{
  "date": "2026-08-17",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-08-17",
        "cost": 36.9695,
        "acp_interactions": 170,
        "workspace_count": 33,
        "active_users": 20
      }
    ],
    "team_cost_bar": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 18.9221,
        "acp_interactions": 104,
        "workspace_count": 9,
        "active_users": 4
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 8.6117,
        "acp_interactions": 38,
        "workspace_count": 12,
        "active_users": 7
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 3.3565,
        "acp_interactions": 6,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 2.1949,
        "acp_interactions": 9,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "cost": 1.6862,
        "acp_interactions": 3,
        "workspace_count": 3,
        "active_users": 1
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "cost": 1.2424,
        "acp_interactions": 5,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 0.4958,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "cost": 0.371,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "cost": 0.0888,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 11.5556,
        "y": 0.1819,
        "size": 9,
        "cost": 18.9221
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 3.1667,
        "y": 0.2266,
        "size": 12,
        "cost": 8.6117
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 2.0,
        "y": 0.5594,
        "size": 3,
        "cost": 3.3565
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 4.5,
        "y": 0.2439,
        "size": 2,
        "cost": 2.1949
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "x": 1.0,
        "y": 0.5621,
        "size": 3,
        "cost": 1.6862
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "x": 2.5,
        "y": 0.2485,
        "size": 2,
        "cost": 1.2424
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 1.0,
        "y": 0.4958,
        "size": 1,
        "cost": 0.4958
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "x": 3.0,
        "y": 0.1237,
        "size": 1,
        "cost": 0.371
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "x": 1.0,
        "y": 0.0888,
        "size": 1,
        "cost": 0.0888
      }
    ],
    "message_category_stack": [
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 67
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 31
      },
      {
        "team": "Technical Service",
        "category": "方法论/能力咨询",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "未归类",
        "count": 10
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 14
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 21
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 9
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 11
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "未归类",
        "count": 5
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 9
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 6
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 5
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "Technical Account Management",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "流程控制/确认",
        "count": 4
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Data Integration",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "PreSales",
        "category": "Ad hoc 查询",
        "count": 5
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Solution Architects",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Solution Architects",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "APAC Presales",
        "category": "诊断启动",
        "count": 2
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "brian.w@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 2.2145,
        "mode": "低频高轮次"
      },
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 2,
        "y": 2.5,
        "cost": 0.6534,
        "mode": "高频低轮次"
      },
      {
        "user_email": "d.niu@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.2984,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.4958,
        "mode": "低频低轮次"
      },
      {
        "user_email": "huyule@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.371,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jianghongmei@pingcap.com",
        "x": 1,
        "y": 7.0,
        "cost": 1.4193,
        "mode": "低频高轮次"
      },
      {
        "user_email": "jiangjianyuan@pingcap.com",
        "x": 3,
        "y": 1.0,
        "cost": 1.6862,
        "mode": "高频低轮次"
      },
      {
        "user_email": "kentaro.kitagawa@pingcap.com",
        "x": 2,
        "y": 2.5,
        "cost": 1.2424,
        "mode": "高频低轮次"
      },
      {
        "user_email": "lanyuan@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0888,
        "mode": "低频低轮次"
      },
      {
        "user_email": "looperth.wong@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0738,
        "mode": "低频低轮次"
      },
      {
        "user_email": "peiliang.liu@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.142,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 2,
        "y": 11.5,
        "cost": 3.8341,
        "mode": "高频高轮次"
      },
      {
        "user_email": "stanley.huang@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.7756,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 5,
        "y": 14.4,
        "cost": 10.6075,
        "mode": "高频高轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 2,
        "y": 4.0,
        "cost": 3.347,
        "mode": "高频高轮次"
      },
      {
        "user_email": "weizhin.lim@pingcap.com",
        "x": 4,
        "y": 3.5,
        "cost": 2.3017,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.1166,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yan.zhou@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.5963,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 1,
        "y": 6.0,
        "cost": 0.8208,
        "mode": "低频高轮次"
      },
      {
        "user_email": "zefeng.nie@pingcap.com",
        "x": 1,
        "y": 7.0,
        "cost": 3.8842,
        "mode": "低频高轮次"
      }
    ]
  }
}
