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each\u300d\u304c\u51e6\u7406\u3067\u304d\u308b\u914d\u5217\u306e\u9805\u76ee\u6570\u306f10\u4e07\u4ef6\u307e\u3067**\uff08Low \u306e\u5834\u5408\u306f5,000\u4ef6\uff09\u3067\u3059\u3002\u660e\u7d30\u30921\u884c\u305a\u3064\u56de\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u4ef6\u6570\u306b\u3088\u3063\u3066\u306f\u3053\u306e\u5236\u9650\u3068\u51e6\u7406\u6642\u9593\u306e\u4e21\u65b9\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u884c\u5358\u4f4d\u306e\u7a81\u5408\u306fPython\u3067\u884c\u3044\u3001Power Automate \u306f\u8d77\u52d5\u3068\u53d7\u3051\u6e21\u3057\u306b\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u50b5\u6a29\u660e\u7d30 | \u76f8\u624b\u4f1a\u793e\u3001\u8a08\u4e0a\u65e5\u3001\u91d1\u984d\u3001\u7a0e\u533a\u5206\u3001\u901a\u8ca8\u3001\u6458\u8981\u3001\u4f1d\u7968\u756a\u53f7 | \u58f2\u308b\u5074\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u50b5\u52d9\u660e\u7d30 | \u540c\u4e0a | \u8cb7\u3046\u5074\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u30de\u30b9\u30bf | \u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u6c7a\u7b97\u671f\u3001\u6a5f\u80fd\u901a\u8ca8 | \u9023\u7d50\u62c5\u5f53 |\n| \u63db\u7b97\u30ec\u30fc\u30c8 | \u6708\u6b21\u306e\u5e73\u5747\u30ec\u30fc\u30c8\u3001\u671f\u672b\u30ec\u30fc\u30c8 | \u8ca1\u52d9\u90e8 |\n| \u524d\u6708\u306e\u5dee\u7570\u4e00\u89a7 | \u524d\u6708\u306b\u672a\u89e3\u6c7a\u3060\u3063\u305f\u5dee\u7570\u3068\u3001\u305d\u306e\u7d4c\u7def | \u9023\u7d50\u62c5\u5f53 |\n| \u6d88\u8fbc\u30eb\u30fc\u30eb | \u8a31\u5bb9\u3059\u308b\u65e5\u6570\u306e\u305a\u308c\u3001\u8a31\u5bb9\u3059\u308b\u91d1\u984d\u306e\u5dee | \u9023\u7d50\u62c5\u5f53 |","data_source":"**\u660e\u7d30\u306e\u63d0\u51fa\uff1a** \u5404\u793e\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089CSV\u3067\u66f8\u304d\u51fa\u3057\u3001\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u3053\u306e\u5f62\u5f0f\u3092\u7d71\u4e00\u3059\u308b\u3068\u3053\u308d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u624b\u9593\u306e\u304b\u304b\u308b\u6e96\u5099\u3067\u3059\u3002**\n\nExcel\u3067\u53d7\u3051\u53d6\u308b\u5834\u5408\u3001Power Automate \u306e Excel Online\uff08Business\uff09\u30b3\u30cd\u30af\u30bf\u3067\u8aad\u3081\u307e\u3059\u3002\u305f\u3060\u3057\u3001**\u300c\u30c6\u30fc\u30d6\u30eb\u306b\u5b58\u5728\u3059\u308b\u884c\u3092\u4e00\u89a7\u8868\u793a\u3059\u308b\u300d\u306f\u65e2\u5b9a\u3067\u6700\u5927256\u884c\u3057\u304b\u8fd4\u3055\u306a\u3044**\u305f\u3081\u3001\u5168\u884c\u3092\u53d6\u308b\u306b\u306f\u30da\u30fc\u30b8\u9001\u308a\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u30b3\u30cd\u30af\u30bf\u304c\u6271\u3048\u308b\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u306e\u4e0a\u9650\u306f25MB\u3067\u3059\u3002** \u660e\u7d30\u304c\u6570\u5343\u884c\u306b\u306a\u308b\u5834\u5408\u306f\u3001CSV\u3067\u53d7\u3051\u53d6\u3063\u3066Python\u3067\u8aad\u3080\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002\n\n**\u63db\u7b97\u30ec\u30fc\u30c8\uff1a** \u8ca1\u52d9\u90e8\u304c\u6c7a\u3081\u305f\u6708\u6b21\u306e\u30ec\u30fc\u30c8\u3092\u4f7f\u3044\u307e\u3059\u3002**\u5404\u793e\u304c\u52dd\u624b\u306a\u30ec\u30fc\u30c8\u3067\u63db\u7b97\u3057\u3066\u3044\u308b\u3068\u3001\u5dee\u7570\u304c\u70ba\u66ff\u306a\u306e\u304b\u5b9f\u614b\u306a\u306e\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**\u524d\u6708\u306e\u5dee\u7570\u4e00\u89a7\uff1a** \u3053\u308c\u3092\u5165\u529b\u306b\u542b\u3081\u308b\u3068\u3001\u300c\u5148\u6708\u3082\u540c\u3058\u5dee\u7570\u304c\u51fa\u3066\u3044\u308b\u300d\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u7e70\u308a\u8fd4\u3057\u51fa\u308b\u5dee\u7570\u306f\u3001\u904b\u7528\u306b\u539f\u56e0\u304c\u3042\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u5217\u540d\u306e\u6b63\u898f\u5316** \u2026 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\u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6df7\u3056\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u7a81\u5408\u306e\u524d\u306b\u5206\u3051\u307e\u3059\n5. **\u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f** \u2026 \u76f8\u624b\u4f1a\u793e\u30fb\u91d1\u984d\u30fb\u8a08\u4e0a\u65e5\u3067\u5b8c\u5168\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u6d88\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u65e5\u6570\u306e\u305a\u308c\u3068\u91d1\u984d\u306e\u5dee\u3092\u8a31\u5bb9\u3057\u305f\u8fd1\u4f3c\u4e00\u81f4\u3067\u6d88\u3057\u307e\u3059\u3002**\u3053\u3053\u307e\u3067\u306f\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u3001AI\u3092\u4f7f\u3044\u307e\u305b\u3093**\n\n**5\u3067\u6d88\u3048\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u304cAI\u306b\u6e21\u308a\u307e\u3059\u3002** \u3053\u3053\u3092\u98db\u3070\u3057\u3066AI\u306b\u5168\u4ef6\u6e21\u3059\u3068\u3001\u8cbb\u7528\u3082\u6642\u9593\u3082\u7121\u99c4\u306b\u306a\u308a\u3001\u7cbe\u5ea6\u3082\u843d\u3061\u307e\u3059\u3002","ai_processing":"**\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6b63\u898f\u5316\u3001\u63db\u7b97\u3001\u6d88\u3057\u8fbc\u307f\u3001\u96c6\u8a08\u3002**\u5224\u5b9a\u306e\u5165\u53e3\u3092\u5b89\u5b9a\u3055\u305b\u308b\u305f\u3081\u3067\u3059\u3002**\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5dee\u7570\u306e\u578b\u306e\u5224\u5b9a | \u6b8b\u3063\u305f\u5dee\u7570\u30926\u3064\u306e\u578b\u306e\u3069\u308c\u304b\u306b\u5206\u985e\u3057\u3001\u6839\u62e0\u3092\u793a\u3059 |\n| \u5bfe\u5fdc\u95a2\u4fc2\u306e\u63a8\u5b9a | \u300c\u3053\u306e\u50b5\u6a29\u884c\u306f\u3001\u76f8\u624b\u306e\u3053\u306e\u50b5\u52d9\u884c\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u305d\u3046\u3060\u300d\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u6458\u8981\u306e\u8aad\u307f\u89e3\u304d | \u300c\u25ef\u6708\u5206\u5024\u5f15\u300d\u300c\u652f\u7d66\u54c1\u76f8\u6bba\u300d\u306a\u3069\u3001\u6458\u8981\u6b04\u306e\u8a18\u8ff0\u304b\u3089\u5dee\u7570\u306e\u8aac\u660e\u3092\u63a2\u3059 |\n| \u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210 | \u76f8\u624b\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u3001\u4f55\u3092\u8abf\u3079\u308c\u3070\u3088\u3044\u304b\u5206\u304b\u308b\u6587\u306b\u3059\u308b |\n\n**LLM\u306b\u91d1\u984d\u306e\u8a08\u7b97\u3092\u3055\u305b\u307e\u305b\u3093\u3002** \u5408\u8a08\u3001\u5dee\u984d\u3001\u30ec\u30fc\u30c8\u63db\u7b97\u306f\u3001\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3057\u307e\u3059\u3002**\u6570\u5024\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u308b\u3068\u3001\u691c\u7b97\u304c\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u300c\u5bfe\u5fdc\u95a2\u4fc2\u306e\u63a8\u5b9a\u300d\u3082\u3001\u5019\u88dc\u3069\u307e\u308a\u306b\u3057\u307e\u3059\u3002** AI\u304c\u300c\u3053\u306e\u884c\u3068\u3053\u306e\u884c\u304c\u5bfe\u5fdc\u3059\u308b\u300d\u3068\u8a00\u3063\u3066\u3082\u3001\u6d88\u3057\u8fbc\u307f\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u307e\u305b\u3093\u3002\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3063\u3066\u3001\u5224\u5b9a\u306e\u5f62\u5f0f\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002Claude