{"id":9363,"date":"2026-09-08T17:05:28","date_gmt":"2026-09-08T08:05:28","guid":{"rendered":"https:\/\/debono.co.jp\/media\/?post_type=ai_usecase&#038;p=9363"},"modified":"2026-09-08T17:21:17","modified_gmt":"2026-09-08T08:21:17","slug":"ar-payment-matching","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/ar-payment-matching\/","title":{"rendered":"\u5165\u91d1\u660e\u7d30\u3068\u58f2\u639b\u91d1\u306e\u6d88\u8fbc\u5019\u88dc\u3092\u4f5c\u6210\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\uff08\u632f\u8fbc\u65e5\u3001\u632f\u8fbc\u540d\u7fa9\u3001\u91d1\u984d\uff09\u3068\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u58f2\u639b\u91d1\u6b8b\u9ad8\u30c7\u30fc\u30bf\u3092\u5165\u529b\u306b\u3001\u300c\u3053\u306e\u5165\u91d1\u306f\u3069\u306e\u8acb\u6c42\u306b\u5bfe\u3059\u308b\u3082\u306e\u304b\u300d\u306e\u5019\u88dc\u3092\u63d0\u793a\u3055\u305b\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0007","platform_main":"Python","publish_date":"","last_updated":"2026-09-08","tech_verified_date":"2026-09-02","trigger":"**\u6bce\u671d8\u6642\u306e\u6642\u523b\u8d77\u52d5**\u306b\u3057\u307e\u3059\u3002\n\n\u524d\u65e5\u5206\u306e\u5165\u91d1\u660e\u7d30\u3092\u4e00\u62ec\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306f\u4e0d\u8981\u3067\u3001\u3080\u3057\u308d\u65e5\u6b21\u3067\u307e\u3068\u3081\u305f\u307b\u3046\u304c\u3001\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u91d1\u660e\u7d30 | \u632f\u8fbc\u65e5\u3001\u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u3001\u91d1\u984d\u3001\u9280\u884c\u652f\u5e97 | \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0 |\n| \u58f2\u639b\u91d1\u6b8b\u9ad8 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u91d1\u984d\u3001\u8acb\u6c42\u65e5\u3001\u652f\u6255\u671f\u65e5\u3001\u672a\u6d88\u8fbc\u6b8b\u9ad8 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u53d6\u5f15\u5148\u30de\u30b9\u30bf | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u30ab\u30ca\u3001\u65e7\u793e\u540d\u3001\u652f\u6255\u6761\u4ef6 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u540d\u5bc4\u305b\u8f9e\u66f8 | \u904e\u53bb\u306e\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5b9f\u7e3e | \u904e\u53bb\u306e\u6d88\u8fbc\u30c7\u30fc\u30bf\u304b\u3089\u751f\u6210 |\n| \u624b\u6570\u6599\u30de\u30b9\u30bf | \u9280\u884c\u5225\u30fb\u91d1\u984d\u5e2f\u5225\u306e\u632f\u8fbc\u624b\u6570\u6599 | \u624b\u4f5c\u696d\u3067\u6574\u5099 |","data_source":"**\u5165\u91d1\u660e\u7d30\uff1a** \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u5168\u9280\u5f62\u5f0f\uff08\u307e\u305f\u306fCSV\uff09\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306e\u81ea\u52d5\u5316\u306f\u3001\u9280\u884c\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070API\u3067\u3001\u3057\u3066\u3044\u306a\u3051\u308c\u3070RPA\u3067\u884c\u3044\u307e\u3059\u3002**RPA\u3067\u306e\u30ed\u30b0\u30a4\u30f3\u81ea\u52d5\u5316\u306f\u3001\u9280\u884c\u306e\u5229\u7528\u898f\u7d04\u3067\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5951\u7d04\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u58f2\u639b\u91d1\u6b8b\u9ad8\uff1a** \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3001\u307e\u305f\u306f\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u53d6\u5f97\u3057\u307e\u3059\u3002\n\n**\u540d\u5bc4\u305b\u8f9e\u66f8\uff1a** \u904e\u53bb2\u5e74\u5206\u306e\u6d88\u8fbc\u5b9f\u7e3e\u304b\u3089\u3001\u300c\u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u308c\u304c\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u52b9\u304f\u8cc7\u7523\u3067\u3059\u3002** \u4e00\u5ea6\u4f5c\u308c\u3070\u3001\u540c\u3058\u53d6\u5f15\u5148\u304b\u3089\u306e\u5165\u91d1\u306f\u4ee5\u5f8c\u3059\u3079\u3066\u30eb\u30fc\u30eb\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002AI\u3092\u4f7f\u3046\u306e\u306f\u3001\u8f9e\u66f8\u306b\u306a\u3044\u65b0\u3057\u3044\u540d\u7fa9\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002","preprocessing":"1. **\u540d\u7fa9\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\/\u534a\u89d2\u3001\u30ab\u30bf\u30ab\u30ca\/\u3072\u3089\u304c\u306a\u3001\u30b9\u30da\u30fc\u30b9\u306e\u6709\u7121\u3092\u63c3\u3048\u307e\u3059\u3002\u300c\u30ab\uff09\u300d\u300c\uff08\u30ab\u300d\u300c(\u30ab)\u300d\u3092\u300c\u30ab\u30d6\u30b7\u30ad\u30ac\u30a4\u30b7\u30e3\u300d\u306b\u7d71\u4e00\u3057\u307e\u3059\n2. **\u8f9e\u66f8\u7167\u5408** \u2026 \u6b63\u898f\u5316\u3057\u305f\u540d\u7fa9\u304c\u8f9e\u66f8\u306b\u3042\u308c\u3070\u3001\u305d\u306e\u6642\u70b9\u3067\u53d6\u5f15\u5148\u304c\u78ba\u5b9a\u3057\u307e\u3059\n3. **\u624b\u6570\u6599\u63a7\u9664\u306e\u5224\u5b9a** \u2026 \u5165\u91d1\u984d\u306b\u624b\u6570\u6599\u30de\u30b9\u30bf\u306e\u91d1\u984d\uff08440\u5186\u3001660\u5186\u3001880\u5186\u306a\u3069\uff09\u3092\u8db3\u3057\u305f\u5024\u304c\u3001\u672a\u6d88\u8fbc\u8acb\u6c42\u306e\u91d1\u984d\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u8a66\u3057\u307e\u3059\n4. **\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22** \u2026 \u305d\u306e\u53d6\u5f15\u5148\u306e\u672a\u6d88\u8fbc\u8acb\u6c42\u304b\u3089\u3001\u5408\u8a08\u304c\u5165\u91d1\u984d\u3068\u4e00\u81f4\u3059\u308b\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u3057\u307e\u3059\u3002**\u7d44\u307f\u5408\u308f\u305b\u304c\u8907\u6570\u3042\u308b\u5834\u5408\u306f\u3001\u652f\u6255\u671f\u65e5\u306e\u53e4\u3044\u9806\u3092\u512a\u5148\u3059\u308b\u898f\u5247\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059**\n5. **AI\u3092\u547c\u3076\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 1\u301c4\u3067\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u3092AI\u306b\u56de\u3057\u307e\u3059\n\n**5\u304c\u91cd\u8981\u3067\u3059\u3002** \u540d\u5bc4\u305b\u8f9e\u66f8\u304c\u80b2\u3064\u307b\u3069AI\u3092\u547c\u3076\u4ef6\u6570\u306f\u6e1b\u308a\u3001\u6708700\u4ef6\u304c\u6708100\u4ef6\u7a0b\u5ea6\u307e\u3067\u4e0b\u304c\u308a\u307e\u3059\u3002","ai_processing":"\u898f\u5247\u3067\u66f8\u3051\u306a\u3044\u90e8\u5206\u3060\u3051\u3092\u4efb\u305b\u307e\u3059\u3002\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u540d\u7fa9\u306e\u985e\u4f3c\u5224\u65ad | \u8f9e\u66f8\u306b\u306a\u3044\u540d\u7fa9\u306b\u3064\u3044\u3066\u3001\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u4e2d\u304b\u3089\u5019\u88dc\u3092\u6319\u3052\u308b |\n| \u7565\u79f0\u30fb\u901a\u79f0\u306e\u89e3\u91c8 | \u300c\u30de\u30eb\u30de\u30ebHD\u300d\u304c\u300c\u682a\u5f0f\u4f1a\u793e\u30de\u30eb\u30de\u30eb\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9\u300d\u3067\u3042\u308b\u3053\u3068\u306e\u5224\u65ad |\n| \u500b\u4eba\u540d\u7fa9\u306e\u5224\u65ad | \u4ee3\u8868\u8005\u500b\u4eba\u540d\u3067\u632f\u308a\u8fbc\u307e\u308c\u305f\u5834\u5408\u306b\u3001\u6cd5\u4eba\u3092\u7279\u5b9a\u3059\u308b |\n| \u5019\u88dc\u306e\u9806\u4f4d\u3065\u3051 | \u8907\u6570\u306e\u5019\u88dc\u304c\u3042\u308b\u5834\u5408\u306b\u3001\u91d1\u984d\u30fb\u652f\u6255\u671f\u65e5\u30fb\u904e\u53bb\u306e\u5165\u91d1\u50be\u5411\u304b\u3089\u9806\u4f4d\u3092\u4ed8\u3051\u308b |\n| \u6839\u62e0\u306e\u751f\u6210 | \u306a\u305c\u305d\u306e\u5019\u88dc\u3092\u6319\u3052\u305f\u304b\u3092\u3001\u78ba\u8a8d\u8005\u5411\u3051\u306b1\u6587\u3067\u8aac\u660e\u3059\u308b |\n\n**\u91d1\u984d\u306e\u4e00\u81f4\u5224\u5b9a\u3068\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u306f\u3001AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u901f\u304f\u3001\u8cbb\u7528\u3082\u304b\u304b\u308a\u307e\u305b\u3093\u3002AI\u306f\u300c\u3069\u306e\u53d6\u5f15\u5148\u304b\u300d\u306e\u5224\u65ad\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7d4c\u7406\u306e\u58f2\u639b\u91d1\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u3069\u306e\u53d6\u5f15\u5148\u304b\u3089\u306e\u5165\u91d1\u304b\u306e\u5019\u88dc\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5019\u88dc\u306f\u3001\u63d0\u793a\u3055\u308c\u305f\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u4e2d\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30de\u30b9\u30bf\u306b\u306a\u3044\u53d6\u5f15\u5148\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3057\u305d\u3046\u306a\u53d6\u5f15\u5148\u304c\u306a\u3044\u5834\u5408\u306f\u3001candidates \u3092\u7a7a\u306e\u914d\u5217\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7121\u7406\u306b\u5019\u88dc\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u4e00\u81f4\u5224\u5b9a\u306f\u65e2\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u91d1\u984d\u304b\u3089\u53d6\u5f15\u5148\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u5019\u88dc\u306b\u306f\u3001\u540d\u7fa9\u306e\u3069\u306e\u90e8\u5206\u304c\u4e00\u81f4\u3059\u308b\u3068\u5224\u65ad\u3057\u305f\u304b\u3092 evidence \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u66f8\u3051\u306a\u3044\u5019\u88dc\u306f\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u4eba\u540d\u7fa9\u306e\u5834\u5408\u3001\u305d\u306e\u6c0f\u540d\u304c\u53d6\u5f15\u5148\u306e\u4ee3\u8868\u8005\u540d\u307e\u305f\u306f\u62c5\u5f53\u8005\u540d\u3068\u3057\u3066\n  \u30de\u30b9\u30bf\u306b\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u3001\u305d\u306e\u6cd5\u4eba\u3092\u5019\u88dc\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767b\u9332\u304c\u306a\u3051\u308c\u3070\u5019\u88dc\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u91d1\u60c5\u5831\u3011\n\u632f\u8fbc\u65e5: {date} \/ \u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09: {payer_name}\n\u91d1\u984d: {amount} \/ \u9280\u884c: {bank} {branch}\n\n\u3010\u53d6\u5f15\u5148\u30de\u30b9\u30bf\uff08\u30ab\u30ca\u304c\u90e8\u5206\u4e00\u81f4\u3059\u308b\u4e0a\u4f4d10\u4ef6\uff09\u3011\n{customer_candidates}\n\n\u3010\u5404\u5019\u88dc\u306e\u672a\u6d88\u8fbc\u6b8b\u9ad8\u3011\n{outstanding_by_customer}\n```\n\n**\u300c\u30de\u30b9\u30bf\u306b\u306a\u3044\u53d6\u5f15\u5148\u3092\u6319\u3052\u306a\u3044\u300d\u300c\u7121\u7406\u306b\u5019\u88dc\u3092\u4f5c\u3089\u306a\u3044\u300d\u306e2\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u3053\u308c\u304c\u306a\u3044\u3068\u3001AI\u306f\u4f3c\u305f\u97ff\u304d\u306e\u53d6\u5f15\u5148\u3092\u7121\u7406\u306b\u6319\u3052\u307e\u3059\u3002**\u9593\u9055\u3063\u305f\u6d88\u8fbc\u306f\u3001\u58f2\u639b\u91d1\u6b8b\u9ad8\u3092\u72c2\u308f\u305b\u3001\u5f8c\u306e\u7763\u4fc3\u3067\u53d6\u5f15\u5148\u306b\u8aa4\u3063\u305f\u8acb\u6c42\u3092\u3059\u308b\u3053\u3068\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002** \u5019\u88dc\u30bc\u30ed\u3067\u4eba\u306b\u56de\u3059\u307b\u3046\u304c\u3001\u8aa4\u3063\u305f\u5019\u88dc\u3092\u51fa\u3059\u3088\u308a\u306f\u308b\u304b\u306b\u5b89\u5168\u3067\u3059\u3002","output_data":"```json\n{\n  \"candidates\": [\n    {\n      \"customer_code\": \"\",\n      \"customer_name\": \"\",\n      \"confidence\": \"high | medium | low\",\n      \"evidence\": \"\",\n      \"matching_invoices\": [\n        { \"invoice_no\": \"\", \"amount\": 0 }\n      ],\n      \"amount_difference\": 0,\n      \"difference_reason\": \"\u632f\u8fbc\u624b\u6570\u6599 | \u4e00\u90e8\u5165\u91d1 | \u4e0d\u660e\"\n    }\n  ],\n  \"no_candidate\": false,\n  \"note\": \"\"\n}\n```\n\n`amount_difference` \u3068 `difference_reason` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u307e\u3059\u3002\u5dee\u984d\u306e\u7406\u7531\u304c\u300c\u4e0d\u660e\u300d\u306e\u307e\u307e\u6d88\u3057\u8fbc\u3080\u3068\u3001\u5f8c\u3067\u539f\u56e0\u4e0d\u660e\u306e\u6b8b\u9ad8\u304c\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002","integration_systems":"\u627f\u8a8d\u5f8c\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u6d88\u8fbc\u30c7\u30fc\u30bf\u3092\u767b\u9332\u3057\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| API\u9023\u643a | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070\u3001\u627f\u8a8d\u3068\u540c\u6642\u306b\u767b\u9332\u3059\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u53d6\u8fbc | \u6240\u5b9a\u306eCSV\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3057\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u6d88\u8fbc\u53d6\u8fbc\u6a5f\u80fd\u3067\u8aad\u307e\u305b\u308b |\n\n**\u591a\u304f\u306e\u56fd\u7523ERP\u3067\u306f\u3001\u6d88\u8fbc\u306eCSV\u53d6\u8fbc\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u4ed5\u69d8\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u30d9\u30f3\u30c0\u30fc\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002**\n\n\u6d88\u8fbc\u304c\u78ba\u5b9a\u3057\u305f\u3089\u3001\u305d\u306e\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5bfe\u5fdc\u3092**\u540d\u5bc4\u305b\u8f9e\u66f8\u3078\u81ea\u52d5\u3067\u8ffd\u52a0**\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6b21\u56de\u304b\u3089\u540c\u3058\u540d\u7fa9\u306f\u30eb\u30fc\u30eb\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u304c\u3001\u904b\u7528\u3059\u308b\u307b\u3069\u52b9\u7387\u304c\u4e0a\u304c\u308b\u69cb\u9020\u3092\u4f5c\u308a\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u627f\u8a8d\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u6d88\u8fbc\u304c\u4f1a\u8a08\u5e33\u7c3f\u3092\u78ba\u5b9a\u3055\u305b\u308b\u51e6\u7406\u3060\u304b\u3089\u3067\u3059\u3002\u8aa4\u3063\u305f\u6d88\u8fbc\u306f\u3001\u58f2\u639b\u91d1\u6b8b\u9ad8\u306e\u8aa4\u308a\u3001\u7763\u4fc3\u306e\u8aa4\u9001\u4ed8\u3001\u6c7a\u7b97\u6570\u5024\u306e\u8aa4\u308a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\n\n\u305f\u3060\u3057\u3001\u78ba\u8a8d\u306e\u91cd\u3055\u3092\u6bb5\u968e\u3067\u5909\u3048\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u78ba\u8a8d\u65b9\u6cd5 |\n|:--|:--|\n| \u30eb\u30fc\u30eb\u7167\u5408\u3067\u78ba\u5b9a\uff08\u7d041,100\u4ef6\uff09 | **\u4e00\u62ec\u627f\u8a8d**\u3002\u91d1\u984d\u30fb\u540d\u7fa9\u3068\u3082\u5b8c\u5168\u4e00\u81f4\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30ea\u30b9\u30c8\u3092\u898b\u3066\u4e00\u62ec\u3067\u627f\u8a8d\u3059\u308b |\n| \u624b\u6570\u6599\u63a7\u9664\u30fb\u307e\u3068\u3081\u5165\u91d1\u3067\u78ba\u5b9a\uff08\u7d04400\u4ef6\uff09 | **\u4e00\u62ec\u627f\u8a8d**\uff08\u5dee\u984d\u7406\u7531\u304c\u660e\u793a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\uff09\u3002\u5dee\u984d\u304c\u624b\u6570\u6599\u30de\u30b9\u30bf\u306e\u91d1\u984d\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u6761\u4ef6\u306b\u3059\u308b |\n| AI\u304c `high` \u3067\u5019\u88dc\u3092\u6319\u3052\u305f\uff08\u7d04200\u4ef6\uff09 | \u500b\u5225\u306b\u78ba\u8a8d\u30021\u4ef620\u79d2\u7a0b\u5ea6 |\n| AI\u304c `medium \/ low`\u3001\u307e\u305f\u306f\u5019\u88dc\u306a\u3057\uff08\u7d04100\u4ef6\uff09 | \u5f93\u6765\u3069\u304a\u308a\u500b\u5225\u306b\u8abf\u67fb |\n\n**\u30eb\u30fc\u30eb\u7167\u5408\u5206\u3092\u4e00\u62ec\u627f\u8a8d\u306b\u3059\u308b\u3053\u3068\u304c\u3001\u52b9\u679c\u306e\u524d\u63d0\u3067\u3059\u3002** \u3053\u3053\u30921\u4ef6\u305a\u3064\u898b\u308b\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u524a\u6e1b\u52b9\u679c\u306f\u51fa\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c1\u4ef6\u3082\u6319\u304c\u3089\u306a\u3044 | `no_candidate: true` \u3068\u3057\u3066\u4eee\u53d7\u91d1\u306e\u5019\u88dc\u30ea\u30b9\u30c8\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u3067\u6d88\u3057\u8fbc\u307e\u306a\u3044** |\n| \u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u3001\u78ba\u4fe1\u5ea6\u304c\u540c\u3058 | \u5168\u5019\u88dc\u3092\u4e26\u3079\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u81ea\u52d5\u30671\u3064\u306b\u6c7a\u3081\u306a\u3044 |\n| \u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u8907\u6570\u6210\u7acb\u3059\u308b | \u652f\u6255\u671f\u65e5\u306e\u53e4\u3044\u9806\u3092\u512a\u5148\u3059\u308b\u898f\u5247\u3092\u9069\u7528\u3057\u3001\u305d\u306e\u65e8\u3092\u8868\u793a\u3059\u308b\u3002\u4eba\u304c\u5225\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u3079\u308b\u3088\u3046\u306b\u3059\u308b |\n| \u4e00\u90e8\u5165\u91d1\uff08\u5206\u5272\u6255\u3044\uff09 | \u5dee\u984d\u3092\u6b8b\u9ad8\u3068\u3057\u3066\u6b8b\u3059\u3002`difference_reason` \u306b\u300c\u4e00\u90e8\u5165\u91d1\u300d\u3068\u8a18\u9332\u3059\u308b |\n| \u904e\u5165\u91d1\uff08\u8acb\u6c42\u984d\u3088\u308a\u591a\u3044\uff09 | \u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u5916\u3002\u524d\u53d7\u91d1\u3068\u3057\u3066\u51e6\u7406\u3059\u308b\u304b\u8fd4\u91d1\u3059\u308b\u304b\u306f\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u500b\u4eba\u540d\u7fa9\u306e\u5165\u91d1 | \u30de\u30b9\u30bf\u306b\u4ee3\u8868\u8005\u540d\u30fb\u62c5\u5f53\u8005\u540d\u306e\u767b\u9332\u304c\u3042\u308c\u3070\u5019\u88dc\u306b\u3059\u308b\u3002\u306a\u3051\u308c\u3070\u5019\u88dc\u306a\u3057\u3068\u3059\u308b |\n| \u53d6\u5f15\u306e\u306a\u3044\u5148\u304b\u3089\u306e\u5165\u91d1 | \u5019\u88dc\u306a\u3057\u3002\u4eee\u53d7\u91d1\u3068\u3057\u3066\u51e6\u7406\u3057\u3001\u55b6\u696d\u90e8\u9580\u3078\u7167\u4f1a\u3059\u308b |\n| \u6708\u672b\u306b800\u4ef6\u304c\u96c6\u4e2d\u3059\u308b | \u65e5\u6b21\u51e6\u7406\u306a\u306e\u3067\u3001\u6708\u672b3\u65e5\u9593\u306e\u51e6\u7406\u91cf\u304c\u5897\u3048\u308b\u3060\u3051\u3002\u30d0\u30c3\u30c1\u306e\u5b9f\u884c\u6642\u9593\u306b\u4f59\u88d5\u3092\u6301\u305f\u305b\u308b |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u767b\u9332\u304c\u5931\u6557\u3059\u308b | \u627f\u8a8d\u6e08\u307f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u3001\u518d\u767b\u9332\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002**\u4e8c\u91cd\u767b\u9332\u3092\u9632\u3050\u305f\u3081\u3001\u767b\u9332\u6e08\u307f\u30d5\u30e9\u30b0\u3092\u6301\u3064** |","log_storage":"**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u30ed\u30b0\u304c\u76e3\u67fb\u5bfe\u5fdc\u306e\u8cc7\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n- \u5165\u91d1\u660e\u7d30\u306e\u539f\u672c\uff08\u9280\u884c\u304b\u3089\u306eCSV\uff09\n- \u5404\u6bb5\u968e\u306e\u51e6\u7406\u7d50\u679c\uff08\u30eb\u30fc\u30eb\u7167\u5408 \/ \u8f9e\u66f8\u7167\u5408 \/ \u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22 \/ AI\u5019\u88dc\uff09\n- AI\u304c\u6319\u3052\u305f\u5019\u88dc\u3068 `evidence`\n- \u627f\u8a8d\u8005\u3001\u627f\u8a8d\u65e5\u6642\n- **\u4eba\u304cAI\u306e\u5019\u88dc\u3068\u9055\u3046\u5224\u65ad\u3092\u3057\u305f\u5834\u5408\u306e\u3001\u5909\u66f4\u5185\u5bb9**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u306f\u3001\u540d\u5bc4\u305b\u8f9e\u66f8\u306e\u6539\u5584\u306b\u76f4\u63a5\u4f7f\u3048\u307e\u3059\u3002AI\u306e\u5019\u88dc\u304c\u8aa4\u3063\u3066\u3044\u305f\u540d\u7fa9\u3092\u8f9e\u66f8\u306b\u6b63\u3057\u304f\u767b\u9332\u3059\u308c\u3070\u3001\u540c\u3058\u8aa4\u308a\u306f\u7e70\u308a\u8fd4\u3055\u308c\u307e\u305b\u3093\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":4,"cost_band":"\u5927","cost_level_label":"\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":1800,"assumption_workdays":20,"volume_month":1800,"before_minutes_per_case":2.5,"after_minutes_per_case":0.59999999999999997779553950749686919152736663818359375,"hourly_cost":3000,"before_hours_month":75,"after_hours_month":18,"saved_hours_month":57,"reduction_rate":76,"saved_hours_year":684,"annual_cost_effect":2052000,"summary":"\u9280\u884c\u306e\u5165\u91d1\u660e\u7d30\uff08\u632f\u8fbc\u65e5\u3001\u632f\u8fbc\u540d\u7fa9\u3001\u91d1\u984d\uff09\u3068\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u58f2\u639b\u91d1\u6b8b\u9ad8\u30c7\u30fc\u30bf\u3092\u5165\u529b\u306b\u3001\u300c\u3053\u306e\u5165\u91d1\u306f\u3069\u306e\u8acb\u6c42\u306b\u5bfe\u3059\u308b\u3082\u306e\u304b\u300d\u306e\u5019\u88dc\u3092\u63d0\u793a\u3055\u305b\u307e\u3059\u3002","before_flow":"1. \u6bce\u671d\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u524d\u65e5\u306e\u5165\u91d1\u660e\u7d30\u3092CSV\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\n2. \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u307f\u3001\u81ea\u52d5\u7167\u5408\u3092\u5b9f\u884c\u3059\u308b\n3. \u91d1\u984d\u3068\u540d\u7fa9\u304c\u5b8c\u5168\u4e00\u81f4\u3057\u305f\u5206\u306f\u81ea\u52d5\u3067\u6d88\u3057\u8fbc\u307e\u308c\u308b\uff08\u7d041,100\u4ef6\uff09\n4. \u6b8b\u3063\u305f700\u4ef6\u3092\u3001\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u51e6\u7406\u3059\u308b\n5. \u632f\u8fbc\u540d\u7fa9\u3092\u898b\u3066\u3001\u3069\u306e\u53d6\u5f15\u5148\u304b\u3092\u63a8\u6e2c\u3059\u308b\n6. \u58f2\u639b\u91d1\u6b8b\u9ad8\u4e00\u89a7\u3092\u958b\u304d\u3001\u305d\u306e\u53d6\u5f15\u5148\u306e\u672a\u6d88\u8fbc\u8acb\u6c42\u3092\u63a2\u3059\n7. \u91d1\u984d\u304c\u5408\u308f\u306a\u3044\u5834\u5408\u3001\u8907\u6570\u8acb\u6c42\u306e\u307e\u3068\u3081\u5165\u91d1\u304b\u3001\u4e00\u90e8\u5165\u91d1\u304b\u3001\u624b\u6570\u6599\u304c\u5f15\u304b\u308c\u305f\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\n8. \u8a72\u5f53\u3059\u308b\u8acb\u6c42\u3092\u9078\u3093\u3067\u6d88\u3057\u8fbc\u3080\n9. \u3069\u3046\u3057\u3066\u3082\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u300c\u4eee\u53d7\u91d1\u300d\u3068\u3057\u3066\u8a08\u4e0a\u3057\u3001\u55b6\u696d\u62c5\u5f53\u306b\u554f\u3044\u5408\u308f\u305b\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u632f\u8fbc\u540d\u7fa9\u304c\u8acb\u6c42\u5148\u540d\u3068\u4e00\u81f4\u3057\u306a\u3044\u3002** \u300c\u30ab\uff09\u30de\u30eb\u30de\u30eb\u30b7\u30e8\u30a6\u30b8\u300d\u300c\u30de\u30eb\u30de\u30eb\u5546\u4e8b\u682a\u5f0f\u4f1a\u793e \u7d4c\u7406\u90e8\u300d\u300c\u30de\u30eb\u30de\u30eb\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9\u300d\u306a\u3069\u3001\u5b9f\u969b\u306e\u540d\u7fa9\u306f\u591a\u69d8\u3067\u3059\u3002\u65e7\u793e\u540d\u306e\u307e\u307e\u632f\u308a\u8fbc\u307e\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u307e\u3068\u3081\u5165\u91d1\u306e\u5206\u89e3\u304c\u624b\u4f5c\u696d\u3002** \u300c3\u4ef6\u5206\u3092\u307e\u3068\u3081\u3066\u632f\u308a\u8fbc\u307f\u307e\u3057\u305f\u300d\u3068\u3044\u3046\u5165\u91d1\u306b\u5bfe\u3057\u3001\u672a\u6d88\u8fbc\u8acb\u6c42\u306e\u4e2d\u304b\u3089\u5408\u8a08\u304c\u4e00\u81f4\u3059\u308b\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u3057\u307e\u3059\u3002\u4ef6\u6570\u304c\u5897\u3048\u308b\u3068\u7dcf\u5f53\u305f\u308a\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u632f\u8fbc\u624b\u6570\u6599\u306e\u63a7\u9664\u3002** 440\u5186\u3084660\u5186\u304c\u5f15\u304b\u308c\u305f\u91d1\u984d\u3067\u632f\u308a\u8fbc\u307e\u308c\u308b\u305f\u3081\u3001\u91d1\u984d\u304c\u5b8c\u5168\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002\u624b\u6570\u6599\u984d\u306f\u9280\u884c\u3068\u53d6\u5f15\u5148\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002\n\n**\uff08d\uff09\u6708\u672b\u306b\u96c6\u4e2d\u3059\u308b\u3002** \u67081,800\u4ef6\u306e\u3046\u3061800\u4ef6\u4ee5\u4e0a\u304c\u6708\u672b\u306e3\u55b6\u696d\u65e5\u306b\u5165\u308a\u307e\u3059\u3002\u3053\u306e\u671f\u9593\u306f\u6d88\u8fbc\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u58f2\u639b\u91d1\u6b8b\u9ad8\u306e\u6b63\u78ba\u6027\u304c\u6570\u65e5\u9045\u308c\u307e\u3059\u3002","before_flow_steps":["\u6bce\u671d\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u524d\u65e5\u306e\u5165\u91d1\u660e\u7d30\u3092CSV\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b","\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u307f\u3001\u81ea\u52d5\u7167\u5408\u3092\u5b9f\u884c\u3059\u308b","\u91d1\u984d\u3068\u540d\u7fa9\u304c\u5b8c\u5168\u4e00\u81f4\u3057\u305f\u5206\u306f\u81ea\u52d5\u3067\u6d88\u3057\u8fbc\u307e\u308c\u308b\uff08\u7d041,100\u4ef6\uff09","\u6b8b\u3063\u305f700\u4ef6\u3092\u3001\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u51e6\u7406\u3059\u308b","\u632f\u8fbc\u540d\u7fa9\u3092\u898b\u3066\u3001\u3069\u306e\u53d6\u5f15\u5148\u304b\u3092\u63a8\u6e2c\u3059\u308b","\u58f2\u639b\u91d1\u6b8b\u9ad8\u4e00\u89a7\u3092\u958b\u304d\u3001\u305d\u306e\u53d6\u5f15\u5148\u306e\u672a\u6d88\u8fbc\u8acb\u6c42\u3092\u63a2\u3059","\u91d1\u984d\u304c\u5408\u308f\u306a\u3044\u5834\u5408\u3001\u8907\u6570\u8acb\u6c42\u306e\u307e\u3068\u3081\u5165\u91d1\u304b\u3001\u4e00\u90e8\u5165\u91d1\u304b\u3001\u624b\u6570\u6599\u304c\u5f15\u304b\u308c\u305f\u306e\u304b\u3092\u5224\u65ad\u3059\u308b","\u8a72\u5f53\u3059\u308b\u8acb\u6c42\u3092\u9078\u3093\u3067\u6d88\u3057\u8fbc\u3080","\u3069\u3046\u3057\u3066\u3082\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u300c\u4eee\u53d7\u91d1\u300d\u3068\u3057\u3066\u8a08\u4e0a\u3057\u3001\u55b6\u696d\u62c5\u5f53\u306b\u554f\u3044\u5408\u308f\u305b\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3001\u5165\u91d1\u660e\u7d30\u3092\u53d6\u5f97\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30eb\u30fc\u30eb\u7167\u5408\uff08\u91d1\u984d\u30fb\u540d\u7fa9\u306e\u5b8c\u5168\u4e00\u81f4\uff09\u3092\u5b9f\u884c\u3059\u308b\uff08\u7d041,100\u4ef6\u304c\u78ba\u5b9a\uff09\n3. **\u3010\u81ea\u52d5\u3011** \u6b8b\u308a700\u4ef6\u306b\u3064\u3044\u3066\u3001\u540d\u7fa9\u306e\u540d\u5bc4\u305b\u3001\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u3001\u624b\u6570\u6599\u63a7\u9664\u306e\u5224\u5b9a\u3092\u884c\u3046\n4. **\u3010\u81ea\u52d5\u3011** \u5404\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u6d88\u8fbc\u5019\u88dc\u3092\u78ba\u4fe1\u5ea6\u3064\u304d\u3067\u63d0\u793a\u3059\u308b\n5. **\u3010\u4eba\u3011** \u7d4c\u7406\u62c5\u5f53\u304c\u5019\u88dc\u3092\u78ba\u8a8d\u3057\u3001\u627f\u8a8d\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3055\u308c\u305f\u6d88\u8fbc\u3092\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u767b\u9332\u3059\u308b\n7. **\u3010\u4eba\u3011** \u5019\u88dc\u304c\u51fa\u306a\u304b\u3063\u305f\u5165\u91d1\u3060\u3051\u3092\u3001\u5f93\u6765\u3069\u304a\u308a\u8abf\u67fb\u3059\u308b\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u53d6\u5f15\u5148\u3092\u63a8\u6e2c\u3059\u308b\u300d\u300c\u6b8b\u9ad8\u4e00\u89a7\u3092\u63a2\u3059\u300d\u300c\u7d44\u307f\u5408\u308f\u305b\u3092\u8a08\u7b97\u3059\u308b\u300d\u306e3\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u5019\u88dc\u304c\u6b63\u3057\u3044\u304b\u3092\u5224\u65ad\u3059\u308b\u300d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u671d\u3001\u5165\u91d1\u660e\u7d30\u3092\u53d6\u5f97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30eb\u30fc\u30eb\u7167\u5408\uff08\u91d1\u984d\u30fb\u540d\u7fa9\u306e\u5b8c\u5168\u4e00\u81f4\uff09\u3092\u5b9f\u884c\u3059\u308b\uff08\u7d041,100\u4ef6\u304c\u78ba\u5b9a\uff09","**\u3010\u81ea\u52d5\u3011** \u6b8b\u308a700\u4ef6\u306b\u3064\u3044\u3066\u3001\u540d\u7fa9\u306e\u540d\u5bc4\u305b\u3001\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u3001\u624b\u6570\u6599\u63a7\u9664\u306e\u5224\u5b9a\u3092\u884c\u3046","**\u3010\u81ea\u52d5\u3011** \u5404\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u6d88\u8fbc\u5019\u88dc\u3092\u78ba\u4fe1\u5ea6\u3064\u304d\u3067\u63d0\u793a\u3059\u308b","**\u3010\u4eba\u3011** \u7d4c\u7406\u62c5\u5f53\u304c\u5019\u88dc\u3092\u78ba\u8a8d\u3057\u3001\u627f\u8a8d\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3055\u308c\u305f\u6d88\u8fbc\u3092\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u767b\u9332\u3059\u308b","**\u3010\u4eba\u3011** \u5019\u88dc\u304c\u51fa\u306a\u304b\u3063\u305f\u5165\u91d1\u3060\u3051\u3092\u3001\u5f93\u6765\u3069\u304a\u308a\u8abf\u67fb\u3059\u308b"],"architecture":"```\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\uff08\u5168\u9280\u5f62\u5f0fCSV \/ API\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u671d8\u6642\n\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\uff08Python \/ \u500b\u5225\u958b\u767a\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u3010\u7b2c1\u6bb5\u3011\u30eb\u30fc\u30eb\u7167\u5408\n   \u2502       \u91d1\u984d\u5b8c\u5168\u4e00\u81f4 \uff0b \u540d\u7fa9\u5b8c\u5168\u4e00\u81f4 \u2192 \u78ba\u5b9a\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u3010\u7b2c2\u6bb5\u3011\u540d\u5bc4\u305b\u8f9e\u66f8\u306b\u3088\u308b\u7167\u5408\n   \u2502       \u904e\u53bb\u306e\u6d88\u8fbc\u5b9f\u7e3e\u304b\u3089\u4f5c\u3063\u305f\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u8f9e\u66f8\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u3010\u7b2c3\u6bb5\u3011\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\n   \u2502       \u624b\u6570\u6599\u63a7\u9664\u30d1\u30bf\u30fc\u30f3 \/ \u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u8a08\u7b97\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u3010\u7b2c4\u6bb5\u3011LLM API\n           \u4e0a\u8a18\u3067\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u540d\u7fa9\u306e\u985e\u4f3c\u5224\u65ad\u3068\n           \u5019\u88dc\u306e\u9806\u4f4d\u3065\u3051\u3001\u6839\u62e0\u306e\u751f\u6210\n   \u2502\n   \u25bc\n\u6d88\u8fbc\u5019\u88dc\u30ea\u30b9\u30c8\uff08\u78ba\u4fe1\u5ea6\u3064\u304d\uff09\u2500\u2500\u3010\u4eba\u304c\u627f\u8a8d\u3011\n   \u2502\n   \u25bc\n\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u6d88\u8fbc\u767b\u9332\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5165\u91d1\u660e\u7d30\u306e\u53d6\u5f97 | \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306eCSV\u51fa\u529b | \u9280\u884cAPI\uff08\u5168\u9280EDI\u3001\u5404\u884c\u306eAPI\uff09\u3001\u5165\u91d1\u6d88\u8fbcSaaS |\n| \u51e6\u7406\u30a8\u30f3\u30b8\u30f3 | Python \u30b9\u30af\u30ea\u30d7\u30c8 | \u500b\u5225\u958b\u767a\u3001RPA |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | ERP | \u5404\u793e\u306e\u4f1a\u8a08\u30bd\u30d5\u30c8 |\n\n**\u5165\u91d1\u6d88\u8fbc\u306b\u7279\u5316\u3057\u305fSaaS\u304c\u8907\u6570\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u305d\u308c\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u540d\u5bc4\u305b\u8f9e\u66f8\u3001\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u53d6\u5f15\u306e\u6027\u8cea\u304c\u7279\u6b8a\u3067\u6c4e\u7528\u88fd\u54c1\u304c\u5408\u308f\u306a\u3044\u5834\u5408\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u671d8\u6642\u306e\u6642\u523b\u8d77\u52d5**\u306b\u3057\u307e\u3059\u3002\n\n\u524d\u65e5\u5206\u306e\u5165\u91d1\u660e\u7d30\u3092\u4e00\u62ec\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306f\u4e0d\u8981\u3067\u3001\u3080\u3057\u308d\u65e5\u6b21\u3067\u307e\u3068\u3081\u305f\u307b\u3046\u304c\u3001\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u91d1\u660e\u7d30 | \u632f\u8fbc\u65e5\u3001\u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u3001\u91d1\u984d\u3001\u9280\u884c\u652f\u5e97 | \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0 |\n| \u58f2\u639b\u91d1\u6b8b\u9ad8 | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u91d1\u984d\u3001\u8acb\u6c42\u65e5\u3001\u652f\u6255\u671f\u65e5\u3001\u672a\u6d88\u8fbc\u6b8b\u9ad8 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u53d6\u5f15\u5148\u30de\u30b9\u30bf | \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u3001\u6b63\u5f0f\u540d\u79f0\u3001\u30ab\u30ca\u3001\u65e7\u793e\u540d\u3001\u652f\u6255\u6761\u4ef6 | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 |\n| \u540d\u5bc4\u305b\u8f9e\u66f8 | \u904e\u53bb\u306e\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5b9f\u7e3e | \u904e\u53bb\u306e\u6d88\u8fbc\u30c7\u30fc\u30bf\u304b\u3089\u751f\u6210 |\n| \u624b\u6570\u6599\u30de\u30b9\u30bf | \u9280\u884c\u5225\u30fb\u91d1\u984d\u5e2f\u5225\u306e\u632f\u8fbc\u624b\u6570\u6599 | \u624b\u4f5c\u696d\u3067\u6574\u5099 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u5165\u91d1\u660e\u7d30\uff1a** \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u5168\u9280\u5f62\u5f0f\uff08\u307e\u305f\u306fCSV\uff09\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306e\u81ea\u52d5\u5316\u306f\u3001\u9280\u884c\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070API\u3067\u3001\u3057\u3066\u3044\u306a\u3051\u308c\u3070RPA\u3067\u884c\u3044\u307e\u3059\u3002**RPA\u3067\u306e\u30ed\u30b0\u30a4\u30f3\u81ea\u52d5\u5316\u306f\u3001\u9280\u884c\u306e\u5229\u7528\u898f\u7d04\u3067\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5951\u7d04\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u58f2\u639b\u91d1\u6b8b\u9ad8\uff1a** \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3001\u307e\u305f\u306f\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u53d6\u5f97\u3057\u307e\u3059\u3002\n\n**\u540d\u5bc4\u305b\u8f9e\u66f8\uff1a** \u904e\u53bb2\u5e74\u5206\u306e\u6d88\u8fbc\u5b9f\u7e3e\u304b\u3089\u3001\u300c\u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u308c\u304c\u3053\u306e\u69cb\u6210\u3067\u3082\u3063\u3068\u3082\u52b9\u304f\u8cc7\u7523\u3067\u3059\u3002** \u4e00\u5ea6\u4f5c\u308c\u3070\u3001\u540c\u3058\u53d6\u5f15\u5148\u304b\u3089\u306e\u5165\u91d1\u306f\u4ee5\u5f8c\u3059\u3079\u3066\u30eb\u30fc\u30eb\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002AI\u3092\u4f7f\u3046\u306e\u306f\u3001\u8f9e\u66f8\u306b\u306a\u3044\u65b0\u3057\u3044\u540d\u7fa9\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u540d\u7fa9\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\/\u534a\u89d2\u3001\u30ab\u30bf\u30ab\u30ca\/\u3072\u3089\u304c\u306a\u3001\u30b9\u30da\u30fc\u30b9\u306e\u6709\u7121\u3092\u63c3\u3048\u307e\u3059\u3002\u300c\u30ab\uff09\u300d\u300c\uff08\u30ab\u300d\u300c(\u30ab)\u300d\u3092\u300c\u30ab\u30d6\u30b7\u30ad\u30ac\u30a4\u30b7\u30e3\u300d\u306b\u7d71\u4e00\u3057\u307e\u3059\n2. **\u8f9e\u66f8\u7167\u5408** \u2026 \u6b63\u898f\u5316\u3057\u305f\u540d\u7fa9\u304c\u8f9e\u66f8\u306b\u3042\u308c\u3070\u3001\u305d\u306e\u6642\u70b9\u3067\u53d6\u5f15\u5148\u304c\u78ba\u5b9a\u3057\u307e\u3059\n3. **\u624b\u6570\u6599\u63a7\u9664\u306e\u5224\u5b9a** \u2026 \u5165\u91d1\u984d\u306b\u624b\u6570\u6599\u30de\u30b9\u30bf\u306e\u91d1\u984d\uff08440\u5186\u3001660\u5186\u3001880\u5186\u306a\u3069\uff09\u3092\u8db3\u3057\u305f\u5024\u304c\u3001\u672a\u6d88\u8fbc\u8acb\u6c42\u306e\u91d1\u984d\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u8a66\u3057\u307e\u3059\n4. **\u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22** \u2026 \u305d\u306e\u53d6\u5f15\u5148\u306e\u672a\u6d88\u8fbc\u8acb\u6c42\u304b\u3089\u3001\u5408\u8a08\u304c\u5165\u91d1\u984d\u3068\u4e00\u81f4\u3059\u308b\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u3057\u307e\u3059\u3002**\u7d44\u307f\u5408\u308f\u305b\u304c\u8907\u6570\u3042\u308b\u5834\u5408\u306f\u3001\u652f\u6255\u671f\u65e5\u306e\u53e4\u3044\u9806\u3092\u512a\u5148\u3059\u308b\u898f\u5247\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059**\n5. **AI\u3092\u547c\u3076\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 1\u301c4\u3067\u6c7a\u307e\u3089\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u3092AI\u306b\u56de\u3057\u307e\u3059\n\n**5\u304c\u91cd\u8981\u3067\u3059\u3002** \u540d\u5bc4\u305b\u8f9e\u66f8\u304c\u80b2\u3064\u307b\u3069AI\u3092\u547c\u3076\u4ef6\u6570\u306f\u6e1b\u308a\u3001\u6708700\u4ef6\u304c\u6708100\u4ef6\u7a0b\u5ea6\u307e\u3067\u4e0b\u304c\u308a\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n\u898f\u5247\u3067\u66f8\u3051\u306a\u3044\u90e8\u5206\u3060\u3051\u3092\u4efb\u305b\u307e\u3059\u3002\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u540d\u7fa9\u306e\u985e\u4f3c\u5224\u65ad | \u8f9e\u66f8\u306b\u306a\u3044\u540d\u7fa9\u306b\u3064\u3044\u3066\u3001\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u4e2d\u304b\u3089\u5019\u88dc\u3092\u6319\u3052\u308b |\n| \u7565\u79f0\u30fb\u901a\u79f0\u306e\u89e3\u91c8 | \u300c\u30de\u30eb\u30de\u30ebHD\u300d\u304c\u300c\u682a\u5f0f\u4f1a\u793e\u30de\u30eb\u30de\u30eb\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9\u300d\u3067\u3042\u308b\u3053\u3068\u306e\u5224\u65ad |\n| \u500b\u4eba\u540d\u7fa9\u306e\u5224\u65ad | \u4ee3\u8868\u8005\u500b\u4eba\u540d\u3067\u632f\u308a\u8fbc\u307e\u308c\u305f\u5834\u5408\u306b\u3001\u6cd5\u4eba\u3092\u7279\u5b9a\u3059\u308b |\n| \u5019\u88dc\u306e\u9806\u4f4d\u3065\u3051 | \u8907\u6570\u306e\u5019\u88dc\u304c\u3042\u308b\u5834\u5408\u306b\u3001\u91d1\u984d\u30fb\u652f\u6255\u671f\u65e5\u30fb\u904e\u53bb\u306e\u5165\u91d1\u50be\u5411\u304b\u3089\u9806\u4f4d\u3092\u4ed8\u3051\u308b |\n| \u6839\u62e0\u306e\u751f\u6210 | \u306a\u305c\u305d\u306e\u5019\u88dc\u3092\u6319\u3052\u305f\u304b\u3092\u3001\u78ba\u8a8d\u8005\u5411\u3051\u306b1\u6587\u3067\u8aac\u660e\u3059\u308b |\n\n**\u91d1\u984d\u306e\u4e00\u81f4\u5224\u5b9a\u3068\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u306f\u3001AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002** \u8a08\u7b97\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u901f\u304f\u3001\u8cbb\u7528\u3082\u304b\u304b\u308a\u307e\u305b\u3093\u3002AI\u306f\u300c\u3069\u306e\u53d6\u5f15\u5148\u304b\u300d\u306e\u5224\u65ad\u306b\u9650\u5b9a\u3057\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\u306e\u58f2\u639b\u91d1\u62c5\u5f53\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u3069\u306e\u53d6\u5f15\u5148\u304b\u3089\u306e\u5165\u91d1\u304b\u306e\u5019\u88dc\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5019\u88dc\u306f\u3001\u63d0\u793a\u3055\u308c\u305f\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u4e2d\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30de\u30b9\u30bf\u306b\u306a\u3044\u53d6\u5f15\u5148\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3057\u305d\u3046\u306a\u53d6\u5f15\u5148\u304c\u306a\u3044\u5834\u5408\u306f\u3001candidates \u3092\u7a7a\u306e\u914d\u5217\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7121\u7406\u306b\u5019\u88dc\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u4e00\u81f4\u5224\u5b9a\u306f\u65e2\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u91d1\u984d\u304b\u3089\u53d6\u5f15\u5148\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5404\u5019\u88dc\u306b\u306f\u3001\u540d\u7fa9\u306e\u3069\u306e\u90e8\u5206\u304c\u4e00\u81f4\u3059\u308b\u3068\u5224\u65ad\u3057\u305f\u304b\u3092 evidence \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u66f8\u3051\u306a\u3044\u5019\u88dc\u306f\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u500b\u4eba\u540d\u7fa9\u306e\u5834\u5408\u3001\u305d\u306e\u6c0f\u540d\u304c\u53d6\u5f15\u5148\u306e\u4ee3\u8868\u8005\u540d\u307e\u305f\u306f\u62c5\u5f53\u8005\u540d\u3068\u3057\u3066\n  \u30de\u30b9\u30bf\u306b\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u3001\u305d\u306e\u6cd5\u4eba\u3092\u5019\u88dc\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u767b\u9332\u304c\u306a\u3051\u308c\u3070\u5019\u88dc\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u91d1\u60c5\u5831\u3011\n\u632f\u8fbc\u65e5: {date} \/ \u632f\u8fbc\u540d\u7fa9\uff08\u30ab\u30ca\uff09: {payer_name}\n\u91d1\u984d: {amount} \/ \u9280\u884c: {bank} {branch}\n\n\u3010\u53d6\u5f15\u5148\u30de\u30b9\u30bf\uff08\u30ab\u30ca\u304c\u90e8\u5206\u4e00\u81f4\u3059\u308b\u4e0a\u4f4d10\u4ef6\uff09\u3011\n{customer_candidates}\n\n\u3010\u5404\u5019\u88dc\u306e\u672a\u6d88\u8fbc\u6b8b\u9ad8\u3011\n{outstanding_by_customer}\n```\n\n**\u300c\u30de\u30b9\u30bf\u306b\u306a\u3044\u53d6\u5f15\u5148\u3092\u6319\u3052\u306a\u3044\u300d\u300c\u7121\u7406\u306b\u5019\u88dc\u3092\u4f5c\u3089\u306a\u3044\u300d\u306e2\u884c\u304c\u91cd\u8981\u3067\u3059\u3002** \u3053\u308c\u304c\u306a\u3044\u3068\u3001AI\u306f\u4f3c\u305f\u97ff\u304d\u306e\u53d6\u5f15\u5148\u3092\u7121\u7406\u306b\u6319\u3052\u307e\u3059\u3002**\u9593\u9055\u3063\u305f\u6d88\u8fbc\u306f\u3001\u58f2\u639b\u91d1\u6b8b\u9ad8\u3092\u72c2\u308f\u305b\u3001\u5f8c\u306e\u7763\u4fc3\u3067\u53d6\u5f15\u5148\u306b\u8aa4\u3063\u305f\u8acb\u6c42\u3092\u3059\u308b\u3053\u3068\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002** \u5019\u88dc\u30bc\u30ed\u3067\u4eba\u306b\u56de\u3059\u307b\u3046\u304c\u3001\u8aa4\u3063\u305f\u5019\u88dc\u3092\u51fa\u3059\u3088\u308a\u306f\u308b\u304b\u306b\u5b89\u5168\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"candidates\": [\n    {\n      \"customer_code\": \"\",\n      \"customer_name\": \"\",\n      \"confidence\": \"high | medium | low\",\n      \"evidence\": \"\",\n      \"matching_invoices\": [\n        { \"invoice_no\": \"\", \"amount\": 0 }\n      ],\n      \"amount_difference\": 0,\n      \"difference_reason\": \"\u632f\u8fbc\u624b\u6570\u6599 | \u4e00\u90e8\u5165\u91d1 | \u4e0d\u660e\"\n    }\n  ],\n  \"no_candidate\": false,\n  \"note\": \"\"\n}\n```\n\n`amount_difference` \u3068 `difference_reason` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u307e\u3059\u3002\u5dee\u984d\u306e\u7406\u7531\u304c\u300c\u4e0d\u660e\u300d\u306e\u307e\u307e\u6d88\u3057\u8fbc\u3080\u3068\u3001\u5f8c\u3067\u539f\u56e0\u4e0d\u660e\u306e\u6b8b\u9ad8\u304c\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u627f\u8a8d\u5f8c\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u6d88\u8fbc\u30c7\u30fc\u30bf\u3092\u767b\u9332\u3057\u307e\u3059\u3002\n\n| \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|\n| API\u9023\u643a | \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304cAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308c\u3070\u3001\u627f\u8a8d\u3068\u540c\u6642\u306b\u767b\u9332\u3059\u308b |\n| \u30d5\u30a1\u30a4\u30eb\u53d6\u8fbc | \u6240\u5b9a\u306eCSV\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3057\u3001\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u6d88\u8fbc\u53d6\u8fbc\u6a5f\u80fd\u3067\u8aad\u307e\u305b\u308b |\n\n**\u591a\u304f\u306e\u56fd\u7523ERP\u3067\u306f\u3001\u6d88\u8fbc\u306eCSV\u53d6\u8fbc\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u4ed5\u69d8\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u30d9\u30f3\u30c0\u30fc\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002**\n\n\u6d88\u8fbc\u304c\u78ba\u5b9a\u3057\u305f\u3089\u3001\u305d\u306e\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5bfe\u5fdc\u3092**\u540d\u5bc4\u305b\u8f9e\u66f8\u3078\u81ea\u52d5\u3067\u8ffd\u52a0**\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6b21\u56de\u304b\u3089\u540c\u3058\u540d\u7fa9\u306f\u30eb\u30fc\u30eb\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u304c\u3001\u904b\u7528\u3059\u308b\u307b\u3069\u52b9\u7387\u304c\u4e0a\u304c\u308b\u69cb\u9020\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u627f\u8a8d\u3057\u307e\u3059\u3002**\n\n\u7406\u7531\u306f\u3001\u6d88\u8fbc\u304c\u4f1a\u8a08\u5e33\u7c3f\u3092\u78ba\u5b9a\u3055\u305b\u308b\u51e6\u7406\u3060\u304b\u3089\u3067\u3059\u3002\u8aa4\u3063\u305f\u6d88\u8fbc\u306f\u3001\u58f2\u639b\u91d1\u6b8b\u9ad8\u306e\u8aa4\u308a\u3001\u7763\u4fc3\u306e\u8aa4\u9001\u4ed8\u3001\u6c7a\u7b97\u6570\u5024\u306e\u8aa4\u308a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\n\n\u305f\u3060\u3057\u3001\u78ba\u8a8d\u306e\u91cd\u3055\u3092\u6bb5\u968e\u3067\u5909\u3048\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u78ba\u8a8d\u65b9\u6cd5 |\n|:--|:--|\n| \u30eb\u30fc\u30eb\u7167\u5408\u3067\u78ba\u5b9a\uff08\u7d041,100\u4ef6\uff09 | **\u4e00\u62ec\u627f\u8a8d**\u3002\u91d1\u984d\u30fb\u540d\u7fa9\u3068\u3082\u5b8c\u5168\u4e00\u81f4\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30ea\u30b9\u30c8\u3092\u898b\u3066\u4e00\u62ec\u3067\u627f\u8a8d\u3059\u308b |\n| \u624b\u6570\u6599\u63a7\u9664\u30fb\u307e\u3068\u3081\u5165\u91d1\u3067\u78ba\u5b9a\uff08\u7d04400\u4ef6\uff09 | **\u4e00\u62ec\u627f\u8a8d**\uff08\u5dee\u984d\u7406\u7531\u304c\u660e\u793a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\uff09\u3002\u5dee\u984d\u304c\u624b\u6570\u6599\u30de\u30b9\u30bf\u306e\u91d1\u984d\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u6761\u4ef6\u306b\u3059\u308b |\n| AI\u304c `high` \u3067\u5019\u88dc\u3092\u6319\u3052\u305f\uff08\u7d04200\u4ef6\uff09 | \u500b\u5225\u306b\u78ba\u8a8d\u30021\u4ef620\u79d2\u7a0b\u5ea6 |\n| AI\u304c `medium \/ low`\u3001\u307e\u305f\u306f\u5019\u88dc\u306a\u3057\uff08\u7d04100\u4ef6\uff09 | \u5f93\u6765\u3069\u304a\u308a\u500b\u5225\u306b\u8abf\u67fb |\n\n**\u30eb\u30fc\u30eb\u7167\u5408\u5206\u3092\u4e00\u62ec\u627f\u8a8d\u306b\u3059\u308b\u3053\u3068\u304c\u3001\u52b9\u679c\u306e\u524d\u63d0\u3067\u3059\u3002** \u3053\u3053\u30921\u4ef6\u305a\u3064\u898b\u308b\u904b\u7528\u306b\u3059\u308b\u3068\u3001\u524a\u6e1b\u52b9\u679c\u306f\u51fa\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c1\u4ef6\u3082\u6319\u304c\u3089\u306a\u3044 | `no_candidate: true` \u3068\u3057\u3066\u4eee\u53d7\u91d1\u306e\u5019\u88dc\u30ea\u30b9\u30c8\u3078\u56de\u3059\u3002**\u63a8\u6e2c\u3067\u6d88\u3057\u8fbc\u307e\u306a\u3044** |\n| \u5019\u88dc\u304c\u8907\u6570\u3042\u308a\u3001\u78ba\u4fe1\u5ea6\u304c\u540c\u3058 | \u5168\u5019\u88dc\u3092\u4e26\u3079\u3066\u4eba\u306b\u9078\u3070\u305b\u308b\u3002\u81ea\u52d5\u30671\u3064\u306b\u6c7a\u3081\u306a\u3044 |\n| \u307e\u3068\u3081\u5165\u91d1\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u8907\u6570\u6210\u7acb\u3059\u308b | \u652f\u6255\u671f\u65e5\u306e\u53e4\u3044\u9806\u3092\u512a\u5148\u3059\u308b\u898f\u5247\u3092\u9069\u7528\u3057\u3001\u305d\u306e\u65e8\u3092\u8868\u793a\u3059\u308b\u3002\u4eba\u304c\u5225\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u3079\u308b\u3088\u3046\u306b\u3059\u308b |\n| \u4e00\u90e8\u5165\u91d1\uff08\u5206\u5272\u6255\u3044\uff09 | \u5dee\u984d\u3092\u6b8b\u9ad8\u3068\u3057\u3066\u6b8b\u3059\u3002`difference_reason` \u306b\u300c\u4e00\u90e8\u5165\u91d1\u300d\u3068\u8a18\u9332\u3059\u308b |\n| \u904e\u5165\u91d1\uff08\u8acb\u6c42\u984d\u3088\u308a\u591a\u3044\uff09 | \u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u5916\u3002\u524d\u53d7\u91d1\u3068\u3057\u3066\u51e6\u7406\u3059\u308b\u304b\u8fd4\u91d1\u3059\u308b\u304b\u306f\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u500b\u4eba\u540d\u7fa9\u306e\u5165\u91d1 | \u30de\u30b9\u30bf\u306b\u4ee3\u8868\u8005\u540d\u30fb\u62c5\u5f53\u8005\u540d\u306e\u767b\u9332\u304c\u3042\u308c\u3070\u5019\u88dc\u306b\u3059\u308b\u3002\u306a\u3051\u308c\u3070\u5019\u88dc\u306a\u3057\u3068\u3059\u308b |\n| \u53d6\u5f15\u306e\u306a\u3044\u5148\u304b\u3089\u306e\u5165\u91d1 | \u5019\u88dc\u306a\u3057\u3002\u4eee\u53d7\u91d1\u3068\u3057\u3066\u51e6\u7406\u3057\u3001\u55b6\u696d\u90e8\u9580\u3078\u7167\u4f1a\u3059\u308b |\n| \u6708\u672b\u306b800\u4ef6\u304c\u96c6\u4e2d\u3059\u308b | \u65e5\u6b21\u51e6\u7406\u306a\u306e\u3067\u3001\u6708\u672b3\u65e5\u9593\u306e\u51e6\u7406\u91cf\u304c\u5897\u3048\u308b\u3060\u3051\u3002\u30d0\u30c3\u30c1\u306e\u5b9f\u884c\u6642\u9593\u306b\u4f59\u88d5\u3092\u6301\u305f\u305b\u308b |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u767b\u9332\u304c\u5931\u6557\u3059\u308b | \u627f\u8a8d\u6e08\u307f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u3001\u518d\u767b\u9332\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002**\u4e8c\u91cd\u767b\u9332\u3092\u9632\u3050\u305f\u3081\u3001\u767b\u9332\u6e08\u307f\u30d5\u30e9\u30b0\u3092\u6301\u3064** |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n**\u3053\u306e\u696d\u52d9\u3067\u306f\u3001\u30ed\u30b0\u304c\u76e3\u67fb\u5bfe\u5fdc\u306e\u8cc7\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n- \u5165\u91d1\u660e\u7d30\u306e\u539f\u672c\uff08\u9280\u884c\u304b\u3089\u306eCSV\uff09\n- \u5404\u6bb5\u968e\u306e\u51e6\u7406\u7d50\u679c\uff08\u30eb\u30fc\u30eb\u7167\u5408 \/ \u8f9e\u66f8\u7167\u5408 \/ \u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22 \/ AI\u5019\u88dc\uff09\n- AI\u304c\u6319\u3052\u305f\u5019\u88dc\u3068 `evidence`\n- \u627f\u8a8d\u8005\u3001\u627f\u8a8d\u65e5\u6642\n- **\u4eba\u304cAI\u306e\u5019\u88dc\u3068\u9055\u3046\u5224\u65ad\u3092\u3057\u305f\u5834\u5408\u306e\u3001\u5909\u66f4\u5185\u5bb9**\n\n\u6700\u5f8c\u306e\u9805\u76ee\u306f\u3001\u540d\u5bc4\u305b\u8f9e\u66f8\u306e\u6539\u5584\u306b\u76f4\u63a5\u4f7f\u3048\u307e\u3059\u3002AI\u306e\u5019\u88dc\u304c\u8aa4\u3063\u3066\u3044\u305f\u540d\u7fa9\u3092\u8f9e\u66f8\u306b\u6b63\u3057\u304f\u767b\u9332\u3059\u308c\u3070\u3001\u540c\u3058\u8aa4\u308a\u306f\u7e70\u308a\u8fd4\u3055\u308c\u307e\u305b\u3093\u3002","minimal_setup":"**AI\u3092\u4f7f\u308f\u305a\u306b\u52b9\u679c\u304c\u51fa\u308b\u90e8\u5206\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002**\n\n1. \u904e\u53bb1\u304b\u6708\u306e\u6d88\u8fbc\u5b9f\u7e3e\u304b\u3089\u3001\u300c\u632f\u8fbc\u540d\u7fa9 \u2192 \u53d6\u5f15\u5148\u30b3\u30fc\u30c9\u300d\u306e\u5bfe\u5fdc\u8868\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u4f5c\u308b\n2. \u4eca\u6708\u306e\u5165\u91d1\u660e\u7d30\u306b\u5bfe\u3057\u3066\u3001\u3053\u306e\u5bfe\u5fdc\u8868\u3067VLOOKUP\u3092\u304b\u3051\u308b\n3. \u4f55\u4ef6\u304c\u81ea\u52d5\u3067\u7279\u5b9a\u3067\u304d\u305f\u304b\u3092\u6570\u3048\u308b\n\n**\u3053\u308c\u3060\u3051\u3067\u3001\u624b\u4f5c\u696d700\u4ef6\u306e\u3046\u3061\u534a\u5206\u8fd1\u304f\u304c\u7247\u4ed8\u304f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002** \u540d\u5bc4\u305b\u8f9e\u66f8\u306e\u52b9\u679c\u3092\u5148\u306b\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u5927\u534a\u304c\u89e3\u6c7a\u3059\u308b\u306a\u3089\u3001AI\u306f\u4e0d\u8981\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\n\nAI\u90e8\u5206\u3092\u8a66\u3059\u5834\u5408\u306f\u3001\u8f9e\u66f8\u3067\u89e3\u6c7a\u3057\u306a\u304b\u3063\u305f\u540d\u7fa9\u309220\u4ef6\u9078\u3073\u3001\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u4e00\u89a7\u3068\u3068\u3082\u306b\u30c1\u30e3\u30c3\u30c8AI\u306b\u8cbc\u3063\u3066\u3001\u5019\u88dc\u3092\u6319\u3052\u3055\u305b\u307e\u3059\u3002**\u8a55\u4fa1\u306e\u89b3\u70b9\u306f\u300c\u8aa4\u3063\u305f\u5019\u88dc\u3092\u81ea\u4fe1\u3092\u6301\u3063\u3066\u6319\u3052\u3066\u3044\u306a\u3044\u304b\u300d\u3067\u3059\u3002** \u6b63\u89e3\u7387\u3088\u308a\u3001\u8aa4\u7b54\u7387\u306e\u307b\u3046\u304c\u91cd\u8981\u3067\u3059\u3002","minimal_setup_short":"\u540d\u5bc4\u305b\u8f9e\u66f8\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u4f5c\u308a\u3001VLOOKUP\u3067\u7167\u5408 \uff0f \u53d6\u5f15\u5148\u306e\u7279\u5b9a\u306e\u4e00\u90e8","semi_auto_setup":"\u8f9e\u66f8\u7167\u5408\uff0b\u624b\u6570\u6599\u63a7\u9664\uff0b\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u5316\u3002\u7d50\u679c\u3092\u4e00\u89a7\u3067\u51fa\u529b \uff0f \u7279\u5b9a\u3068\u5019\u88dc\u63d0\u793a\u3002\u6d88\u8fbc\u767b\u9332\u306f\u624b\u52d5","full_setup":"\u4e0a\u8a18\uff0bAI\u306b\u3088\u308b\u540d\u7fa9\u5224\u65ad\uff0b\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u81ea\u52d5\u767b\u9332\uff0b\u8f9e\u66f8\u306e\u81ea\u52d5\u66f4\u65b0 \uff0f \u627f\u8a8d\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u3001\u624b\u4f5c\u696d700\u4ef6\u304c250\u4ef6\u7a0b\u5ea6\u307e\u3067\u6e1b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002** \u8f9e\u66f8\u3068\u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u3060\u3051\u3067\u3001\u4f8b\u5916\u306e\u5927\u534a\u304c\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002AI\u304c\u62c5\u3046\u306e\u306f\u3001\u6b8b\u3063\u305f\u300c\u8f9e\u66f8\u306b\u306a\u3044\u65b0\u898f\u540d\u7fa9\u300d\u306e\u90e8\u5206\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u9280\u884c\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u53d6\u5f97\u304c\u3067\u304d\u306a\u3044 | API\u306e\u63d0\u4f9b\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u3002RPA\u306f\u5229\u7528\u898f\u7d04\u3092\u78ba\u8a8d\u3059\u308b\u3002\u624b\u52d5\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff0b\u81ea\u52d5\u51e6\u7406\u3067\u3082\u52b9\u679c\u306f\u51fa\u308b |\n| AI\u304c\u4f3c\u305f\u97ff\u304d\u306e\u53d6\u5f15\u5148\u3092\u7121\u7406\u306b\u5019\u88dc\u306b\u3059\u308b | \u300c\u30de\u30b9\u30bf\u306b\u306a\u3044\u5148\u3092\u6319\u3052\u306a\u3044\u300d\u300c\u7121\u7406\u306b\u5019\u88dc\u3092\u4f5c\u3089\u306a\u3044\u300d\u5236\u7d04\u3092\u5165\u308c\u308b\u3002`evidence` \u3092\u5fc5\u9808\u306b\u3059\u308b |\n| \u7d44\u307f\u5408\u308f\u305b\u63a2\u7d22\u304c\u8907\u6570\u6210\u7acb\u3057\u3066\u6c7a\u307e\u3089\u306a\u3044 | \u652f\u6255\u671f\u65e5\u306e\u53e4\u3044\u9806\u3092\u512a\u5148\u3059\u308b\u898f\u5247\u3092\u5148\u306b\u6c7a\u3081\u308b\u3002\u305d\u308c\u3067\u3082\u8907\u6570\u306a\u3089\u4eba\u306b\u9078\u3070\u305b\u308b |\n| \u624b\u6570\u6599\u984d\u304c\u9280\u884c\u30fb\u91d1\u984d\u5e2f\u3067\u9055\u3046 | \u624b\u6570\u6599\u30de\u30b9\u30bf\u3092\u6574\u5099\u3059\u308b\u3002\u5b9f\u969b\u306e\u5165\u91d1\u30c7\u30fc\u30bf\u304b\u3089\u9006\u7b97\u3057\u3066\u4f5c\u308b |\n| \u30eb\u30fc\u30eb\u7167\u5408\u5206\u307e\u30671\u4ef6\u305a\u3064\u78ba\u8a8d\u3059\u308b\u904b\u7528\u306b\u306a\u308b | \u4e00\u62ec\u627f\u8a8d\u306e\u753b\u9762\u3092\u4f5c\u308b\u3002\u3053\u3053\u3092\u7701\u304f\u3068\u52b9\u679c\u304c\u51fa\u306a\u3044 |\n| \u540d\u5bc4\u305b\u8f9e\u66f8\u304c\u66f4\u65b0\u3055\u308c\u305a\u3001\u540c\u3058\u540d\u7fa9\u3092\u6bce\u56deAI\u306b\u6295\u3052\u308b | \u6d88\u8fbc\u78ba\u5b9a\u6642\u306b\u8f9e\u66f8\u3078\u81ea\u52d5\u8ffd\u52a0\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5fc5\u305a\u5165\u308c\u308b |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u4e8c\u91cd\u767b\u9332\u3055\u308c\u308b | \u767b\u9332\u6e08\u307f\u30d5\u30e9\u30b0\u3092\u6301\u3061\u3001\u518d\u5b9f\u884c\u6642\u306f\u30b9\u30ad\u30c3\u30d7\u3059\u308b |\n| \u904e\u5165\u91d1\u30fb\u8fd4\u91d1\u3092\u81ea\u52d5\u51e6\u7406\u3057\u3066\u3057\u307e\u3046 | \u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u5916\u306b\u3059\u308b\u3002\u4eba\u304c\u5224\u65ad\u3059\u308b |\n| \u8aa4\u3063\u305f\u6d88\u8fbc\u306b\u3088\u308a\u8aa4\u3063\u305f\u7763\u4fc3\u304c\u51fa\u308b | \u5019\u88dc\u306a\u3057\u306e\u3082\u306e\u3092\u7121\u7406\u306b\u6d88\u3057\u8fbc\u307e\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3002\u4eee\u53d7\u91d1\u3067\u6b62\u3081\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u5148\u306e\u793e\u540d\u3001\u53d6\u5f15\u91d1\u984d\u3001\u5165\u91d1\u72b6\u6cc1\u3001\u9280\u884c\u53e3\u5ea7\u60c5\u5831\u3001\u500b\u4eba\u540d\u7fa9\u306e\u5834\u5408\u306f\u500b\u4eba\u540d\u3002**\u81ea\u793e\u306e\u58f2\u4e0a\u69cb\u9020\u3068\u3001\u53d6\u5f15\u5148\u306e\u652f\u6255\u72b6\u6cc1\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u9280\u884c\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044** \u2026 \u5165\u91d1\u660e\u7d30\u306b\u306f\u81ea\u793e\u306e\u53e3\u5ea7\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u51e6\u7406\u74b0\u5883\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u7d4c\u7406\u90e8\u9580\u306b\u9650\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\n2. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u7bc4\u56f2** \u2026 AI\u306b\u6e21\u3059\u306e\u306f\u632f\u8fbc\u540d\u7fa9\u3068\u53d6\u5f15\u5148\u30de\u30b9\u30bf\u306e\u540d\u79f0\u3067\u3059\u3002**\u91d1\u984d\u3068\u53e3\u5ea7\u756a\u53f7\u306f\u5224\u65ad\u306b\u4e0d\u8981\u306a\u3089\u6e21\u3055\u306a\u3044\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059\u3002** \u5b9f\u969b\u3001\u91d1\u984d\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046\u305f\u3081\u3001AI\u306b\u91d1\u984d\u3092\u6e21\u3059\u5fc5\u7136\u6027\u306f\u4f4e\u3044\u3067\u3059\n3. **\u500b\u4eba\u540d\u7fa9\u306e\u6271\u3044** \u2026 \u500b\u4eba\u540d\u306f\u500b\u4eba\u60c5\u5831\u3067\u3059\u3002\u5916\u90e8AI\u3078\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u691c\u8a0e\u3057\u3001\u6e21\u3059\u5834\u5408\u306f\u81ea\u793e\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30dd\u30ea\u30b7\u30fc\u3068\u306e\u6574\u5408\u3092\u78ba\u8a8d\u3057\u307e\u3059\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u6d88\u8fbc\u306f\u5e33\u7c3f\u3092\u78ba\u5b9a\u3055\u305b\u308b\u51e6\u7406\u3067\u3059\u3002**AI\u306e\u5019\u88dc\u3092\u4eba\u306e\u627f\u8a8d\u306a\u3057\u3067\u81ea\u52d5\u767b\u9332\u3059\u308b\u69cb\u6210\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Claude API\u306eStructured Outputs\uff08JSON Schema\u306b\u3088\u308b\u51fa\u529b\u5f62\u5f0f\u306e\u56fa\u5b9a\uff09 | [Anthropic: Structured outputs](https:\/\/claude.com\/blog\/structured-outputs-on-the-claude-developer-platform) | 2026-09-02 |\n| Power Automate \u306e\u6642\u523b\u8d77\u52d5\u30c8\u30ea\u30ac\u30fc | [Microsoft Learn: \u30c8\u30ea\u30ac\u30fc](https:\/\/learn.microsoft.com\/ja-jp\/power-automate\/triggers-introduction) | 2026-09-02 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