{
  "date": "2026-08-31",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-08-31",
        "cost": 44.2221,
        "acp_interactions": 118,
        "workspace_count": 29,
        "active_users": 15
      }
    ],
    "team_cost_bar": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 13.5194,
        "acp_interactions": 57,
        "workspace_count": 4,
        "active_users": 2
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 9.8127,
        "acp_interactions": 4,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "cost": 6.114,
        "acp_interactions": 7,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 5.6366,
        "acp_interactions": 33,
        "workspace_count": 10,
        "active_users": 3
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "cost": 4.0115,
        "acp_interactions": 5,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 2.4586,
        "acp_interactions": 4,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 1.0601,
        "acp_interactions": 1,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "cost": 0.8436,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 0.3417,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 0.2391,
        "acp_interactions": 3,
        "workspace_count": 3,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 0.1847,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 14.25,
        "y": 0.2372,
        "size": 4,
        "cost": 13.5194
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 4.0,
        "y": 2.4532,
        "size": 1,
        "cost": 9.8127
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "x": 7.0,
        "y": 0.8734,
        "size": 1,
        "cost": 6.114
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 3.3,
        "y": 0.1708,
        "size": 10,
        "cost": 5.6366
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 1.25,
        "y": 0.8023,
        "size": 4,
        "cost": 4.0115
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 1.3333,
        "y": 0.6147,
        "size": 3,
        "cost": 2.4586
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 0.5,
        "y": 1.0601,
        "size": 2,
        "cost": 1.0601
      },
      {
        "team": "Data Integration",
        "team_path": "Engineering Group / Service Orchestration Engineering / Data Integration",
        "x": 1.0,
        "y": 0.8436,
        "size": 1,
        "cost": 0.8436
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 1.0,
        "y": 0.3417,
        "size": 1,
        "cost": 0.3417
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 1.0,
        "y": 0.0797,
        "size": 3,
        "cost": 0.2391
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 2.0,
        "y": 0.0924,
        "size": 1,
        "cost": 0.1847
      }
    ],
    "message_category_stack": [
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 26
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 9
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 6
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 12
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 3
      },
      {
        "team": "KV Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "KV Service",
        "category": "流程控制/确认",
        "count": 3
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 12
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 5
      },
      {
        "team": "Intelligent Support",
        "category": "方法论/能力咨询",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "查询纠偏",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "产出物迭代",
        "count": 6
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Data Integration",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "charles.m@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.0565,
        "mode": "低频低轮次"
      },
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.3417,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 4,
        "y": 2.0,
        "cost": 0.7277,
        "mode": "高频低轮次"
      },
      {
        "user_email": "dihong.wang@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 1.0601,
        "mode": "低频低轮次"
      },
      {
        "user_email": "jiangjianyuan@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.8436,
        "mode": "低频低轮次"
      },
      {
        "user_email": "peiliang.liu@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.1847,
        "mode": "低频低轮次"
      },
      {
        "user_email": "ruihao.chen@pingcap.com",
        "x": 1,
        "y": 7.0,
        "cost": 6.114,
        "mode": "低频高轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 3,
        "y": 1.0,
        "cost": 0.2391,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 9.8127,
        "mode": "低频高轮次"
      },
      {
        "user_email": "sihao.yu@pingcap.com",
        "x": 2,
        "y": 1.0,
        "cost": 1.4021,
        "mode": "高频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 3,
        "y": 2.3333,
        "cost": 2.8897,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wen.hu@pingcap.com",
        "x": 2,
        "y": 4.0,
        "cost": 2.0835,
        "mode": "高频高轮次"
      },
      {
        "user_email": "yahonda@pingcap.com",
        "x": 1,
        "y": 50.0,
        "cost": 10.6297,
        "mode": "低频高轮次"
      },
      {
        "user_email": "zhangyuanjia@pingcap.com",
        "x": 4,
        "y": 1.25,
        "cost": 4.0115,
        "mode": "高频低轮次"
      },
      {
        "user_email": "zhipeng.su@pingcap.com",
        "x": 3,
        "y": 5.6667,
        "cost": 2.8254,
        "mode": "高频高轮次"
      }
    ]
  }
}