{
  "date": "2026-06-25",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-06-25",
        "cost": 27.4444,
        "acp_interactions": 50,
        "workspace_count": 30,
        "active_users": 18
      }
    ],
    "team_cost_bar": [
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "cost": 9.5847,
        "acp_interactions": 4,
        "workspace_count": 7,
        "active_users": 2
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 6.1946,
        "acp_interactions": 12,
        "workspace_count": 5,
        "active_users": 3
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 2.6891,
        "acp_interactions": 19,
        "workspace_count": 5,
        "active_users": 4
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "cost": 2.2379,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 1.1342,
        "acp_interactions": 5,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "cost": 1.0911,
        "acp_interactions": 4,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "cost": 0.9943,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 0.8804,
        "acp_interactions": 2,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 0.8612,
        "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": 0.844,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "cost": 0.6246,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Enterprise & Partner Product",
        "team_path": "Product / Enterprise & Partner Product",
        "cost": 0.3081,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "x": 0.5714,
        "y": 2.3962,
        "size": 7,
        "cost": 9.5847
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 2.4,
        "y": 0.5162,
        "size": 5,
        "cost": 6.1946
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 3.8,
        "y": 0.1415,
        "size": 5,
        "cost": 2.6891
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 2.2379
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 2.5,
        "y": 0.2268,
        "size": 2,
        "cost": 1.1342
      },
      {
        "team": "Essential & Premium",
        "team_path": "Engineering Group / Service Orchestration Engineering / Essential & Premium",
        "x": 1.0,
        "y": 0.2728,
        "size": 4,
        "cost": 1.0911
      },
      {
        "team": "Professional Services",
        "team_path": "APAC Business Group / Customer Success & Alliances / Professional Services",
        "x": 1.0,
        "y": 0.9943,
        "size": 1,
        "cost": 0.9943
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 1.0,
        "y": 0.4402,
        "size": 2,
        "cost": 0.8804
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 1.0,
        "y": 0.8612,
        "size": 1,
        "cost": 0.8612
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.844
      },
      {
        "team": "TiDB X Core Product",
        "team_path": "Product / TiDB X Core Product",
        "x": 1.0,
        "y": 0.6246,
        "size": 1,
        "cost": 0.6246
      },
      {
        "team": "Enterprise & Partner Product",
        "team_path": "Product / Enterprise & Partner Product",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.3081
      }
    ],
    "message_category_stack": [
      {
        "team": "TiDB Scalability Service",
        "category": "Ad hoc 查询",
        "count": 19
      },
      {
        "team": "TiDB Scalability Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "TiDB Scalability Service",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "TiDB Scalability Service",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "TiDB Scalability Service",
        "category": "解释追问",
        "count": 5
      },
      {
        "team": "TiDB Scalability Service",
        "category": "诊断启动",
        "count": 7
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 15
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 6
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 6
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 7
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 3
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "背景补充",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "KV Service",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "KV Service",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "KV Service",
        "category": "解释追问",
        "count": 3
      },
      {
        "team": "Essential & Premium",
        "category": "Ad hoc 查询",
        "count": 6
      },
      {
        "team": "Essential & Premium",
        "category": "产出物迭代",
        "count": 4
      },
      {
        "team": "Essential & Premium",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Essential & Premium",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "Professional Services",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "诊断启动",
        "count": 6
      },
      {
        "team": "TiDB X Core Product",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Enterprise & Partner Product",
        "category": "Ad hoc 查询",
        "count": 2
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.1579,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cong.cao@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.844,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cuiyiding@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 2.2379,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 2,
        "y": 2.5,
        "cost": 1.1342,
        "mode": "高频低轮次"
      },
      {
        "user_email": "jianghuaxi@pingcap.com",
        "x": 4,
        "y": 1.0,
        "cost": 1.0911,
        "mode": "高频低轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.8612,
        "mode": "低频低轮次"
      },
      {
        "user_email": "nicole.li@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.3081,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qiaodan@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.6246,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qiaoxinke@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 0.4347,
        "mode": "低频高轮次"
      },
      {
        "user_email": "qizheng@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.8804,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 3,
        "y": 2.6667,
        "cost": 5.469,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 0.9045,
        "mode": "高频低轮次"
      },
      {
        "user_email": "weizhin.lim@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1311,
        "mode": "低频低轮次"
      },
      {
        "user_email": "wenxuan.zhang@pingcap.com",
        "x": 5,
        "y": 0.8,
        "cost": 7.8299,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yahonda@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 0.2909,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 1,
        "y": 15.0,
        "cost": 1.4956,
        "mode": "低频高轮次"
      },
      {
        "user_email": "yuhao.zhang@pingcap.com",
        "x": 2,
        "y": 0.0,
        "cost": 1.7548,
        "mode": "高频低轮次"
      },
      {
        "user_email": "zhi.xie@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.9943,
        "mode": "低频低轮次"
      }
    ]
  }
}
