CompanyBench

Q4 Fraud Impact Report - Email & Ticket InvestigationRisk & Fraud

11 verifiers · 8 LLM-graded

EnvironmentsEmailFreshdeskSlack

TaxonomyRisk & FraudRisk & Fraud

All trialsGPT-5.5Trial 02

90.9%

Trial reward

GPT-5.5Fail

Trial 02 — 1st of 10 by reward score. This model averages 47.3% across 10 trials on this task.

  • 10/11Checks passed
  • 25Turns
  • 75Tool calls
  • 3.2mTime

Missed 1 of 11 checks — slack_lists_ticket_11533.

checks (11)

  • found_fraudulent_activity_threadLLMPass
  • found_unauthorized_charges_threadLLMPass
  • q4_fraud_impact_channel_in_databasePass
  • slack_lists_ticket_11533Fail

    Failure mode Wrong answer

    Reason assertion_failed

  • slack_lists_ticket_20644Pass
  • avoided_deletionsLLMPass
  • avoided_ticket_status_changesLLMPass
  • checked_conversations_ticket_11533LLMPass
  • checked_conversations_ticket_20644LLMPass
  • found_fraud_ticket_11533LLMPass
  • found_fraud_ticket_20644LLMPass

User prompt → 25 turns · 75 tool calls → final response

  1. 1list_threads, list_messages, search_tickets5

    Tool execution only — no assistant text

    list_threadsuserId=me, q=fraud OR unauthorized OR suspicious OR compromised OR "identity theft", maxResults=5004k chars

    Arguments

    userId=me, q=fraud OR unauthorized OR suspicious OR compromised OR "identity theft", maxResults=500

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        threads:
          -
            id: 69d40faf-863d-573d-9c22-88d7cbc3c4de
            snippet: Hello [ORGANIZATION_0001] team! I did use a typo in my email invite to my wife which seems to have resulted in PERSON_65175_NAME being caught up in all these. Please do remove her email! On [DATE_142…
            historyId: 6824
            messages:
              -
                id: e7f07192-8a12-52b8-97a8-9b7185418edd
                threadId: 69d40faf-863d-573d-9c22-88d7cbc3c4de
                labelIds: []
                snippet: Hello [ORGANIZATION_0001] team! I did use a typo in my email invite to my wife which seems to have resulted in PERSON_65175_NAME being caught up in all these. Please do remove her email! On [DATE_142…
                historyId: 6822
                internalDate: 1636137999000
                sizeEstimate: 3605

    … 3,022 more characters of output in the raw trajectory.

    list_messagesuserId=me, q=fraud OR unauthorized OR suspicious OR compromised OR "identity theft", maxResults=5003k chars

    Arguments

    userId=me, q=fraud OR unauthorized OR suspicious OR compromised OR "identity theft", maxResults=500

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        messages:
          -
            id: 6d8765ee-7c21-5299-9a48-cbfa5db98d9d
            threadId: e69c31fe-462a-5d62-b10a-3dac3ee3d709
          -
            id: 44238ef2-fd06-5bdd-9ec1-ef83a631026a
            threadId: c70af82f-3958-5f35-b91c-cd1fb2882134
          -
            id: e960be8b-bb90-5bb9-98fc-e1c63a41a539
            threadId: ecea34af-b2fe-532a-9b51-d1afbfe33735
          -
            id: a63e331d-fe51-5c4f-81df-0fd1266453c6
            threadId: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
          -
            id: ccc7876e-2f3e-516c-870a-e3ace6975c84
            threadId: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
          -
            id: c3771fcc-30a5-5e3d-8407-f3c8844d189f
            threadId: 39b5fa13-5606-5bf8-ba0a-0b513edcad4d
          -
            id: bdfdfe11-eeb9-5284-b6f2-76fb8141f432

    … 1,874 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND tag:'fraud', page=1

    Arguments

    query=status:3 AND tag:'fraud', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND type:'Fraud', page=1

    Arguments

    query=status:3 AND type:'Fraud', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'unauthorized', page=1

    Arguments

    query=status:3 AND tag:'unauthorized', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
  2. 2search_tickets, get_thread6

    Tool execution only — no assistant text

    search_ticketsquery=status:3, page=14k chars

    Arguments

    query=status:3, page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          to_emails: null
          id: 1
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          description: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          created_at: 2020-09-09T19:28:58Z
          updated_at: 2020-09-09T19:28:58Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false

    … 3,021 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND tag:'fraud-alert', page=1

    Arguments

    query=status:3 AND tag:'fraud-alert', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'account-takeover', page=1

    Arguments

    query=status:3 AND tag:'account-takeover', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    get_threaduserId=me, id=e69c31fe-462a-5d62-b10a-3dac3ee3d709, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]2k chars

    Arguments

    userId=me, id=e69c31fe-462a-5d62-b10a-3dac3ee3d709, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: e69c31fe-462a-5d62-b10a-3dac3ee3d709
        snippet: Verify your login for PERSON_103561_EMAIL We detected a suspicious login attempt for your Shopify account (PERSON_103561_EMAIL). If this was you, use the verification code below to log in securely. 7…
        historyId: 11659
        messages:
          -
            id: 6d8765ee-7c21-5299-9a48-cbfa5db98d9d
            threadId: e69c31fe-462a-5d62-b10a-3dac3ee3d709
            labelIds: []
            snippet: Verify your login for PERSON_103561_EMAIL We detected a suspicious login attempt for your Shopify account (PERSON_103561_EMAIL). If this was you, use the verification code below to log in securely. 7…
            historyId: 11659
            internalDate: 1709927297000
            sizeEstimate: 1004
            classificationLabelValues: []
            payload: {}

    … 696 more characters of output in the raw trajectory.

    get_threaduserId=me, id=b69ecd11-299e-5d9d-824b-7ee7c5a5b730, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]3k chars

    Arguments

    userId=me, id=b69ecd11-299e-5d9d-824b-7ee7c5a5b730, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
        snippet: Critical Alert High risk of fraud detected Before fulfilling this order or capturing payment, please review the the Risk Analysis and determine if this order is fraudulent. Lumene richard placed orde…
        historyId: 1919
        messages:
          -
            id: ccc7876e-2f3e-516c-870a-e3ace6975c84
            threadId: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
            labelIds: []
            snippet: Critical Alert High risk of fraud detected Before fulfilling this order or capturing payment, please review the the Risk Analysis and determine if this order is fraudulent. Lumene richard placed orde…
            historyId: 1918
            internalDate: 1674764121000
            sizeEstimate: 1147
            classificationLabelValues: []
            payload: {}

    … 2,091 more characters of output in the raw trajectory.

    get_threaduserId=me, id=f5362e11-3ce4-5212-8251-11cfde2373e8, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=f5362e11-3ce4-5212-8251-11cfde2373e8, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: f5362e11-3ce4-5212-8251-11cfde2373e8
        snippet: Hi there, [PERSON_NAME_6553], Are you ready? We’ve got good news coming your way. Keep an eye on your inbox later this week for your special access to [ORGANIZATION_0001]'s Joint Cards (https://t.yes…
        historyId: 1720
        messages:
          -
            id: c2ab5ec3-518d-5144-83a8-33b050c97ab3
            threadId: f5362e11-3ce4-5212-8251-11cfde2373e8
            labelIds: []
            snippet: Hi there, [PERSON_NAME_6553], Are you ready? We’ve got good news coming your way. Keep an eye on your inbox later this week for your special access to [ORGANIZATION_0001]'s Joint Cards (https://t.yes…
            historyId: 1709
            internalDate: 1606771113000
            sizeEstimate: 3114
            classificationLabelValues: []

    … 3,021 more characters of output in the raw trajectory.

