89e3\u9664** \u2026 \u4f1a\u54e1\u30b5\u30a4\u30c8\u306ePDF\u306b\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u4ed8\u304f\u76f8\u624b\u5148\u304c\u3042\u308a\u307e\u3059\u3002**\u63d0\u51fa\u524d\u306b\u30ed\u30c3\u30af\u3092\u89e3\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059**\n4. **1\u30d5\u30a1\u30a4\u30eb\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8** \u2026 \u5e97\u8217\u3067\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u3082\u306e\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u307e\u3059\n5. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5951\u7d04\u306e\u756a\u53f7\u30fb\u540c\u3058\u4f7f\u7528\u671f\u9593\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\n6. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u62bd\u51fa\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u6700\u5c0f\u9ad8\u3055\u306f\u30011024\u00d7768\u306e\u753b\u50cf\u306712\u30d4\u30af\u30bb\u30eb\uff08150dpi\u3067\u7d048\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3059\u3002**\u691c\u91dd\u7968\u306e\u5c0f\u3055\u306a\u6587\u5b57\u306f\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6c34\u9053\u306e\u691c\u91dd\u7968\u306f\u5c0f\u3055\u306a\u7528\u7d19\u306b\u7d30\u304b\u3044\u5b57\u3067\u5370\u5b57\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u4f7f\u7528\u91cf\u306e\u6570\u5b57\u3060\u3051\u304c\u8aad\u3081\u305a\u306b\u6b8b\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5e97\u8217\u306e\u8907\u5408\u6a5f\u306e\u30b9\u30ad\u30e3\u30f3\u8a2d\u5b9a\u3092\u3001\u672c\u90e8\u3067\u4e00\u5ea6\u305d\u308d\u3048\u3066\u304a\u304d\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**OCR\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u3092\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u53d6\u308a\u51fa\u3055\u305b\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u62e0\u70b9\u306e\u6c7a\u5b9a\u3001\u65e5\u6570\u306e\u8a08\u7b97\u3001\u6bd4\u8f03\u306f\u30b3\u30fc\u30c9\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u53d6\u308a\u51fa\u3059\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u7a2e\u5225 | \u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\u306e\u3069\u308c\u304b | \u8ff7\u3048\u3070 `unknown` |\n| \u5951\u7d04\u306e\u756a\u53f7 | \u304a\u5ba2\u3055\u307e\u756a\u53f7\u3001\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u3001\u56de\u7dda\u756a\u53f7\u3002**\u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u306e\u307e\u307e** | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a |\n| \u4f7f\u7528\u91cf\u3068\u5358\u4f4d | kWh\u3001\u33a5 \u306a\u3069\u3002\u901a\u4fe1\u306f\u7a7a | \u5358\u4f4d\u304c\u7121\u3051\u308c\u3070 `ambiguous` |\n| \u4f7f\u7528\u671f\u9593 | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051 | \u691c\u91dd\u65e5\u3057\u304b\u7121\u3051\u308c\u3070 `ambiguous` |\n| \u91d1\u984d\u306e\u5185\u8a33 | \u57fa\u672c\u6599\u91d1\u3001\u4f7f\u7528\u91cf\u306e\u6599\u91d1\u3001\u8abf\u6574\u984d\u3001\u6d88\u8cbb\u7a0e | \u5185\u8a33\u304c\u7121\u3051\u308c\u3070\u7a7a |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u62e0\u70b9\u3092\u6c7a\u3081\u308b | \u5951\u7d04\u30de\u30b9\u30bf\u3068\u306e\u7167\u5408\u306f\u30b3\u30fc\u30c9\u3067\u884c\u3046 |\n| \u756a\u53f7\u306e\u88dc\u5b8c | \u6841\u3092\u8db3\u3059\u3001\u4f3c\u305f\u756a\u53f7\u306b\u76f4\u3059\u3068\u3001\u5225\u306e\u62e0\u70b9\u306b\u7d50\u3073\u4ed8\u304f |\n| \u4f7f\u7528\u91cf\u306e\u8a08\u7b97 | \u91d1\u984d\u304b\u3089\u5358\u4fa1\u3067\u5272\u308a\u623b\u3057\u3066\u57cb\u3081\u306a\u3044 |\n| \u5897\u3048\u305f\u7406\u7531\u306e\u63a8\u6e2c | \u7406\u7531\u306f\u62e0\u70b9\u306b\u78ba\u304b\u3081\u308b |\n\n**2\u884c\u76ee\u30683\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u756a\u53f7\u306e1\u6841\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u3001\u751f\u6210AI\u306f\u5951\u7d04\u30de\u30b9\u30bf\u306b\u8fd1\u3044\u756a\u53f7\u3078\u5bc4\u305b\u3088\u3046\u3068\u3057\u3001**\u4f7f\u7528\u91cf\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u306f\u91d1\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u898b\u3064\u3051\u305f\u304b\u3063\u305f\u8aa4\u308a\u3084\u7570\u5e38\u3092\u6d88\u3057\u3066\u3057\u307e\u3044\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\u7d4c\u7406\u62c5\u5f53\u3067\u3059\u3002\u516c\u5171\u6599\u91d1\u30fb\u901a\u4fe1\u6599\u91d1\u306e\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u3001\n\u6307\u5b9a\u306e\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\nutility_type \/ contract_numbers \/ usage \/ usage_unit \/\nperiod_start \/ period_end \/ charges\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- utility_type \u306f electricity \/ gas \/ water \/ telecom \/ unknown \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u306e\u756a\u53f7\uff08\u304a\u5ba2\u3055\u307e\u756a\u53f7\u3001\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u3001\u56de\u7dda\u756a\u53f7\u306a\u3069\uff09\u306f\u3001\n  \u66f8\u304b\u308c\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\u8a18\u53f7\u3092\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u756a\u53f7\u306e\u7a2e\u985e\u304c\u5206\u304b\u308b\u5834\u5408\u306f label \u306b\u9805\u76ee\u540d\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u7528\u91cf\u306f\u3001\u8acb\u6c42\u66f8\u306b\u66f8\u304b\u308c\u305f\u6570\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u91d1\u984d\u3084\u5358\u4fa1\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null \u3067\u3059\u3002\n- \u4f7f\u7528\u671f\u9593\u306f\u3001\u8acb\u6c42\u66f8\u306b\u300c\u4f7f\u7528\u671f\u9593\u300d\u300c\u3054\u4f7f\u7528\u671f\u9593\u300d\u306a\u3069\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u691c\u91dd\u65e5\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001period_status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- charges \u306b\u306f\u3001\u57fa\u672c\u6599\u91d1\u3001\u4f7f\u7528\u91cf\u306e\u6599\u91d1\u3001\u8abf\u6574\u984d\u3001\u6d88\u8cbb\u7a0e\u306a\u3069\u3001\n  \u8acb\u6c42\u66f8\u306b\u5185\u8a33\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u884c\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62e0\u70b9\u540d\u3084\u5e97\u8217\u540d\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u9805\u76ee\u306e evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305f\u5024\u3011{invoice_fields}\n\u3010\u5168\u30c6\u30ad\u30b9\u30c8\u3011{read_text}\n```\n\n**\u300c\u91d1\u984d\u3084\u5358\u4fa1\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u4f7f\u7528\u91cf\u304c\u57cb\u307e\u308a\u307e\u3059\u3002** \u5358\u4fa1\u304c\u66f8\u304b\u308c\u305f\u8acb\u6c42\u66f8\u3067\u306f\u3001\u751f\u6210AI\u306f\u91d1\u984d\u3092\u5358\u4fa1\u3067\u5272\u3063\u3066\u4f7f\u7528\u91cf\u3092\u51fa\u305d\u3046\u3068\u3057\u307e\u3059\u3002**\u57cb\u307e\u3063\u305f\u4f7f\u7528\u91cf\u306f\u6b63\u3057\u305d\u3046\u306b\u898b\u3048\u308b\u306e\u3067\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file_id\": \"\",\n  \"utility_type\": \"electricity | gas | water | telecom | unknown\",\n  \"vendor_name\": \"\",\n  \"contract_numbers\": [ { \"label\": \"\", \"value\": \"\", \"evidence\": \"\" } ],\n  \"period_start\": null,\n  \"period_end\": null,\n  \"period_status\": \"ok | ambiguous | missing\",\n  \"usage\": null,\n  \"usage_unit\": null,\n  \"invoice_total\": 0,\n  \"charges\": [ { \"label\": \"\", \"amount\": 0 } ],\n  \"site\": { \"site_code\": null, \"match_by\": \"contract_number | address | none\" },\n  \"comparison\": {\n    \"per_day_usage\": null, \"per_day_amount\": null,\n    \"vs_last_month_pct\": null, \"vs_last_year_pct\": null,\n    \"flag\": \"none | increase | first_record | no_history\"\n  },\n  \"status\": \"ready | needs_review\"\n}\n```\n\n**`site` \u3068 `comparison` \u306f\u3001\u751f\u6210AI\u3067\u306f\u306a\u304f\u30b3\u30fc\u30c9\u304c\u57cb\u3081\u307e\u3059\u3002** \u751f\u6210AI\u306b\u8fd4\u3055\u305b\u308b\u306e\u306f `utility_type` \u304b\u3089 `charges` \u307e\u3067\u3067\u3001Azure OpenAI \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002`json_schema` \u306b `strict: true` \u3092\u6307\u5b9a\u3057\u3001**\u5168\u30d5\u30a3\u30fc\u30eb\u30c9\u3092 required \u306b\u3057\u3066\u3001\u7701\u7565\u3057\u3066\u3088\u3044\u5024\u306f `null` \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u578b\u3067\u8868\u3057\u307e\u3059\u3002**\n\n**`per_day_usage` \u3067\u6bd4\u3079\u308b\u7406\u7531\u306f\u7b2c1\u7ae0\u306e\u3068\u304a\u308a\u3067\u3059\u3002** \u4f7f\u7528\u671f\u9593\u306e\u65e5\u6570\u3067\u5272\u308a\u3001\u524d\u6708\u3068\u524d\u5e74\u540c\u6708\u306e\u540c\u3058\u5024\u3068\u6bd4\u3079\u307e\u3059\u3002`flag` \u3092 `increase` \u306b\u3059\u308b\u57fa\u6e96\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | `flag` |\n|:--|:--|\n| 1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u304c\u524d\u5e74\u540c\u6708\u6bd4\u306730\uff05\u4ee5\u4e0a\u5897\u3048\u3001\u304b\u3064\u6708\u306e\u91d1\u984d\u30671\u4e07\u5186\u4ee5\u4e0a\u5897\u3048\u305f | `increase` |\n| \u524d\u5e74\u540c\u6708\u306e\u8a18\u9332\u304c\u7121\u304f\u3001\u524d\u6708\u6bd4\u306750\uff05\u4ee5\u4e0a\u5897\u3048\u305f | `increase` |\n| \u305d\u306e\u62e0\u70b9\u30fb\u7a2e\u5225\u3067\u521d\u3081\u3066\u306e\u8acb\u6c42\u66f8 | `first_record` |\n| \u524d\u6708\u3082\u524d\u5e74\u540c\u6708\u3082\u8a18\u9332\u304c\u7121\u3044 | `no_history` |\n\n\u8a08\u7b97\u306e\u4f8b\u30921\u3064\u6319\u3052\u307e\u3059\u3002\u3042\u308b\u5e97\u8217\u306e\u96fb\u6c17\u306e\u8acb\u6c42\u66f8\u3067\u3001\u4eca\u6708\u306f\u4f7f\u7528\u671f\u9593\u304c33\u65e5\u30fb\u4f7f\u7528\u91cf\u304c9,900kWh\u3001\u524d\u5e74\u540c\u6708\u306f29\u65e5\u30fb7,250kWh\u3060\u3063\u305f\u3068\u3057\u307e\u3059\u3002\n\n| | \u4f7f\u7528\u671f\u9593 | \u4f7f\u7528\u91cf | 1\u65e5\u3042\u305f\u308a |\n|:--|--:|--:|--:|\n| \u4eca\u6708 | 33\u65e5 | 9,900kWh | 300kWh |\n| \u524d\u5e74\u540c\u6708 | 29\u65e5 | 7,250kWh | 250kWh |\n\n**\u6708\u306e\u4f7f\u7528\u91cf\u3067\u6bd4\u3079\u308b\u3068\u7d0437\uff05\u306e\u5897\u52a0\u3067\u3059\u304c\u30011\u65e5\u3042\u305f\u308a\u3067\u306f20\uff05\u306e\u5897\u52a0\u3067\u3059\u3002** 30\uff05\u306e\u57fa\u6e96\u306a\u3089\u3001\u3053\u306e\u5e97\u8217\u306f\u4e00\u89a7\u306b\u8f09\u308a\u307e\u305b\u3093\u3002**\u671f\u9593\u304c4\u65e5\u9577\u304b\u3063\u305f\u3060\u3051\u306e\u5897\u52a0\u3092\u3001\u62e0\u70b9\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u306e\u6570\u5b57\u306f\u4f8b\u3067\u3059\u3002** \u5272\u5408\u3060\u3051\u3067\u5224\u5b9a\u3059\u308b\u3068\u3001\u3082\u3068\u3082\u3068\u5c0f\u3055\u3044\u62e0\u70b9\u306e\u5c0f\u3055\u306a\u5909\u5316\u304c\u6bce\u6708\u4e26\u3073\u307e\u3059\u3002**\u91d1\u984d\u306e\u4e0b\u9650\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u4fa1\u5024\u306e\u3042\u308b\u62e0\u70b9\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u9818\u30d5\u30a9\u30eb\u30c0 | Blob \u30b9\u30c8\u30ec\u30fc\u30b8 \u30c8\u30ea\u30ac\u30fc | \u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066\u95a2\u6570\u3092\u52d5\u304b\u3059 |\n| Azure AI Document Intelligence | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u30fb\u660e\u7d30\u30fb\u5168\u30c6\u30ad\u30b9\u30c8\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Azure OpenAI | \u69cb\u9020\u5316\u51fa\u529b | \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u3092\u8fd4\u3059 |\n| \u5951\u7d04\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u5951\u7d04\u306e\u756a\u53f7\u304b\u3089\u62e0\u70b9\u3068\u7a2e\u5225\u3092\u5f15\u304f |\n| \u62e0\u70b9\u5225\u306e\u8cbb\u7528\u53f0\u5e33 | \u4e0b\u66f8\u304d\u306e\u884c\u306e\u8ffd\u52a0 | `ready` \u306f\u4e0b\u66f8\u304d\u306b\u3001`needs_review` \u306f\u78ba\u8a8d\u5f85\u3061\u306b |\n| \u7dcf\u52d9\u3078\u306e\u901a\u77e5 | \u30c1\u30e3\u30c3\u30c8\u307e\u305f\u306f\u30e1\u30fc\u30eb | `increase` \u306e\u62e0\u70b9\u306e\u4e00\u89a7 |\n\n\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u62e0\u70b9\u30fb\u7a2e\u5225\u30fb\u6708\u3054\u3068\u306b\u6b21\u306e1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u62e0\u70b9\u30b3\u30fc\u30c9\u30fb\u7a2e\u5225\u30fb\u5bfe\u8c61\u6708 | \u5951\u7d04\u30de\u30b9\u30bf\u3067\u6c7a\u3081\u305f\u62e0\u70b9\u3068\u3001\u4f7f\u7528\u671f\u9593\u306e\u7d42\u308f\u308a\u306e\u6708 |\n| \u4f7f\u7528\u671f\u9593\u30fb\u65e5\u6570\u30fb\u4f7f\u7528\u91cf\u30fb\u91d1\u984d | \u8aad\u307f\u53d6\u3063\u305f\u5024\u3068\u3001\u8a08\u7b97\u3057\u305f\u65e5\u6570 |\n| 1\u65e5\u3042\u305f\u308a\u306e\u4f7f\u7528\u91cf\u30fb\u91d1\u984d | \u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u5024 |\n| \u524d\u6708\u6bd4\u30fb\u524d\u5e74\u540c\u6708\u6bd4\u30fb`flag` | \u6bd4\u8f03\u306e\u7d50\u679c |\n| \u72b6\u614b | \u4e0b\u66f8\u304d\uff0f\u78ba\u8a8d\u5f85\u3061\uff0f\u78ba\u5b9a |\n| \u539f\u672c\u3078\u306e\u30ea\u30f3\u30af | \u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u306e\u8acb\u6c42\u66f8\u30d5\u30a1\u30a4\u30eb |\n\n**\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3092\u884c\u3054\u3068\u306b\u6301\u305f\u305b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u6642\u9593\u3092\u77ed\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u53f0\u5e33\u306e\u5024\u306b\u7591\u554f\u3092\u6301\u3063\u305f\u3068\u304d\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u63a2\u3055\u305a\u306b1\u56de\u3067\u539f\u672c\u304c\u958b\u3051\u307e\u3059\u3002\n\n**\u5951\u7d04\u30de\u30b9\u30bf\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u65b0\u3057\u3044\u756a\u53f7\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001**\u8ffd\u52a0\u3059\u308b\u304b\u306f\u7dcf\u52d9\u304c\u5951\u7d04\u66f8\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u3063\u305f\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u8db3\u3059\u3068\u3001\u8aad\u307f\u8aa4\u3063\u305f\u756a\u53f7\u304c\u6b63\u3057\u3044\u756a\u53f7\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `needs_review` \u306e\u3082\u306e\u3060\u3051\u3067\u3059\u3002** `ready` \u306e\u3082\u306e\u306f\u4e0b\u66f8\u304d\u306e\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u62e0\u70b9\u3092\u6d41\u3057\u898b\u3066\u3001\u307e\u3068\u3081\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n1. **\u62e0\u70b9\u304c\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u5148\u306b\u898b\u308b** \u2026 `match_by: none`\u3002\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u304c\u539f\u56e0\u306a\u3089\u3001\u7dcf\u52d9\u306b\u8ffd\u52a0\u3092\u983c\u307f\u307e\u3059\n2. **\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u5024\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u308b** \u2026 \u4f7f\u7528\u91cf\u30fb\u91d1\u984d\u30fb\u4f7f\u7528\u671f\u9593\u306e\u3069\u308c\u304b\u306e\u4fe1\u983c\u5ea6\u304c\u4f4e\u3044\u3082\u306e\n3. **`increase` \u306e\u62e0\u70b9\u3092\u7dcf\u52d9\u304c\u78ba\u304b\u3081\u308b** \u2026 \u62e0\u70b9\u306e\u51fa\u6765\u4e8b\u306e\u8868\u3092\u898b\u3066\u304b\u3089\u3001\u5e97\u8217\u306b\u4e8b\u60c5\u3092\u805e\u304d\u307e\u3059\n4. **\u5024\u3092\u76f4\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u8acb\u6c42\u66f8\u306e\u3001\u3069\u306e\u9805\u76ee\u3092\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001360\u679a\u3092\u306a\u3089\u3057\u30661\u679a2\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u304c1\u301c2\u5272\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3092\u8d85\u3048\u308b\u6708\u306f\u3001\u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304b\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u3092\u7591\u3044\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | \u89e3\u9664\u3057\u3066\u518d\u6295\u5165\u3002**\u4f1a\u54e1\u30b5\u30a4\u30c8\u306e\u8a2d\u5b9a\u3067\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5916\u305b\u308b\u76f8\u624b\u5148\u306f\u5916\u3059** |\n| \u62e0\u70b9\u304c\u6c7a\u307e\u3089\u306a\u3044 | `needs_review`\u3002\u5951\u7d04\u30de\u30b9\u30bf\u306e\u756a\u53f7\u306e\u629c\u3051\u3092\u7dcf\u52d9\u3078 |\n| \u4f7f\u7528\u671f\u9593\u304c\u8aad\u3081\u306a\u3044 | \u65e5\u6570\u306e\u8a08\u7b97\u3092\u305b\u305a\u3001`flag` \u3092\u4ed8\u3051\u306a\u3044\u3002\u91d1\u984d\u3060\u3051\u53f0\u5e33\u306b\u5165\u308c\u308b |\n| \u8acb\u6c42\u66f8\u3067\u306a\u3044\u66f8\u985e\uff08\u304a\u77e5\u3089\u305b\u3001\u5951\u7d04\u5909\u66f4\u306e\u6848\u5185\uff09 | \u7a2e\u5225 `unknown` \u3067\u4eba\u3078\u3002**\u6599\u91d1\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u7dcf\u52d9\u306b\u56de\u3059** |\n| \u540c\u3058\u8acb\u6c42\u66f8\u304c\u4e8c\u5ea6\u5c4a\u304f | \u5951\u7d04\u306e\u756a\u53f7\u3068\u4f7f\u7528\u671f\u9593\u3067\u7167\u5408\u3057\u3001\u4e8c\u91cd\u306b\u53d6\u308a\u8fbc\u307e\u306a\u3044 |\n| \u524d\u6708\u306e\u904e\u4e0d\u8db3\u306e\u7cbe\u7b97\u3067\u91d1\u984d\u304c\u30de\u30a4\u30ca\u30b9\u3084\u6975\u7aef\u306b\u5c0f\u3055\u3044 | \u6bd4\u8f03\u306b\u4f7f\u308f\u305a `needs_review`\u3002**\u7cbe\u7b97\u306e\u884c\u3092\u53f0\u5e33\u306e\u30e1\u30e2\u6b04\u306b\u6b8b\u3059** |\n| \u7de0\u3081\u306e\u65e5\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u8acb\u6c42\u66f8 | \u62e0\u70b9\u3068\u7a2e\u5225\u306e\u4e00\u89a7\u3092\u7d4c\u7406\u306b\u51fa\u3057\u3001\u4f1a\u54e1\u30b5\u30a4\u30c8\u3092\u78ba\u304b\u3081\u308b |\n| \u95a2\u6570\u304c\u4f55\u5ea6\u3082\u5931\u6557\u3059\u308b | \u65e2\u5b9a\u30675\u56de\u306e\u518d\u8a66\u884c\u306e\u5f8c\u3001`webjobs-blobtrigger-poison` \u306e\u30ad\u30e5\u30fc\u306b\u5165\u308b\u3002**\u6bce\u671d\u3053\u306e\u30ad\u30e5\u30fc\u3092\u898b\u308b** |\n\n**4\u884c\u76ee\u306e\u6599\u91d1\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u6368\u3066\u305a\u306b\u7dcf\u52d9\u3078\u56de\u3057\u307e\u3059\u3002** \u5358\u4fa1\u304c\u5909\u308f\u3063\u305f\u6708\u306f\u3001\u4f7f\u7528\u91cf\u304c\u540c\u3058\u3067\u3082\u91d1\u984d\u304c\u5897\u3048\u307e\u3059\u3002**\u304a\u77e5\u3089\u305b\u3092\u898b\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6708\u306e `increase` \u3092\u554f\u3044\u5408\u308f\u305b\u308b\u524d\u306b\u7406\u7531\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8acb\u6c42\u66f8\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\n- \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\n- \u62e0\u70b9\u306e\u6c7a\u3081\u65b9\uff08`match_by`\uff09\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5951\u7d04\u30de\u30b9\u30bf\u306e\u884c**\n- 1\u65e5\u3042\u305f\u308a\u306e\u5024\u3068\u6bd4\u8f03\u306e\u7d50\u679c\u3001`flag`\n- \u4eba\u304c\u5024\u3084\u62e0\u70b9\u3092\u76f4\u3057\u305f\u8a18\u9332\n- `increase` \u306e\u62e0\u70b9\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\uff08\u7406\u7531\u3001\u5bfe\u5fdc\uff09\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u7fcc\u5e74\u306e\u6bd4\u8f03\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u53bb\u5e74\u306e8\u6708\u306b\u6f0f\u6c34\u3067\u5897\u3048\u305f\u62e0\u70b9\u306f\u3001\u4eca\u5e74\u306e8\u6708\u306e\u524d\u5e74\u540c\u6708\u6bd4\u304c\u5927\u304d\u304f\u4e0b\u304c\u3063\u3066\u898b\u3048\u307e\u3059\u3002**\u7406\u7531\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u4e0b\u304c\u308a\u65b9\u3092\u6b63\u3057\u304f\u8aad\u3081\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u8acb\u6c42\u66f8\u304b\u3089\u3001\u96fb\u6c17\u30fb\u30ac\u30b9\u30fb\u6c34\u9053\u30fb\u901a\u4fe1\u3092\u5408\u308f\u305b\u306630\u679a\u3092\u9078\u3076\uff08**\u5e97\u8217\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u7d19\u3092\u5fc5\u305a\u542b\u3081\u308b**\uff09\n2. \u305d\u306e30\u679a\u306b\u3064\u3044\u3066\u3001\u53f0\u5e33\u306b\u5165\u308c\u305f\u5024\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. Document Intelligence Studio \u3067\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3092\u9078\u3073\u300130\u679a\u30921\u679a\u305a\u3064\u8aad\u307f\u53d6\u308b\n4. \u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u306b\u3064\u3044\u3066\u3001\u5168\u30c6\u30ad\u30b9\u30c8\u3092\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u300c\u4f7f\u7528\u671f\u9593\u30fb\u4f7f\u7528\u91cf\u3068\u5358\u4f4d\u30fb\u5951\u7d04\u306e\u756a\u53f7\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u53f0\u5e33\u306b\u5165\u308c\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u679a\u3067\u78ba\u304b\u3081\u308b\u306e\u306f\u3001\u76f8\u624b\u5148\u3054\u3068\u306b\u3069\u306e\u9805\u76ee\u304c\u53d6\u308c\u308b\u304b\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u4f7f\u7528\u671f\u9593\u30fb\u91d1\u984d\u30fb\u756a\u53f7\u304c\u53f0\u5e33\u3068\u4e00\u81f4\u3057\u305f | **\u30c8\u30ea\u30ac\u30fc\u3068\u5951\u7d04\u30de\u30b9\u30bf\u306e\u7167\u5408\u306b\u9032\u3080** |\n| \u4f7f\u7528\u91cf\u3092\u91d1\u984d\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u3060\u3051\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044 | **\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** 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\u5272\u5408\u3068\u91d1\u984d\u306e\u4e0b\u9650\u3092\u7d44\u307f\u5408\u308f\u305b\u308b |\n| \u6599\u91d1\u6539\u5b9a\u306e\u6708\u306b\u5168\u5e97\u304c\u5897\u3048\u308b | \u304a\u77e5\u3089\u305b\u3092\u7dcf\u52d9\u306b\u56de\u3057\u3001\u62e0\u70b9\u306e\u51fa\u6765\u4e8b\u306b\u5165\u308c\u308b |\n| \u5c4a\u3044\u3066\u3044\u306a\u3044\u8acb\u6c42\u66f8\u306b\u6c17\u3065\u304b\u306a\u3044 | \u67081\u56de\u3001\u5951\u7d04\u30de\u30b9\u30bf\u304b\u3089\u672a\u7740\u3092\u6d17\u3044\u51fa\u3059 |\n| \u6539\u88c5\u3057\u305f\u62e0\u70b9\u306b\u6bce\u6708\u554f\u3044\u5408\u308f\u305b\u308b | \u62e0\u70b9\u306e\u51fa\u6765\u4e8b\u306e\u8868\u3092\u6bd4\u8f03\u306e\u524d\u306b\u898b\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 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\u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3067\u53d6\u308c\u306a\u304b\u3063\u305f\u5024\u306e\u53d6\u308a\u51fa\u3057\u306b\u5fc5\u8981\u306a\u5168\u30c6\u30ad\u30b9\u30c8\u3067\u3059\u3002**\u53e3\u5ea7\u756a\u53f7\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u884c\u306f\u3001\u6e21\u3059\u524d\u306b\u9664\u304f**\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059\n2. **\u4f1a\u54e1\u30b5\u30a4\u30c8\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u5171\u6709\u3057\u306a\u3044** \u2026 PDF\u3092\u53d6\u308a\u51fa\u3059\u305f\u3081\u306e\u4f1a\u54e1\u30b5\u30a4\u30c8\u306eID\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u3001\u62c5\u5f53\u8005\u306e\u9593\u3067\u8868\u8a08\u7b97\u306b\u66f8\u3044\u3066\u56de\u3055\u305a\u3001\u7ba1\u7406\u306e\u65b9\u6cd5\u3092\u6c7a\u3081\u307e\u3059\n3. **\u5951\u7d04\u30de\u30b9\u30bf\u3092\u5916\u90e8\u3078\u51fa\u3055\u306a\u3044** \u2026 \u62e0\u70b9\u3068\u5951\u7d04\u306e\u756a\u53f7\u304c\u307e\u3068\u307e\u3063\u305f\u4e00\u89a7\u3067\u3059\u3002**\u7167\u5408\u306f Azure Functions \u306e\u5074\u3067\u884c\u3044\u3001\u30de\u30b9\u30bf\u305d\u306e\u3082\u306e\u3092\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093**\n4. **\u5897\u3048\u305f\u7406\u7531\u3092\u6c7a\u3081\u3064\u3051\u306a\u3044** \u2026 \u4e00\u89a7\u306f\u300c\u5897\u3048\u65b9\u304c\u5927\u304d\u3044\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3067\u3059\u3002**\u5e97\u8217\u306b\u78ba\u304b\u3081\u308b\u524d\u306b\u3001\u62c5\u5f53\u8005\u306e\u8cac\u4efb\u306e\u3088\u3046\u306b\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n5. **\u539f\u672c\u306e\u4fdd\u5b58\u3092\u6c7a\u3081\u308b** \u2026 \u7d19\u306e\u8acb\u6c42\u66f8\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3001\u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u306e\u3069\u308c\u3092\u539f\u672c\u3068\u3057\u3066\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u306e\u62e0\u70b9\u306e\u8cbb\u7528\u3068\u3057\u3066\u53f0\u5e33\u306b\u8f09\u308b\u3053\u3068\u3068\u3001\u672c\u5f53\u306e\u6025\u5897\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u756a\u53f7\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u3001\u5f8c\u8005\u306f\u65e5\u6570\u3068\u524d\u5e74\u540c\u6708\u3067\u305d\u308d\u3048\u305f\u6bd4\u8f03\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u6570\u5341\u304b\u3089\u767e\u3092\u8d85\u3048\u308b\u5e97\u8217\u30fb\u5009\u5eab\u30fb\u4e8b\u696d\u6240\u3092\u6301\u3061\u3001\u62e0\u70b9\u3054\u3068\u306b\u96fb\u529b\u4f1a\u793e\u30fb\u30ac\u30b9\u4f