API\u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001**\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u306b\u3088\u3063\u3066\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306e\u751f\u6210\u3092\u30e2\u30c7\u30eb\u5074\u3067\u4fdd\u8a3c\u3057\u307e\u3059\u3002** \u578b\u306e\u5024\u304c\u60f3\u5b9a\u5916\u306e\u6587\u5b57\u5217\u3067\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u3092\u9632\u3052\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u9593\u306e\u50b5\u6a29\u50b5\u52d9\u7167\u5408\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\u3067\u6b8b\u3063\u305f\u5dee\u7570\u306b\u3064\u3044\u3066\u3001\u539f\u56e0\u306e\u578b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6e21\u3055\u308c\u305f\u6570\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u306e\u539f\u56e0\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u301c\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u3057\u3066\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u8a18\u8ff0\u3092\u5fc5\u305a\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u660e\u7d30\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5224\u5b9a\u3067\u304d\u306a\u3044\u5dee\u7570\u306f type \u3092 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6d88\u3057\u8fbc\u307f\u306e\u78ba\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5bfe\u5fdc\u3057\u305d\u3046\u306a\u884c\u306f candidate \u3068\u3057\u3066\u6319\u3052\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed5\u8a33\u3092\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u3067\u304d\u308b\u578b\u3011\ntiming\uff08\u671f\u30ba\u30ec\uff09\/ amount\uff08\u91d1\u984d\u9055\u3044\uff09\/ missing\uff08\u672a\u9054\uff09\/\ncounterparty\uff08\u76f8\u624b\u5148\u306e\u53d6\u308a\u9055\u3048\uff09\/ tax\uff08\u7a0e\u533a\u5206\uff09\/ fx\uff08\u70ba\u66ff\uff09\/ unknown\n\n\u3010\u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3011\n\u50b5\u6a29\u5074: {creditor_company}\u3000\u50b5\u52d9\u5074: {debtor_company}\n\n\u3010\u6d88\u3057\u8fbc\u307f\u5f8c\u306b\u6b8b\u3063\u305f\u50b5\u6a29\u884c\u3011\n{unmatched_receivables}\n\n\u3010\u6d88\u3057\u8fbc\u307f\u5f8c\u306b\u6b8b\u3063\u305f\u50b5\u52d9\u884c\u3011\n{unmatched_payables}\n\n\u3010\u524d\u6708\u306b\u672a\u89e3\u6c7a\u3060\u3063\u305f\u5dee\u7570\u3011\n{prior_month_open_items}\n\n\u3010\u63db\u7b97\u306b\u4f7f\u3063\u305f\u30ec\u30fc\u30c8\u3011\n{fx_rates}\n```\n\n**\u300c\u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u300d\u306e1\u884c\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u5dee\u984d\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u5024\u3092\u6e21\u3057\u3001AI\u306b\u306f\u578b\u306e\u5224\u5b9a\u3068\u8aac\u660e\u3060\u3051\u3092\u3055\u305b\u307e\u3059\u3002\n\n\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210\u306b\u306f\u3001\u5225\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n```\n\u5224\u5b9a\u3055\u308c\u305f\u5dee\u7570\u306b\u3064\u3044\u3066\u3001\u76f8\u624b\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u539f\u56e0\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u301c\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u300d\u3068\u78ba\u8a8d\u3092\u6c42\u3081\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u76f8\u624b\u306b\u8abf\u3079\u3066\u307b\u3057\u3044\u3053\u3068\u3092\u3001\u5177\u4f53\u7684\u306a\u4f1d\u7968\u306e\u6761\u4ef6\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \uff08\u8a08\u4e0a\u65e5\u3001\u91d1\u984d\u3001\u6458\u8981\u306e\u6587\u8a00\uff09\n- \u8cac\u4efb\u306e\u6240\u5728\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 200\u5b57\u4ee5\u5185\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```","output_data":"```json\n{\n  \"pair_id\": \"\",\n  \"creditor_company\": \"\",\n  \"debtor_company\": \"\",\n  \"difference_amount\": 0,\n  \"diagnosis\": [\n    {\n      \"type\": \"timing | amount | missing | counterparty | tax | fx | unknown\",\n      \"confidence\": \"high | medium | low\",\n      \"evidence\": \"\",\n      \"candidate_rows\": { \"receivable\": [], \"payable\": [] },\n      \"amount_explained\": 0\n    }\n  ],\n  \"unexplained_amount\": 0,\n  \"inquiry_draft\": \"\",\n  \"recurring_from_prior_month\": false\n}\n```\n\n`amount_explained` \u3068 `unexplained_amount` \u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u5074\u3067\u691c\u7b97\u3057\u307e\u3059\u3002**\u8aac\u660e\u3055\u308c\u305f\u91d1\u984d\u306e\u5408\u8a08\u304c\u5dee\u984d\u306b\u4e00\u81f4\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u5224\u5b9a\u304c\u7834\u7dbb\u3057\u3066\u3044\u308b\u306e\u3067\u4eba\u3078\u56de\u3057\u307e\u3059\u3002**\n\n`recurring_from_prior_month` \u304c\u771f\u306e\u5dee\u7570\u306f\u3001\u5225\u306b\u96c6\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u7e70\u308a\u8fd4\u3059\u5dee\u7570\u306f\u3001\u500b\u5225\u306b\u76f4\u3057\u3066\u3082\u7fcc\u6708\u307e\u305f\u51fa\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u4f55\u3092\u3059\u308b\u304b |\n|:--|:--|\n| \u63d0\u51fa\u30d5\u30a9\u30eb\u30c0 | \u5404\u793e\u306e\u660e\u7d30\u3092\u53d7\u3051\u53d6\u308b\u3002\u63d0\u51fa\u72b6\u6cc1\u3092\u7ba1\u7406\u3059\u308b |\n| \u8868\u8a08\u7b97 | \u5dee\u7570\u4e00\u89a7\u3092\u4e26\u3079\u3001\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u8a8d\u3068\u7de8\u96c6\u3092\u884c\u3046 |\n| \u30e1\u30fc\u30eb | \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u62c5\u5f53\u8005\u306e\u4e0b\u66f8\u304d\u306b\u4f5c\u308b\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u306a\u3044** |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u78ba\u5b9a\u3057\u305f\u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u3092\u767b\u9332\u3059\u308b\u3002**\u4eba\u306e\u627f\u8a8d\u3092\u7d4c\u308b** |\n| \u5dee\u7570\u306e\u8a18\u9332 | \u578b\u30fb\u91d1\u984d\u30fb\u89e3\u6c7a\u65e5\u30fb\u539f\u56e0\u3092\u6b8b\u3057\u3001\u7fcc\u6708\u306e\u5165\u529b\u306b\u3059\u308b |","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4ed5\u8a33\u306e\u81ea\u52d5\u767b\u9332\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u4f5c\u696d\u306e\u7d50\u679c\u304c**\u6c7a\u7b97\u6570\u5024\u306b\u306a\u308b**\u305f\u3081\u3067\u3059\u3002\u8aa4\u3063\u305f\u6d88\u3057\u8fbc\u307f\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8cc7\u7523\u30fb\u8ca0\u50b5\u3092\u5b9f\u614b\u3068\u9055\u3046\u91d1\u984d\u306b\u3057\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u5dee\u7570\u4e00\u89a7\u3092 **\u91d1\u984d\u306e\u5927\u304d\u3044\u9806**\u306b\u4e26\u3079\u308b\n- \u578b\u3054\u3068\u306b\u8272\u5206\u3051\u3057\u3001\u540c\u3058\u578b\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`unknown` \u3092\u4e0a\u306b\u51fa\u3059\n- \u5019\u88dc\u306e\u5bfe\u5fdc\u884c\u3092\u3001\u5143\u306e\u660e\u7d30\u3078\u30ea\u30f3\u30af\u3059\u308b\n- **\u524d\u6708\u304b\u3089\u7e70\u308a\u8fd4\u3057\u3066\u3044\u308b\u5dee\u7570\u306b\u5370\u3092\u4ed8\u3051\u308b**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u660e\u7d30\u304c\u672a\u63d0\u51fa\u306e\u4f1a\u793e\u304c\u3042\u308b | \u7763\u4fc3\u3092\u9001\u308a\u3001\u305d\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u51e6\u7406\u3092\u4fdd\u7559\u306b\u3059\u308b |\n| \u5217\u306e\u4e26\u3073\u304c\u5909\u308f\u3063\u305f | \u5217\u540d\u3067\u8aad\u3080\u3002**\u5217\u756a\u53f7\u3067\u8aad\u3080\u3068\u7121\u8a00\u3067\u305a\u308c\u308b** |\n| \u8aac\u660e\u3055\u308c\u305f\u91d1\u984d\u306e\u5408\u8a08\u304c\u5dee\u984d\u3068\u5408\u308f\u306a\u3044 | \u5224\u5b9a\u304c\u7834\u7dbb\u3057\u3066\u3044\u308b\u3002\u4eba\u3078\u56de\u3059 |\n| \u540c\u3058\u91d1\u984d\u306e\u53d6\u5f15\u304c\u8907\u6570\u3042\u3063\u3066\u5bfe\u5fdc\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u5019\u88dc\u3092\u8907\u6570\u6319\u3052\u3001\u6d88\u3057\u8fbc\u307f\u3092\u78ba\u5b9a\u3057\u306a\u3044 |\n| \u76f8\u624b\u5148\u306e\u4f1a\u793e\u30b3\u30fc\u30c9\u304c\u8aa4\u3063\u3066\u3044\u308b | `counterparty` \u3068\u3057\u3066\u5224\u5b9a\u3057\u3001\u4e21\u793e\u306b\u78ba\u8a8d\u3059\u308b |\n| \u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u308b | \u524d\u51e6\u7406\u3067\u5206\u3051\u308b\u3002\u6df7\u3056\u3063\u305f\u307e\u307e\u7a81\u5408\u3057\u306a\u3044 |\n| \u6d77\u5916\u5b50\u4f1a\u793e\u306e\u30ec\u30fc\u30c8\u304c\u6307\u5b9a\u3068\u9055\u3046 | `fx` \u3068\u3057\u3066\u5224\u5b9a\u3057\u3001\u5dee\u984d\u306e\u3046\u3061\u63db\u7b97\u306b\u3088\u308b\u5206\u3092\u793a\u3059 |\n| \u524d\u6708\u3068\u540c\u3058\u5dee\u7570\u304c\u51fa\u3066\u3044\u308b | `recurring` \u306e\u5370\u3092\u4ed8\u3051\u3001\u5225\u306b\u96c6\u8a08\u3059\u308b |\n| \u660e\u7d30\u306e\u884c\u6570\u304c\u591a\u304f\u51e6\u7406\u304c\u7d42\u308f\u3089\u306a\u3044 | \u7a81\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5074\u3067\u884c\u5358\u4f4d\u306b\u56de\u3055\u306a\u3044 |\n| \u5dee\u7570\u304c\u671f\u9650\u307e\u3067\u306b\u89e3\u6c7a\u3057\u306a\u3044 | \u672a\u89e3\u6c7a\u3068\u3057\u3066\u6301\u3061\u8d8a\u3057\u3001\u7fcc\u6708\u306e\u5165\u529b\u306b\u3059\u308b\u3002**\u653e\u7f6e\u3057\u306a\u3044** |","log_storage":"- \u5404\u793e\u304c\u63d0\u51fa\u3057\u305f\u660e\u7d30\uff08\u539f\u672c\uff09\n- \u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\u306e\u7d50\u679c\uff08\u4f55\u304c\u4e00\u81f4\u3057\u3001\u4f55\u304c\u6b8b\u3063\u305f\u304b\uff09\n- AI\u306e\u5224\u5b9a\u3068\u3001\u305d\u306e\u6839\u62e0\n- \u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\n- \u78ba\u5b9a\u3057\u305f\u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u3068\u3001\u627f\u8a8d\u8005\n- **\u4eba\u304cAI\u306e\u5224\u5b9a\u3092\u8a02\u6b63\u3057\u305f\u7b87\u6240**\n\n**\u6700\u521d\u306e\u9805\u76ee\u306f\u5fc5\u305a\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u76e3\u67fb\u3067\u300c\u3053\u306e\u6d88\u53bb\u306f\u3069\u306e\u660e\u7d30\u306b\u57fa\u3065\u304f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u307e\u3059\u3002\n\n\u6700\u5f8c\u306e\u9805\u76ee\u306f\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u671f\u30ba\u30ec\u306e\u5224\u5b9a\u306f\u6b63\u78ba\u3060\u304c\u3001\u91d1\u984d\u9055\u3044\u306f\u534a\u5206\u304c\u5916\u308c\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u6d88\u8fbc\u30eb\u30fc\u30eb\u3092\u76f4\u3059\u624b\u304c\u304b\u308a\u306b\u306a\u308a\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":9,"after_minutes_per_case":4,"hourly_cost":4000,"before_hours_month":36,"after_hours_month":16,"saved_hours_month":20,"reduction_rate":56,"saved_hours_year":240,"annual_cost_effect":960000,"summary":"\u30b0\u30eb\u30fc\u30d7\u5404\u793e\u304c\u51fa\u3057\u305f\u50b5\u6a29\u30fb\u50b5\u52d9\u306e\u660e\u7d30\u3092\u5165\u529b\u306b\u3001\u5408\u3046\u7d44\u3092\u6a5f\u68b0\u7684\u306b\u6d88\u3057\u8fbc\u307f\u3001\u6b8b\u3063\u305f\u5dee\u7570\u3092\u539f\u56e0\u306e\u578b\u306b\u5206\u3051\u3066\u3001\u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002\u9023\u7d50\u62c5\u5f53\u306e\u4f5c\u696d\u306f\u3001\u5dee\u7570\u3092\u63a2\u3059\u3053\u3068\u304b\u3089\u3001\u5207\u308a\u5206\u3051\u3089\u308c\u305f\u5dee\u7570\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u5404\u793e\u306b\u3001\u30b0\u30eb\u30fc\u30d7\u9593\u53d6\u5f15\u306e\u660e\u7d30\u3092\u6708\u6b21\u3067\u63d0\u51fa\u3057\u3066\u3082\u3089\u3046\n2. \u63d0\u51fa\u3055\u308c\u305f\u660e\u7d30\u3092Excel\u306b\u307e\u3068\u3081\u308b\n3. \u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u3001\u50b5\u6a29\u5074\u3068\u50b5\u52d9\u5074\u306e\u5408\u8a08\u3092\u6bd4\u3079\u308b\n4. \u5408\u308f\u306a\u3051\u308c\u3070\u3001\u660e\u7d30\u30921\u884c\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u5408\u308f\u306a\u3044\u884c\u3092\u898b\u3064\u3051\u3001\u539f\u56e0\u3092\u63a8\u6e2c\u3059\u308b\n6. \u4e21\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b\n7. \u56de\u7b54\u3092\u5f85\u3064\uff08**\u3053\u3053\u30671\u301c2\u65e5\u304b\u304b\u308b**\uff09\n8. \u539f\u56e0\u304c\u5206\u304b\u3063\u305f\u3089\u3001\u8abf\u6574\u307e\u305f\u306f\u6d88\u53bb\u4ed5\u8a33\u3092\u4f5c\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u660e\u7d30\u306e\u5f62\u5f0f\u304c\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u3002** \u5217\u306e\u540d\u524d\u3082\u4e26\u3073\u3082\u9055\u3044\u307e\u3059\u3002\u307e\u3068\u3081\u308b\u3060\u3051\u3067\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u4f1d\u7968\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u3089\u308c\u306a\u3044\u3002** \u58f2\u308b\u5074\u306e\u4f1d\u7968\u756a\u53f7\u3068\u8cb7\u3046\u5074\u306e\u4f1d\u7968\u756a\u53f7\u306f\u5225\u3067\u3059\u3002**\u91d1\u984d\u3068\u65e5\u4ed8\u3067\u5f53\u305f\u308a\u3092\u4ed8\u3051\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u554f\u3044\u5408\u308f\u305b\u306e\u5f80\u5fa9\u304c\u9577\u3044\u3002** \u300c\u4f55\u304c\u5408\u308f\u306a\u3044\u306e\u304b\u300d\u3092\u6587\u7ae0\u3067\u8aac\u660e\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u76f8\u624b\u304c\u8aa4\u89e3\u3057\u3066\u7684\u5916\u308c\u306a\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\n\n**\uff08d\uff09\u6708\u521d\u306b\u96c6\u4e2d\u3059\u308b\u3002** \u7fcc\u6708\u7b2c5\u55b6\u696d\u65e5\u307e\u3067\u3068\u3044\u3046\u671f\u9650\u304c\u3042\u308a\u3001\u3053\u306e\u4f5c\u696d\u306f3\u55b6\u696d\u65e5\u306b\u62bc\u3057\u8fbc\u307e\u308c\u307e\u3059\u3002","before_flow_steps":["\u5404\u793e\u306b\u3001\u30b0\u30eb\u30fc\u30d7\u9593\u53d6\u5f15\u306e\u660e\u7d30\u3092\u6708\u6b21\u3067\u63d0\u51fa\u3057\u3066\u3082\u3089\u3046","\u63d0\u51fa\u3055\u308c\u305f\u660e\u7d30\u3092Excel\u306b\u307e\u3068\u3081\u308b","\u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u3001\u50b5\u6a29\u5074\u3068\u50b5\u52d9\u5074\u306e\u5408\u8a08\u3092\u6bd4\u3079\u308b","\u5408\u308f\u306a\u3051\u308c\u3070\u3001\u660e\u7d30\u30921\u884c\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u308b","\u5408\u308f\u306a\u3044\u884c\u3092\u898b\u3064\u3051\u3001\u539f\u56e0\u3092\u63a8\u6e2c\u3059\u308b","\u4e21\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b","\u56de\u7b54\u3092\u5f85\u3064\uff08**\u3053\u3053\u30671\u301c2\u65e5\u304b\u304b\u308b**\uff09","\u539f\u56e0\u304c\u5206\u304b\u3063\u305f\u3089\u3001\u8abf\u6574\u307e\u305f\u306f\u6d88\u53bb\u4ed5\u8a33\u3092\u4f5c\u308b"],"after_flow":"1. \u5404\u793e\u304c\u3001\u6c7a\u3081\u3089\u308c\u305f\u5f62\u5f0f\u3067\u660e\u7d30\u3092\u6240\u5b9a\u306e\u5834\u6240\u306b\u63d0\u51fa\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u63d0\u51fa\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3001\u672a\u63d0\u51fa\u306e\u4f1a\u793e\u306b\u7763\u4fc3\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u5f62\u5f0f\u3092\u305d\u308d\u3048\u3001\u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u4e26\u3079\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u91d1\u984d\u30fb\u65e5\u4ed8\u30fb\u76f8\u624b\u5148\u3067\u6a5f\u68b0\u7684\u306b\u6d88\u3057\u8fbc\u3080\uff08\u5b8c\u5168\u4e00\u81f4\u30fb\u8fd1\u4f3c\u4e00\u81f4\uff09\n5. **\u3010\u81ea\u52d5\u3011** \u6b8b\u3063\u305f\u5dee\u7570\u3092\u30016\u3064\u306e\u578b\u306b\u5206\u985e\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u578b\u3054\u3068\u306b\u3001\u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u9023\u7d50\u62c5\u5f53\u304c\u3001\u5206\u985e\u3068\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\n8. **\u3010\u4eba\u3011** \u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u8abf\u6574\u307e\u305f\u306f\u6d88\u53bb\u4ed5\u8a33\u3092\u78ba\u5b9a\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u305d\u308d\u3048\u308b\u300d\u300c\u6d88\u3057\u8fbc\u3080\u300d\u300c\u578b\u306b\u5206\u3051\u308b\u300d\u300c\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u308b\u300d\u306e4\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u78ba\u304b\u3081\u3066\u4ed5\u8a33\u3092\u6c7a\u3081\u308b\u300d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n**4\u306e\u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\u304c\u3001\u4ef6\u6570\u3092\u5927\u304d\u304f\u6e1b\u3089\u3057\u307e\u3059\u3002** 