  3. 3list_all_tickets, get_thread5

    Tool execution only — no assistant text

    list_all_ticketsupdated_since=2020-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=100, page=1, include=description,requester,stats4k chars

    Arguments

    updated_since=2020-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=100, page=1, include=description,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 6758
        priority: 1
        requester_id: null
        responder_id: 42
        source: 2
        status: 5
        subject: Help with Lovebugs🥰 Account
        to_emails: null
        id: 76694
        type: null
        created_at: 2024-09-04T00:45:51Z
        updated_at: 2025-05-27T14:10:41Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Help with Lovebugs🥰 Account
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          sam_disabled_at: 2024-09-04 00:45:56.467012
        description: Help with Lovebugs🥰 Account
        description_text: Help with Lovebugs🥰 Account
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
        stats: {}

    … 3,026 more characters of output in the raw trajectory.

    get_threaduserId=me, id=69d40faf-863d-573d-9c22-88d7cbc3c4de, format=full4k chars

    Arguments

    userId=me, id=69d40faf-863d-573d-9c22-88d7cbc3c4de, format=full

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: 69d40faf-863d-573d-9c22-88d7cbc3c4de
        snippet: Hello [ORGANIZATION_0001] team! I did use a typo in my email invite to my wife which seems to have resulted in PERSON_65175_NAME being caught up in all these. Please do remove her email! On [DATE_142…
        historyId: 6824
        messages:
          -
            id: e7f07192-8a12-52b8-97a8-9b7185418edd
            threadId: 69d40faf-863d-573d-9c22-88d7cbc3c4de
            labelIds: []
            snippet: Hello [ORGANIZATION_0001] team! I did use a typo in my email invite to my wife which seems to have resulted in PERSON_65175_NAME being caught up in all these. Please do remove her email! On [DATE_142…
            historyId: 6822
            internalDate: 1636137999000
            sizeEstimate: 3605
            classificationLabelValues: []
            payload: {}

    … 3,021 more characters of output in the raw trajectory.

    get_threaduserId=me, id=b69ecd11-299e-5d9d-824b-7ee7c5a5b730, format=full4k chars

    Arguments

    userId=me, id=b69ecd11-299e-5d9d-824b-7ee7c5a5b730, format=full

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
        snippet: Critical Alert High risk of fraud detected Before fulfilling this order or capturing payment, please review the the Risk Analysis and determine if this order is fraudulent. Lumene richard placed orde…
        historyId: 1919
        messages:
          -
            id: ccc7876e-2f3e-516c-870a-e3ace6975c84
            threadId: b69ecd11-299e-5d9d-824b-7ee7c5a5b730
            labelIds: []
            snippet: Critical Alert High risk of fraud detected Before fulfilling this order or capturing payment, please review the the Risk Analysis and determine if this order is fraudulent. Lumene richard placed orde…
            historyId: 1918
            internalDate: 1674764121000
            sizeEstimate: 1147
            classificationLabelValues: []
            payload: {}

    … 3,020 more characters of output in the raw trajectory.

    get_threaduserId=me, id=daf96f1d-b939-5625-8fb9-28d741d5dc76, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]3k chars

    Arguments

    userId=me, id=daf96f1d-b939-5625-8fb9-28d741d5dc76, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: daf96f1d-b939-5625-8fb9-28d741d5dc76
        snippet: Hi, I have 3 pending charges that did not go through and sit as pending. The merchant says the payment did not go through. Could you provide details as to why the transactions did not go through? I n…
        historyId: 4570
        messages:
          -
            id: b3d5c14a-fd8e-5c69-a42c-13071c737dc8
            threadId: daf96f1d-b939-5625-8fb9-28d741d5dc76
            labelIds: []
            snippet: Hi, I have 3 pending charges that did not go through and sit as pending. The merchant says the payment did not go through. Could you provide details as to why the transactions did not go through? I n…
            historyId: 4569
            internalDate: 1640013274000
            sizeEstimate: 522
            classificationLabelValues: []
            payload: {}

    … 1,919 more characters of output in the raw trajectory.

    get_threaduserId=me, id=9d229235-2f43-5f68-b015-72e65bf0994d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=9d229235-2f43-5f68-b015-72e65bf0994d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: 9d229235-2f43-5f68-b015-72e65bf0994d
        snippet: Hoping you might be able to help me out, I'm dealing with quite a bit of fraud and identity theft as of late. My info is as follows [PERSON_NAME_16416] 1131 Aldenwood Ave Las Vegas NV [ZIP_CODE_9601]…
        historyId: 14709
        messages:
          -
            id: f86d0191-e72e-5288-b41a-6d383606de48
            threadId: 9d229235-2f43-5f68-b015-72e65bf0994d
            labelIds: []
            snippet: Hoping you might be able to help me out, I'm dealing with quite a bit of fraud and identity theft as of late. My info is as follows [PERSON_NAME_16416] 1131 Aldenwood Ave Las Vegas NV [ZIP_CODE_9601]…
            historyId: 14704
            internalDate: 1652610613000
            sizeEstimate: 581
            classificationLabelValues: []
            payload: {}

    … 3,020 more characters of output in the raw trajectory.