1a\u793e\u30fb\u6c34\u9053\u5c40\u30fb\u901a\u4fe1\u4f1a\u793e\u3068\u5951\u7d04\u3057\u3066\u3044\u308b\u5c0f\u58f2\u30fb\u98f2\u98df\u30fb\u7269\u6d41\u30fb\u4ecb\u8b77\u306e\u4e8b\u696d\u8005\u3002\u8acb\u6c42\u66f8\u304c\u7d19\u306e\u90f5\u9001\u3068\u5404\u793e\u306eWeb\u304b\u3089\u306ePDF\u306b\u5206\u304b\u308c\u3066\u5c4a\u304d\u3001\u672c\u90e8\u306e\u7d4c\u7406\u3084\u7dcf\u52d9\u304c\u62e0\u70b9\u5225\u306e\u53f0\u5e33\u306b\u624b\u3067\u8ee2\u8a18\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u6f0f\u6c34\u3084\u7a7a\u8abf\u306e\u4e0d\u5177\u5408\u306b\u3088\u308b\u4f7f\u7528\u91cf\u306e\u6025\u5897\u306b\u3001\u7fcc\u6708\u4ee5\u964d\u306b\u6c17\u3065\u304f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u62e0\u70b9\u304c\u6570\u304b\u6240\u3067\u3001\u8acb\u6c42\u66f8\u304c\u6708\u306b\u5341\u6570\u679a\u3057\u304b\u306a\u3044\u5834\u5408\u3002\u96fb\u529b\u30fb\u30ac\u30b9\u3092\u4e00\u62ec\u5951\u7d04\u306b\u307e\u3068\u3081\u3001\u62e0\u70b9\u5225\u306e\u660e\u7d30\u30c7\u30fc\u30bf\u3092\u5951\u7d04\u5148\u304b\u3089\u53d7\u3051\u53d6\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u8cbb\u7528\u306e\u914d\u8ce6\u3084\u7701\u30a8\u30cd\u306e\u65bd\u7b56\u305d\u306e\u3082\u306e\u3092AI\u306b\u6c7a\u3081\u3055\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u5897\u3048\u65b9\u306e\u5927\u304d\u3044\u62e0\u70b9\u306e\u4e00\u89a7\u307e\u3067\u3067\u3059\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u5951\u7d04\u30de\u30b9\u30bf\u306b\u756a\u53f7\u306e\u5217\u3092\u8db3\u3059**\n\n\u7dcf\u52d9\u306e\u5951\u7d04\u306e\u4e00\u89a7\u306b\u3001**\u304a\u5ba2\u3055\u307e\u756a\u53f7\u30fb\u4f9b\u7d66\u5730\u70b9\u306e\u756a\u53f7\u30fb\u56de\u7dda\u756a\u53f7\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u3002\u5168\u62e0\u70b9\u3092\u4e00\u5ea6\u306b\u57cb\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u91d1\u984d\u306e\u5927\u304d\u3044\u96fb\u6c17\u304b\u3089\u3001\u4e0a\u4f4d\u306e\u62e0\u70b9\u3092\u5148\u306b\u57cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u679a\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8acb\u6c42\u66f8\u304b\u308930\u679a\u3092\u9078\u3073\u3001Studio \u3067\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002**\u76f8\u624b\u5148\u3054\u3068\u306b\u3001\u4f7f\u7528\u671f\u9593\u30fb\u4f7f\u7528\u91cf\u30fb\u756a\u53f7\u304c\u3069\u3053\u307e\u3067\u53d6\u308c\u308b\u304b\u3092\u8868\u306b\u3057\u307e\u3059\u3002** \u5e97\u8217\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u8aad\u3081\u306a\u3055\u3082\u3053\u3053\u3067\u5206\u304b\u308a\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a\u6bd4\u3079\u65b9\u3092\u6c7a\u3081\u308b**\n\n1\u65e5\u3042\u305f\u308a\u306b\u76f4\u3059\u65b9\u6cd5\u3001\u524d\u5e74\u540c\u6708\u3068\u524d\u6708\u306e\u3069\u3061\u3089\u3092\u4e3b\u306b\u898b\u308b\u304b\u3001**`increase` \u306e\u5272\u5408\u3068\u91d1\u984d\u306e\u57fa\u6e96**\u3092\u7d4c\u7406\u3068\u7dcf\u52d9\u3067\u6c7a\u3081\u307e\u3059\u3002\u62e0\u70b9\u306e\u51fa\u6765\u4e8b\u306e\u8868\u3092\u8ab0\u304c\u66f4\u65b0\u3059\u308b\u304b\u3082\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u53d7\u9818\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u3001\u8aad\u307f\u53d6\u308a\u3068\u751f\u6210AI\u3067\u306e\u53d6\u308a\u51fa\u3057\u3092\u52d5\u304b\u3057\u3001\u7d50\u679c\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u53f0\u5e33\u306b\u66f8\u304d\u8fbc\u307e\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5951\u7d04\u30de\u30b9\u30bf\u3067\u306e\u62e0\u70b9\u306e\u6c7a\u5b9a\u3068\u3001\u53f0\u5e33\u306e\u4e0b\u66f8\u304d\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u65e5\u6570\u3092\u305d\u308d\u3048\u305f\u524d\u6708\u30fb\u524d\u5e74\u540c\u6708\u306e\u6bd4\u8f03\u3068 `increase` \u306e\u4e00\u89a7\u3092\u8db3\u3057\u30011\u679a6\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**`increase` \u306e\u62e0\u70b9\u306b\u78ba\u304b\u3081\u305f\u7406\u7531\u304c\u305f\u307e\u308a\u3001\u57fa\u6e96\u3092\u4e00\u5ea6\u898b\u76f4\u3057\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0143","UC-0304","UC-0048","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| \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u304c\u58f2\u4e0a\u8acb\u6c42\u66f8\u30fb\u516c\u5171\u6599\u91d1\u30fb\u767a\u6ce8\u66f8\u304b\u3089\u4e3b\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u54c1\u76ee\u3092\u62bd\u51fa\u3057\u3001\u5bfe\u5fdc\u3059\u308b\u6587\u66f8\u306e\u7a2e\u985e\u306b\u5149\u71b1\u8cbb\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002\u73fe\u572827\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3002\u5165\u529b\u304cPDF\u3068\u753b\u50cf\uff08JPEG\/JPG\u3001PNG\u3001BMP\u3001TIFF\u3001HEIF\uff09\u3067\u3042\u308b\u3053\u3068\u3002PDF\u3068TIFF\u304c\u6700\u59272,000\u30da\u30fc\u30b8\uff08Free\u306f2\u30da\u30fc\u30b8\uff09\u3001S0\u3067500MB\u3002\u753b\u50cf\u304c50\u00d750\u301c10,000\u00d710,000\u30d4\u30af\u30bb\u30eb\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u6700\u5c0f\u9ad8\u3055\u304c1024\u00d7768\u306712\u30d4\u30af\u30bb\u30eb\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u306f\u89e3\u9664\u304c\u5fc5\u8981\u306a\u3053\u3068\u3002\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u306e\u8fd4\u5374\u304c\u65e2\u5b9a\u3067\u7121\u52b9\u306a\u3053\u3068\u3002JSON\u51fa\u529b\u304c `readResults`\uff0f`pageResults`\uff0f`documentResults` \u306b\u5206\u304b\u308c\u308b\u3053\u3068 | [Microsoft Learn: \u8acb\u6c42\u66f8\u30c7\u30fc\u30bf\u306e\u62bd\u51fa](https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/document-intelligence\/prebuilt\/invoice) | 2026-10-06 |\n| \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\uff08`prebuilt-invoice`\uff09\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u542b\u307e\u308c\u3001\u901a\u8ca8\u30b3\u30fc\u30c9\u306b `JPY` \u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [Microsoft Learn: Language and locale support for prebuilt models](https:\/\/learn.microsoft.com\/en-us\/azure\/ai-services\/document-intelligence\/language-support\/prebuilt?view=doc-intel-4.0.0) | 2026-10-06 |\n| \u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b `VendorName`\u3001`CustomerName`\u3001`CustomerId`\u3001`InvoiceDate`\u3001`DueDate`\u3001`ServiceStartDate`\u3001`ServiceEndDate`\u3001`ServiceAddress`\u3001`InvoiceTotal`\u3001`AmountDue`\u3001`Items`\uff08\u6570\u91cf\u30fb\u5358\u4f4d\u30fb\u5358\u4fa1\u30fb\u91d1\u984d\uff09\u304c\u3042\u308b\u3053\u3068 | [GitHub\uff08Azure-Samples\uff09: invoice \u30e2\u30c7\u30eb \u30b9\u30ad\u30fc\u30de 2024-11-30](https:\/\/github.com\/Azure-Samples\/document-intelligence-code-samples\/blob\/main\/schema\/2024-11-30-ga\/invoice.md) | 2026-10-06 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30e2\u30c7\u30eb\u306e\u5165\u529b\u8981\u4ef6\uff08\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u753b\u50cf\u306e\u5bf8\u6cd5\u30fb\u30c6\u30ad\u30b9\u30c8\u306e\u9ad8\u3055\uff09\u304c\u8acb\u6c42\u66f8\u30e2\u30c7\u30eb\u3068\u540c\u3058\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30ec\u30a4\u30a2\u30a6\u30c8\u5206\u6790](https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/document-intelligence\/prebuilt\/layout) | 2026-10-06 |\n| Blob \u30b9\u30c8\u30ec\u30fc\u30b8 \u30c8\u30ea\u30ac\u30fc\u306b\u30a4\u30d9\u30f3\u30c8\u30d9\u30fc\u30b9\u3068\u30dd\u30fc\u30ea\u30f3\u30b0\u578b\u304c\u3042\u308a\u3001\u30a4\u30d9\u30f3\u30c8\u30d9\u30fc\u30b9\u304c\u4f4e\u9045\u5ef6\u3067\u63a8\u5968\u3055\u308c\u308b\u3053\u3068\u3002\u65e2\u5b9a\u30675\u56de\u5931\u6557\u3059\u308b\u3068 `webjobs-blobtrigger-poison` \u30ad\u30e5\u30fc\u306b\u5165\u308b\u3053\u3068 | [Microsoft Learn: Azure Blob storage trigger for Azure Functions](https:\/\/learn.microsoft.com\/en-us\/azure\/azure-functions\/functions-bindings-storage-blob-trigger) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c `json_schema` \u3068 `strict: true` \u3067 JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u3001\u5168\u30d5\u30a3\u30fc\u30eb\u30c9\u3092 required 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