{"id":11069,"date":"2026-09-15T14:50:51","date_gmt":"2026-09-15T05:50:51","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/stalled-deal-detection\/"},"modified":"2026-09-15T14:50:51","modified_gmt":"2026-09-15T05:50:51","slug":"stalled-deal-detection","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/stalled-deal-detection\/","title":{"rendered":"\u52d5\u304d\u306e\u6b62\u307e\u3063\u305f\u5546\u8ac7\u3092\u6d17\u3044\u51fa\u3057\u3066\u3001\u6b21\u306e\u4e00\u624b\u306e\u6848\u307e\u3067\u305d\u308d\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u5546\u8ac7\u30c7\u30fc\u30bf\u3068\u6d3b\u52d5\u5c65\u6b74\u3092\u5165\u529b\u306b\u3001\u904e\u53bb\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u306e\u5b9f\u7e3e\u304b\u3089\u300c\u3053\u306e\u307e\u307e\u52d5\u304b\u306a\u3051\u308c\u3070\u5931\u6ce8\u3057\u3084\u3059\u3044\u300d\u6848\u4ef6\u306e\u7279\u5fb4\u3092\u6570\u5024\u5316\u3057\u3001\u6b62\u307e\u308a\u304b\u3051\u3066\u3044\u308b\u5546\u8ac7\u3092\u4e26\u3079\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u304b\u3089\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3068\u3001\u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u51fa\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0087","platform_main":"Python","publish_date":"","last_updated":"2026-09-15","tech_verified_date":"2026-09-15","trigger":"**\u90311\u56de\u306e\u5b9a\u671f\u5b9f\u884c**\u306b\u3057\u307e\u3059\u3002\u55b6\u696d\u4f1a\u8b70\u306e\u524d\u65e5\u304b\u5f53\u65e5\u306e\u671d\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n\u65e5\u6b21\u306b\u3059\u308b\u3068\u901a\u77e5\u304c\u65e5\u5e38\u306e\u96d1\u97f3\u306b\u306a\u308a\u3001\u6708\u6b21\u3067\u306f\u624b\u9045\u308c\u306b\u306a\u308a\u307e\u3059\u3002**\u5546\u8ac7\u671f\u9593\u304c3\u301c6\u304b\u6708\u306e\u696d\u7a2e\u3067\u306f\u3001\u90311\u56de\u304c\u3061\u3087\u3046\u3069\u826f\u3044\u9593\u9694\u3067\u3059\u3002** \u5546\u8ac7\u671f\u9593\u304c\u5e74\u5358\u4f4d\u306e\u696d\u7a2e\uff08\u5927\u578b\u8a2d\u5099\u3001\u516c\u5171\u6848\u4ef6\uff09\u3067\u306f\u9694\u9031\u3084\u6708\u6b21\u306b\u843d\u3068\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9032\u884c\u4e2d\u306e\u5546\u8ac7 | \u6848\u4ef6ID\u3001\u9867\u5ba2\u3001\u91d1\u984d\u3001\u30d5\u30a7\u30fc\u30ba\u3001\u78ba\u5ea6\u3001\u4f5c\u6210\u65e5\u3001\u5b8c\u4e86\u4e88\u5b9a\u65e5\u3001\u62c5\u5f53\u8005 | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u6d3b\u52d5\u5c65\u6b74 | \u8a2a\u554f\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u65e5\u6642\u3001\u5185\u5bb9\u3001\u6b21\u56de\u4e88\u5b9a | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u904e\u53bb\u306e\u5b9f\u7e3e | \u76f4\u8fd12\u5e74\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u6848\u4ef6\u3068\u3001\u305d\u306e\u7d4c\u904e | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u5546\u6750\u3054\u3068\u306e\u57fa\u6e96 | \u5546\u6750\u3054\u3068\u306e\u5e73\u5747\u5546\u8ac7\u671f\u9593\u3001\u6b63\u5e38\u306a\u9593\u9694 | \u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb |\n| \u3084\u308a\u53d6\u308a\u306e\u672c\u6587 | \u6700\u5f8c\u306e\u6570\u56de\u306e\u30e1\u30fc\u30eb\u30fb\u8b70\u4e8b\u9332 | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3001\u30e1\u30fc\u30eb |\n\n**4\u756a\u76ee\u304c\u8981\u308a\u307e\u3059\u3002** \u6d88\u8017\u54c1\u306e\u8ffd\u52a0\u53d7\u6ce8\u30672\u9031\u9593\u52d5\u304b\u306a\u3044\u306e\u306f\u7570\u5e38\u3067\u3059\u304c\u3001\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u66f4\u6539\u30672\u9031\u9593\u52d5\u304b\u306a\u3044\u306e\u306f\u666e\u901a\u3067\u3059\u3002**\u5546\u6750\u3054\u3068\u306b\u57fa\u6e96\u3092\u5909\u3048\u306a\u3044\u3068\u3001\u5168\u90e8\u306e\u6848\u4ef6\u304c\u300c\u505c\u6ede\u300d\u306b\u306a\u308a\u307e\u3059\u3002**","data_source":"**\u5546\u8ac7\u3068\u6d3b\u52d5\u5c65\u6b74\uff1a** \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306eAPI\u304b\u3089\u53d6\u5f97\u3057\u307e\u3059\u3002Salesforce \u3092\u4f7f\u3046\u5834\u5408\u3001REST API \u306e\u30af\u30a8\u30ea\u306e\u30ea\u30bd\u30fc\u30b9\u306bSOQL\u3092\u6e21\u3057\u307e\u3059\u3002`GET \/services\/data\/vXX.X\/query\/?q=SOQL` \u306e\u5f62\u3067\u3001\u30af\u30a8\u30ea\u6587\u5b57\u5217\u306e\u7a7a\u767d\u306f `+` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u540c\u671f\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u4e00\u5ea6\u306b\u8fd4\u308b\u306e\u306f\u6700\u59272,000\u4ef6\u3067\u3001\u8d85\u3048\u308b\u3068 `done` \u304c false \u306b\u306a\u308a\u3001\u7d9a\u304d\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u304c\u8fd4\u308a\u307e\u3059\u3002** \u30af\u30a8\u30ea\u304c\u4e0d\u6b63\u306a\u5834\u5408\u306f `MALFORMED_QUERY` \u304c\u8fd4\u308a\u307e\u3059\u3002\n\n\u5546\u8ac7\u304c\u6570\u5343\u4ef6\u3042\u308b\u5834\u5408\u306f\u3001\u3053\u306e\u7d9a\u304d\u306e\u53d6\u5f97\u3092\u5fc5\u305a\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u6700\u521d\u306e2,000\u4ef6\u3060\u3051\u3092\u51e6\u7406\u3057\u3066\u300c\u5168\u4ef6\u898b\u305f\u300d\u3068\u3057\u3066\u3057\u307e\u3046\u8aa4\u308a\u304c\u8d77\u304d\u3084\u3059\u3044\u7b87\u6240\u3067\u3059\u3002**\n\n**\u3084\u308a\u53d6\u308a\u306e\u672c\u6587\uff1a** \u505c\u6ede\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u6848\u4ef6\u3060\u3051\u53d6\u5f97\u3057\u307e\u3059\u3002\u5168\u4ef6\u306e\u30e1\u30fc\u30eb\u672c\u6587\u3092\u8aad\u307f\u8fbc\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8cbb\u7528\u3068\u51e6\u7406\u6642\u9593\u306e\u5927\u534a\u306f\u3053\u3053\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u9032\u884c\u4e2d\u3067\u3001\u91d1\u984d\u304c\u4e00\u5b9a\u4ee5\u4e0a\u3001\u5b8c\u4e86\u4e88\u5b9a\u65e5\u304c\u672a\u6765\u306e\u6848\u4ef6\u306b\u9650\u308a\u307e\u3059\u3002\u65e2\u306b\u5931\u6ce8\u30fb\u53d7\u6ce8\u3057\u305f\u3082\u306e\u306f\u5916\u3057\u307e\u3059\n2. **\u7279\u5fb4\u306e\u8a08\u7b97** \u2026 \u6848\u4ef6\u3054\u3068\u306b\u6b21\u3092\u8a08\u7b97\u3057\u307e\u3059\n\n| \u7279\u5fb4 | \u5185\u5bb9 |\n|:--|:--|\n| \u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570 | \u6700\u5f8c\u306e\u8a2a\u554f\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u304b\u3089\u4f55\u65e5\u7d4c\u3063\u305f\u304b |\n| \u30d5\u30a7\u30fc\u30ba\u6ede\u7559\u65e5\u6570 | \u73fe\u5728\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u3063\u3066\u304b\u3089\u4f55\u65e5\u304b |\n| \u6b21\u56de\u4e88\u5b9a\u306e\u6709\u7121 | \u672a\u6765\u306e\u4e88\u5b9a\u304c\u5165\u3063\u3066\u3044\u308b\u304b |\n| \u6d3b\u52d5\u306e\u9593\u9694\u306e\u5909\u5316 | \u76f4\u8fd1\u306e\u9593\u9694\u304c\u3001\u305d\u308c\u307e\u3067\u306e\u5e73\u5747\u3088\u308a\u5ef6\u3073\u3066\u3044\u308b\u304b |\n| \u5b8c\u4e86\u4e88\u5b9a\u65e5\u306e\u5ef6\u671f\u56de\u6570 | \u4e88\u5b9a\u65e5\u304c\u4f55\u56de\u5148\u9001\u308a\u3055\u308c\u305f\u304b |\n| \u76f8\u624b\u306e\u53cd\u5fdc | \u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3067\u76f8\u624b\u304b\u3089\u306e\u8fd4\u4fe1\u304c\u3042\u308b\u304b |\n\n3. **\u5546\u6750\u3054\u3068\u306e\u6b63\u898f\u5316** \u2026 \u5e73\u5747\u5546\u8ac7\u671f\u9593\u3067\u5272\u308a\u3001\u5546\u6750\u304c\u9055\u3063\u3066\u3082\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n4. **\u62c5\u5f53\u8005\u306e\u5728\u7c4d\u78ba\u8a8d** \u2026 \u9000\u8077\u30fb\u7570\u52d5\u3057\u305f\u62c5\u5f53\u8005\u306e\u6848\u4ef6\u3092\u5225\u67a0\u306b\u3057\u307e\u3059\u3002**\u3053\u308c\u306f\u505c\u6ede\u3067\u306f\u306a\u304f\u5f15\u304d\u7d99\u304e\u6f0f\u308c\u3067\u3059**\n5. **\u9577\u671f\u6848\u4ef6\u306e\u9664\u5916** \u2026 \u3082\u3068\u3082\u3068\u5e74\u5358\u4f4d\u306e\u6848\u4ef6\u306f\u3001\u5225\u306e\u57fa\u6e96\u3067\u898b\u307e\u3059","ai_processing":"\u8a08\u7b97\u3068\u6587\u7ae0\u5316\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u7279\u5fb4\u306e\u8a08\u7b97\u3068\u505c\u6ede\u30b9\u30b3\u30a2\u306e\u7b97\u51fa\u3002\u91cd\u307f\u306f\u3001\u904e\u53bb\u306e\u5b9f\u7e3e\uff08\u540c\u3058\u72b6\u614b\u304b\u3089\u53d7\u6ce8\u306b\u81f3\u3063\u305f\u304b\u3001\u5931\u6ce8\u3057\u305f\u304b\uff09\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002**\u8907\u96d1\u306a\u624b\u6cd5\u306f\u8981\u308a\u307e\u305b\u3093\u3002** \u3069\u306e\u7279\u5fb4\u304c\u3069\u308c\u3060\u3051\u52b9\u3044\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u505c\u6ede\u306e\u7406\u7531\u306e\u5019\u88dc | \u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u304b\u3089\u3001\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u3068\u3057\u3066\u8003\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u6319\u3052\u308b |\n| \u5f15\u7528 | \u305d\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u3084\u308a\u53d6\u308a\u306e\u7b87\u6240\u3092\u793a\u3059 |\n| \u6b21\u306e\u4e00\u624b\u306e\u6848 | \u904e\u53bb\u306b\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u6848\u4ef6\u306e\u3084\u308a\u65b9\u3092\u53c2\u8003\u306b\u30013\u6848\u7a0b\u5ea6 |\n| \u78ba\u8a8d\u4e8b\u9805 | \u8a18\u9332\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044\u70b9\uff08\u793e\u5185\u306e\u4e8b\u60c5\u3001\u62c5\u5f53\u8005\u306e\u72b6\u6cc1\uff09 |\n\n**\u53d7\u6ce8\u306e\u53ef\u5426\u3084\u78ba\u5ea6\u3092AI\u306b\u66f8\u304b\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u3053\u306e\u6848\u4ef6\u306f\u53d7\u6ce8\u53ef\u80fd\u6027\u304c\u4f4e\u3044\u300d\u3068\u66f8\u304b\u308c\u305f\u4e00\u89a7\u304c\u56de\u308b\u3068\u3001\u55b6\u696d\u304c\u52d5\u304f\u524d\u306b\u8ae6\u3081\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u55b6\u696d\u3092\u88dc\u4f50\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6b62\u307e\u308a\u304b\u3051\u3066\u3044\u308b\u5546\u8ac7\u306e\u8a18\u9332\u3068\u3001\u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3092\u6e21\u3057\u307e\u3059\u3002\n\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3068\u3001\u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u9332\u3068\u3084\u308a\u53d6\u308a\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9867\u5ba2\u306e\u793e\u5185\u4e8b\u60c5\u3092\u63a8\u6e2c\u3057\u3066\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7406\u7531\u306e\u5019\u88dc\u306b\u306f\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u3084\u308a\u53d6\u308a\u306e\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5f15\u7528\u3067\u304d\u306a\u3044\u5019\u88dc\u306f\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u6ce8\u3067\u304d\u308b\u304b\u3001\u78ba\u5ea6\u304c\u4f55\uff05\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u3053\u306e\u6848\u4ef6\u306f\u898b\u8fbc\u307f\u304c\u8584\u3044\u300d\u3068\u3044\u3063\u305f\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306e\u4e00\u624b\u306f\u3001\u62c5\u5f53\u8005\u304c\u3059\u3050\u5b9f\u884c\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u884c\u52d5\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u30d5\u30a9\u30ed\u30fc\u3092\u5f37\u5316\u3059\u308b\u300d\u3067\u306f\u306a\u304f\u300c\u25ef\u25ef\u306b\u3064\u3044\u3066\u78ba\u8a8d\u306e\u9023\u7d61\u3092\u3059\u308b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u3084\u7279\u5225\u6761\u4ef6\u306e\u63d0\u793a\u3092\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c\u5c11\u306a\u304f\u5224\u65ad\u6750\u6599\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7121\u7406\u306b\u7406\u7531\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5546\u8ac7\u306e\u57fa\u672c\u60c5\u5831\u3011\n{opportunity}\n\n\u3010\u505c\u6ede\u306e\u7279\u5fb4\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3011\n{stall_features}\n\n\u3010\u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3011\n{recent_activities}\n\n\u3010\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u904e\u53bb\u306e\u6848\u4ef6\u306e\u4f8b\u3011\n{similar_cases}\n```\n\n**\u300c\u5024\u5f15\u304d\u3092\u63d0\u6848\u3057\u306a\u3044\u300d\u306e1\u884c\u3092\u5165\u308c\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u6b62\u307e\u3063\u3066\u3044\u308b\u6848\u4ef6\u306b\u5bfe\u3057\u3066\u3001\u751f\u6210AI\u306f\u5024\u5f15\u304d\u3084\u7279\u5178\u306e\u63d0\u793a\u3092\u63d0\u6848\u3057\u304c\u3061\u3067\u3059\u3002\u305d\u308c\u304c\u4e00\u89a7\u306b\u4e26\u3076\u3068\u3001\u4fa1\u683c\u3067\u52d5\u304b\u3059\u767a\u60f3\u304c\u55b6\u696d\u306b\u5e83\u304c\u308a\u307e\u3059\u3002","output_data":"```json\n{\n  \"opportunity_id\": \"\",\n  \"owner\": \"\",\n  \"amount\": 0,\n  \"stage\": \"\",\n  \"stall_score\": 0,\n  \"score_reasons\": [\n    { \"feature\": \"\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\", \"value\": 0, \"contribution\": 0 }\n  ],\n  \"possible_causes\": [\n    { \"cause\": \"\", \"quote\": \"\" }\n  ],\n  \"next_actions\": [],\n  \"unknowns\": [],\n  \"insufficient_record\": false\n}\n```\n\n`score_reasons` \u306b\u3001\u70b9\u6570\u306e\u5185\u8a33\u3092\u5165\u308c\u307e\u3059\u3002**\u300c\u306a\u305c\u3053\u306e\u6848\u4ef6\u304c\u4e0a\u4f4d\u306a\u306e\u304b\u300d\u304c\u4e00\u89a7\u3067\u5206\u304b\u308b\u3053\u3068\u304c\u3001\u4f7f\u308f\u308c\u7d9a\u3051\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u70b9\u6570\u3060\u3051\u3092\u51fa\u3059\u3068\u3001\u55b6\u696d\u306f\u7d0d\u5f97\u3057\u307e\u305b\u3093\u3002\n\n`insufficient_record` \u304c\u7acb\u3064\u6848\u4ef6\u304c\u591a\u3044\u306a\u3089\u3001\u305d\u308c\u306f\u4ed5\u7d44\u307f\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u6d3b\u52d5\u5c65\u6b74\u304c\u5165\u529b\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u904b\u7528\u306e\u554f\u984c\u3067\u3059\u3002","integration_systems":"| \u51fa\u3057\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7 | \u505c\u6ede\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u9806\u306b\u3001\u70b9\u6570\u306e\u5185\u8a33\u30fb\u7406\u7531\u306e\u5019\u88dc\u30fb\u6b21\u306e\u4e00\u624b |\n| \u901a\u77e5 | \u672c\u4eba\u3078\u306f\u81ea\u5206\u306e\u6848\u4ef6\u3001\u4e0a\u9577\u3078\u306f\u30c1\u30fc\u30e0\u5168\u4f53 |\n| \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 | \u5224\u65ad\u306e\u7d50\u679c\uff08\u52d5\u304f\uff0f\u4fdd\u7559\uff0f\u5931\u6ce8\uff09\u3092\u30e1\u30e2\u3068\u3057\u3066\u8a18\u9332 |\n\n**\u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u78ba\u5ea6\u3084\u30d5\u30a7\u30fc\u30ba\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u5024\u306f\u55b6\u696d\u304c\u5165\u529b\u3059\u308b\u3082\u306e\u3067\u3001\u4ed5\u7d44\u307f\u304c\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u304c\u8ab0\u306e\u5224\u65ad\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u55b6\u696d\u672c\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002**\n\n\u4e00\u89a7\u306b\u4e26\u3076\u306e\u306f\u300c\u898b\u843d\u3068\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u6848\u4ef6\u300d\u3067\u3042\u3063\u3066\u3001\u300c\u624b\u3092\u6253\u3064\u3079\u304d\u6848\u4ef6\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u9867\u5ba2\u306e\u4e88\u7b97\u6642\u671f\u306e\u90fd\u5408\u3067\u610f\u56f3\u7684\u306b\u7f6e\u3044\u3066\u3044\u308b\u6848\u4ef6\u3082\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u5224\u65ad\u306f\u55b6\u696d\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002\n\n- \u70b9\u6570\u306e\u5185\u8a33\u3092\u4e00\u89a7\u306b\u8868\u793a\u3059\u308b\n- \u300c\u4fdd\u7559\u300d\u3092\u9078\u3076\u3068\u304d\u306b\u7406\u7531\u30921\u3064\u9078\u3070\u305b\u308b\uff08\u4e88\u7b97\u6642\u671f\uff0f\u5148\u65b9\u90fd\u5408\uff0f\u512a\u5148\u5ea6\u304c\u4f4e\u3044\uff0f\u3053\u3061\u3089\u306e\u90fd\u5408\uff09\n- \u4fdd\u7559\u306b\u3057\u305f\u6848\u4ef6\u306f\u3001\u6307\u5b9a\u3057\u305f\u65e5\u307e\u3067\u4e00\u89a7\u306b\u51fa\u3055\u306a\u3044\n- \u6b21\u306e\u4e00\u624b\u306e\u6848\u306f3\u3064\u307e\u3067\u3002\u591a\u3044\u3068\u8aad\u307e\u308c\u306a\u3044\n\n**\u300c\u4fdd\u7559\u300d\u3092\u9078\u3073\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002** \u4fdd\u7559\u304c\u9078\u3079\u306a\u3044\u3068\u3001\u4e00\u89a7\u3092\u7121\u8996\u3059\u308b\u7fd2\u6163\u304c\u3064\u304d\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6d3b\u52d5\u5c65\u6b74\u304c\u5165\u529b\u3055\u308c\u3066\u3044\u306a\u3044 | `insufficient_record` \u3092\u7acb\u3066\u308b\u3002**\u5165\u529b\u4e0d\u8db3\u3092\u505c\u6ede\u3068\u5224\u5b9a\u3057\u306a\u3044** |\n| \u62c5\u5f53\u8005\u304c\u7570\u52d5\u30fb\u9000\u8077\u3057\u305f\u6848\u4ef6 | \u5225\u67a0\u3067\u300c\u5f15\u304d\u7d99\u304e\u78ba\u8a8d\u300d\u3068\u3057\u3066\u51fa\u3059 |\n| \u3082\u3068\u3082\u3068\u52d5\u304d\u306e\u9045\u3044\u5546\u6750 | \u5546\u6750\u3054\u3068\u306e\u57fa\u6e96\u3067\u6b63\u898f\u5316\u3059\u308b |\n| \u9867\u5ba2\u306e\u4e88\u7b97\u6642\u671f\u5f85\u3061\u3067\u610f\u56f3\u7684\u306b\u7f6e\u3044\u3066\u3044\u308b | \u4fdd\u7559\u306e\u7406\u7531\u3068\u3057\u3066\u8a18\u9332\u3057\u3001\u518d\u958b\u4e88\u5b9a\u65e5\u307e\u3067\u51fa\u3055\u306a\u3044 |\n| \u53d6\u5f97\u304c2,000\u4ef6\u3067\u5207\u308c\u308b | \u7d9a\u304d\u306e\u53d6\u5f97\u3092\u5b9f\u88c5\u3059\u308b\u3002\u4ef6\u6570\u3092\u5fc5\u305a\u30ed\u30b0\u306b\u6b8b\u3059 |\n| \u540c\u3058\u9867\u5ba2\u306e\u8907\u6570\u6848\u4ef6\u304c\u4e26\u3076 | \u9867\u5ba2\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u8868\u793a\u3059\u308b |\n| \u4e00\u89a7\u306b\u6bce\u9031\u540c\u3058\u6848\u4ef6\u304c\u4e26\u3076 | 3\u56de\u7d9a\u3051\u3066\u4fdd\u7559\u306b\u306a\u3063\u305f\u6848\u4ef6\u306f\u3001\u4e0a\u9577\u306e\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306b\u3059\u308b |\n| \u751f\u6210AI\u304c\u7406\u7531\u3092\u4f5c\u308a\u8fbc\u307f\u3059\u304e\u308b | \u5f15\u7528\u306e\u5fc5\u9808\u5316\u3067\u6291\u3048\u308b\u3002\u5f15\u7528\u306e\u306a\u3044\u5019\u88dc\u306f\u8868\u793a\u3057\u306a\u3044 |","log_storage":"- \u9031\u3054\u3068\u306e\u505c\u6ede\u30b9\u30b3\u30a2\u3068\u5185\u8a33\n- \u751f\u6210AI\u304c\u51fa\u3057\u305f\u7406\u7531\u306e\u5019\u88dc\u3068\u6b21\u306e\u4e00\u624b\n- \u55b6\u696d\u306e\u5224\u65ad\uff08\u52d5\u304f\uff0f\u4fdd\u7559\uff0f\u5931\u6ce8\uff09\u3068\u7406\u7531\n- \u305d\u306e\u5f8c\u306e\u7d50\u679c\uff08\u53d7\u6ce8\u30fb\u5931\u6ce8\u30fb\u7d99\u7d9a\uff09\n\n**3\u756a\u76ee\u30684\u756a\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u57fa\u6e96\u306e\u7cbe\u5ea6\u304c\u6e2c\u308c\u307e\u3059\u3002** \u300c\u4e0a\u4f4d\u306b\u4e26\u3093\u3060\u6848\u4ef6\u306e\u3046\u3061\u3001\u5b9f\u969b\u306b\u5931\u6ce8\u3057\u305f\u5272\u5408\u300d\u3092\u898b\u308c\u3070\u3001\u70b9\u6570\u306e\u4ed8\u3051\u65b9\u304c\u59a5\u5f53\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u3053\u306e\u691c\u8a3c\u3092\u56db\u534a\u671f\u306b\u4e00\u5ea6\u884c\u3044\u3001\u91cd\u307f\u3092\u898b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":10,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":12,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":48,"after_hours_month":16,"saved_hours_month":32,"reduction_rate":67,"saved_hours_year":384,"annual_cost_effect":1344000,"summary":"\u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u5546\u8ac7\u30c7\u30fc\u30bf\u3068\u6d3b\u52d5\u5c65\u6b74\u3092\u5165\u529b\u306b\u3001\u904e\u53bb\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u306e\u5b9f\u7e3e\u304b\u3089\u300c\u3053\u306e\u307e\u307e\u52d5\u304b\u306a\u3051\u308c\u3070\u5931\u6ce8\u3057\u3084\u3059\u3044\u300d\u6848\u4ef6\u306e\u7279\u5fb4\u3092\u6570\u5024\u5316\u3057\u3001\u6b62\u307e\u308a\u304b\u3051\u3066\u3044\u308b\u5546\u8ac7\u3092\u4e26\u3079\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u304b\u3089\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3068\u3001\u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. \u9031\u6b21\u306e\u55b6\u696d\u4f1a\u8b70\u306e\u524d\u306b\u3001\u55b6\u696d\u304c\u81ea\u5206\u306e\u6848\u4ef6\u4e00\u89a7\u3092\u958b\u304f\n2. \u66f4\u65b0\u65e5\u306e\u53e4\u3044\u9806\u306b\u6848\u4ef6\u3092\u958b\u304d\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u3092\u8aad\u307f\u8fd4\u3059\n3. \u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\uff08\u9023\u7d61\u3059\u308b\u3001\u63d0\u6848\u3092\u4f5c\u308a\u76f4\u3059\u3001\u3044\u3063\u305f\u3093\u4fdd\u7559\u306b\u3059\u308b\uff09\n4. \u4f1a\u8b70\u3067\u4e0a\u9577\u306b\u72b6\u6cc1\u3092\u8aac\u660e\u3059\u308b\n5. \u4e0a\u9577\u304c\u300c\u3042\u306e\u6848\u4ef6\u306f\u3069\u3046\u306a\u3063\u305f\u300d\u3068\u500b\u5225\u306b\u78ba\u8a8d\u3059\u308b\n6. \u52d5\u304d\u306e\u306a\u3044\u6848\u4ef6\u306f\u3001\u7fcc\u9031\u3082\u540c\u3058\u8aac\u660e\u304c\u7e70\u308a\u8fd4\u3055\u308c\u308b\n7. \u6570\u304b\u6708\u7d4c\u3063\u305f\u6848\u4ef6\u304c\u3001\u671f\u672b\u306b\u5931\u6ce8\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u5168\u4ef6\u3092\u898b\u308b\u6642\u9593\u304c\u306a\u3044\u3002** 1\u4eba24\u4ef6\u3092\u6bce\u9031\u898b\u76f4\u3059\u306e\u306f\u73fe\u5b9f\u7684\u3067\u306f\u306a\u304f\u3001\u7d50\u5c40\u306f\u52d5\u304d\u306e\u3042\u308b\u6848\u4ef6\u3060\u3051\u3092\u898b\u3066\u3044\u307e\u3059\u3002**\u52d5\u3044\u3066\u3044\u306a\u3044\u6848\u4ef6\u3053\u305d\u898b\u308b\u3079\u304d\u306a\u306e\u306b\u3001\u5f8c\u56de\u3057\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u5c65\u6b74\u3092\u8aad\u307f\u8fd4\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 