{
  "date": "2026-07-27",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-07-27",
        "cost": 27.3376,
        "acp_interactions": 77,
        "workspace_count": 25,
        "active_users": 15
      }
    ],
    "team_cost_bar": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 9.0523,
        "acp_interactions": 30,
        "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": 4.8989,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 2.8152,
        "acp_interactions": 20,
        "workspace_count": 6,
        "active_users": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 2.7601,
        "acp_interactions": 5,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 1.8388,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Starter",
        "team_path": "Engineering Group / Service Orchestration Engineering / Starter",
        "cost": 1.7487,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 1.1444,
        "acp_interactions": 7,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "cost": 1.0253,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "cost": 0.8901,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "cost": 0.7935,
        "acp_interactions": 3,
        "workspace_count": 3,
        "active_users": 1
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 0.2993,
        "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": 0.0712,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 7.5,
        "y": 0.3017,
        "size": 4,
        "cost": 9.0523
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 3.0,
        "y": 1.633,
        "size": 1,
        "cost": 4.8989
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 3.3333,
        "y": 0.1408,
        "size": 6,
        "cost": 2.8152
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 5.0,
        "y": 0.552,
        "size": 1,
        "cost": 2.7601
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 1.0,
        "y": 1.8388,
        "size": 1,
        "cost": 1.8388
      },
      {
        "team": "Starter",
        "team_path": "Engineering Group / Service Orchestration Engineering / Starter",
        "x": 2.0,
        "y": 0.8744,
        "size": 1,
        "cost": 1.7487
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 1.75,
        "y": 0.1635,
        "size": 4,
        "cost": 1.1444
      },
      {
        "team": "PreSales",
        "team_path": "Japan Business Group / PreSales",
        "x": 2.0,
        "y": 0.5127,
        "size": 1,
        "cost": 1.0253
      },
      {
        "team": "Solution Architects",
        "team_path": "Central Enabling Group / Solution Architects",
        "x": 2.0,
        "y": 0.4451,
        "size": 1,
        "cost": 0.8901
      },
      {
        "team": "Engineering Mission Pods",
        "team_path": "Engineering Group / Engineering Mission Pods",
        "x": 1.0,
        "y": 0.2645,
        "size": 3,
        "cost": 0.7935
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 1.0,
        "y": 0.2993,
        "size": 1,
        "cost": 0.2993
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 1.0,
        "y": 0.0712,
        "size": 1,
        "cost": 0.0712
      }
    ],
    "message_category_stack": [
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 18
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 17
      },
      {
        "team": "Technical Service",
        "category": "未归类",
        "count": 4
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 7
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "未归类",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 6
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 3
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "流程控制/确认",
        "count": 3
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Starter",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "PreSales",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "PreSales",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Solution Architects",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Solution Architects",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Engineering Mission Pods",
        "category": "诊断启动",
        "count": 6
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "背景补充",
        "count": 1
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 5.0,
        "cost": 2.7601,
        "mode": "低频高轮次"
      },
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 0.3793,
        "mode": "高频低轮次"
      },
      {
        "user_email": "cong.cao@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.0712,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.2993,
        "mode": "低频低轮次"
      },
      {
        "user_email": "huyule@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.8901,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jingyi.yao@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.7487,
        "mode": "低频低轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 1.8388,
        "mode": "低频低轮次"
      },
      {
        "user_email": "nizheming@pingcap.com",
        "x": 3,
        "y": 1.0,
        "cost": 0.7935,
        "mode": "高频低轮次"
      },
      {
        "user_email": "qiaoxinke@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.4725,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 4,
        "y": 1.75,
        "cost": 1.1444,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.9624,
        "mode": "低频低轮次"
      },
      {
        "user_email": "tailingxiang@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 4.8989,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 2,
        "y": 12.0,
        "cost": 7.6174,
        "mode": "高频高轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 4,
        "y": 4.25,
        "cost": 2.4359,
        "mode": "高频高轮次"
      },
      {
        "user_email": "yoshiaki.yamasaki@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.0253,
        "mode": "低频低轮次"
      }
    ]
  }
}