240\u4ef6\u306e\u3046\u3061\u30018\u5272\u524d\u5f8c\u306f\u5b8c\u5168\u4e00\u81f4\u3067\u6d88\u3048\u307e\u3059\u3002**AI\u304c\u898b\u308b\u306e\u306f\u6b8b\u308a\u306e2\u5272\u3067\u3059\u3002**","after_flow_steps":["\u5404\u793e\u304c\u3001\u6c7a\u3081\u3089\u308c\u305f\u5f62\u5f0f\u3067\u660e\u7d30\u3092\u6240\u5b9a\u306e\u5834\u6240\u306b\u63d0\u51fa\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u63d0\u51fa\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3001\u672a\u63d0\u51fa\u306e\u4f1a\u793e\u306b\u7763\u4fc3\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5f62\u5f0f\u3092\u305d\u308d\u3048\u3001\u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3054\u3068\u306b\u4e26\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u91d1\u984d\u30fb\u65e5\u4ed8\u30fb\u76f8\u624b\u5148\u3067\u6a5f\u68b0\u7684\u306b\u6d88\u3057\u8fbc\u3080\uff08\u5b8c\u5168\u4e00\u81f4\u30fb\u8fd1\u4f3c\u4e00\u81f4\uff09","**\u3010\u81ea\u52d5\u3011** \u6b8b\u3063\u305f\u5dee\u7570\u3092\u30016\u3064\u306e\u578b\u306b\u5206\u985e\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u578b\u3054\u3068\u306b\u3001\u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u9023\u7d50\u62c5\u5f53\u304c\u3001\u5206\u985e\u3068\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u56de\u7b54\u3092\u53d7\u3051\u3066\u3001\u8abf\u6574\u307e\u305f\u306f\u6d88\u53bb\u4ed5\u8a33\u3092\u78ba\u5b9a\u3059\u308b"],"architecture":"```\n\u5404\u793e\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 \u2192 \u30b0\u30eb\u30fc\u30d7\u9593\u53d6\u5f15\u306e\u660e\u7d30\uff08\u6240\u5b9a\u306e\u5f62\u5f0f\u3067\u63d0\u51fa\uff09\n   \u2502\n   \u25bc\nSharePoint \u306e\u63d0\u51fa\u30d5\u30a9\u30eb\u30c0\uff08\u4f1a\u793e\u3054\u3068\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6708\u521d\u306e\u5b9a\u671f\u5b9f\u884c\nPower Automate\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u63d0\u51fa\u72b6\u6cc1\u306e\u78ba\u8a8d\u30fb\u672a\u63d0\u51fa\u306e\u7763\u4fc3\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u306e\u6b63\u898f\u5316\uff08\u5217\u540d\u30fb\u65e5\u4ed8\u66f8\u5f0f\u30fb\u7b26\u53f7\u306e\u5411\u304d\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\uff08\u5b8c\u5168\u4e00\u81f4 \u2192 \u8fd1\u4f3c\u4e00\u81f4\uff09\n   \u2502       \u2514\u2500 \u3053\u3053\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046\u3002AI\u3092\u4f7f\u308f\u306a\u3044\n   \u2502\n   \u251c\u2500\u2500\u25b6 LLM API \u2500\u2500 \u6b8b\u3063\u305f\u5dee\u7570\u306e\u578b\u306e\u5224\u5b9a\u3068\u3001\u6839\u62e0\u306e\u63d0\u793a\n   \u2502\n   \u2514\u2500\u2500\u25b6 LLM API \u2500\u2500 \u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210\n   \u2502\n   \u25bc\n\u5dee\u7570\u4e00\u89a7\uff08\u578b\u30fb\u6839\u62e0\u30fb\u554f\u3044\u5408\u308f\u305b\u6587\uff09\u2500\u2500\u3010\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u3066\u9001\u4fe1\u3011\n   \u2502\n   \u25bc\n\u56de\u7b54\u306e\u8a18\u9332 \uff0b \u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u306e\u4f5c\u6210\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Power Automate | Make\u3001n8n |\n| \u751f\u6210AI | Claude API | ChatGPT\u3001Gemini |\n| \u5dee\u7570\u8a08\u7b97 | Python | Google Apps Script |\n\n**\u9023\u7d50\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u3092\u5148\u306b\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u30b0\u30eb\u30fc\u30d7\u9593\u53d6\u5f15\u306e\u6d88\u53bb\u3068\u7167\u5408\u306f\u3001\u9023\u7d50\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u3059\u3002**\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u4f1a\u793e\u6570\u304c\u5c11\u306a\u304f\u30b7\u30b9\u30c6\u30e0\u304c\u898b\u5408\u308f\u306a\u3044\u5834\u5408**\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6708\u521d\u306e\u5b9a\u671f\u5b9f\u884c**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u7de0\u3081\u306e\u671f\u9650\u304b\u3089\u9006\u7b97\u3057\u3066\u3001\u7b2c1\u55b6\u696d\u65e5\u306b\u52d5\u304b\u3057\u307e\u3059\u3002\n\n**\u3042\u308f\u305b\u3066\u3001\u63d0\u51fa\u304c\u3042\u308b\u305f\u3073\u306b\u52d5\u304f\u5f62\u306b\u3082\u3057\u307e\u3059\u3002** 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\u306f\u8d77\u52d5\u3068\u53d7\u3051\u6e21\u3057\u306b\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u50b5\u6a29\u660e\u7d30 | \u76f8\u624b\u4f1a\u793e\u3001\u8a08\u4e0a\u65e5\u3001\u91d1\u984d\u3001\u7a0e\u533a\u5206\u3001\u901a\u8ca8\u3001\u6458\u8981\u3001\u4f1d\u7968\u756a\u53f7 | \u58f2\u308b\u5074\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u50b5\u52d9\u660e\u7d30 | \u540c\u4e0a | \u8cb7\u3046\u5074\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u30de\u30b9\u30bf | \u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u6c7a\u7b97\u671f\u3001\u6a5f\u80fd\u901a\u8ca8 | \u9023\u7d50\u62c5\u5f53 |\n| \u63db\u7b97\u30ec\u30fc\u30c8 | \u6708\u6b21\u306e\u5e73\u5747\u30ec\u30fc\u30c8\u3001\u671f\u672b\u30ec\u30fc\u30c8 | \u8ca1\u52d9\u90e8 |\n| \u524d\u6708\u306e\u5dee\u7570\u4e00\u89a7 | \u524d\u6708\u306b\u672a\u89e3\u6c7a\u3060\u3063\u305f\u5dee\u7570\u3068\u3001\u305d\u306e\u7d4c\u7def | \u9023\u7d50\u62c5\u5f53 |\n| \u6d88\u8fbc\u30eb\u30fc\u30eb | \u8a31\u5bb9\u3059\u308b\u65e5\u6570\u306e\u305a\u308c\u3001\u8a31\u5bb9\u3059\u308b\u91d1\u984d\u306e\u5dee | \u9023\u7d50\u62c5\u5f53 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u660e\u7d30\u306e\u63d0\u51fa\uff1a** \u5404\u793e\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089CSV\u3067\u66f8\u304d\u51fa\u3057\u3001\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u3053\u306e\u5f62\u5f0f\u3092\u7d71\u4e00\u3059\u308b\u3068\u3053\u308d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u624b\u9593\u306e\u304b\u304b\u308b\u6e96\u5099\u3067\u3059\u3002**\n\nExcel\u3067\u53d7\u3051\u53d6\u308b\u5834\u5408\u3001Power Automate \u306e Excel Online\uff08Business\uff09\u30b3\u30cd\u30af\u30bf\u3067\u8aad\u3081\u307e\u3059\u3002\u305f\u3060\u3057\u3001**\u300c\u30c6\u30fc\u30d6\u30eb\u306b\u5b58\u5728\u3059\u308b\u884c\u3092\u4e00\u89a7\u8868\u793a\u3059\u308b\u300d\u306f\u65e2\u5b9a\u3067\u6700\u5927256\u884c\u3057\u304b\u8fd4\u3055\u306a\u3044**\u305f\u3081\u3001\u5168\u884c\u3092\u53d6\u308b\u306b\u306f\u30da\u30fc\u30b8\u9001\u308a\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u30b3\u30cd\u30af\u30bf\u304c\u6271\u3048\u308b\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u306e\u4e0a\u9650\u306f25MB\u3067\u3059\u3002** \u660e\u7d30\u304c\u6570\u5343\u884c\u306b\u306a\u308b\u5834\u5408\u306f\u3001CSV\u3067\u53d7\u3051\u53d6\u3063\u3066Python\u3067\u8aad\u3080\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002\n\n**\u63db\u7b97\u30ec\u30fc\u30c8\uff1a** 