{
  "schema_version": "1.0",
  "table": "cases-chat",
  "period": "2026-03",
  "synthetic": true,
  "records": [
    {
      "case_id": "CHAT-2026-03-0001",
      "date": "2026-03-30",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-0001",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0002",
      "date": "2026-03-04",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1001",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0003",
      "date": "2026-03-26",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0027",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0004",
      "date": "2026-03-21",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1003",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0005",
      "date": "2026-03-25",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0003",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0006",
      "date": "2026-03-02",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1005",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0007",
      "date": "2026-03-17",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-0029",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0008",
      "date": "2026-03-29",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1007",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0009",
      "date": "2026-03-17",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0005",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0010",
      "date": "2026-03-11",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "7",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-1009",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0011",
      "date": "2026-03-18",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0031",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0012",
      "date": "2026-03-01",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "3",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1011",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0013",
      "date": "2026-03-06",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0007",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0014",
      "date": "2026-03-16",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1013",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0015",
      "date": "2026-03-19",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0033",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0016",
      "date": "2026-03-09",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-1015",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0017",
      "date": "2026-03-24",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0009",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0018",
      "date": "2026-03-27",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1017",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0019",
      "date": "2026-03-14",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-0035",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0020",
      "date": "2026-03-14",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "5",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1019",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0021",
      "date": "2026-03-11",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "5",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0011",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0022",
      "date": "2026-03-06",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1021",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0023",
      "date": "2026-03-10",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0037",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0024",
      "date": "2026-03-15",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1023",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0025",
      "date": "2026-03-21",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "7",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-0013",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0026",
      "date": "2026-03-18",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "1",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1025",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0027",
      "date": "2026-03-22",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0039",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0028",
      "date": "2026-03-21",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-1027",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0029",
      "date": "2026-03-08",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "3",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0015",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0030",
      "date": "2026-03-13",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1029",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0031",
      "date": "2026-03-18",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0041",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0032",
      "date": "2026-03-21",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1031",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0033",
      "date": "2026-03-05",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0017",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0034",
      "date": "2026-03-30",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-1033",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0035",
      "date": "2026-03-31",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0043",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0036",
      "date": "2026-03-07",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "1",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1035",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0037",
      "date": "2026-03-20",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-0019",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0038",
      "date": "2026-03-10",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1037",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0039",
      "date": "2026-03-01",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "3",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0045",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0040",
      "date": "2026-03-16",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1039",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0041",
      "date": "2026-03-26",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0021",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0042",
      "date": "2026-03-28",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1041",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0043",
      "date": "2026-03-13",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-0047",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0044",
      "date": "2026-03-25",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1043",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0045",
      "date": "2026-03-06",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0023",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0046",
      "date": "2026-03-23",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-1045",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0047",
      "date": "2026-03-23",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "3",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0049",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0048",
      "date": "2026-03-09",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1047",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0049",
      "date": "2026-03-03",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0025",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0050",
      "date": "2026-03-15",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1049",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0051",
      "date": "2026-03-19",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0001",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0052",
      "date": "2026-03-31",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-1051",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0053",
      "date": "2026-03-02",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0027",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0054",
      "date": "2026-03-17",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1053",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0055",
      "date": "2026-03-21",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-0003",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0056",
      "date": "2026-03-27",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1055",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0057",
      "date": "2026-03-02",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "3",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0029",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0058",
      "date": "2026-03-14",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1057",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0059",
      "date": "2026-03-22",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0005",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0060",
      "date": "2026-03-18",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1059",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0061",
      "date": "2026-03-03",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-0031",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0062",
      "date": "2026-03-04",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1061",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0063",
      "date": "2026-03-06",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "1",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0007",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0064",
      "date": "2026-03-13",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-1063",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0065",
      "date": "2026-03-10",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "5",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0033",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0066",
      "date": "2026-03-27",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1065",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0067",
      "date": "2026-03-05",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0009",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0068",
      "date": "2026-03-17",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1067",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0069",
      "date": "2026-03-10",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0035",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0070",
      "date": "2026-03-02",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-1069",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0071",
      "date": "2026-03-03",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0011",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0072",
      "date": "2026-03-18",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "1",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1071",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0073",
      "date": "2026-03-18",
      "contact_reason": "password reset",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "6",
      "friction_type": "authentication",
      "summary": "Recovery link expired during live chat — required escalation",
      "customer_quote": "I had to start over twice.",
      "customer_id": "CUST-0037",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0074",
      "date": "2026-03-10",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-1073",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0075",
      "date": "2026-03-08",
      "contact_reason": "billing question",
      "resolution_status": "resolved",
      "sentiment": "neutral",
      "effort_score": "4",
      "friction_type": "content",
      "summary": "Customer needed help understanding fee breakdown",
      "customer_quote": "Can you explain what this charge is for?",
      "customer_id": "CUST-0013",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0076",
      "date": "2026-03-21",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "5",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1075",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0077",
      "date": "2026-03-06",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-0039",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0078",
      "date": "2026-03-31",
      "contact_reason": "account access",
      "resolution_status": "resolved",
      "sentiment": "negative",
      "effort_score": "4",
      "friction_type": "wait-time",
      "summary": "Chat queue delay of 12 minutes before resolution",
      "customer_quote": "The wait was longer than the fix.",
      "customer_id": "CUST-1077",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0079",
      "date": "2026-03-27",
      "contact_reason": "onboarding",
      "resolution_status": "unresolved",
      "sentiment": "negative",
      "effort_score": "7",
      "friction_type": "navigation",
      "summary": "Webhook setup unclear after latest API docs update",
      "customer_quote": "I followed the docs but it still doesn't work.",
      "customer_id": "CUST-0015",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0080",
      "date": "2026-03-03",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "2",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-1079",
      "synthetic": "true"
    },
    {
      "case_id": "CHAT-2026-03-0081",
      "date": "2026-03-04",
      "contact_reason": "settlement status",
      "resolution_status": "resolved",
      "sentiment": "positive",
      "effort_score": "3",
      "friction_type": "none",
      "summary": "Proactive settlement status shared during chat",
      "customer_quote": "That was exactly what I needed.",
      "customer_id": "CUST-0041",
      "synthetic": "true"
    }
  ]
}