{
  "date": "2026-07-21",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-07-21",
        "cost": 57.8979,
        "acp_interactions": 144,
        "workspace_count": 176,
        "active_users": 22
      }
    ],
    "team_cost_bar": [
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "cost": 29.6246,
        "acp_interactions": 85,
        "workspace_count": 147,
        "active_users": 1
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "cost": 5.2238,
        "acp_interactions": 5,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 4.5426,
        "acp_interactions": 18,
        "workspace_count": 10,
        "active_users": 6
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 4.3209,
        "acp_interactions": 5,
        "workspace_count": 4,
        "active_users": 3
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "cost": 3.914,
        "acp_interactions": 4,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 2.1431,
        "acp_interactions": 10,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "cost": 1.9381,
        "acp_interactions": 7,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "cost": 1.8575,
        "acp_interactions": 4,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 1.3472,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 1.2453,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 0.7287,
        "acp_interactions": 3,
        "workspace_count": 3,
        "active_users": 1
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "cost": 0.6421,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "cost": 0.3234,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "cost": 0.0,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 0
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "x": 0.5782,
        "y": 0.3485,
        "size": 147,
        "cost": 29.6246
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "x": 5.0,
        "y": 1.0448,
        "size": 1,
        "cost": 5.2238
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 1.8,
        "y": 0.2524,
        "size": 10,
        "cost": 4.5426
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 1.25,
        "y": 0.8642,
        "size": 4,
        "cost": 4.3209
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 4.0,
        "y": 0.9785,
        "size": 1,
        "cost": 3.914
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 3.3333,
        "y": 0.2143,
        "size": 3,
        "cost": 2.1431
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "x": 3.5,
        "y": 0.2769,
        "size": 2,
        "cost": 1.9381
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "x": 4.0,
        "y": 0.4644,
        "size": 1,
        "cost": 1.8575
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 1.3472
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 1.2453
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 1.0,
        "y": 0.2429,
        "size": 3,
        "cost": 0.7287
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "x": 1.0,
        "y": 0.6421,
        "size": 1,
        "cost": 0.6421
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "x": 2.0,
        "y": 0.1617,
        "size": 1,
        "cost": 0.3234
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.0
      }
    ],
    "message_category_stack": [
      {
        "team": "Engineering Mission Pods",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Engineering Mission Pods",
        "category": "产出物迭代",
        "count": 75
      },
      {
        "team": "Engineering Mission Pods",
        "category": "未归类",
        "count": 18
      },
      {
        "team": "Engineering Mission Pods",
        "category": "诊断启动",
        "count": 96
      },
      {
        "team": "Professional Services",
        "category": "Ad hoc 查询",
        "count": 10
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 6
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 6
      },
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 17
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 10
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "未归类",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 8
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "PreSales",
        "category": "Ad hoc 查询",
        "count": 10
      },
      {
        "team": "PreSales",
        "category": "未归类",
        "count": 6
      },
      {
        "team": "PreSales",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "PreSales",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "TiDB X Core Product",
        "category": "Ad hoc 查询",
        "count": 9
      },
      {
        "team": "TiDB X Core Product",
        "category": "未归类",
        "count": 3
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Technical Account Management",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "Essential & Premium",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "Solution Architects",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Solution Architects",
        "category": "未归类",
        "count": 2
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 0.6175,
        "mode": "高频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 2.8026,
        "mode": "低频低轮次"
      },
      {
        "user_email": "huyule@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.3234,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jianghuaxi@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.6421,
        "mode": "低频低轮次"
      },
      {
        "user_email": "kentaro.kitagawa@pingcap.com",
        "x": 1,
        "y": 7.0,
        "cost": 1.5084,
        "mode": "低频高轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.3472,
        "mode": "低频低轮次"
      },
      {
        "user_email": "looperth.wong@pingcap.com",
        "x": 2,
        "y": 2.0,
        "cost": 1.407,
        "mode": "高频低轮次"
      },
      {
        "user_email": "masaki.hayashi@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.4297,
        "mode": "低频低轮次"
      },
      {
        "user_email": "nizheming@pingcap.com",
        "x": 147,
        "y": 0.5782,
        "cost": 29.6246,
        "mode": "高频低轮次"
      },
      {
        "user_email": "peiliang.liu@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.2453,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qiaodan@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 1.8575,
        "mode": "低频高轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 3,
        "y": 1.0,
        "cost": 0.7287,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.2103,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 2,
        "y": 5.0,
        "cost": 1.4914,
        "mode": "高频高轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 1,
        "y": 5.0,
        "cost": 0.219,
        "mode": "低频高轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 2,
        "y": 0.0,
        "cost": 0.7913,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 2,
        "y": 2.0,
        "cost": 0.8777,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yuping@pingcap.com",
        "x": 2,
        "y": 1.0,
        "cost": 1.308,
        "mode": "高频低轮次"
      },
      {
        "user_email": "zhangxian.xu@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 3.914,
        "mode": "低频高轮次"
      },
      {
        "user_email": "zhi.xie@pingcap.com",
        "x": 1,
        "y": 5.0,
        "cost": 5.2238,
        "mode": "低频高轮次"
      },
      {
        "user_email": "zhigang.du@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.6517,
        "mode": "低频低轮次"
      },
      {
        "user_email": "zhipeng.su@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.6301,
        "mode": "低频低轮次"
      }
    ]
  }
}
