{
  "date": "2026-07-07",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-07-07",
        "cost": 66.9437,
        "acp_interactions": 79,
        "workspace_count": 56,
        "active_users": 35
      }
    ],
    "team_cost_bar": [
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 12.8211,
        "acp_interactions": 7,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 12.7048,
        "acp_interactions": 8,
        "workspace_count": 8,
        "active_users": 5
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "cost": 11.1809,
        "acp_interactions": 12,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 10.8796,
        "acp_interactions": 18,
        "workspace_count": 7,
        "active_users": 5
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 5.7788,
        "acp_interactions": 9,
        "workspace_count": 7,
        "active_users": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 2.5236,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "cost": 2.3605,
        "acp_interactions": 1,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "cost": 2.079,
        "acp_interactions": 4,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 1.4313,
        "acp_interactions": 1,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "cost": 0.968,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "cost": 0.8673,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Starter",
        "team_path": "Engineering Group / Service Orchestration Engineering / Starter",
        "cost": 0.8517,
        "acp_interactions": 5,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 0.6257,
        "acp_interactions": 3,
        "workspace_count": 3,
        "active_users": 3
      },
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "cost": 0.5193,
        "acp_interactions": 3,
        "workspace_count": 6,
        "active_users": 1
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "cost": 0.3863,
        "acp_interactions": 1,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "Global Control",
        "team_path": "Engineering Group / Service Orchestration Engineering / Global Control",
        "cost": 0.3556,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 0.2189,
        "acp_interactions": 0,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "Core Components",
        "team_path": "Product / Core Components",
        "cost": 0.1414,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Enterprise Customer Engineering",
        "team_path": "Engineering Group / Enterprise Customer Engineering",
        "cost": 0.0789,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Quality Assurance Service",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality / Quality Assurance Service",
        "cost": 0.0608,
        "acp_interactions": 1,
        "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": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 3.5,
        "y": 1.8316,
        "size": 2,
        "cost": 12.8211
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 1.0,
        "y": 1.5881,
        "size": 8,
        "cost": 12.7048
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "x": 3.0,
        "y": 0.9317,
        "size": 4,
        "cost": 11.1809
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 2.5714,
        "y": 0.6044,
        "size": 7,
        "cost": 10.8796
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 1.2857,
        "y": 0.6421,
        "size": 7,
        "cost": 5.7788
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 3.0,
        "y": 0.8412,
        "size": 1,
        "cost": 2.5236
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "x": 0.5,
        "y": 2.3605,
        "size": 2,
        "cost": 2.3605
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "x": 4.0,
        "y": 0.5198,
        "size": 1,
        "cost": 2.079
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 0.5,
        "y": 1.4313,
        "size": 2,
        "cost": 1.4313
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.968
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "x": 1.0,
        "y": 0.8673,
        "size": 1,
        "cost": 0.8673
      },
      {
        "team": "Starter",
        "team_path": "Engineering Group / Service Orchestration Engineering / Starter",
        "x": 1.25,
        "y": 0.1703,
        "size": 4,
        "cost": 0.8517
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 1.0,
        "y": 0.2086,
        "size": 3,
        "cost": 0.6257
      },
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "x": 0.5,
        "y": 0.1731,
        "size": 6,
        "cost": 0.5193
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "x": 0.5,
        "y": 0.3863,
        "size": 2,
        "cost": 0.3863
      },
      {
        "team": "Global Control",
        "team_path": "Engineering Group / Service Orchestration Engineering / Global Control",
        "x": 1.0,
        "y": 0.3556,
        "size": 1,
        "cost": 0.3556
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 0.0,
        "y": null,
        "size": 2,
        "cost": 0.2189
      },
      {
        "team": "Core Components",
        "team_path": "Product / Core Components",
        "x": 1.0,
        "y": 0.1414,
        "size": 1,
        "cost": 0.1414
      },
      {
        "team": "Enterprise Customer Engineering",
        "team_path": "Engineering Group / Enterprise Customer Engineering",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.0789
      },
      {
        "team": "Quality Assurance Service",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality / Quality Assurance Service",
        "x": 1.0,
        "y": 0.0608,
        "size": 1,
        "cost": 0.0608
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.0
      }
    ],
    "message_category_stack": [
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 19
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 5
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 9
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "Ad hoc 查询",
        "count": 16
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "背景补充",
        "count": 4
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "解释追问",
        "count": 8
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 27
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 27
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 13