  4. 4search_tickets5

    Tool execution only — no assistant text

    search_ticketsquery=status:3 AND type:'Dispute', page=1

    Arguments

    query=status:3 AND type:'Dispute', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'dispute', page=1

    Arguments

    query=status:3 AND tag:'dispute', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'card', page=1

    Arguments

    query=status:3 AND tag:'card', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'unauthorized-charge', page=1

    Arguments

    query=status:3 AND tag:'unauthorized-charge', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
    search_ticketsquery=status:3 AND tag:'identity-theft', page=1

    Arguments

    query=status:3 AND tag:'identity-theft', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 0
      results: []
    status_code: 200
    is_error: false
  5. 5search_tickets9

    Tool execution only — no assistant text

    search_ticketsquery=status:3, page=24k chars

    Arguments

    query=status:3, page=2

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          to_emails: null
          id: 46
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          description: Team [PERSON_NAME_0008] makes the dream [PERSON_NAME_0008]
          created_at: 2020-10-31T16:30:54Z
          updated_at: 2021-09-29T13:43:25Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false

    … 3,024 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=34k chars

    Arguments

    query=status:3, page=3

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 125
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2020-12-24T02:26:20Z
          updated_at: 2020-12-24T02:26:20Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,036 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=44k chars

    Arguments

    query=status:3, page=4

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 181
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2021-01-12T00:44:33Z
          updated_at: 2021-01-12T00:44:33Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,033 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=54k chars

    Arguments

    query=status:3, page=5

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 222
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2021-01-14T23:29:27Z
          updated_at: 2021-01-14T23:29:27Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,030 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=64k chars

    Arguments

    query=status:3, page=6

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 278
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2021-01-20T18:33:11Z
          updated_at: 2021-01-20T18:33:11Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,036 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=74k chars

    Arguments

    query=status:3, page=7

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 319
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2021-01-21T17:10:24Z
          updated_at: 2021-01-21T17:10:24Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,036 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=84k chars

    Arguments

    query=status:3, page=8

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Emergency
          to_emails: null
          id: 392
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Emergency
          description: Emergency
          created_at: 2021-01-23T04:17:18Z
          updated_at: 2021-05-14T18:05:23Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
            source_id: 193
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null

    … 3,024 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=94k chars

    Arguments

    query=status:3, page=9

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 440
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2021-01-26T23:04:14Z
          updated_at: 2021-01-26T23:04:14Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,033 more characters of output in the raw trajectory.

    search_ticketsquery=status:3, page=104k chars

    Arguments

    query=status:3, page=10

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 45903
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Amazon
          to_emails: null
          id: 532
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Amazon
          description: Amazon
          created_at: 2021-01-28T18:15:15Z
          updated_at: 2021-01-28T18:15:15Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
            source_id: 6773
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2

    … 3,025 more characters of output in the raw trajectory.

  6. 6list_all_tickets5

    Tool execution only — no assistant text

    list_all_ticketsupdated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=1, include=description,requester4k chars

    Arguments

    updated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=1, include=description,requester

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 6758
        priority: 1
        requester_id: null
        responder_id: 42
        source: 2
        status: 5
        subject: Help with Lovebugs🥰 Account
        to_emails: null
        id: 76694
        type: null
        created_at: 2024-09-04T00:45:51Z
        updated_at: 2025-05-27T14:10:41Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Help with Lovebugs🥰 Account
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          sam_disabled_at: 2024-09-04 00:45:56.467012
        description: Help with Lovebugs🥰 Account
        description_text: Help with Lovebugs🥰 Account
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
      - {}

    … 3,025 more characters of output in the raw trajectory.

    list_all_ticketsupdated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=2, include=description,requester4k chars

    Arguments

    updated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=2, include=description,requester

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 8188
        priority: 1
        requester_id: null
        responder_id: 42
        source: 2
        status: 5
        subject: Hey...
        to_emails: null
        id: 92027
        type: null
        created_at: 2025-05-09T20:53:14Z
        updated_at: 2025-05-19T13:48:53Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Hey...
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          received_helpdesk_autoresponse: 2025-05-09 20:53:14.290611
          sam_disabled_at: 2025-05-12 13:31:18.632567
        description: Hey...
        description_text: Hey...
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
      -
        cc_emails: []
        fwd_emails: []

    … 3,021 more characters of output in the raw trajectory.

    list_all_ticketsupdated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=3, include=description,requester4k chars

    Arguments

    updated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=3, include=description,requester

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 18035
        priority: 1
        requester_id: null
        responder_id: 42
        source: 2
        status: 5
        subject: Get Help
        to_emails: null
        id: 91662
        type: null
        created_at: 2025-05-07T14:48:59Z
        updated_at: 2025-05-09T17:02:53Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Get Help
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          received_helpdesk_autoresponse: 2025-05-07 14:48:59.541537
          sam_disabled_at: 2025-05-07 14:52:16.193771
        description: Get Help
        description_text: Get Help
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
      -
        cc_emails: []

    … 3,021 more characters of output in the raw trajectory.

    list_all_ticketsupdated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=4, include=description,requester4k chars

    Arguments

    updated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=4, include=description,requester

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 17034
        priority: 1
        requester_id: null
        responder_id: null
        source: 2
        status: 3
        subject: Welcome to your first transaction!
        to_emails: null
        id: 91995
        type: null
        created_at: 2025-05-09T16:35:00Z
        updated_at: 2025-05-09T16:35:00Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Welcome to your first transaction!
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          source_id: 6227405
        description: Welcome to your first transaction!
        description_text: Welcome to your first transaction!
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
      - {}

    … 3,021 more characters of output in the raw trajectory.

    list_all_ticketsupdated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=5, include=description,requester4k chars

    Arguments

    updated_since=2024-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=30, page=5, include=description,requester

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      -
        cc_emails: []
        fwd_emails: []
        reply_cc_emails: []
        fr_escalated: false
        spam: false
        email_config_id: null
        group_id: 15151
        priority: 1
        requester_id: null
        responder_id: null
        source: 2
        status: 3
        subject: Welcome to your first transaction!
        to_emails: null
        id: 91965
        type: null
        created_at: 2025-05-09T16:33:37Z
        updated_at: 2025-05-09T16:33:37Z
        due_by: null
        fr_due_by: null
        is_escalated: false
        structured_description:
          description_contents:
            -
              type: text
              data:
                content: Welcome to your first transaction!
        custom_fields:
          chat_enabled: false
          helpdesk: false
          is_welcome: false
          product_raised: false
          source_id: 6227240
        description: Welcome to your first transaction!
        description_text: Welcome to your first transaction!
        requester:
          id: null
          email: null
          mobile: null
          name: null
          phone: null
      - {}

    … 3,021 more characters of output in the raw trajectory.

  7. 7get_ticket_by_id5

    Tool execution only — no assistant text

    get_ticket_by_idid=6, include=conversations,requester,stats2k chars

    Arguments

    id=6, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: DBT PURCHASE TRADER [PERSON_NAME_0080]'S #203 QPS TRADER [PERSON_NAME_0080]'S #203 QPS OAKLAND CA US
      id: 6
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2020-09-23T17:00:44Z
      updated_at: 2020-09-23T17:00:44Z
      due_by: null
      fr_due_by: null
      description_text: DBT PURCHASE TRADER [PERSON_NAME_0080]'S #203 QPS TRADER [PERSON_NAME_0080]'S #203 QPS OAKLAND CA US
      description: DBT PURCHASE TRADER [PERSON_NAME_0080]'S #203 QPS TRADER [PERSON_NAME_0080]'S #203 QPS OAKLAND CA US
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        source_id: 28
      tags: []

    … 1,029 more characters of output in the raw trajectory.