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\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u5217\u540d\u3092\u3001\u5171\u901a\u306e\u9805\u76ee\u540d\u306b\u5bc4\u305b\u307e\u3059\u3002**\u5217\u756a\u53f7\u3067\u8aad\u307e\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5217\u304c1\u3064\u5897\u3048\u305f\u3060\u3051\u3067\u7121\u8a00\u3067\u305a\u308c\u307e\u3059\n2. **\u7b26\u53f7\u306e\u5411\u304d\u3092\u305d\u308d\u3048\u308b** \u2026 \u50b5\u6a29\u5074\u3068\u50b5\u52d9\u5074\u3067\u7b26\u53f7\u306e\u6271\u3044\u304c\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7a81\u5408\u306e\u524d\u306b\u305d\u308d\u3048\u307e\u3059\n3. **\u901a\u8ca8\u306e\u7d71\u4e00** \u2026 \u6d77\u5916\u5b50\u4f1a\u793e\u306e\u660e\u7d30\u3092\u3001\u6c7a\u3081\u3089\u308c\u305f\u30ec\u30fc\u30c8\u3067\u63db\u7b97\u3057\u307e\u3059\u3002**\u5143\u306e\u901a\u8ca8\u3068\u91d1\u984d\u3082\u6b8b\u3057\u307e\u3059**\n4. **\u7a0e\u533a\u5206\u306e\u6271\u3044** \u2026 \u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6df7\u3056\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u7a81\u5408\u306e\u524d\u306b\u5206\u3051\u307e\u3059\n5. **\u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f** \u2026 \u76f8\u624b\u4f1a\u793e\u30fb\u91d1\u984d\u30fb\u8a08\u4e0a\u65e5\u3067\u5b8c\u5168\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u6d88\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u65e5\u6570\u306e\u305a\u308c\u3068\u91d1\u984d\u306e\u5dee\u3092\u8a31\u5bb9\u3057\u305f\u8fd1\u4f3c\u4e00\u81f4\u3067\u6d88\u3057\u307e\u3059\u3002**\u3053\u3053\u307e\u3067\u306f\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u3001AI\u3092\u4f7f\u3044\u307e\u305b\u3093**\n\n**5\u3067\u6d88\u3048\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u304cAI\u306b\u6e21\u308a\u307e\u3059\u3002** \u3053\u3053\u3092\u98db\u3070\u3057\u3066AI\u306b\u5168\u4ef6\u6e21\u3059\u3068\u3001\u8cbb\u7528\u3082\u6642\u9593\u3082\u7121\u99c4\u306b\u306a\u308a\u3001\u7cbe\u5ea6\u3082\u843d\u3061\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u6b63\u898f\u5316\u3001\u63db\u7b97\u3001\u6d88\u3057\u8fbc\u307f\u3001\u96c6\u8a08\u3002**\u5224\u5b9a\u306e\u5165\u53e3\u3092\u5b89\u5b9a\u3055\u305b\u308b\u305f\u3081\u3067\u3059\u3002**\n\n**LLM\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5dee\u7570\u306e\u578b\u306e\u5224\u5b9a | \u6b8b\u3063\u305f\u5dee\u7570\u30926\u3064\u306e\u578b\u306e\u3069\u308c\u304b\u306b\u5206\u985e\u3057\u3001\u6839\u62e0\u3092\u793a\u3059 |\n| \u5bfe\u5fdc\u95a2\u4fc2\u306e\u63a8\u5b9a | \u300c\u3053\u306e\u50b5\u6a29\u884c\u306f\u3001\u76f8\u624b\u306e\u3053\u306e\u50b5\u52d9\u884c\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u305d\u3046\u3060\u300d\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u308b |\n| \u6458\u8981\u306e\u8aad\u307f\u89e3\u304d | \u300c\u25ef\u6708\u5206\u5024\u5f15\u300d\u300c\u652f\u7d66\u54c1\u76f8\u6bba\u300d\u306a\u3069\u3001\u6458\u8981\u6b04\u306e\u8a18\u8ff0\u304b\u3089\u5dee\u7570\u306e\u8aac\u660e\u3092\u63a2\u3059 |\n| \u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210 | \u76f8\u624b\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u3001\u4f55\u3092\u8abf\u3079\u308c\u3070\u3088\u3044\u304b\u5206\u304b\u308b\u6587\u306b\u3059\u308b |\n\n**LLM\u306b\u91d1\u984d\u306e\u8a08\u7b97\u3092\u3055\u305b\u307e\u305b\u3093\u3002** \u5408\u8a08\u3001\u5dee\u984d\u3001\u30ec\u30fc\u30c8\u63db\u7b97\u306f\u3001\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3057\u307e\u3059\u3002**\u6570\u5024\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u308b\u3068\u3001\u691c\u7b97\u304c\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u300c\u5bfe\u5fdc\u95a2\u4fc2\u306e\u63a8\u5b9a\u300d\u3082\u3001\u5019\u88dc\u3069\u307e\u308a\u306b\u3057\u307e\u3059\u3002** AI\u304c\u300c\u3053\u306e\u884c\u3068\u3053\u306e\u884c\u304c\u5bfe\u5fdc\u3059\u308b\u300d\u3068\u8a00\u3063\u3066\u3082\u3001\u6d88\u3057\u8fbc\u307f\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u307e\u305b\u3093\u3002\u4eba\u304c\u78ba\u8a8d\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\n\n\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3063\u3066\u3001\u5224\u5b9a\u306e\u5f62\u5f0f\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002Claude API\u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001**\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u306b\u3088\u3063\u3066\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306e\u751f\u6210\u3092\u30e2\u30c7\u30eb\u5074\u3067\u4fdd\u8a3c\u3057\u307e\u3059\u3002** \u578b\u306e\u5024\u304c\u60f3\u5b9a\u5916\u306e\u6587\u5b57\u5217\u3067\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u3092\u9632\u3052\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\u3001\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u9593\u306e\u50b5\u6a29\u50b5\u52d9\u7167\u5408\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\u3067\u6b8b\u3063\u305f\u5dee\u7570\u306b\u3064\u3044\u3066\u3001\u539f\u56e0\u306e\u578b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6e21\u3055\u308c\u305f\u6570\u5024\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u7570\u306e\u539f\u56e0\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u301c\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u3057\u3066\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u8a18\u8ff0\u3092\u5fc5\u305a\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u660e\u7d30\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5224\u5b9a\u3067\u304d\u306a\u3044\u5dee\u7570\u306f type \u3092 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6d88\u3057\u8fbc\u307f\u306e\u78ba\u5b9a\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5bfe\u5fdc\u3057\u305d\u3046\u306a\u884c\u306f candidate \u3068\u3057\u3066\u6319\u3052\u308b\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed5\u8a33\u3092\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u3067\u304d\u308b\u578b\u3011\ntiming\uff08\u671f\u30ba\u30ec\uff09\/ amount\uff08\u91d1\u984d\u9055\u3044\uff09\/ missing\uff08\u672a\u9054\uff09\/\ncounterparty\uff08\u76f8\u624b\u5148\u306e\u53d6\u308a\u9055\u3048\uff09\/ tax\uff08\u7a0e\u533a\u5206\uff09\/ fx\uff08\u70ba\u66ff\uff09\/ unknown\n\n\u3010\u4f1a\u793e\u306e\u7d44\u307f\u5408\u308f\u305b\u3011\n\u50b5\u6a29\u5074: {creditor_company}\u3000\u50b5\u52d9\u5074: {debtor_company}\n\n\u3010\u6d88\u3057\u8fbc\u307f\u5f8c\u306b\u6b8b\u3063\u305f\u50b5\u6a29\u884c\u3011\n{unmatched_receivables}\n\n\u3010\u6d88\u3057\u8fbc\u307f\u5f8c\u306b\u6b8b\u3063\u305f\u50b5\u52d9\u884c\u3011\n{unmatched_payables}\n\n\u3010\u524d\u6708\u306b\u672a\u89e3\u6c7a\u3060\u3063\u305f\u5dee\u7570\u3011\n{prior_month_open_items}\n\n\u3010\u63db\u7b97\u306b\u4f7f\u3063\u305f\u30ec\u30fc\u30c8\u3011\n{fx_rates}\n```\n\n**\u300c\u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u300d\u306e1\u884c\u306f\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u5dee\u984d\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u5024\u3092\u6e21\u3057\u3001AI\u306b\u306f\u578b\u306e\u5224\u5b9a\u3068\u8aac\u660e\u3060\u3051\u3092\u3055\u305b\u307e\u3059\u3002\n\n\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210\u306b\u306f\u3001\u5225\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n```\n\u5224\u5b9a\u3055\u308c\u305f\u5dee\u7570\u306b\u3064\u3044\u3066\u3001\u76f8\u624b\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u539f\u56e0\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u301c\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u300d\u3068\u78ba\u8a8d\u3092\u6c42\u3081\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u76f8\u624b\u306b\u8abf\u3079\u3066\u307b\u3057\u3044\u3053\u3068\u3092\u3001\u5177\u4f53\u7684\u306a\u4f1d\u7968\u306e\u6761\u4ef6\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \uff08\u8a08\u4e0a\u65e5\u3001\u91d1\u984d\u3001\u6458\u8981\u306e\u6587\u8a00\uff09\n- \u8cac\u4efb\u306e\u6240\u5728\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 