3\u304b\u6708\u5206\u306e\u3084\u308a\u53d6\u308a\u3092\u8aad\u307f\u76f4\u3057\u3066\u3001\u3069\u3053\u3067\u6b62\u307e\u3063\u305f\u304b\u3092\u601d\u3044\u51fa\u3059\u4f5c\u696d\u304c\u6bce\u56de\u767a\u751f\u3057\u307e\u3059\u3002\n\n**\uff08c\uff09\u6b62\u307e\u3063\u305f\u7406\u7531\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3044\u3002** \u300c\u5148\u65b9\u306e\u7a1f\u8b70\u5f85\u3061\u300d\u306a\u306e\u304b\u300c\u62c5\u5f53\u8005\u304c\u7570\u52d5\u3057\u305f\u300d\u306a\u306e\u304b\u300c\u7af6\u5408\u306b\u6c7a\u307e\u308a\u304b\u3051\u3066\u3044\u308b\u300d\u306e\u304b\u306f\u3001\u55b6\u696d\u306e\u982d\u306e\u4e2d\u306b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u81ea\u7136\u6d88\u6ec5\u3059\u308b\u3002** \u8ab0\u3082\u52d5\u304b\u306a\u3044\u307e\u307e\u6642\u9593\u304c\u904e\u304e\u3001\u671f\u672b\u306b\u4e00\u62ec\u3057\u3066\u5931\u6ce8\u51e6\u7406\u3055\u308c\u307e\u3059\u3002**\u5931\u6ce8\u7406\u7531\u306f\u300c\u6642\u671f\u5c1a\u65e9\u300d\u3068\u3060\u3051\u8a18\u9332\u3055\u308c\u3001\u6b21\u306b\u6d3b\u304b\u305b\u307e\u305b\u3093\u3002**","before_flow_steps":["\u9031\u6b21\u306e\u55b6\u696d\u4f1a\u8b70\u306e\u524d\u306b\u3001\u55b6\u696d\u304c\u81ea\u5206\u306e\u6848\u4ef6\u4e00\u89a7\u3092\u958b\u304f","\u66f4\u65b0\u65e5\u306e\u53e4\u3044\u9806\u306b\u6848\u4ef6\u3092\u958b\u304d\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u3092\u8aad\u307f\u8fd4\u3059","\u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\uff08\u9023\u7d61\u3059\u308b\u3001\u63d0\u6848\u3092\u4f5c\u308a\u76f4\u3059\u3001\u3044\u3063\u305f\u3093\u4fdd\u7559\u306b\u3059\u308b\uff09","\u4f1a\u8b70\u3067\u4e0a\u9577\u306b\u72b6\u6cc1\u3092\u8aac\u660e\u3059\u308b","\u4e0a\u9577\u304c\u300c\u3042\u306e\u6848\u4ef6\u306f\u3069\u3046\u306a\u3063\u305f\u300d\u3068\u500b\u5225\u306b\u78ba\u8a8d\u3059\u308b","\u52d5\u304d\u306e\u306a\u3044\u6848\u4ef6\u306f\u3001\u7fcc\u9031\u3082\u540c\u3058\u8aac\u660e\u304c\u7e70\u308a\u8fd4\u3055\u308c\u308b","\u6570\u304b\u6708\u7d4c\u3063\u305f\u6848\u4ef6\u304c\u3001\u671f\u672b\u306b\u5931\u6ce8\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b"],"after_flow":"1. \u6bce\u9031\u6708\u66dc\u306e\u671d\u3001\u51e6\u7406\u304c\u59cb\u307e\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u9032\u884c\u4e2d\u306e\u5546\u8ac7\u3068\u6d3b\u52d5\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u6848\u4ef6\u3054\u3068\u306b\u3001\u505c\u6ede\u3092\u793a\u3059\u7279\u5fb4\u3092\u8a08\u7b97\u3059\u308b\uff08\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\u3001\u30d5\u30a7\u30fc\u30ba\u306e\u6ede\u7559\u65e5\u6570\u3001\u4e88\u5b9a\u306e\u6709\u7121\u3001\u8fd4\u4fe1\u306e\u9593\u9694\u306a\u3069\uff09\n4. **\u3010\u81ea\u52d5\u3011** \u904e\u53bb\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u306e\u5b9f\u7e3e\u304b\u3089\u4f5c\u3063\u305f\u57fa\u6e96\u3067\u3001\u505c\u6ede\u306e\u5ea6\u5408\u3044\u3092\u70b9\u6570\u306b\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u70b9\u6570\u306e\u9ad8\u3044\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u3092\u8aad\u307f\u3001\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3092\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u3001\u904e\u53bb\u306b\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u6848\u4ef6\u306e\u3084\u308a\u65b9\u3092\u53c2\u8003\u306b\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u672c\u4eba\u3068\u4e0a\u9577\u3078\u901a\u77e5\u3059\u308b\n8. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u52d5\u304f\u6848\u4ef6\u3068\u4fdd\u7559\u306b\u3059\u308b\u6848\u4ef6\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u4fdd\u7559\u306b\u3059\u308b\u5834\u5408\u306f\u7406\u7531\u3092\u5165\u529b\u3059\u308b\n10. **\u3010\u81ea\u52d5\u3011** \u5224\u65ad\u306e\u7d50\u679c\u3092\u8a18\u9332\u3057\u3001\u6b21\u56de\u306e\u57fa\u6e96\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3046\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u63a2\u3059\u300d\u300c\u8aad\u307f\u8fd4\u3059\u300d\u300c\u4e26\u3079\u308b\u300d\u306e3\u3064\u3067\u3059\u3002\u6b8b\u308b\u306e\u306f\u300c\u3069\u3046\u3059\u308b\u304b\u3092\u6c7a\u3081\u3066\u52d5\u304f\u3053\u3068\u300d\u3067\u3059\u3002","after_flow_steps":["\u6bce\u9031\u6708\u66dc\u306e\u671d\u3001\u51e6\u7406\u304c\u59cb\u307e\u308b","**\u3010\u81ea\u52d5\u3011** \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u9032\u884c\u4e2d\u306e\u5546\u8ac7\u3068\u6d3b\u52d5\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u6848\u4ef6\u3054\u3068\u306b\u3001\u505c\u6ede\u3092\u793a\u3059\u7279\u5fb4\u3092\u8a08\u7b97\u3059\u308b\uff08\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\u3001\u30d5\u30a7\u30fc\u30ba\u306e\u6ede\u7559\u65e5\u6570\u3001\u4e88\u5b9a\u306e\u6709\u7121\u3001\u8fd4\u4fe1\u306e\u9593\u9694\u306a\u3069\uff09","**\u3010\u81ea\u52d5\u3011** \u904e\u53bb\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u306e\u5b9f\u7e3e\u304b\u3089\u4f5c\u3063\u305f\u57fa\u6e96\u3067\u3001\u505c\u6ede\u306e\u5ea6\u5408\u3044\u3092\u70b9\u6570\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u70b9\u6570\u306e\u9ad8\u3044\u6848\u4ef6\u306b\u3064\u3044\u3066\u3001\u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u3092\u8aad\u307f\u3001\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u3001\u904e\u53bb\u306b\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u6848\u4ef6\u306e\u3084\u308a\u65b9\u3092\u53c2\u8003\u306b\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u672c\u4eba\u3068\u4e0a\u9577\u3078\u901a\u77e5\u3059\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u4e00\u89a7\u3092\u898b\u3066\u3001\u52d5\u304f\u6848\u4ef6\u3068\u4fdd\u7559\u306b\u3059\u308b\u6848\u4ef6\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u4fdd\u7559\u306b\u3059\u308b\u5834\u5408\u306f\u7406\u7531\u3092\u5165\u529b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5224\u65ad\u306e\u7d50\u679c\u3092\u8a18\u9332\u3057\u3001\u6b21\u56de\u306e\u57fa\u6e96\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3046"],"architecture":"```\n\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u9031\u6708\u66dc 07:00\n   \u2502\n   \u25bc\nPython\uff08\u96c6\u8a08\u30fb\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306eAPI\u304b\u3089\u5546\u8ac7\u30fb\u6d3b\u52d5\u5c65\u6b74\u3092\u53d6\u5f97\n   \u2502       GET \/services\/data\/vXX.X\/query\/?q=SELECT+...+FROM+Opportunity+WHERE+...