    get_ticket_by_idid=51, include=conversations,requester,stats2k chars

    Arguments

    id=51, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: CHASE CREDIT CRD AUTOPAY
      id: 51
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2020-11-06T13:34:10Z
      updated_at: 2020-11-06T13:34:10Z
      due_by: null
      fr_due_by: null
      description_text: CHASE CREDIT CRD AUTOPAY
      description: CHASE CREDIT CRD AUTOPAY
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        source_id: 176
      tags: []
      conversations:
        -
          body_text: |
            This might be our lowest CC [PERSON_NAME_1152] ever [PERSON_NAME_17782] 👏🏽🤜🏿🖖🏽
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: This

    … 735 more characters of output in the raw trajectory.

    get_ticket_by_idid=396, include=conversations,requester,stats2k chars

    Arguments

    id=396, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Cash App
      id: 396
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2021-01-23T13:16:06Z
      updated_at: 2021-01-23T13:16:06Z
      due_by: null
      fr_due_by: null
      description_text: Cash App
      description: Cash App
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        source_id: 5584
      tags: []
      conversations:
        -
          body_text: |
            [PERSON_NAME_3263]
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: |
            [PERSON_NAME_3263]
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALS

    … 560 more characters of output in the raw trajectory.

    get_ticket_by_idid=532, include=conversations,requester,stats2k chars

    Arguments

    id=532, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Amazon
      id: 532
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2021-01-28T18:15:15Z
      updated_at: 2021-01-28T18:15:15Z
      due_by: null
      fr_due_by: null
      description_text: Amazon
      description: Amazon
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        source_id: 6773
      tags: []
      conversations:
        -
          body_text: |
            this is for that little food processor we picked out
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: |
            this is for that little food processor we picked out
            
            <!--cx_source_data:{"format":

    … 622 more characters of output in the raw trajectory.

    get_ticket_by_idid=536, include=conversations,requester,stats2k chars

    Arguments

    id=536, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Gas Money
      id: 536
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2021-01-29T00:57:16Z
      updated_at: 2021-01-29T00:57:16Z
      due_by: null
      fr_due_by: null
      description_text: Gas Money
      description: Gas Money
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        source_id: 289
      tags: []
      conversations:
        -
          body_text: |
            I created a custom [PERSON_NAME_0012] goal for us! 🙌
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: |
            I created a custom [PERSON_NAME_0012] goal for us! 🙌
            
            <!--cx_source_data:{"

    … 633 more characters of output in the raw trajectory.

  8. 8list_tables1

    Tool execution only — no assistant text

    list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=false, omit_properties=false, omit_username=true12k chars

    Arguments

    catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=false, omit_properties=false, omit_username=true

    Output

    tables:
      -
        name: account_applications
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL
        data_source_format: CSV
        comment: ""
        full_name: zeta3.rds.account_applications
        storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
        properties:
          zeta3.delivery: delivery-2
          zeta3.total_row_count: 37328
          zeta3.sample_row_count: 37328
          zeta3.as_of_enforced: true
        columns:
          -
            name: id
            type_name: INT
            type_text: INT
            position: 0
            nullable: true
            comment: ""
          -
            name: status
            type_name: STRING
            type_text: STRING
            position: 1
            nullable: true
            comment: ""
          -
            name: created_at
            type_name: TIMEST

    … 11,022 more characters of output in the raw trajectory.

  9. 9list_tables1

    Tool execution only — no assistant text

    list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true, omit_username=true, page_token=5012k chars

    Arguments

    catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true, omit_username=true, page_token=50

    Output

    tables:
      -
        name: kyc_data
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL
        data_source_format: CSV
        comment: ""
        full_name: zeta3.rds.kyc_data
        storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
        created_at: 2026-07-15T05:19:02+00:00
        updated_at: 2026-07-15T05:19:02+00:00
      -
        name: ledger_items
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL
        data_source_format: CSV
        comment: ""
        full_name: zeta3.rds.ledger_items
        storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
        created_at: 2026-07-15T05:19:17+00:00
        updated_at: 2026-07-15T05:19:17+00:00
      -
        name: limit_restriction_changes
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL

    … 11,021 more characters of output in the raw trajectory.

  10. 10get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.risk_data2k chars

    Arguments

    full_name=zeta3.rds.risk_data

    Output

    name: risk_data
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.risk_data
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 351708
      zeta3.sample_row_count: 351708
      zeta3.as_of_enforced: true
    columns:
      -
        name: id
        type_name: INT
        type_text: INT
        position: 0
        nullable: true
        comment: ""
      -
        name: source_id
        type_name: INT
        type_text: INT
        position: 1
        nullable: true
        comment: ""
      -
        name: source_type
        type_name: STRING
        type_text: STRING
        position: 2
        nullable: true
        comment: ""
      -
        name: result
        type_name: STRING

    … 750 more characters of output in the raw trajectory.

  11. 11get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.transactionsERR

    Arguments

    full_name=zeta3.rds.transactions

    Output

    API call failed with status 404: {
      "error_code": "RESOURCE_DOES_NOT_EXIST",
      "message": "Table 'zeta3.rds.transactions' not found in Zeta3 catalog"
    }
  12. 12search_tickets5

    Tool execution only — no assistant text

    search_ticketsquery=status:3 AND created_at:>'2025-01-01', page=14k chars

    Arguments

    query=status:3 AND created_at:>'2025-01-01', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 2971
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 81268
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2025-01-01T00:16:48Z
          updated_at: 2025-01-01T00:16:49Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,036 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND created_at:>'2024-01-01', page=14k chars

    Arguments

    query=status:3 AND created_at:>'2024-01-01', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 10735
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Hey...
          to_emails: null
          id: 56635
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Hey...
          description: Hey...
          created_at: 2024-01-01T00:48:11Z
          updated_at: 2024-01-01T00:48:11Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
            source_id: 4392864
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2

    … 3,031 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND created_at:>'2024-10-01', page=14k chars

    Arguments

    query=status:3 AND created_at:>'2024-10-01', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 5004
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          to_emails: null
          id: 77660
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          description: Welcome to [PERSON_NAME_64251]! 👯‍♂️
          created_at: 2024-10-01T00:23:40Z
          updated_at: 2024-10-01T00:23:40Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null

    … 3,031 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND created_at:>'2025-05-01', page=14k chars

    Arguments

    query=status:3 AND created_at:>'2025-05-01', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 339
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: 42
          source: 2
          status: 3
          subject: Change profile [PERSON_NAME_0207]
          to_emails: null
          id: 91491
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Change profile [PERSON_NAME_0207]
          description: Change profile [PERSON_NAME_0207]
          created_at: 2025-05-01T11:27:30Z
          updated_at: 2025-05-02T10:00:00Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
            received_helpdesk_autoresponse: 2025-05-01 11:27:31.321036
            sam_disabled_at: 2025-05-01 13:07:21.996942
            source_id: 1461
        -
          cc_emails: []

    … 3,021 more characters of output in the raw trajectory.

    search_ticketsquery=status:3 AND created_at:>'2025-04-01', page=14k chars

    Arguments

    query=status:3 AND created_at:>'2025-04-01', page=1

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      total: 792
      results:
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2
          status: 3
          subject: Hey...
          to_emails: null
          id: 90309
          type: null
          due_by: null
          fr_due_by: null
          is_escalated: false
          structured_description:
            description_contents:
              -
                type: text
                data:
                  content: Hey...
          description: Hey...
          created_at: 2025-04-01T04:34:21Z
          updated_at: 2025-04-01T04:34:21Z
          custom_fields:
            chat_enabled: false
            helpdesk: false
            is_welcome: false
            product_raised: false
            source_id: 6122942
        -
          cc_emails: []
          fwd_emails: []
          reply_cc_emails: []
          fr_escalated: false
          spam: false
          email_config_id: null
          group_id: null
          priority: 1
          requester_id: null
          responder_id: null
          source: 2

    … 3,021 more characters of output in the raw trajectory.