200\u5b57\u4ee5\u5185\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"pair_id\": \"\",\n  \"creditor_company\": \"\",\n  \"debtor_company\": \"\",\n  \"difference_amount\": 0,\n  \"diagnosis\": [\n    {\n      \"type\": \"timing | amount | missing | counterparty | tax | fx | unknown\",\n      \"confidence\": \"high | medium | low\",\n      \"evidence\": \"\",\n      \"candidate_rows\": { \"receivable\": [], \"payable\": [] },\n      \"amount_explained\": 0\n    }\n  ],\n  \"unexplained_amount\": 0,\n  \"inquiry_draft\": \"\",\n  \"recurring_from_prior_month\": false\n}\n```\n\n`amount_explained` \u3068 `unexplained_amount` \u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u5074\u3067\u691c\u7b97\u3057\u307e\u3059\u3002**\u8aac\u660e\u3055\u308c\u305f\u91d1\u984d\u306e\u5408\u8a08\u304c\u5dee\u984d\u306b\u4e00\u81f4\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u5224\u5b9a\u304c\u7834\u7dbb\u3057\u3066\u3044\u308b\u306e\u3067\u4eba\u3078\u56de\u3057\u307e\u3059\u3002**\n\n`recurring_from_prior_month` \u304c\u771f\u306e\u5dee\u7570\u306f\u3001\u5225\u306b\u96c6\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u7e70\u308a\u8fd4\u3059\u5dee\u7570\u306f\u3001\u500b\u5225\u306b\u76f4\u3057\u3066\u3082\u7fcc\u6708\u307e\u305f\u51fa\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u4f55\u3092\u3059\u308b\u304b |\n|:--|:--|\n| \u63d0\u51fa\u30d5\u30a9\u30eb\u30c0 | \u5404\u793e\u306e\u660e\u7d30\u3092\u53d7\u3051\u53d6\u308b\u3002\u63d0\u51fa\u72b6\u6cc1\u3092\u7ba1\u7406\u3059\u308b |\n| \u8868\u8a08\u7b97 | \u5dee\u7570\u4e00\u89a7\u3092\u4e26\u3079\u3001\u9023\u7d50\u62c5\u5f53\u304c\u78ba\u8a8d\u3068\u7de8\u96c6\u3092\u884c\u3046 |\n| \u30e1\u30fc\u30eb | \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u62c5\u5f53\u8005\u306e\u4e0b\u66f8\u304d\u306b\u4f5c\u308b\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u306a\u3044** |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u78ba\u5b9a\u3057\u305f\u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u3092\u767b\u9332\u3059\u308b\u3002**\u4eba\u306e\u627f\u8a8d\u3092\u7d4c\u308b** |\n| \u5dee\u7570\u306e\u8a18\u9332 | \u578b\u30fb\u91d1\u984d\u30fb\u89e3\u6c7a\u65e5\u30fb\u539f\u56e0\u3092\u6b8b\u3057\u3001\u7fcc\u6708\u306e\u5165\u529b\u306b\u3059\u308b |\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4ed5\u8a33\u306e\u81ea\u52d5\u767b\u9332\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u3053\u306e\u4f5c\u696d\u306e\u7d50\u679c\u304c**\u6c7a\u7b97\u6570\u5024\u306b\u306a\u308b**\u305f\u3081\u3067\u3059\u3002\u8aa4\u3063\u305f\u6d88\u3057\u8fbc\u307f\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8cc7\u7523\u30fb\u8ca0\u50b5\u3092\u5b9f\u614b\u3068\u9055\u3046\u91d1\u984d\u306b\u3057\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u5dee\u7570\u4e00\u89a7\u3092 **\u91d1\u984d\u306e\u5927\u304d\u3044\u9806**\u306b\u4e26\u3079\u308b\n- \u578b\u3054\u3068\u306b\u8272\u5206\u3051\u3057\u3001\u540c\u3058\u578b\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`unknown` \u3092\u4e0a\u306b\u51fa\u3059\n- \u5019\u88dc\u306e\u5bfe\u5fdc\u884c\u3092\u3001\u5143\u306e\u660e\u7d30\u3078\u30ea\u30f3\u30af\u3059\u308b\n- **\u524d\u6708\u304b\u3089\u7e70\u308a\u8fd4\u3057\u3066\u3044\u308b\u5dee\u7570\u306b\u5370\u3092\u4ed8\u3051\u308b**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u660e\u7d30\u304c\u672a\u63d0\u51fa\u306e\u4f1a\u793e\u304c\u3042\u308b | \u7763\u4fc3\u3092\u9001\u308a\u3001\u305d\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u51e6\u7406\u3092\u4fdd\u7559\u306b\u3059\u308b |\n| \u5217\u306e\u4e26\u3073\u304c\u5909\u308f\u3063\u305f | \u5217\u540d\u3067\u8aad\u3080\u3002**\u5217\u756a\u53f7\u3067\u8aad\u3080\u3068\u7121\u8a00\u3067\u305a\u308c\u308b** |\n| \u8aac\u660e\u3055\u308c\u305f\u91d1\u984d\u306e\u5408\u8a08\u304c\u5dee\u984d\u3068\u5408\u308f\u306a\u3044 | \u5224\u5b9a\u304c\u7834\u7dbb\u3057\u3066\u3044\u308b\u3002\u4eba\u3078\u56de\u3059 |\n| \u540c\u3058\u91d1\u984d\u306e\u53d6\u5f15\u304c\u8907\u6570\u3042\u3063\u3066\u5bfe\u5fdc\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u5019\u88dc\u3092\u8907\u6570\u6319\u3052\u3001\u6d88\u3057\u8fbc\u307f\u3092\u78ba\u5b9a\u3057\u306a\u3044 |\n| \u76f8\u624b\u5148\u306e\u4f1a\u793e\u30b3\u30fc\u30c9\u304c\u8aa4\u3063\u3066\u3044\u308b | `counterparty` \u3068\u3057\u3066\u5224\u5b9a\u3057\u3001\u4e21\u793e\u306b\u78ba\u8a8d\u3059\u308b |\n| \u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u308b | \u524d\u51e6\u7406\u3067\u5206\u3051\u308b\u3002\u6df7\u3056\u3063\u305f\u307e\u307e\u7a81\u5408\u3057\u306a\u3044 |\n| \u6d77\u5916\u5b50\u4f1a\u793e\u306e\u30ec\u30fc\u30c8\u304c\u6307\u5b9a\u3068\u9055\u3046 | `fx` \u3068\u3057\u3066\u5224\u5b9a\u3057\u3001\u5dee\u984d\u306e\u3046\u3061\u63db\u7b97\u306b\u3088\u308b\u5206\u3092\u793a\u3059 |\n| \u524d\u6708\u3068\u540c\u3058\u5dee\u7570\u304c\u51fa\u3066\u3044\u308b | `recurring` \u306e\u5370\u3092\u4ed8\u3051\u3001\u5225\u306b\u96c6\u8a08\u3059\u308b |\n| \u660e\u7d30\u306e\u884c\u6570\u304c\u591a\u304f\u51e6\u7406\u304c\u7d42\u308f\u3089\u306a\u3044 | \u7a81\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5074\u3067\u884c\u5358\u4f4d\u306b\u56de\u3055\u306a\u3044 |\n| \u5dee\u7570\u304c\u671f\u9650\u307e\u3067\u306b\u89e3\u6c7a\u3057\u306a\u3044 | \u672a\u89e3\u6c7a\u3068\u3057\u3066\u6301\u3061\u8d8a\u3057\u3001\u7fcc\u6708\u306e\u5165\u529b\u306b\u3059\u308b\u3002**\u653e\u7f6e\u3057\u306a\u3044** |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5404\u793e\u304c\u63d0\u51fa\u3057\u305f\u660e\u7d30\uff08\u539f\u672c\uff09\n- \u6a5f\u68b0\u7684\u306a\u6d88\u3057\u8fbc\u307f\u306e\u7d50\u679c\uff08\u4f55\u304c\u4e00\u81f4\u3057\u3001\u4f55\u304c\u6b8b\u3063\u305f\u304b\uff09\n- AI\u306e\u5224\u5b9a\u3068\u3001\u305d\u306e\u6839\u62e0\n- \u76f8\u624b\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\n- \u78ba\u5b9a\u3057\u305f\u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u3068\u3001\u627f\u8a8d\u8005\n- **\u4eba\u304cAI\u306e\u5224\u5b9a\u3092\u8a02\u6b63\u3057\u305f\u7b87\u6240**\n\n**\u6700\u521d\u306e\u9805\u76ee\u306f\u5fc5\u305a\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u76e3\u67fb\u3067\u300c\u3053\u306e\u6d88\u53bb\u306f\u3069\u306e\u660e\u7d30\u306b\u57fa\u3065\u304f\u306e\u304b\u300d\u3092\u554f\u308f\u308c\u307e\u3059\u3002\n\n\u6700\u5f8c\u306e\u9805\u76ee\u306f\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u671f\u30ba\u30ec\u306e\u5224\u5b9a\u306f\u6b63\u78ba\u3060\u304c\u3001\u91d1\u984d\u9055\u3044\u306f\u534a\u5206\u304c\u5916\u308c\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u6d88\u8fbc\u30eb\u30fc\u30eb\u3092\u76f4\u3059\u624b\u304c\u304b\u308a\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u524d\u6708\u306e\u7167\u5408\u3067\u5dee\u7570\u304c\u51fa\u305f\u7d44\u307f\u5408\u308f\u305b\u309210\u4ef6\u9078\u3076\n2. \u4e21\u793e\u306e\u660e\u7d30\uff08\u6d88\u3057\u8fbc\u307f\u5f8c\u306b\u6b8b\u3063\u305f\u884c\uff09\u3092\u8868\u8a08\u7b97\u3067\u7528\u610f\u3059\u308b\n3. \u751f\u6210AI\u306b\u6e21\u3057\u3001\u5dee\u7570\u306e\u578b\u3068\u6839\u62e0\u3092\u51fa\u3055\u305b\u308b\n4. \u9023\u7d50\u62c5\u5f53\u304c\u3001\u5f53\u6642\u306e\u7d50\u8ad6\u3068\u6bd4\u3079\u308b\n5. 