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 6
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 18
      },
      {
        "team": "Efficiency & Quality",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "背景补充",
        "count": 8
      },
      {
        "team": "Efficiency & Quality",
        "category": "解释追问",
        "count": 7
      },
      {
        "team": "Efficiency & Quality",
        "category": "诊断启动",
        "count": 10
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "Ad hoc 查询",
        "count": 8
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "产出物迭代",
        "count": 8
      },
      {
        "team": "Professional Services",
        "category": "Ad hoc 查询",
        "count": 5
      },
      {
        "team": "Professional Services",
        "category": "流程控制/确认",
        "count": 3
      },
      {
        "team": "Professional Services",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Professional Services",
        "category": "解释追问",
        "count": 4
      },
      {
        "team": "Professional Services",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "TiDB X Core Product",
        "category": "Ad hoc 查询",
        "count": 8
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "PreSales",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "PreSales",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Essential & Premium",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "Starter",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Engineering Mission Pods",
        "category": "产出物迭代",
        "count": 5
      },
      {
        "team": "TiDB Scalability Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "TiDB Scalability Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Global Control",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Technical Account Management",
        "category": "方法论/能力咨询",
        "count": 1
      },
      {
        "team": "Core Components",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Enterprise Customer Engineering",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Quality Assurance Service",
        "category": "流程控制/确认",
        "count": 1
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "brian.w@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.1443,
        "mode": "低频低轮次"
      },
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.3337,
        "mode": "低频低轮次"
      },
      {
        "user_email": "chunlu.zhang@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 2.6694,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cong.cao@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.0746,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cwen@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.3556,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 3.4706,
        "mode": "低频低轮次"
      },
      {
        "user_email": "dihong.wang@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1238,
        "mode": "低频低轮次"
      },
      {
        "user_email": "hao.chen@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1414,
        "mode": "低频低轮次"
      },
      {
        "user_email": "huhaifeng@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 1.5824,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jianghongmei@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.0976,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jianghuaxi@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.8673,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jingyi.yao@pingcap.com",
        "x": 3,
        "y": 1.6667,
        "cost": 0.8517,
        "mode": "高频低轮次"
      },
      {
        "user_email": "kaixing.yang@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.7781,
        "mode": "低频低轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.4403,
        "mode": "低频低轮次"
      },
      {
        "user_email": "looperth.wong@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 3.0371,
        "mode": "低频低轮次"
      },
      {
        "user_email": "nizheming@pingcap.com",
        "x": 6,
        "y": 0.5,
        "cost": 0.5193,
        "mode": "高频低轮次"
      },
      {
        "user_email": "qiaodan@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 2.079,
        "mode": "低频高轮次"
      },
      {
        "user_email": "qiaoxinke@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.7049,
        "mode": "低频低轮次"
      },
      {
        "user_email": "ruihao.chen@pingcap.com",
        "x": 4,
        "y": 3.0,
        "cost": 11.1809,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 7,
        "y": 1.2857,
        "cost": 5.7788,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 9.3505,
        "mode": "低频高轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.4124,
        "mode": "低频低轮次"
      },
      {
        "user_email": "sihao.yu@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 2.5236,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 1,
        "y": 9.0,
        "cost": 2.3749,
        "mode": "低频高轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 0.4542,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 2,
        "y": 0.0,
        "cost": 6.0939,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wenxuan.zhang@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.2959,
        "mode": "低频低轮次"
      },
      {
        "user_email": "xianjing.wang@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0608,
        "mode": "低频低轮次"
      },
      {
        "user_email": "xuchengxuan@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.0904,
        "mode": "低频低轮次"
      },
      {
        "user_email": "xuhuaiyu@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0616,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yan.zhou@pingcap.com",
        "x": 3,
        "y": 2.0,
        "cost": 5.8579,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yangkexin.liang@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.0789,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 2,
        "y": 0.5,
        "cost": 0.4502,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yoshiaki.yamasaki@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.968,
        "mode": "低频低轮次"
      },
      {
        "user_email": "zhigang.du@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.5295,
        "mode": "低频低轮次"
      }
    ]
  }
}