  13. 13list_tables1

    Tool execution only — no assistant text

    list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true, omit_username=true, page_token=10012k chars

    Arguments

    catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true, omit_username=true, page_token=100

    Output

    tables:
      -
        name: cohorts
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL
        data_source_format: CSV
        comment: ""
        full_name: zeta3.rds.cohorts
        storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
        created_at: 2026-07-24T23:19:15+00:00
        updated_at: 2026-07-24T23:19:15+00:00
      -
        name: comment_read_receipts
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL
        data_source_format: CSV
        comment: ""
        full_name: zeta3.rds.comment_read_receipts
        storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
        created_at: 2026-07-24T23:19:15+00:00
        updated_at: 2026-07-24T23:19:15+00:00
      -
        name: companions
        catalog_name: zeta3
        schema_name: rds
        table_type: EXTERNAL

    … 11,021 more characters of output in the raw trajectory.

  14. 14get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.conversations4k chars

    Arguments

    full_name=zeta3.rds.conversations

    Output

    name: conversations
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.conversations
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 91262
      zeta3.sample_row_count: 91262
      zeta3.as_of_enforced: true
    columns:
      -
        name: id
        type_name: BIGINT
        type_text: BIGINT
        position: 0
        nullable: true
        comment: ""
      -
        name: source_type
        type_name: VARCHAR
        type_text: VARCHAR
        position: 1
        nullable: true
        comment: ""
      -
        name: source_id
        type_name: BIGINT
        type_text: BIGINT
        position: 2
        nullable: true
        comment: ""
      -
        name: chat_enabled

    … 3,477 more characters of output in the raw trajectory.

  15. 15get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.messagesERR

    Arguments

    full_name=zeta3.rds.messages

    Output

    API call failed with status 404: {
      "error_code": "RESOURCE_DOES_NOT_EXIST",
      "message": "Table 'zeta3.rds.messages' not found in Zeta3 catalog"
    }
  16. 16get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.conversation_messagesERR

    Arguments

    full_name=zeta3.rds.conversation_messages

    Output

    API call failed with status 404: {
      "error_code": "RESOURCE_DOES_NOT_EXIST",
      "message": "Table 'zeta3.rds.conversation_messages' not found in Zeta3 catalog"
    }
  17. 17get_table1

    Tool execution only — no assistant text

    get_tablefull_name=zeta3.rds.notes2k chars

    Arguments

    full_name=zeta3.rds.notes

    Output

    name: notes
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.notes
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 21856
      zeta3.sample_row_count: 21856
      zeta3.as_of_enforced: true
    columns:
      -
        name: id
        type_name: BIGINT
        type_text: BIGINT
        position: 0
        nullable: true
        comment: ""
      -
        name: source_id
        type_name: BIGINT
        type_text: BIGINT
        position: 1
        nullable: true
        comment: ""
      -
        name: source_type
        type_name: VARCHAR
        type_text: VARCHAR
        position: 2
        nullable: true
        comment: ""
      -
        name: body
        type_name: VARCHAR

    … 926 more characters of output in the raw trajectory.

  18. 18execute_sql_statement1

    Tool execution only — no assistant text

    execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT id, subject, label, sublabel, helpdesk_status, status, assigned_admin_id, team_id, created_at, updated_at, resolved_at, code FROM conversations WHERE (LOWER(COALESCE(subject,'')) LIKE '%fraud%' OR LOWER(COALESCE(subject,'')) LIKE '%unauthorized%' OR LOWER(COALESCE(subject,'')) LIKE '%suspicious%' OR LOWER(COALESCE(subject,'')) LIKE '%identity theft%' OR LOWER(COALESCE(label,'')) LIKE '%fraud%' OR LOWER(COALESCE(sublabel,'')) LIKE '%fraud%' OR LOWER(COALESCE(code,'')) LIKE '%fraud%') AND (LOWER(COALESCE(helpdesk_status,'')) = 'pend9k chars

    Arguments

    catalog=zeta3, schema=rds, statement=SELECT id, subject, label, sublabel, helpdesk_status, status, assigned_admin_id, team_id, created_at, updated_at, resolved_at, code
    FROM conversations
    WHERE (LOWER(COALESCE(subject,'')) LIKE '%fraud%'
       OR LOWER(COALESCE(subject,'')) LIKE '%unauthorized%'
       OR LOWER(COALESCE(subject,'')) LIKE '%suspicious%'
       OR LOWER(COALESCE(subject,'')) LIKE '%identity theft%'
       OR LOWER(COALESCE(label,'')) LIKE '%fraud%'
       OR LOWER(COALESCE(sublabel,'')) LIKE '%fraud%'
       OR LOWER(COALESCE(code,'')) LIKE '%fraud%')
      AND (LOWER(COALESCE(helpdesk_status,'')) = 'pend

    … 114 more characters of arguments in the raw trajectory.

    Output

    statement_id: c6eed93d-ad52-43bc-ad9b-d682dc834751
    status:
      state: SUCCEEDED
    manifest:
      format: JSON_ARRAY
      schema:
        column_count: 12
        columns:
          -
            name: id
            position: 0
            type_name: LONG
            type_text: BIGINT
            type_precision: null
            type_scale: null
            type_interval_type: null
          -
            name: subject
            position: 1
            type_name: STRING
            type_text: VARCHAR
            type_precision: null
            type_scale: null
            type_interval_type: null
          -
            name: label
            position: 2
            type_name: STRING
            type_text: VARCHAR
            type_precision: null
            type_scale: null
            type_interval_type: null
          -
            name: sublabel
            position: 3

    … 7,543 more characters of output in the raw trajectory.