10\u4ef6\u306e\u3046\u3061\u3001\u578b\u304c\u5408\u3063\u3066\u3044\u305f\u306e\u304c\u4f55\u4ef6\u304b\u3092\u6570\u3048\u308b\n\n**\u3053\u306e\u691c\u8a3c\u3067\u3001\u6d88\u8fbc\u30eb\u30fc\u30eb\u306e\u7518\u3055\u3082\u898b\u3064\u304b\u308a\u307e\u3059\u3002** \u300c\u672c\u5f53\u306f\u5b8c\u5168\u4e00\u81f4\u3067\u6d88\u3048\u308b\u306f\u305a\u306e\u884c\u304c\u6b8b\u3063\u3066\u3044\u305f\u300d\u306a\u3089\u3001\u524d\u51e6\u7406\u306e\u554f\u984c\u3067\u3059\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u578b\u304c\u5408\u3063\u3066\u3044\u305f\u5272\u5408 | \u5224\u65ad |\n|:--|:--|\n| 8\u5272\u4ee5\u4e0a | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b |\n| 5\u301c8\u5272 | \u6458\u8981\u6b04\u306e\u66f8\u304d\u65b9\u306b\u539f\u56e0\u304c\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u3002**\u5404\u793e\u306b\u8a18\u5165\u30eb\u30fc\u30eb\u3092\u4f9d\u983c\u3059\u308b** |\n| 5\u5272\u672a\u6e80 | \u660e\u7d30\u306e\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u3002**\u5148\u306b\u63d0\u51fa\u5f62\u5f0f\u3092\u6c7a\u3081\u308b** |","minimal_setup_short":"\u6b8b\u3063\u305f\u5dee\u7570\u3092\u751f\u6210AI\u306b\u8cbc\u308a\u3001\u578b\u3068\u8aac\u660e\u3092\u51fa\u3055\u305b\u308b \uff0f \u539f\u56e0\u306e\u5207\u308a\u5206\u3051\u306e\u307f","semi_auto_setup":"\u63d0\u51fa \u2192 \u6b63\u898f\u5316 \u2192 \u6d88\u3057\u8fbc\u307f \u2192 \u578b\u5224\u5b9a \u2192 \u554f\u3044\u5408\u308f\u305b\u6587\u307e\u3067\u3092\u81ea\u52d5\u5316 \uff0f \u7a81\u5408\u3068\u5207\u308a\u5206\u3051","full_setup":"\u4e0a\u8a18\uff0b\u63d0\u51fa\u306e\u7763\u4fc3\uff0b\u56de\u7b54\u306e\u8a18\u9332\uff0b\u4ed5\u8a33\u306e\u4e0b\u66f8\u304d\uff0b\u7e70\u308a\u8fd4\u3057\u5dee\u7570\u306e\u96c6\u8a08 \uff0f \u627f\u8a8d\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u30019\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u7a81\u5408\u306e5\u5206\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30684\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u304c\u5fc5\u8981\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4f1a\u793e\u3054\u3068\u306b\u5217\u304c\u9055\u3044\u3001\u305d\u308d\u3048\u3089\u308c\u306a\u3044 | \u63d0\u51fa\u5f62\u5f0f\u30921\u679a\u306e\u3072\u306a\u5f62\u3067\u914d\u308b\u3002\u5217\u540d\u3067\u8aad\u3080 |\n| \u7a81\u5408\u306e\u5bfe\u8c61\u304c\u591a\u304f\u51e6\u7406\u304c\u7d42\u308f\u3089\u306a\u3044 | \u5b8c\u5168\u4e00\u81f4 \u2192 \u8fd1\u4f3c\u4e00\u81f4\u306e\u9806\u306b\u6bb5\u968e\u7684\u306b\u6d88\u3059\u3002AI\u306b\u5168\u4ef6\u6e21\u3055\u306a\u3044 |\n| AI\u304c\u91d1\u984d\u3092\u8a08\u7b97\u3057\u3066\u9593\u9055\u3048\u308b | \u6570\u5024\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u5024\u3060\u3051\u3092\u6e21\u3059\u3002\u8a08\u7b97\u3092\u7981\u6b62\u3059\u308b |\n| \u8aac\u660e\u3055\u308c\u305f\u91d1\u984d\u304c\u5dee\u984d\u3068\u5408\u308f\u306a\u3044 | \u691c\u7b97\u3092\u5165\u308c\u3001\u5408\u308f\u306a\u3051\u308c\u3070\u4eba\u3078\u56de\u3059 |\n| \u540c\u984d\u306e\u53d6\u5f15\u304c\u8907\u6570\u3042\u308a\u5bfe\u5fdc\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u5019\u88dc\u3092\u8907\u6570\u51fa\u3057\u3001\u78ba\u5b9a\u3057\u306a\u3044 |\n| \u6458\u8981\u304c\u7a7a\u6b04\u3067\u5224\u5b9a\u3067\u304d\u306a\u3044 | `unknown` \u3067\u8fd4\u3059\u3002**\u5404\u793e\u306b\u8a18\u5165\u3092\u4f9d\u983c\u3059\u308b\u307b\u3046\u304c\u52b9\u304f** |\n| \u70ba\u66ff\u306e\u5dee\u7570\u3068\u5b9f\u614b\u306e\u5dee\u7570\u304c\u6df7\u3056\u308b | \u63db\u7b97\u524d\u306e\u91d1\u984d\u3068\u901a\u8ca8\u3092\u5fc5\u305a\u6b8b\u3059 |\n| Excel\u30b3\u30cd\u30af\u30bf\u304c256\u884c\u3057\u304b\u8fd4\u3055\u306a\u3044 | \u30da\u30fc\u30b8\u9001\u308a\u3092\u6709\u52b9\u306b\u3059\u308b\u3002\u884c\u6570\u304c\u591a\u3051\u308c\u3070CSV\u3067\u53d7\u3051\u53d6\u308b |\n| \u672a\u89e3\u6c7a\u306e\u5dee\u7570\u304c\u6bce\u6708\u7a4d\u307f\u4e0a\u304c\u308b | \u7e70\u308a\u8fd4\u3057\u5dee\u7570\u3092\u5225\u306b\u96c6\u8a08\u3057\u3001\u904b\u7528\u306e\u554f\u984c\u3068\u3057\u3066\u6271\u3046 |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u9593\u306e\u53d6\u5f15\u91d1\u984d\u3001\u53d6\u5f15\u5148\u3001\u5024\u5f15\u304d\u306e\u8a18\u9332\u3002**\u30b0\u30eb\u30fc\u30d7\u306e\u5185\u90e8\u53d6\u5f15\u306e\u5168\u4f53\u50cf\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u9023\u7d50\u524d\u306e\u6570\u5024\u306e\u6a5f\u5bc6\u6027** \u2026 \u9023\u7d50\u6c7a\u7b97\u304c\u78ba\u5b9a\u3059\u308b\u524d\u306e\u6570\u5024\u306f\u3001**\u4e0a\u5834\u4f01\u696d\u3067\u306f\u91cd\u8981\u4e8b\u5b9f\u306b\u306a\u308a\u3046\u308b\u60c5\u5831\u3067\u3059\u3002** \u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u53ef\u5426\u3092\u3001\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3068\u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u306e\u7ba1\u7406\u898f\u7a0b\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n2. **\u53d6\u5f15\u6761\u4ef6** \u2026 \u30b0\u30eb\u30fc\u30d7\u5185\u306e\u79fb\u8ee2\u4fa1\u683c\u306b\u95a2\u308f\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u7a0e\u52d9\u4e0a\u306e\u8ad6\u70b9\u306b\u306a\u308a\u3046\u308b\u305f\u3081\u3001\u53d6\u308a\u6271\u3044\u3092\u7a0e\u52d9\u62c5\u5f53\u3068\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044**\n3. **\u6570\u5024\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044** \u2026 \u5dee\u984d\u3001\u5408\u8a08\u3001\u63db\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a08\u7b97\u3057\u307e\u3059\u3002**\u691c\u7b97\u3067\u304d\u306a\u3044\u6570\u5024\u3092\u6c7a\u7b97\u306b\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n4. **\u6d88\u3057\u8fbc\u307f\u306e\u81ea\u52d5\u78ba\u5b9a\u3092\u3057\u306a\u3044** \u2026 AI\u304c\u793a\u3059\u306e\u306f\u5019\u88dc\u3067\u3059\u3002**\u78ba\u5b9a\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\n5. **\u4ed5\u8a33\u306e\u81ea\u52d5\u767b\u9332\u3092\u3057\u306a\u3044** \u2026 \u8abf\u6574\u30fb\u6d88\u53bb\u4ed5\u8a33\u306e\u767b\u9332\u306f\u3001\u627f\u8a8d\u3092\u7d4c\u3066\u304b\u3089\u884c\u3063\u3066\u304f\u3060\u3055\u3044\n6. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n7. **\u76e3\u67fb\u3078\u306e\u5bfe\u5fdc** \u2026 \u6d88\u53bb\u306e\u6839\u62e0\u3068\u306a\u3063\u305f\u660e\u7d30\u3068\u3001\u5224\u65ad\u306e\u7d4c\u7def\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u300cAI\u304c\u5224\u5b9a\u3057\u305f\u300d\u306f\u76e3\u67fb\u306e\u8aac\u660e\u306b\u306a\u308a\u307e\u305b\u3093**\n8. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u6b63\u898f\u5316\u3001\u6d88\u3057\u8fbc\u307f\u3001\u578b\u306e\u5224\u5b9a\u3001\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4f5c\u6210\u307e\u3067\u3067\u3059\u3002**\u6d88\u3057\u8fbc\u307f\u306e\u78ba\u5b9a\u3001\u4ed5\u8a33\u306e\u4f5c\u6210\u3001\u627f\u8a8d\u306f\u3001\u5fc5\u305a\u4eba\u304c\u884c\u3044\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u6d88\u53bb\u306b\u3088\u308b\u9023\u7d50\u6570\u5024\u306e\u8aa4\u308a**\u3067\u3059\u3002\u4fee\u6b63\u304c\u3042\u308c\u3070\u3001\u958b\u793a\u6e08\u307f\u306e\u6570\u5024\u306e\u8a02\u6b63\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u691c\u7b97\u3092\u5fc5\u305a\u5165\u308c\u3001\u78ba\u8a8d\u306e\u5de5\u7a0b\u3092\u7701\u3051\u308b\u8a2d\u8a08\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u5b50\u4f1a\u793e\u30fb\u95a2\u9023\u4f1a\u793e\u304c5\u793e\u4ee5\u4e0a\u3042\u308a\u3001\u6708\u6b21\u3067\u50b5\u6a29\u50b5\u52d9\u306e\u7167\u5408\u3092\u884c\u3063\u3066\u3044\u308b\u4f01\u696d\u3002\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304c\u4f1a\u793e\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u3066\u3001\u7a81\u5408\u3092\u8868\u8a08\u7b97\u3067\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u30b0\u30eb\u30fc\u30d7\u9593\u53d6\u5f15\u304c\u6708200\u4ef6\u4ee5\u4e0a\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u30b0\u30eb\u30fc\u30d7\u5168\u793e\u304c\u540c\u4e00\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u8f09\u3063\u3066\u3044\u3066\u3001\u5185\u90e8\u53d6\u5f15\u304c\u81ea\u52d5\u3067\u6d88\u53bb\u3055\u308c\u308b\u5834\u5408\u3002\u5b50\u4f1a\u793e\u304c1\u301c2\u793e\u3067\u3001\u53d6\u5f15\u304c\u6708\u6570\u4ef6\u306e\u5834\u5408\u3002\u9023\u7d50\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u4e2d\u306e\u5834\u5408\uff08\u305d\u3061\u3089\u304c\u5148\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u5dee\u7570\u306e\u578b\u3092\u6570\u3048\u308b**\n\n\u904e\u53bb3\u304b\u6708\u306e\u5dee\u7570\u3092\u30016\u3064\u306e\u578b\u3067\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u300c\u671f\u30ba\u30ec\u300d\u304c7\u5272\u3092\u5360\u3081\u308b\u306a\u3089\u3001\u3053\u306e\u69cb\u6210\u3088\u308a\u5148\u306b\u7de0\u3081\u306e\u65e5\u7a0b\u3092\u5408\u308f\u305b\u308b\u307b\u3046\u304c\u52b9\u304d\u307e\u3059\u3002**\n\n**\u3042\u308f\u305b\u3066\u3001\u7e70\u308a\u8fd4\u3057\u51fa\u3066\u3044\u308b\u5dee\u7570\u3092\u6570\u3048\u3066\u304f\u3060\u3055\u3044\u3002** \u6bce\u6708\u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3067\u51fa\u3066\u3044\u308b\u306a\u3089\u3001\u539f\u56e0\u306f\u904b\u7528\u306b\u3042\u308a\u307e\u3059\u3002\n\n**2\u301c3\u9031\u76ee\uff1a\u63d0\u51fa\u5f62\u5f0f\u3092\u305d\u308d\u3048\u308b**\n\n\u5404\u793e\u306b\u914d\u308b\u660e\u7d30\u306e\u3072\u306a\u5f62\u30921\u679a\u4f5c\u308a\u307e\u3059\u3002\u9805\u76ee\u306f\u3001\u76f8\u624b\u4f1a\u793e\u30b3\u30fc\u30c9\u30fb\u8a08\u4e0a\u65e5\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u7a0e\u533a\u5206\u30fb\u6458\u8981\u30fb\u4f1d\u7968\u756a\u53f7\u3067\u3059\u3002\n\n**\u6458\u8981\u6b04\u306e\u66f8\u304d\u65b9\u3082\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u300c\u5024\u5f15\u300d\u300c\u76f8\u6bba\u300d\u300c\u652f\u7d66\u54c1\u300d\u3068\u3044\u3063\u305f\u8a9e\u3092\u4f7f\u3046\u3088\u3046\u4f9d\u983c\u3059\u308b\u3060\u3051\u3067\u3001\u5224\u5b9a\u306e\u8cea\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u3053\u308c\u306fAI\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u52b9\u304d\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u6d88\u8fbc\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u308b**\n\n\u8a31\u5bb9\u3059\u308b\u65e5\u6570\u306e\u305a\u308c\u3068\u3001\u8a31\u5bb9\u3059\u308b\u91d1\u984d\u306e\u5dee\u3092\u6c7a\u3081\u307e\u3059\u3002**\u3053\u3053\u3092\u6c7a\u3081\u308b\u3068\u3001\u6a5f\u68b0\u7684\u306b\u6d88\u305b\u308b\u5272\u5408\u304c\u5206\u304b\u308a\u307e\u3059\u3002** 8\u5272\u524d\u5f8c\u6d88\u3048\u308b\u306a\u3089\u3001\u3053\u306e\u69cb\u6210\u304c\u6210\u308a\u7acb\u3061\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u524d\u6708\u306b\u5dee\u7570\u304c\u51fa\u305f10\u4ef6\u3067\u3001\u578b\u306e\u5224\u5b9a\u3092\u8a66\u3057\u307e\u3059\u3002**\u5f53\u6642\u306e\u7d50\u8ad6\u3068\u6bd4\u3079\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u63d0\u51fa\u304b\u3089\u5dee\u7570\u4e00\u89a7\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u30011\u304b\u6708\u56de\u3057\u307e\u3059\u3002**9\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u534a\u5e74\u5f8c\u306b\u306f\u3001\u7e70\u308a\u8fd4\u3057\u5dee\u7570\u306e\u96c6\u8a08\u3092\u7d4c\u55b6\u306b\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u7167\u5408\u306e\u5de5\u6570\u3088\u308a\u3001**\u306a\u305c\u6bce\u6708\u540c\u3058\u5dee\u7570\u304c\u51fa\u308b\u306e\u304b**\u306e\u307b\u3046\u304c\u3001\u89e3\u304f\u3079\u304d\u554f\u984c\u3067\u3042\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n---","related_usecases":["UC-0032","UC-0066","UC-0081","UC-0057"],"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":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Power Automate \u306e Excel Online\uff08Business\uff09\u30b3\u30cd\u30af\u30bf\u306e\u300c\u30c6\u30fc\u30d6\u30eb\u306b\u5b58\u5728\u3059\u308b\u884c\u3092\u4e00\u89a7\u8868\u793a\u3059\u308b\u300d\u304c\u65e2\u5b9a\u3067\u6700\u5927256\u884c\u3092\u8fd4\u3057\u3001\u5168\u884c\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u30da\u30fc\u30b8\u9001\u308a\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3002\u65e2\u5b9a\u3067\u306f\u6700\u521d\u306e500\u5217\u304c\u8fd4\u308a\u3001`Select Query` \u3067\u53d6\u5f97\u3059\u308b\u5217\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308bExcel\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u5927\u30b5\u30a4\u30ba\u304c25MB\u3067\u3042\u308b\u3053\u3068\u3002\u63a5\u7d9a\u3054\u3068\u306eAPI\u547c\u3073\u51fa\u3057\u304c60\u79d2\u3042\u305f\u308a100\u56de\u306b\u5236\u9650\u3055\u308c\u308b\u3053\u3068 | [Microsoft Learn\uff1aExcel Online (Business) \u30b3\u30cd\u30af\u30bf](https:\/\/learn.microsoft.com\/ja-jp\/connectors\/excelonlinebusiness\/) | 2026-09-21 |\n| Power Automate \u306e\u30af\u30e9\u30a6\u30c9\u30d5\u30ed\u30fc\u3067\u3001\u300cApply to each\u300d\u30eb\u30fc\u30d7\u304c\u51e6\u7406\u3067\u304d\u308b\u914d\u5217\u9805\u76ee\u306e\u6700\u5927\u6570\u304c10\u4e07\u4ef6\uff08Low \u306e\u5834\u5408\u306f5,000\u4ef6\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3054\u3068\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u6570\u306e\u4e0a\u9650\u304c500\u3067\u3042\u308b\u3053\u3068\u3002\u5b9f\u884c\u306e\u7d99\u7d9a\u6642\u9593\u306e\u4e0a\u9650\u304c30\u65e5\u3067\u3042\u308b\u3053\u3068\u3002\u540c\u6642\u5b9f\u884c\u5236\u5fa1\u3092\u30aa\u30f3\u306b\u3057\u305f\u5834\u5408\u306e\u4e26\u5217\u5ea6\u304c1\u304b\u3089100\uff08\u65e2\u5b9a25\uff09\u3067\u3042\u308b\u3053\u3068 | [Microsoft Learn\uff1a\u81ea\u52d5\u5316\u30d5\u30ed\u30fc\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3055\u308c\u305f\u30d5\u30ed\u30fc\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30c8 \u30d5\u30ed\u30fc\u306e\u5236\u9650\u4e8b\u9805](https:\/\/learn.microsoft.com\/ja-jp\/power-automate\/limits-and-config) | 2026-09-21 |\n| Claude API\u306e\u69cb\u9020\u5316\u51fa\u529b\u304c\u3001\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u306b\u3088\u308a\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306e\u751f\u6210\u3092\u30e2\u30c7\u30eb\u5074\u3067\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3002\u5217\u6319\u30fb\u5b9a\u6570\u30fb\u53c2\u7167\u306f\u4f7f\u3048\u308b\u304c\u3001\u518d\u5e30\u30b9\u30ad\u30fc\u30de\u3084\u6570\u5024\u306e\u7bc4\u56f2\u6307\u5b9a\u306f\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-21 |\n\n**\u9023\u7d50\u6c7a\u7b97\u304c\u78ba\u5b9a\u3059\u308b\u524d\u306e\u30b0\u30eb\u30fc\u30d7\u5185\u306e\u6570\u5024\u306f\u3001\u4e0a\u5834\u4f01\u696d\u3067\u306f\u91cd\u8981\u4e8b\u5b9f\u306b\u3042\u305f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** 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