{
  "date": "2026-08-20",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-08-20",
        "cost": 31.1621,
        "acp_interactions": 62,
        "workspace_count": 25,
        "active_users": 17
      }
    ],
    "team_cost_bar": [
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 11.5755,
        "acp_interactions": 8,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 5.0712,
        "acp_interactions": 12,
        "workspace_count": 7,
        "active_users": 5
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 3.5677,
        "acp_interactions": 18,
        "workspace_count": 5,
        "active_users": 3
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 2.8768,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 2.48,
        "acp_interactions": 5,
        "workspace_count": 3,
        "active_users": 1
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "cost": 1.757,
        "acp_interactions": 3,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 0.9981,
        "acp_interactions": 6,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 0.9582,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "cost": 0.8824,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "cost": 0.6362,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "cost": 0.359,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 8.0,
        "y": 1.4469,
        "size": 1,
        "cost": 11.5755
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 1.7143,
        "y": 0.4226,
        "size": 7,
        "cost": 5.0712
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 3.6,
        "y": 0.1982,
        "size": 5,
        "cost": 3.5677
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 3.0,
        "y": 0.9589,
        "size": 1,
        "cost": 2.8768
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 1.6667,
        "y": 0.496,
        "size": 3,
        "cost": 2.48
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "x": 1.5,
        "y": 0.5857,
        "size": 2,
        "cost": 1.757
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 3.0,
        "y": 0.1664,
        "size": 2,
        "cost": 0.9981
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 2.0,
        "y": 0.4791,
        "size": 1,
        "cost": 0.9582
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "x": 2.0,
        "y": 0.4412,
        "size": 1,
        "cost": 0.8824
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "x": 2.0,
        "y": 0.3181,
        "size": 1,
        "cost": 0.6362
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "x": 1.0,
        "y": 0.359,
        "size": 1,
        "cost": 0.359
      }
    ],
    "message_category_stack": [
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "流程控制/确认",
        "count": 5
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 10
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 7
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 5
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 6
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 3
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Technical Account Management",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "诊断启动",
        "count": 3
      },
      {
        "team": "Data Integration",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "TiDB X Core Product",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "TiDB Scalability Service",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "TiDB Scalability Service",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "APAC Presales",
        "category": "Ad hoc 查询",
        "count": 1
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "brian.w@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 2.8768,
        "mode": "低频低轮次"
      },
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 8.0,
        "cost": 11.5755,
        "mode": "低频高轮次"
      },
      {
        "user_email": "chensiyu@pingcap.com",
        "x": 3,
        "y": 1.6667,
        "cost": 2.48,
        "mode": "高频低轮次"
      },
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.3621,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.9582,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jiangjianyuan@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 1.757,
        "mode": "高频低轮次"
      },
      {
        "user_email": "lanyuan@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.359,
        "mode": "低频低轮次"
      },
      {
        "user_email": "liangyutong@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.6362,
        "mode": "低频低轮次"
      },
      {
        "user_email": "looperth.wong@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1113,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qiaodan@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.8824,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qiaoxinke@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1537,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 2,
        "y": 3.0,
        "cost": 0.9981,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 1,
        "y": 5.0,
        "cost": 0.2836,
        "mode": "低频高轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 3,
        "y": 4.0,
        "cost": 3.1304,
        "mode": "高频高轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.496,
        "mode": "低频低轮次"
      },
      {
        "user_email": "weizhin.lim@pingcap.com",
        "x": 3,
        "y": 2.6667,
        "cost": 3.9231,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1787,
        "mode": "低频低轮次"
      }
    ]
  }
}