  19. 19get_ticket_by_id5

    Tool execution only — no assistant text

    get_ticket_by_idid=44713, include=conversations,requester,stats4k chars

    Arguments

    id=44713, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: 42
      source: 2
      status: 5
      subject: Unauthorized transactions 
      id: 44713
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2023-05-14T04:10:39Z
      updated_at: 2023-05-15T13:28:54Z
      due_by: null
      fr_due_by: null
      description_text: Unauthorized transactions 
      description: Unauthorized transactions 
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2023-05-14 04:10:39.167472
      tags: []
      conversations:
        -
          body_text: |
            Yes I need to report unauthorized charges on my account 
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FA

    … 3,020 more characters of output in the raw trajectory.

    get_ticket_by_idid=37241, include=conversations,requester,stats4k chars

    Arguments

    id=37241, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: 4612
      priority: 1
      requester_id: null
      responder_id: 42
      source: 2
      status: 5
      subject: Unauthorized charge
      id: 37241
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2023-02-03T12:44:45Z
      updated_at: 2023-02-03T14:21:50Z
      due_by: null
      fr_due_by: null
      description_text: Unauthorized charge
      description: Unauthorized charge
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2023-02-03 12:44:45.504933
      tags: []
      conversations:
        -
          body_text: |
            [PERSON_NAME_0003]’s an unauthorized charge from ancestory.com on our account. 
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"

    … 3,020 more characters of output in the raw trajectory.

    get_ticket_by_idid=32384, include=conversations,requester,stats4k chars

    Arguments

    id=32384, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: 42
      source: 2
      status: 5
      subject: Fraudulent target charges
      id: 32384
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-11-10T16:42:24Z
      updated_at: 2022-11-10T18:39:38Z
      due_by: null
      fr_due_by: null
      description_text: Fraudulent target charges
      description: Fraudulent target charges
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2022-11-10 16:42:24.937343
      tags: []
      conversations:
        -
          body_text: |
            Hi [PERSON_NAME_64251], 
            [PERSON_NAME_0158]'s card has 38 charges at Target. He hasn't gone [PERSON_NAME_0003] and we did not make them. The two from my c

    … 3,020 more characters of output in the raw trajectory.

    get_ticket_by_idid=22138, include=conversations,requester,stats4k chars

    Arguments

    id=22138, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: 42
      source: 2
      status: 5
      subject: Fraudulent charge 
      id: 22138
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-06-13T01:20:42Z
      updated_at: 2022-11-08T15:57:46Z
      due_by: null
      fr_due_by: null
      description_text: Fraudulent charge 
      description: Fraudulent charge 
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2022-06-13 01:20:42.903719
      tags: []
      conversations:
        -
          body_text: Hi, I have a weird $200 charge from [LOCATION_3510] that’s pending. I didn’t order anything from them and the date says [DATE_9346] when I expand the details. What’s going on h

    … 3,020 more characters of output in the raw trajectory.

    get_ticket_by_idid=4919, include=conversations,requester,stats4k chars

    Arguments

    id=4919, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 5
      subject: Get help
      id: 4919
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2021-09-04T00:03:40Z
      updated_at: 2021-10-14T20:41:56Z
      due_by: null
      fr_due_by: null
      description_text: Get help
      description: Get help
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2021-09-04 00:03:41.062171
      tags:
        - Fraud
        - Suspicious
      conversations:
        -
          body_text: |
            How can I file for a refund on a transaction?
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: How can I file for a r

    … 3,021 more characters of output in the raw trajectory.

  20. 20get_thread8

    Tool execution only — no assistant text

    get_threaduserId=me, id=c70af82f-3958-5f35-b91c-cd1fb2882134, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]2k chars

    Arguments

    userId=me, id=c70af82f-3958-5f35-b91c-cd1fb2882134, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: c70af82f-3958-5f35-b91c-cd1fb2882134
        snippet: Hey there! MASTERCARD has notified us that the virtual debit card you have ending in digits 1242 was part of a merchant database that may have been compromised. To defend against potential fraud we h…
        historyId: 6708
        messages:
          -
            id: 44238ef2-fd06-5bdd-9ec1-ef83a631026a
            threadId: c70af82f-3958-5f35-b91c-cd1fb2882134
            labelIds: []
            snippet: Hey there! MASTERCARD has notified us that the virtual debit card you have ending in digits 1242 was part of a merchant database that may have been compromised. To defend against potential fraud we h…
            historyId: 6708
            internalDate: 1698089159000
            sizeEstimate: 2005
            classificationLabelValues: []
            payload: {}

    … 696 more characters of output in the raw trajectory.

    get_threaduserId=me, id=ecea34af-b2fe-532a-9b51-d1afbfe33735, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=ecea34af-b2fe-532a-9b51-d1afbfe33735, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: ecea34af-b2fe-532a-9b51-d1afbfe33735
        snippet: Hi PERSON_61208_NAME, Looks like we need a little more documentation from you before we can open your [ORGANIZATION_0001] Account. Can you please send us the documents below for us to review? To prot…
        historyId: 38
        messages:
          -
            id: 4a18057c-8301-5093-a201-55afdf5e6516
            threadId: ecea34af-b2fe-532a-9b51-d1afbfe33735
            labelIds: []
            snippet: Hi PERSON_61208_NAME, Looks like we need a little more documentation from you before we can open your [ORGANIZATION_0001] Account. Can you please send us the documents below for us to review? To prot…
            historyId: 36
            internalDate: 1678032305000
            sizeEstimate: 6032
            classificationLabelValues: []
            payload: {}

    … 3,020 more characters of output in the raw trajectory.

    get_threaduserId=me, id=39b5fa13-5606-5bf8-ba0a-0b513edcad4d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=39b5fa13-5606-5bf8-ba0a-0b513edcad4d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: 39b5fa13-5606-5bf8-ba0a-0b513edcad4d
        snippet: I need help with my account someone is using this forr fraudulent reasons and I would like to have my account closed also all account statements from when it was opened until I requested this closure
        historyId: 11627
        messages:
          -
            id: c3771fcc-30a5-5e3d-8407-f3c8844d189f
            threadId: 39b5fa13-5606-5bf8-ba0a-0b513edcad4d
            labelIds: []
            snippet: I need help with my account someone is using this forr fraudulent reasons and I would like to have my account closed also all account statements from when it was opened until I requested this closure
            historyId: 11621
            internalDate: 1672904580000
            sizeEstimate: 407
            classificationLabelValues: []
            payload:
              partId: ""

    … 3,020 more characters of output in the raw trajectory.

    get_threaduserId=me, id=b993ddfb-bb7e-5eb6-b007-704e92afd27a, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]3k chars

    Arguments

    userId=me, id=b993ddfb-bb7e-5eb6-b007-704e92afd27a, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: b993ddfb-bb7e-5eb6-b007-704e92afd27a
        snippet: Hello [PERSON_NAME_5482], Thanks for reaching out. You do not have an open account at this time with [ORGANIZATION_0001], it is still in the application process. If you believe this application was s…
        historyId: 16701
        messages:
          -
            id: 99754815-dfb0-5ddf-bb73-d4bbb2eb58e0
            threadId: b993ddfb-bb7e-5eb6-b007-704e92afd27a
            labelIds: []
            snippet: Hello [PERSON_NAME_5482], Thanks for reaching out. You do not have an open account at this time with [ORGANIZATION_0001], it is still in the application process. If you believe this application was s…
            historyId: 16700
            internalDate: 1659661684000
            sizeEstimate: 2330
            classificationLabelValues: []
            payload: {}