\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u505c\u6ede\u306e\u7279\u5fb4\u3092\u8a08\u7b97\uff08\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\u30fb\u30d5\u30a7\u30fc\u30ba\u6ede\u7559\u30fb\u4e88\u5b9a\u306e\u6709\u7121 \u307b\u304b\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 \u505c\u6ede\u30b9\u30b3\u30a2\u306e\u7b97\u51fa\uff08\u904e\u53bb\u5b9f\u7e3e\u304b\u3089\u4f5c\u3063\u305f\u91cd\u307f\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 Claude API \u2500\u2500 \u4e0a\u4f4d\u6848\u4ef6\u306e\u5c65\u6b74\u3092\u8aad\u307f\u3001\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3068\u6b21\u306e\u4e00\u624b\u306e\u6848\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\uff0b Teams \u3078\u901a\u77e5\n   \u2502\n   \u25bc\u3010\u4eba\u304c\u5224\u65ad\u3011\u52d5\u304f\uff0f\u4fdd\u7559\u306b\u3059\u308b\uff08\u4fdd\u7559\u306f\u7406\u7531\u3092\u5165\u529b\uff09\n   \u2502\n   \u25bc\n\u5224\u65ad\u306e\u7d50\u679c\u3092\u8a18\u9332 \u2192 \u6b21\u56de\u306e\u57fa\u6e96\u306e\u898b\u76f4\u3057\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Python | Google Apps Script\u3001Power Automate |\n| \u751f\u6210AI | Claude API | OpenAI API\u3001Gemini API |\n| \u9023\u643a | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 | \u5404\u793e\u306eSFA\u30fbCRM |\n| \u4e00\u89a7 | Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Microsoft Lists |\n| \u901a\u77e5 | Microsoft Teams | Slack\u3001\u30e1\u30fc\u30eb |\n\n**\u70b9\u6570\u306e\u8a08\u7b97\u306b\u751f\u6210AI\u3092\u4f7f\u3044\u307e\u305b\u3093\u3002** \u505c\u6ede\u30b9\u30b3\u30a2\u306f\u3001\u65e5\u6570\u3084\u56de\u6570\u3068\u3044\u3063\u305f\u6570\u5024\u304b\u3089\u8a08\u7b97\u3057\u307e\u3059\u3002**\u306a\u305c\u305d\u306e\u6848\u4ef6\u304c\u4e0a\u4f4d\u306b\u6765\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u304c\u3001\u55b6\u696d\u306b\u4f7f\u3063\u3066\u3082\u3089\u3046\u305f\u3081\u306e\u6761\u4ef6\u3067\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u90311\u56de\u306e\u5b9a\u671f\u5b9f\u884c**\u306b\u3057\u307e\u3059\u3002\u55b6\u696d\u4f1a\u8b70\u306e\u524d\u65e5\u304b\u5f53\u65e5\u306e\u671d\u306b\u5408\u308f\u305b\u307e\u3059\u3002\n\n\u65e5\u6b21\u306b\u3059\u308b\u3068\u901a\u77e5\u304c\u65e5\u5e38\u306e\u96d1\u97f3\u306b\u306a\u308a\u3001\u6708\u6b21\u3067\u306f\u624b\u9045\u308c\u306b\u306a\u308a\u307e\u3059\u3002**\u5546\u8ac7\u671f\u9593\u304c3\u301c6\u304b\u6708\u306e\u696d\u7a2e\u3067\u306f\u3001\u90311\u56de\u304c\u3061\u3087\u3046\u3069\u826f\u3044\u9593\u9694\u3067\u3059\u3002** \u5546\u8ac7\u671f\u9593\u304c\u5e74\u5358\u4f4d\u306e\u696d\u7a2e\uff08\u5927\u578b\u8a2d\u5099\u3001\u516c\u5171\u6848\u4ef6\uff09\u3067\u306f\u9694\u9031\u3084\u6708\u6b21\u306b\u843d\u3068\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u9032\u884c\u4e2d\u306e\u5546\u8ac7 | \u6848\u4ef6ID\u3001\u9867\u5ba2\u3001\u91d1\u984d\u3001\u30d5\u30a7\u30fc\u30ba\u3001\u78ba\u5ea6\u3001\u4f5c\u6210\u65e5\u3001\u5b8c\u4e86\u4e88\u5b9a\u65e5\u3001\u62c5\u5f53\u8005 | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u6d3b\u52d5\u5c65\u6b74 | \u8a2a\u554f\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u65e5\u6642\u3001\u5185\u5bb9\u3001\u6b21\u56de\u4e88\u5b9a | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u904e\u53bb\u306e\u5b9f\u7e3e | \u76f4\u8fd12\u5e74\u306e\u53d7\u6ce8\u30fb\u5931\u6ce8\u6848\u4ef6\u3068\u3001\u305d\u306e\u7d4c\u904e | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 |\n| \u5546\u6750\u3054\u3068\u306e\u57fa\u6e96 | \u5546\u6750\u3054\u3068\u306e\u5e73\u5747\u5546\u8ac7\u671f\u9593\u3001\u6b63\u5e38\u306a\u9593\u9694 | \u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb |\n| \u3084\u308a\u53d6\u308a\u306e\u672c\u6587 | \u6700\u5f8c\u306e\u6570\u56de\u306e\u30e1\u30fc\u30eb\u30fb\u8b70\u4e8b\u9332 | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3001\u30e1\u30fc\u30eb |\n\n**4\u756a\u76ee\u304c\u8981\u308a\u307e\u3059\u3002** \u6d88\u8017\u54c1\u306e\u8ffd\u52a0\u53d7\u6ce8\u30672\u9031\u9593\u52d5\u304b\u306a\u3044\u306e\u306f\u7570\u5e38\u3067\u3059\u304c\u3001\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u66f4\u6539\u30672\u9031\u9593\u52d5\u304b\u306a\u3044\u306e\u306f\u666e\u901a\u3067\u3059\u3002**\u5546\u6750\u3054\u3068\u306b\u57fa\u6e96\u3092\u5909\u3048\u306a\u3044\u3068\u3001\u5168\u90e8\u306e\u6848\u4ef6\u304c\u300c\u505c\u6ede\u300d\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u5546\u8ac7\u3068\u6d3b\u52d5\u5c65\u6b74\uff1a** \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306eAPI\u304b\u3089\u53d6\u5f97\u3057\u307e\u3059\u3002Salesforce \u3092\u4f7f\u3046\u5834\u5408\u3001REST API \u306e\u30af\u30a8\u30ea\u306e\u30ea\u30bd\u30fc\u30b9\u306bSOQL\u3092\u6e21\u3057\u307e\u3059\u3002`GET \/services\/data\/vXX.X\/query\/?q=SOQL` \u306e\u5f62\u3067\u3001\u30af\u30a8\u30ea\u6587\u5b57\u5217\u306e\u7a7a\u767d\u306f `+` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u540c\u671f\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u4e00\u5ea6\u306b\u8fd4\u308b\u306e\u306f\u6700\u59272,000\u4ef6\u3067\u3001\u8d85\u3048\u308b\u3068 `done` \u304c false \u306b\u306a\u308a\u3001\u7d9a\u304d\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u304c\u8fd4\u308a\u307e\u3059\u3002** \u30af\u30a8\u30ea\u304c\u4e0d\u6b63\u306a\u5834\u5408\u306f `MALFORMED_QUERY` \u304c\u8fd4\u308a\u307e\u3059\u3002\n\n\u5546\u8ac7\u304c\u6570\u5343\u4ef6\u3042\u308b\u5834\u5408\u306f\u3001\u3053\u306e\u7d9a\u304d\u306e\u53d6\u5f97\u3092\u5fc5\u305a\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002**\u6700\u521d\u306e2,000\u4ef6\u3060\u3051\u3092\u51e6\u7406\u3057\u3066\u300c\u5168\u4ef6\u898b\u305f\u300d\u3068\u3057\u3066\u3057\u307e\u3046\u8aa4\u308a\u304c\u8d77\u304d\u3084\u3059\u3044\u7b87\u6240\u3067\u3059\u3002**\n\n**\u3084\u308a\u53d6\u308a\u306e\u672c\u6587\uff1a** \u505c\u6ede\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u6848\u4ef6\u3060\u3051\u53d6\u5f97\u3057\u307e\u3059\u3002\u5168\u4ef6\u306e\u30e1\u30fc\u30eb\u672c\u6587\u3092\u8aad\u307f\u8fbc\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8cbb\u7528\u3068\u51e6\u7406\u6642\u9593\u306e\u5927\u534a\u306f\u3053\u3053\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u9032\u884c\u4e2d\u3067\u3001\u91d1\u984d\u304c\u4e00\u5b9a\u4ee5\u4e0a\u3001\u5b8c\u4e86\u4e88\u5b9a\u65e5\u304c\u672a\u6765\u306e\u6848\u4ef6\u306b\u9650\u308a\u307e\u3059\u3002\u65e2\u306b\u5931\u6ce8\u30fb\u53d7\u6ce8\u3057\u305f\u3082\u306e\u306f\u5916\u3057\u307e\u3059\n2. **\u7279\u5fb4\u306e\u8a08\u7b97** \u2026 \u6848\u4ef6\u3054\u3068\u306b\u6b21\u3092\u8a08\u7b97\u3057\u307e\u3059\n\n| \u7279\u5fb4 | \u5185\u5bb9 |\n|:--|:--|\n| \u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570 | \u6700\u5f8c\u306e\u8a2a\u554f\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u304b\u3089\u4f55\u65e5\u7d4c\u3063\u305f\u304b |\n| \u30d5\u30a7\u30fc\u30ba\u6ede\u7559\u65e5\u6570 | \u73fe\u5728\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u3063\u3066\u304b\u3089\u4f55\u65e5\u304b |\n| \u6b21\u56de\u4e88\u5b9a\u306e\u6709\u7121 | \u672a\u6765\u306e\u4e88\u5b9a\u304c\u5165\u3063\u3066\u3044\u308b\u304b |\n| \u6d3b\u52d5\u306e\u9593\u9694\u306e\u5909\u5316 | \u76f4\u8fd1\u306e\u9593\u9694\u304c\u3001\u305d\u308c\u307e\u3067\u306e\u5e73\u5747\u3088\u308a\u5ef6\u3073\u3066\u3044\u308b\u304b |\n| \u5b8c\u4e86\u4e88\u5b9a\u65e5\u306e\u5ef6\u671f\u56de\u6570 | \u4e88\u5b9a\u65e5\u304c\u4f55\u56de\u5148\u9001\u308a\u3055\u308c\u305f\u304b |\n| \u76f8\u624b\u306e\u53cd\u5fdc | \u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3067\u76f8\u624b\u304b\u3089\u306e\u8fd4\u4fe1\u304c\u3042\u308b\u304b |\n\n3. **\u5546\u6750\u3054\u3068\u306e\u6b63\u898f\u5316** \u2026 \u5e73\u5747\u5546\u8ac7\u671f\u9593\u3067\u5272\u308a\u3001\u5546\u6750\u304c\u9055\u3063\u3066\u3082\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n4. **\u62c5\u5f53\u8005\u306e\u5728\u7c4d\u78ba\u8a8d** \u2026 \u9000\u8077\u30fb\u7570\u52d5\u3057\u305f\u62c5\u5f53\u8005\u306e\u6848\u4ef6\u3092\u5225\u67a0\u306b\u3057\u307e\u3059\u3002**\u3053\u308c\u306f\u505c\u6ede\u3067\u306f\u306a\u304f\u5f15\u304d\u7d99\u304e\u6f0f\u308c\u3067\u3059**\n5. **\u9577\u671f\u6848\u4ef6\u306e\u9664\u5916** \u2026 \u3082\u3068\u3082\u3068\u5e74\u5358\u4f4d\u306e\u6848\u4ef6\u306f\u3001\u5225\u306e\u57fa\u6e96\u3067\u898b\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n\u8a08\u7b97\u3068\u6587\u7ae0\u5316\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u7279\u5fb4\u306e\u8a08\u7b97\u3068\u505c\u6ede\u30b9\u30b3\u30a2\u306e\u7b97\u51fa\u3002\u91cd\u307f\u306f\u3001\u904e\u53bb\u306e\u5b9f\u7e3e\uff08\u540c\u3058\u72b6\u614b\u304b\u3089\u53d7\u6ce8\u306b\u81f3\u3063\u305f\u304b\u3001\u5931\u6ce8\u3057\u305f\u304b\uff09\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002**\u8907\u96d1\u306a\u624b\u6cd5\u306f\u8981\u308a\u307e\u305b\u3093\u3002** \u3069\u306e\u7279\u5fb4\u304c\u3069\u308c\u3060\u3051\u52b9\u3044\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u505c\u6ede\u306e\u7406\u7531\u306e\u5019\u88dc | \u6700\u5f8c\u306e\u3084\u308a\u53d6\u308a\u304b\u3089\u3001\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u3068\u3057\u3066\u8003\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u6319\u3052\u308b |\n| \u5f15\u7528 | \u305d\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u3084\u308a\u53d6\u308a\u306e\u7b87\u6240\u3092\u793a\u3059 |\n| \u6b21\u306e\u4e00\u624b\u306e\u6848 | \u904e\u53bb\u306b\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u6848\u4ef6\u306e\u3084\u308a\u65b9\u3092\u53c2\u8003\u306b\u30013\u6848\u7a0b\u5ea6 |\n| \u78ba\u8a8d\u4e8b\u9805 | \u8a18\u9332\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044\u70b9\uff08\u793e\u5185\u306e\u4e8b\u60c5\u3001\u62c5\u5f53\u8005\u306e\u72b6\u6cc1\uff09 |\n\n**\u53d7\u6ce8\u306e\u53ef\u5426\u3084\u78ba\u5ea6\u3092AI\u306b\u66f8\u304b\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u3053\u306e\u6848\u4ef6\u306f\u53d7\u6ce8\u53ef\u80fd\u6027\u304c\u4f4e\u3044\u300d\u3068\u66f8\u304b\u308c\u305f\u4e00\u89a7\u304c\u56de\u308b\u3068\u3001\u55b6\u696d\u304c\u52d5\u304f\u524d\u306b\u8ae6\u3081\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\u55b6\u696d\u3092\u88dc\u4f50\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u6b62\u307e\u308a\u304b\u3051\u3066\u3044\u308b\u5546\u8ac7\u306e\u8a18\u9332\u3068\u3001\u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3092\u6e21\u3057\u307e\u3059\u3002\n\u6b62\u307e\u3063\u3066\u3044\u308b\u7406\u7531\u306e\u5019\u88dc\u3068\u3001\u6b21\u306e\u4e00\u624b\u306e\u6848\u3092\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8a18\u9332\u3068\u3084\u308a\u53d6\u308a\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9867\u5ba2\u306e\u793e\u5185\u4e8b\u60c5\u3092\u63a8\u6e2c\u3057\u3066\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7406\u7531\u306e\u5019\u88dc\u306b\u306f\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u3084\u308a\u53d6\u308a\u306e\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5f15\u7528\u3067\u304d\u306a\u3044\u5019\u88dc\u306f\u51fa\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d7\u6ce8\u3067\u304d\u308b\u304b\u3001\u78ba\u5ea6\u304c\u4f55\uff05\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u3053\u306e\u6848\u4ef6\u306f\u898b\u8fbc\u307f\u304c\u8584\u3044\u300d\u3068\u3044\u3063\u305f\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6b21\u306e\u4e00\u624b\u306f\u3001\u62c5\u5f53\u8005\u304c\u3059\u3050\u5b9f\u884c\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u884c\u52d5\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u30d5\u30a9\u30ed\u30fc\u3092\u5f37\u5316\u3059\u308b\u300d\u3067\u306f\u306a\u304f\u300c\u25ef\u25ef\u306b\u3064\u3044\u3066\u78ba\u8a8d\u306e\u9023\u7d61\u3092\u3059\u308b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u3084\u7279\u5225\u6761\u4ef6\u306e\u63d0\u793a\u3092\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c\u5c11\u306a\u304f\u5224\u65ad\u6750\u6599\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7121\u7406\u306b\u7406\u7531\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5546\u8ac7\u306e\u57fa\u672c\u60c5\u5831\u3011\n{opportunity}\n\n\u3010\u505c\u6ede\u306e\u7279\u5fb4\uff08\u8a08\u7b97\u6e08\u307f\uff09\u3011\n{stall_features}\n\n\u3010\u76f4\u8fd1\u306e\u3084\u308a\u53d6\u308a\u3011\n{recent_activities}\n\n\u3010\u540c\u3058\u72b6\u614b\u304b\u3089\u52d5\u3044\u305f\u904e\u53bb\u306e\u6848\u4ef6\u306e\u4f8b\u3011\n{similar_cases}\n```\n\n**\u300c\u5024\u5f15\u304d\u3092\u63d0\u6848\u3057\u306a\u3044\u300d\u306e1\u884c\u3092\u5165\u308c\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u6b62\u307e\u3063\u3066\u3044\u308b\u6848\u4ef6\u306b\u5bfe\u3057\u3066\u3001\u751f\u6210AI\u306f\u5024\u5f15\u304d\u3084\u7279\u5178\u306e\u63d0\u793a\u3092\u63d0\u6848\u3057\u304c\u3061\u3067\u3059\u3002\u305d\u308c\u304c\u4e00\u89a7\u306b\u4e26\u3076\u3068\u3001\u4fa1\u683c\u3067\u52d5\u304b\u3059\u767a\u60f3\u304c\u55b6\u696d\u306b\u5e83\u304c\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"opportunity_id\": \"\",\n  \"owner\": \"\",\n  \"amount\": 0,\n  \"stage\": \"\",\n  \"stall_score\": 0,\n  \"score_reasons\": [\n    { \"feature\": \"\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\", \"value\": 0, \"contribution\": 0 }\n  ],\n  \"possible_causes\": [\n    { \"cause\": \"\", \"quote\": \"\" }\n  ],\n  \"next_actions\": [],\n  \"unknowns\": [],\n  \"insufficient_record\": false\n}\n```\n\n`score_reasons` \u306b\u3001\u70b9\u6570\u306e\u5185\u8a33\u3092\u5165\u308c\u307e\u3059\u3002**\u300c\u306a\u305c\u3053\u306e\u6848\u4ef6\u304c\u4e0a\u4f4d\u306a\u306e\u304b\u300d\u304c\u4e00\u89a7\u3067\u5206\u304b\u308b\u3053\u3068\u304c\u3001\u4f7f\u308f\u308c\u7d9a\u3051\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u70b9\u6570\u3060\u3051\u3092\u51fa\u3059\u3068\u3001\u55b6\u696d\u306f\u7d0d\u5f97\u3057\u307e\u305b\u3093\u3002\n\n`insufficient_record` \u304c\u7acb\u3064\u6848\u4ef6\u304c\u591a\u3044\u306a\u3089\u3001\u305d\u308c\u306f\u4ed5\u7d44\u307f\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u6d3b\u52d5\u5c65\u6b74\u304c\u5165\u529b\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u904b\u7528\u306e\u554f\u984c\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u51fa\u3057\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| \u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7 | \u505c\u6ede\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u9806\u306b\u3001\u70b9\u6570\u306e\u5185\u8a33\u30fb\u7406\u7531\u306e\u5019\u88dc\u30fb\u6b21\u306e\u4e00\u624b |\n| \u901a\u77e5 | \u672c\u4eba\u3078\u306f\u81ea\u5206\u306e\u6848\u4ef6\u3001\u4e0a\u9577\u3078\u306f\u30c1\u30fc\u30e0\u5168\u4f53 |\n| \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 | \u5224\u65ad\u306e\u7d50\u679c\uff08\u52d5\u304f\uff0f\u4fdd\u7559\uff0f\u5931\u6ce8\uff09\u3092\u30e1\u30e2\u3068\u3057\u3066\u8a18\u9332 |\n\n**\u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u78ba\u5ea6\u3084\u30d5\u30a7\u30fc\u30ba\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u5024\u306f\u55b6\u696d\u304c\u5165\u529b\u3059\u308b\u3082\u306e\u3067\u3001\u4ed5\u7d44\u307f\u304c\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u304c\u8ab0\u306e\u5224\u65ad\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u55b6\u696d\u672c\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002**\n\n\u4e00\u89a7\u306b\u4e26\u3076\u306e\u306f\u300c\u898b\u843d\u3068\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u6848\u4ef6\u300d\u3067\u3042\u3063\u3066\u3001\u300c\u624b\u3092\u6253\u3064\u3079\u304d\u6848\u4ef6\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u9867\u5ba2\u306e\u4e88\u7b97\u6642\u671f\u306e\u90fd\u5408\u3067\u610f\u56f3\u7684\u306b\u7f6e\u3044\u3066\u3044\u308b\u6848\u4ef6\u3082\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u5224\u65ad\u306f\u55b6\u696d\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002\n\n- \u70b9\u6570\u306e\u5185\u8a33\u3092\u4e00\u89a7\u306b\u8868\u793a\u3059\u308b\n- \u300c\u4fdd\u7559\u300d\u3092\u9078\u3076\u3068\u304d\u306b\u7406\u7531\u30921\u3064\u9078\u3070\u305b\u308b\uff08\u4e88\u7b97\u6642\u671f\uff0f\u5148\u65b9\u90fd\u5408\uff0f\u512a\u5148\u5ea6\u304c\u4f4e\u3044\uff0f\u3053\u3061\u3089\u306e\u90fd\u5408\uff09\n- \u4fdd\u7559\u306b\u3057\u305f\u6848\u4ef6\u306f\u3001\u6307\u5b9a\u3057\u305f\u65e5\u307e\u3067\u4e00\u89a7\u306b\u51fa\u3055\u306a\u3044\n- \u6b21\u306e\u4e00\u624b\u306e\u6848\u306f3\u3064\u307e\u3067\u3002\u591a\u3044\u3068\u8aad\u307e\u308c\u306a\u3044\n\n**\u300c\u4fdd\u7559\u300d\u3092\u9078\u3073\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002** \u4fdd\u7559\u304c\u9078\u3079\u306a\u3044\u3068\u3001\u4e00\u89a7\u3092\u7121\u8996\u3059\u308b\u7fd2\u6163\u304c\u3064\u304d\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6d3b\u52d5\u5c65\u6b74\u304c\u5165\u529b\u3055\u308c\u3066\u3044\u306a\u3044 | `insufficient_record` \u3092\u7acb\u3066\u308b\u3002**\u5165\u529b\u4e0d\u8db3\u3092\u505c\u6ede\u3068\u5224\u5b9a\u3057\u306a\u3044** |\n| \u62c5\u5f53\u8005\u304c\u7570\u52d5\u30fb\u9000\u8077\u3057\u305f\u6848\u4ef6 | \u5225\u67a0\u3067\u300c\u5f15\u304d\u7d99\u304e\u78ba\u8a8d\u300d\u3068\u3057\u3066\u51fa\u3059 |\n| \u3082\u3068\u3082\u3068\u52d5\u304d\u306e\u9045\u3044\u5546\u6750 | \u5546\u6750\u3054\u3068\u306e\u57fa\u6e96\u3067\u6b63\u898f\u5316\u3059\u308b |\n| \u9867\u5ba2\u306e\u4e88\u7b97\u6642\u671f\u5f85\u3061\u3067\u610f\u56f3\u7684\u306b\u7f6e\u3044\u3066\u3044\u308b | \u4fdd\u7559\u306e\u7406\u7531\u3068\u3057\u3066\u8a18\u9332\u3057\u3001\u518d\u958b\u4e88\u5b9a\u65e5\u307e\u3067\u51fa\u3055\u306a\u3044 |\n| \u53d6\u5f97\u304c2,000\u4ef6\u3067\u5207\u308c\u308b | \u7d9a\u304d\u306e\u53d6\u5f97\u3092\u5b9f\u88c5\u3059\u308b\u3002\u4ef6\u6570\u3092\u5fc5\u305a\u30ed\u30b0\u306b\u6b8b\u3059 |\n| \u540c\u3058\u9867\u5ba2\u306e\u8907\u6570\u6848\u4ef6\u304c\u4e26\u3076 | \u9867\u5ba2\u5358\u4f4d\u3067\u307e\u3068\u3081\u3066\u8868\u793a\u3059\u308b |\n| \u4e00\u89a7\u306b\u6bce\u9031\u540c\u3058\u6848\u4ef6\u304c\u4e26\u3076 | 3\u56de\u7d9a\u3051\u3066\u4fdd\u7559\u306b\u306a\u3063\u305f\u6848\u4ef6\u306f\u3001\u4e0a\u9577\u306e\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306b\u3059\u308b |\n| \u751f\u6210AI\u304c\u7406\u7531\u3092\u4f5c\u308a\u8fbc\u307f\u3059\u304e\u308b | \u5f15\u7528\u306e\u5fc5\u9808\u5316\u3067\u6291\u3048\u308b\u3002\u5f15\u7528\u306e\u306a\u3044\u5019\u88dc\u306f\u8868\u793a\u3057\u306a\u3044 |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u9031\u3054\u3068\u306e\u505c\u6ede\u30b9\u30b3\u30a2\u3068\u5185\u8a33\n- \u751f\u6210AI\u304c\u51fa\u3057\u305f\u7406\u7531\u306e\u5019\u88dc\u3068\u6b21\u306e\u4e00\u624b\n- \u55b6\u696d\u306e\u5224\u65ad\uff08\u52d5\u304f\uff0f\u4fdd\u7559\uff0f\u5931\u6ce8\uff09\u3068\u7406\u7531\n- \u305d\u306e\u5f8c\u306e\u7d50\u679c\uff08\u53d7\u6ce8\u30fb\u5931\u6ce8\u30fb\u7d99\u7d9a\uff09\n\n**3\u756a\u76ee\u30684\u756a\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u57fa\u6e96\u306e\u7cbe\u5ea6\u304c\u6e2c\u308c\u307e\u3059\u3002** \u300c\u4e0a\u4f4d\u306b\u4e26\u3093\u3060\u6848\u4ef6\u306e\u3046\u3061\u3001\u5b9f\u969b\u306b\u5931\u6ce8\u3057\u305f\u5272\u5408\u300d\u3092\u898b\u308c\u3070\u3001\u70b9\u6570\u306e\u4ed8\u3051\u65b9\u304c\u59a5\u5f53\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u3053\u306e\u691c\u8a3c\u3092\u56db\u534a\u671f\u306b\u4e00\u5ea6\u884c\u3044\u3001\u91cd\u307f\u3092\u898b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup":"1. \u904e\u53bb1\u5e74\u306e\u5931\u6ce8\u6848\u4ef6\u304b\u308920\u4ef6\u3092\u9078\u3076\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5931\u6ce8\u304c\u78ba\u5b9a\u3059\u308b3\u304b\u6708\u524d\u306e\u6642\u70b9\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3059\n3. \u300c\u6700\u7d42\u6d3b\u52d5\u304b\u3089\u306e\u65e5\u6570\u300d\u300c\u6b21\u56de\u4e88\u5b9a\u306e\u6709\u7121\u300d\u300c\u5b8c\u4e86\u4e88\u5b9a\u65e5\u306e\u5ef6\u671f\u56de\u6570\u300d\u3092\u624b\u3067\u96c6\u8a08\u3059\u308b\n4. \u540c\u3058\u6642\u671f\u306b\u53d7\u6ce8\u3057\u305f\u6848\u4ef620\u4ef6\u306b\u3064\u3044\u3066\u3082\u540c\u3058\u96c6\u8a08\u3092\u3059\u308b\n5. 2\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u3067\u6570\u5024\u306b\u5dee\u304c\u51fa\u308b\u304b\u3092\u898b\u308b\n\n**5\u756a\u3067\u5dee\u304c\u51fa\u306a\u3051\u308c\u3070\u3001\u3053\u306e\u69cb\u6210\u306f\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002** \u5dee\u304c\u51fa\u308b\u7279\u5fb4\u304c2\u30643\u3064\u898b\u3064\u304b\u308c\u3070\u3001\u305d\u308c\u304c\u70b9\u6570\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| 40\u4ef6\u306e\u6bd4\u8f03\u7d50\u679c | \u5224\u65ad |\n|:--|:--|\n| \u660e\u78ba\u306a\u5dee\u304c\u3042\u308b\u7279\u5fb4\u304c2\u3064\u4ee5\u4e0a | \u534a\u81ea\u52d5\u5316\u306b\u9032\u3080 |\n| \u5dee\u304c\u5c0f\u3055\u3044 | \u6d3b\u52d5\u5c65\u6b74\u306e\u5165\u529b\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u5165\u529b\u306e\u904b\u7528\u3092\u5148\u306b\u898b\u76f4\u3059 |\n| \u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u304c\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u4f7f\u3044\u65b9\u304b\u3089\u898b\u76f4\u3059 |\n\n\u751f\u6210AI\u306e\u90e8\u5206\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u8a66\u3055\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002**\u5148\u306b\u300c\u505c\u6ede\u3092\u6570\u5b57\u3067\u6349\u3048\u3089\u308c\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**","minimal_setup_short":"\u66f4\u65b0\u65e5\u306e\u53e4\u3044\u6848\u4ef6\u3092\u4e00\u89a7\u3067\u51fa\u3059\uff08\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u6a5f\u80fd\uff09 \uff0f \u4e26\u3079\u66ff\u3048\u306e\u307f","semi_auto_setup":"\u7279\u5fb4\u3092\u8a08\u7b97\u3057\u3066\u505c\u6ede\u30b9\u30b3\u30a2\u3092\u4ed8\u3051\u3001\u55b6\u696d\u3054\u3068\u306e\u4e00\u89a7\u3092\u9031\u6b21\u3067\u914d\u308b \uff0f \u62bd\u51fa\u3068\u512a\u5148\u9806\u4f4d\u4ed8\u3051","full_setup":"\u4e0a\u8a18\uff0b\u3084\u308a\u53d6\u308a\u304b\u3089\u306e\u7406\u7531\u306e\u5019\u88dc\u3068\u6b21\u306e\u4e00\u624b\uff0b\u5224\u65ad\u306e\u8a18\u9332\uff0b\u57fa\u6e96\u306e\u898b\u76f4\u3057 \uff0f \u691c\u8a0e\u6750\u6599\u306e\u4f5c\u6210\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3060\u3051\u3067\u3082\u52b9\u679c\u304c\u51fa\u307e\u3059\u3002** 12\u5206\u304c6\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30684\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u3001\u5c65\u6b74\u3092\u8aad\u307f\u8fd4\u3059\u6642\u9593\u304c\u307b\u307c\u6d88\u3048\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5168\u6848\u4ef6\u304c\u300c\u505c\u6ede\u300d\u3068\u5224\u5b9a\u3055\u308c\u308b | \u5546\u6750\u3054\u3068\u306e\u5e73\u5747\u5546\u8ac7\u671f\u9593\u3067\u6b63\u898f\u5316\u3059\u308b |\n| \u53d6\u5f97\u4ef6\u6570\u304c\u4e0a\u9650\u3067\u5207\u308c\u308b | \u7d9a\u304d\u306e\u53d6\u5f97\u3092\u5b9f\u88c5\u3057\u3001\u4ef6\u6570\u3092\u30ed\u30b0\u306b\u6b8b\u3059 |\n| \u6d3b\u52d5\u5c65\u6b74\u304c\u5c11\u306a\u3044\u55b6\u696d\u306e\u6848\u4ef6\u3070\u304b\u308a\u4e0a\u4f4d\u306b\u6765\u308b | \u5165\u529b\u4e0d\u8db3\u3092\u5225\u306e\u30d5\u30e9\u30b0\u306b\u3059\u308b\u3002\u505c\u6ede\u3068\u6df7\u305c\u306a\u3044 |\n| \u55b6\u696d\u304c\u4e00\u89a7\u3092\u7121\u8996\u3059\u308b | \u70b9\u6570\u306e\u5185\u8a33\u3092\u898b\u305b\u308b\u3002\u4fdd\u7559\u3092\u9078\u3073\u3084\u3059\u304f\u3059\u308b |\n| \u6bce\u9031\u540c\u3058\u6848\u4ef6\u304c\u4e26\u3076 | \u4fdd\u7559\u306e\u671f\u9650\u3092\u8a2d\u3051\u308b\u30023\u56de\u9023\u7d9a\u306f\u4e0a\u9577\u30ec\u30d3\u30e5\u30fc\u3078 |\n| \u751f\u6210AI\u304c\u9867\u5ba2\u306e\u4e8b\u60c5\u3092\u63a8\u6e2c\u3067\u66f8\u304f | \u5f15\u7528\u3092\u5fc5\u9808\u306b\u3059\u308b\u3002\u5f15\u7528\u306e\u306a\u3044\u5019\u88dc\u306f\u51fa\u3055\u306a\u3044 |\n| \u5024\u5f15\u304d\u63d0\u6848\u304c\u4e26\u3076 | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7981\u3058\u308b |\n| \u78ba\u5ea6\u3084\u30d5\u30a7\u30fc\u30ba\u304c\u81ea\u52d5\u3067\u66f8\u304d\u63db\u308f\u308b | \u66f8\u304d\u8fbc\u307f\u306f\u5224\u65ad\u30e1\u30e2\u306e\u307f\u3002\u6570\u5024\u306f\u55b6\u696d\u304c\u5165\u529b\u3059\u308b |\n| \u8a55\u4fa1\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u3068\u53d7\u3051\u53d6\u3089\u308c\u308b | \u76ee\u7684\u3092\u660e\u793a\u3057\u3001\u4e0a\u9577\u3078\u306e\u901a\u77e5\u7bc4\u56f2\u3092\u6c7a\u3081\u3066\u304a\u304f |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5546\u8ac7\u306e\u5185\u5bb9\u3001\u9867\u5ba2\u540d\u3001\u91d1\u984d\u3001\u62c5\u5f53\u8005\u306e\u6d3b\u52d5\u5c65\u6b74\u3001\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u306e\u672c\u6587\u3002**\u9867\u5ba2\u306e\u691c\u8a0e\u72b6\u6cc1\u3068\u3001\u55b6\u696d\u500b\u4eba\u306e\u6d3b\u52d5\u8a18\u9332\u306e\u4e21\u65b9\u3092\u542b\u307f\u307e\u3059\u3002**\n\n1. **\u500b\u4eba\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u505c\u6ede\u30b9\u30b3\u30a2\u306f\u6848\u4ef6\u306e\u72b6\u614b\u3092\u793a\u3059\u3082\u306e\u3067\u3001\u62c5\u5f53\u8005\u306e\u80fd\u529b\u3092\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u6d3b\u52d5\u5c65\u6b74\u306e\u5165\u529b\u304c\u4e01\u5be7\u306a\u55b6\u696d\u307b\u3069\u505c\u6ede\u304c\u898b\u3048\u3084\u3059\u304f\u306a\u308b\u305f\u3081\u3001\u305d\u306e\u307e\u307e\u8a55\u4fa1\u306b\u4f7f\u3046\u3068\u5165\u529b\u3057\u306a\u3044\u307b\u3046\u304c\u6709\u5229\u306b\u306a\u308a\u307e\u3059\u3002** \u76ee\u7684\u3092\u5c0e\u5165\u6642\u306b\u660e\u793a\u3057\u3001\u8a55\u4fa1\u3068\u306f\u5207\u308a\u96e2\u3057\u3066\u304f\u3060\u3055\u3044\n2. **\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u306e\u672c\u6587** \u2026 \u30e1\u30fc\u30eb\u306e\u672c\u6587\u306b\u306f\u3001\u9867\u5ba2\u306e\u793e\u5185\u4e8b\u60c5\u3084\u500b\u4eba\u540d\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u751f\u6210AI\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u505c\u6ede\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u6848\u4ef6\u306e\u76f4\u8fd1\u6570\u56de\u306b\u7d5e\u3063\u3066\u304f\u3060\u3055\u3044\n3. **\u9867\u5ba2\u540d\u306e\u6271\u3044** \u2026 \u5224\u65ad\u306b\u793e\u540d\u304c\u5fc5\u8981\u3067\u306a\u3051\u308c\u3070\u3001\u6848\u4ef6ID\u306b\u7f6e\u304d\u63db\u3048\u3066\u6e21\u3059\u65b9\u6cd5\u3082\u53d6\u308c\u307e\u3059\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u8a2d\u5b9a\u307e\u305f\u306f\u5951\u7d04\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n5. **\u30a2\u30af\u30bb\u30b9\u6a29\u9650** \u2026 \u4e00\u89a7\u306e\u95b2\u89a7\u3092\u3001\u672c\u4eba\u30fb\u4e0a\u9577\u30fb\u55b6\u696d\u4f01\u753b\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002**\u4ed6\u306e\u55b6\u696d\u306e\u6848\u4ef6\u306e\u505c\u6ede\u30b9\u30b3\u30a2\u304c\u898b\u3048\u308b\u8a2d\u8a08\u306b\u3059\u308b\u304b\u306f\u3001\u793e\u5185\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n6. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Salesforce \u306e REST API \u3067\u3001`\/services\/data\/vXX.X\/query\/?q=` \u306bSOQL\u3092\u6e21\u3057\u3066\u691c\u7d22\u3067\u304d\u3001\u540c\u671f\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u4e00\u5ea6\u306b\u8fd4\u308b\u306e\u306f\u6700\u59272,000\u4ef6\u3067\u3042\u308b\u3053\u3068\u3002\u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068 `done` \u304c false \u306b\u306a\u308a\u3001\u7d9a\u304d\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u304c\u8fd4\u308b\u3053\u3068\u3002\u30af\u30a8\u30ea\u5185\u306e\u7a7a\u767d\u306f `+` \u306b\u7f6e\u304d\u63db\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u4e0d\u6b63\u306a\u30af\u30a8\u30ea\u306b\u306f `MALFORMED_QUERY` \u304c\u8fd4\u308b\u3053\u3068 | [Salesforce Developers: Query\uff08REST API Developer Guide\uff09](https:\/\/developer.salesforce.com\/docs\/atlas.en-us.api_rest.meta\/api_rest\/resources_query.htm) | 2026-09-15 |\n| SOQL \u304c\u3001\u6307\u5b9a\u3057\u305f\u6761\u4ef6\u3067\u30ec\u30b3\u30fc\u30c9\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u30af\u30a8\u30ea\u8a00\u8a9e\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Salesforce Developers: Salesforce Object Query Language (SOQL)](https:\/\/developer.salesforce.com\/docs\/atlas.en-us.soql_sosl.meta\/soql_sosl\/sforce_api_calls_soql.htm) | 2026-09-15 |\n\n\u55b6\u696d\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u3001\u53d6\u5f97\u3067\u304d\u308b\u9805\u76ee\u3068\u4e0a\u9650\u306f\u7570\u306a\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** 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