{
  "date": "2026-08-28",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-08-28",
        "cost": 180.3528,
        "acp_interactions": 67,
        "workspace_count": 18,
        "active_users": 15
      }
    ],
    "team_cost_bar": [
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 159.8752,
        "acp_interactions": 10,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "cost": 9.0365,
        "acp_interactions": 17,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 3.5856,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 1.5252,
        "acp_interactions": 8,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 1.3339,
        "acp_interactions": 14,
        "workspace_count": 4,
        "active_users": 3
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "cost": 1.0452,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 1.0354,
        "acp_interactions": 2,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "cost": 0.8872,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "cost": 0.6318,
        "acp_interactions": 2,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 0.5457,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "cost": 0.4882,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 0.2272,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "cost": 0.1357,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 5.0,
        "y": 15.9875,
        "size": 2,
        "cost": 159.8752
      },
      {
        "team": "APAC Presales",
        "team_path": "APAC Business Group / APAC Presales",
        "x": 17.0,
        "y": 0.5316,
        "size": 1,
        "cost": 9.0365
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 2.0,
        "y": 1.7928,
        "size": 1,
        "cost": 3.5856
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 8.0,
        "y": 0.1907,
        "size": 1,
        "cost": 1.5252
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 3.5,
        "y": 0.0953,
        "size": 4,
        "cost": 1.3339
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "x": 2.0,
        "y": 0.5226,
        "size": 1,
        "cost": 1.0452
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 1.0,
        "y": 0.5177,
        "size": 2,
        "cost": 1.0354
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "x": 1.0,
        "y": 0.8872,
        "size": 1,
        "cost": 0.8872
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "x": 1.0,
        "y": 0.3159,
        "size": 2,
        "cost": 0.6318
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 2.0,
        "y": 0.2729,
        "size": 1,
        "cost": 0.5457
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 3.0,
        "y": 0.1627,
        "size": 1,
        "cost": 0.4882
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 3.0,
        "y": 0.0757,
        "size": 1,
        "cost": 0.2272
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "x": 1.0,
        "y": 0.1357,
        "size": 1,
        "cost": 0.1357
      }
    ],
    "message_category_stack": [
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "KV Service",
        "category": "流程控制/确认",
        "count": 4
      },
      {
        "team": "KV Service",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "KV Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "APAC Presales",
        "category": "Ad hoc 查询",
        "count": 14
      },
      {
        "team": "APAC Presales",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "APAC Presales",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "APAC Presales",
        "category": "背景补充",
        "count": 4
      },
      {
        "team": "APAC Presales",
        "category": "诊断启动",
        "count": 8
      },
      {
        "team": "APAC Presales",
        "category": "诊断纠偏",
        "count": 4
      },
      {
        "team": "Technical Account Management",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 5
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "TiDB Scalability Service",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "TiDB X Core Product",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Data Integration",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "背景补充",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "Ad hoc 查询",
        "count": 1
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "brian.w@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 3.5856,
        "mode": "低频低轮次"
      },
      {
        "user_email": "charles.m@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.5457,
        "mode": "低频低轮次"
      },
      {
        "user_email": "eddie.jiang@pingcap.com",
        "x": 1,
        "y": 17.0,
        "cost": 9.0365,
        "mode": "低频高轮次"
      },
      {
        "user_email": "jianghongmei@pingcap.com",
        "x": 2,
        "y": 1.0,
        "cost": 1.0354,
        "mode": "高频低轮次"
      },
      {
        "user_email": "jiangjianyuan@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.6318,
        "mode": "低频低轮次"
      },
      {
        "user_email": "looperth.wong@pingcap.com",
        "x": 1,
        "y": 6.0,
        "cost": 0.6622,
        "mode": "低频高轮次"
      },
      {
        "user_email": "qiaodan@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.8872,
        "mode": "低频低轮次"
      },
      {
        "user_email": "ruihao.chen@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1357,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.2272,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 2,
        "y": 5.0,
        "cost": 159.8752,
        "mode": "高频高轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 1,
        "y": 8.0,
        "cost": 1.5252,
        "mode": "低频高轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0739,
        "mode": "低频低轮次"
      },
      {
        "user_email": "wenxuan.zhang@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.0452,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 2,
        "y": 3.5,
        "cost": 0.5978,
        "mode": "高频低轮次"
      },
      {
        "user_email": "zhangyuanjia@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.4882,
        "mode": "低频低轮次"
      }
    ]
  }
}