    … 1,751 more characters of output in the raw trajectory.

    get_threaduserId=me, id=bd24692e-64a1-5cce-a8e3-473a51115966, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=bd24692e-64a1-5cce-a8e3-473a51115966, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: bd24692e-64a1-5cce-a8e3-473a51115966
        snippet: Howdy do [PERSON_NAME_16272], Hoping all is well with you two! We're reaching out because we see that you were recently looking into funding your account. Did you have any questions around that, or i…
        historyId: 29602
        messages:
          -
            id: 63f7b1a6-9dd0-580a-a0c4-253fcf895912
            threadId: bd24692e-64a1-5cce-a8e3-473a51115966
            labelIds: []
            snippet: Howdy do [PERSON_NAME_16272], Hoping all is well with you two! We're reaching out because we see that you were recently looking into funding your account. Did you have any questions around that, or i…
            historyId: 29598
            internalDate: 1655251638000
            sizeEstimate: 1583
            classificationLabelValues: []
            payload: {}

    … 3,020 more characters of output in the raw trajectory.

    get_threaduserId=me, id=6b6dc07a-0278-54b9-b4e6-5d82a6d8bb4d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=6b6dc07a-0278-54b9-b4e6-5d82a6d8bb4d, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: 6b6dc07a-0278-54b9-b4e6-5d82a6d8bb4d
        snippet: I did not register for this account. Please cancel it immediately and send me evidence that it has been canceled. If this is a checking account, which it appears to be, I have put a freeze on opening…
        historyId: 25325
        messages:
          -
            id: 7712cf4c-3d60-5f71-980d-2c3ed26ed94e
            threadId: 6b6dc07a-0278-54b9-b4e6-5d82a6d8bb4d
            labelIds: []
            snippet: I did not register for this account. Please cancel it immediately and send me evidence that it has been canceled. If this is a checking account, which it appears to be, I have put a freeze on opening…
            historyId: 25321
            internalDate: 1655295339000
            sizeEstimate: 2164
            classificationLabelValues: []
            payload: {}

    … 3,020 more characters of output in the raw trajectory.

    get_threaduserId=me, id=05cd7869-df18-5d12-9907-fed0d4da37a3, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]2k chars

    Arguments

    userId=me, id=05cd7869-df18-5d12-9907-fed0d4da37a3, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: 05cd7869-df18-5d12-9907-fed0d4da37a3
        snippet: Please Contact card holder ASAP ([PERSON_NAME_13129] at [PHONE_7108]) re: fraudulent activity on card xxxx-xxxx-xxxx-9495. I am the other cardholder on this [ORGANIZATION_0001] account. Regards, [PER…
        historyId: 11251
        messages:
          -
            id: e34857e3-a14a-5d88-916d-e835c4d764dc
            threadId: 05cd7869-df18-5d12-9907-fed0d4da37a3
            labelIds: []
            snippet: Please Contact card holder ASAP ([PERSON_NAME_13129] at [PHONE_7108]) re: fraudulent activity on card xxxx-xxxx-xxxx-9495. I am the other cardholder on this [ORGANIZATION_0001] account. Regards, [PER…
            historyId: 11251
            internalDate: 1655131110000
            sizeEstimate: 440
            classificationLabelValues: []
            payload: {}

    … 675 more characters of output in the raw trajectory.

    get_threaduserId=me, id=e317721b-5453-542a-8860-087fd9b5f568, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]4k chars

    Arguments

    userId=me, id=e317721b-5453-542a-8860-087fd9b5f568, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      success: true
      result: 
        id: e317721b-5453-542a-8860-087fd9b5f568
        snippet: Hi there, PERSON_77404_NAME! Thanks for your note. I've actually sent a few messages to you but totally hear that you may be having trouble seeing them from within the app. It's a high priority to ge…
        historyId: 12722
        messages:
          -
            id: 2a2443b5-73f7-5ab1-923c-9208e0c80e9e
            threadId: e317721b-5453-542a-8860-087fd9b5f568
            labelIds: []
            snippet: Hi there, PERSON_77404_NAME! Thanks for your note. I've actually sent a few messages to you but totally hear that you may be having trouble seeing them from within the app. It's a high priority to ge…
            historyId: 12712
            internalDate: 1615515726000
            sizeEstimate: 3458
            classificationLabelValues: []
            payload: {}

    … 3,021 more characters of output in the raw trajectory.

  21. 21get_ticket_by_id5

    Tool execution only — no assistant text

    get_ticket_by_idid=30121, include=conversations,requester,stats2k chars

    Arguments

    id=30121, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Unauthorized transaction 
      id: 30121
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-09-30T23:54:32Z
      updated_at: 2022-09-30T23:54:32Z
      due_by: null
      fr_due_by: null
      description_text: Unauthorized transaction 
      description: Unauthorized transaction 
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
      tags: []
      conversations:
        -
          body_text: |
            I just realized my wallet was stolen and I have transactions that were not made by me
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: I just realized

    … 733 more characters of output in the raw trajectory.

    get_ticket_by_idid=26073, include=conversations,requester,stats2k chars

    Arguments

    id=26073, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Fraudulent charge on my card 
      id: 26073
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-08-12T13:51:24Z
      updated_at: 2022-08-12T13:51:24Z
      due_by: null
      fr_due_by: null
      description_text: Fraudulent charge on my card 
      description: Fraudulent charge on my card 
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
      tags: []
      conversations:
        -
          body_text: |
            [PHONE_900036] [PERSON_NAME_0003] is a fraudulent charge on my card 
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: [PHONE_900036] [PERS

    … 712 more characters of output in the raw trajectory.

    get_ticket_by_idid=24111, include=conversations,requester,stats4k chars

    Arguments

    id=24111, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: 42
      source: 2
      status: 3
      subject: Payment unauthorized 
      id: 24111
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-07-12T00:19:05Z
      updated_at: 2022-07-13T10:00:01Z
      due_by: null
      fr_due_by: null
      description_text: Payment unauthorized 
      description: Payment unauthorized 
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
        received_helpdesk_autoresponse: 2022-07-12 00:19:05.182691
      tags: []
      conversations:
        -
          body_text: |
            [PERSON_NAME_0601]. 
            
            I am writing because a payment for LH Motors was not authorized. This payment was charged through their app and I did not approve for them to c

    … 3,020 more characters of output in the raw trajectory.

    get_ticket_by_idid=20644, include=conversations,requester,stats2k chars

    Arguments

    id=20644, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: FRAUD
      id: 20644
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-05-25T13:52:06Z
      updated_at: 2022-05-25T13:52:06Z
      due_by: null
      fr_due_by: null
      description_text: FRAUD
      description: FRAUD
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
      tags: []
      conversations:
        -
          body_text: |
            Good [DATE_0801],
            
            [DATE_0205] I said I have to 2 transactions that weren't me. Well [DATE_0608] [PERSON_NAME_0003] are 2 fucking more. One for $151.43 and another for $175.
            I need this resolved ASAP.
            I don't not understand how they even used my card when I turned the damn

    … 1,236 more characters of output in the raw trajectory.

    get_ticket_by_idid=11533, include=conversations,requester,stats3k chars

    Arguments

    id=11533, include=conversations,requester,stats

    Output

    success: true
    error_message: null
    tools_list: null
    tool_result:
      cc_emails: []
      fwd_emails: []
      reply_cc_emails: []
      email_config_id: null
      group_id: null
      priority: 1
      requester_id: null
      responder_id: null
      source: 2
      status: 3
      subject: Fraud
      id: 11533
      type: null
      to_emails: null
      fr_escalated: false
      spam: false
      urgent: false
      is_escalated: false
      created_at: 2022-02-07T13:09:25Z
      updated_at: 2022-02-07T13:12:03Z
      due_by: null
      fr_due_by: null
      description_text: Fraud
      description: Fraud
      custom_fields:
        chat_enabled: false
        helpdesk: false
        is_welcome: false
        product_raised: false
      tags: []
      conversations:
        -
          body_text: |
            Any update from [PERSON_NAME_64251]?
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}-->
          body: |
            Any update from [PERSON_NAME_64251]?
            
            <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responde

    … 1,970 more characters of output in the raw trajectory.

  22. 22conversations_create1

    Tool execution only — no assistant text

    conversations_createname=q4-fraud-impact, is_private=false

    Arguments

    name=q4-fraud-impact, is_private=false

    Output

    ok: true
    channel:
      id: C5908DD9A
      name: q4-fraud-impact
      is_channel: true
      is_group: false
      is_im: false
      created: 1785561832
      creator: PERSON_106452_SLACK_ID
      is_archived: false
      is_general: false
      unlinked: 0
      name_normalized: q4-fraud-impact
      is_shared: false
      is_ext_shared: false
      is_org_shared: false
      pending_shared: []
      is_pending_ext_shared: false
      is_member: true
      is_private: false
      is_mpim: false
      last_read: 1785561832.000000
      latest: null
      unread_count: 0
      unread_count_display: 0
      topic:
        value: ""
        creator: ""
        last_set: 0
      properties: {}
      purpose:
        value: ""
        creator: ""
        last_set: 0
      previous_names: []
      priority: 0
  23. 23chat_post_message1

    Tool execution only — no assistant text

    chat_post_messagechannel=C5908DD9A, text=Representative pending fraud ticket IDs reviewed: - 30121 - 20644 - 24111 - 26073

    Arguments

    channel=C5908DD9A, text=Representative pending fraud ticket IDs reviewed:
    - 30121
    - 20644
    - 24111
    - 26073

    Output

    ok: true
    channel: C5908DD9A
    ts: 1785561835.406215
    message:
      ts: 1785561835.406215
      user: PERSON_106452_SLACK_ID
      text: |
        Representative pending fraud ticket IDs reviewed:
        - 30121
        - 20644
        - 24111
        - 26073
      type: message
  24. 24{ "email_scope": "Mailbox search for fraud/unauthorized/suspicious/compromised/identity-theft terms returned roughly 20…

    {
    "email_scope": "Mailbox search for fraud/unauthorized/suspicious/compromised/identity-theft terms returned roughly 20 messages across 14 unique threads. The recurring responder was the company concierge mailbox PERSON_103561_NAME <PERSON_103561_EMAIL>; inbound senders were mostly one-off customers, plus automated/third-party alerts such as Shopify and Mastercard-related notifications. Highest-risk verified threads included: (1) "[ORGANIZATION_0001] Account Application Review - Documentation Needed" — PERSON_79905_NAME replied that the application was fraudulent and they never applied; the company replied that the application would be declined so no account opened. (2) "Help" — PERSON_95605_NAME said someone was using the account for fraudulent reasons, requested closure/statements, and later said they could not access the account email/phone. (3) "Re: [ORGANIZATION_0001] Joint Cards Application Review - Documentation Needed" — PERSON_34426_NAME said they did not register, did not know the named co-applicant, and believed their identity was being used; the company said the application was declined. (4) "Believe someone opened an account in my name" — PERSON_38398_NAME reported fraud/identity theft; the company confirmed an account had used the details but had since been closed and declined to provide account details. Other notable but lower-context items included a Shopify high-risk fraud order alert and a Mastercard compromised-card notification.",
    "support_queue": "I found 17 fraud/unauthorized/suspicious-related records marked pending in the internal conversation data, but the queue is noisy and several map to Freshdesk tickets that are already closed. I reviewed representative Freshdesk tickets that are still status=3/Pending: 30121, 20644, 24111, and 26073. Ticket 30121: subject "Unauthorized transaction"; customer user_id 9504 reported a stolen wallet and transactions not made by them; the visible history shows only the incoming customer message

    … 1,155 more characters in the raw trajectory.

  25. 25{"email_scope": "Mailbox search for fraud/unauthorized/suspicious/compromised/identity-theft terms returned roughly 20 m…

    {"email_scope": "Mailbox search for fraud/unauthorized/suspicious/compromised/identity-theft terms returned roughly 20 messages across 14 unique threads. The recurring responder was the company concierge mailbox PERSON_103561_NAME <PERSON_103561_EMAIL>; inbound senders were mostly one-off customers, plus automated/third-party alerts such as Shopify and Mastercard-related notifications. Highest-risk verified threads included: (1) "[ORGANIZATION_0001] Account Application Review - Documentation Needed" — PERSON_79905_NAME replied that the application was fraudulent and they never applied; the company replied that the application would be declined so no account opened. (2) "Help" — PERSON_95605_NAME said someone was using the account for fraudulent reasons, requested closure/statements, and later said they could not access the account email/phone. (3) "Re: [ORGANIZATION_0001] Joint Cards Application Review - Documentation Needed" — PERSON_34426_NAME said they did not register, did not know the named co-applicant, and believed their identity was being used; the company said the application was declined. (4) "Believe someone opened an account in my name" — PERSON_38398_NAME reported fraud/identity theft; the company confirmed an account had used the details but had since been closed and declined to provide account details. Other notable but lower-context items included a Shopify high-risk fraud order alert and a Mastercard compromised-card notification.", "support_queue": "I found 17 fraud/unauthorized/suspicious-related records marked pending in the internal conversation data, but the queue is noisy and several map to Freshdesk tickets that are already closed. I reviewed representative Freshdesk tickets that are still status=3/Pending: 30121, 20644, 24111, and 26073. Ticket 30121: subject "Unauthorized transaction"; customer user_id 9504 reported a stolen wallet and transactions not made by them; the visible history shows only the incoming customer message. Tic

    … 1,147 more characters in the raw trajectory.

1 failure mode across 1 verifier failures

  1. 1Wrong answerView on Failure Modes ↗Answer1 failure

    Failure evidence · per affected verifier