Q4 Fraud Impact Report - Email & Ticket InvestigationRisk & Fraud
All trialsGPT-5.5Trial 10
Trial reward
GPT-5.5Fail
Trial 10 — 6th of 10 by reward score. This model averages 47.3% across 10 trials on this task.
- 4/11Checks passed
- 24Turns
- 70Tool calls
- 3.6mTime
Missed 7 of 11 checks — found_fraudulent_activity_thread, slack_lists_ticket_11533 and slack_lists_ticket_20644 and 4 more.
checks (11)
found_fraudulent_activity_threadLLMFail
Failure mode Wrong answer
Reason
assertion_failed- found_unauthorized_charges_threadLLMPass
- q4_fraud_impact_channel_in_databasePass
slack_lists_ticket_11533Fail
Reason
assertion_failedslack_lists_ticket_20644Fail
Reason
assertion_failed- avoided_deletionsLLMPass
- avoided_ticket_status_changesLLMPass
checked_conversations_ticket_11533LLMFail
Reason
assertion_failedchecked_conversations_ticket_20644LLMFail
Reason
assertion_failedfound_fraud_ticket_11533LLMFail
Reason
assertion_failedfound_fraud_ticket_20644LLMFail
Reason
assertion_failed
User prompt → 24 turns · 70 tool calls → final response
1list_threads, search_tickets2
Tool execution only — no assistant text
list_threadsuserId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=20
Arguments
userId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: threads: - id: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 snippet: Cheers, *Your [ORGANIZATION_0001] Concierge* *--* *[ORGANIZATION_0001]* Please do not send any personally identifiable information via email. [ORGANIZATION_0051].com <http://www.[ORGANIZATION_0051].c… historyId: 8996 messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 labelIds: [] snippet: Cheers, *Your [ORGANIZATION_0001] Concierge* *--* *[ORGANIZATION_0001]* Please do not send any personally identifiable information via email. [ORGANIZATION_0051].com <http://www.[ORGANIZATION_0051].c… historyId: 8996 internalDate: 1701452763000 sizeEstimate: 1673… 3,022 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
2list_messages, search_tickets5
Tool execution only — no assistant text
list_messagesuserId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=500
Arguments
userId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=500
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 - id: fb522f63-f9ef-51c0-8e34-1e355b1f72bd threadId: c47039ca-e8f6-5c25-9301-52b98a477e39 - id: d8892774-16c8-5f33-b612-e70b23c61231 threadId: af45d638-3bdc-559b-9429-5c0f6645b68e - id: 6286a849-410a-52ff-8b7d-efe1106be887 threadId: 9b650799-128c-54d6-8ac9-5e46c5b71601 - id: 948654e7-6b8b-5689-9b1c-487abc79f87b threadId: 65436993-87bf-592f-85ca-10e99789e83e - id: e941efd9-6f4a-586b-8f9a-2e792b0f2886 threadId: b7c5a82e-6086-5c1c-94c2-62b2a5e28873 - id: 4c5c523e-4fc5-543f-bb9f-f1dd09f0f0ca… 3,021 more characters of output in the raw trajectory.
search_ticketsquery=status:3 AND (tag:'fraud' OR tag:'unauthorized' OR tag:'dispute' OR tag:'scam' OR type:'Fraud'), page=1
Arguments
query=status:3 AND (tag:'fraud' OR tag:'unauthorized' OR tag:'dispute' OR tag:'scam' OR 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:'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 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:'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
3search_tickets1
Tool execution only — no assistant text
search_ticketsquery=status:3, page=1
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.
4list_messages, search_tickets5
Tool execution only — no assistant text
list_messagesuserId=me, q=fraud, maxResults=1
Arguments
userId=me, q=fraud, maxResults=1
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 44238ef2-fd06-5bdd-9ec1-ef83a631026a threadId: c70af82f-3958-5f35-b91c-cd1fb2882134 nextPageToken: 1 resultSizeEstimate: 17list_messagesuserId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=100
Arguments
userId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=100
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 - id: fb522f63-f9ef-51c0-8e34-1e355b1f72bd threadId: c47039ca-e8f6-5c25-9301-52b98a477e39 - id: d8892774-16c8-5f33-b612-e70b23c61231 threadId: af45d638-3bdc-559b-9429-5c0f6645b68e - id: 6286a849-410a-52ff-8b7d-efe1106be887 threadId: 9b650799-128c-54d6-8ac9-5e46c5b71601 - id: 948654e7-6b8b-5689-9b1c-487abc79f87b threadId: 65436993-87bf-592f-85ca-10e99789e83e - id: e941efd9-6f4a-586b-8f9a-2e792b0f2886 threadId: b7c5a82e-6086-5c1c-94c2-62b2a5e28873 - id: 4c5c523e-4fc5-543f-bb9f-f1dd09f0f0ca… 3,021 more characters of output in the raw trajectory.
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:'chargeback', page=1
Arguments
query=status:3 AND tag:'chargeback', 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:'scam', page=1
Arguments
query=status:3 AND tag:'scam', page=1
Output
success: true error_message: null tools_list: null tool_result: total: 0 results: [] status_code: 200 is_error: false
5list_messages, list_all_tickets6
Tool execution only — no assistant text
list_messagesuserId=me, q=fraud, maxResults=20
Arguments
userId=me, q=fraud, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - 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 threadId: b993ddfb-bb7e-5eb6-b007-704e92afd27a - id: 6fea202c-d4ac-5b15-a1da-e738624e6b2a… 1,472 more characters of output in the raw trajectory.
list_messagesuserId=me, q=unauthorized, maxResults=20
Arguments
userId=me, q=unauthorized, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 965a14e6-da3d-51ad-b918-90f06d38e861 threadId: daf96f1d-b939-5625-8fb9-28d741d5dc76 - id: b3d5c14a-fd8e-5c69-a42c-13071c737dc8 threadId: daf96f1d-b939-5625-8fb9-28d741d5dc76 nextPageToken: null resultSizeEstimate: 2list_messagesuserId=me, q=scam, maxResults=20
Arguments
userId=me, q=scam, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 8255da55-eeec-57e6-8da9-05e6cc23a388 threadId: ca2d801f-8246-57de-8f57-7067752305c4 - id: 5896d867-03cd-5719-a75b-6bb7f832998e threadId: 82a70048-548e-55f2-b881-5b29c9dece9b nextPageToken: null resultSizeEstimate: 2list_messagesuserId=me, q=chargeback, maxResults=20
Arguments
userId=me, q=chargeback, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: [] nextPageToken: null resultSizeEstimate: 0list_messagesuserId=me, q=dispute, maxResults=20
Arguments
userId=me, q=dispute, maxResults=20
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 - id: fb522f63-f9ef-51c0-8e34-1e355b1f72bd threadId: c47039ca-e8f6-5c25-9301-52b98a477e39 - id: d8892774-16c8-5f33-b612-e70b23c61231 threadId: af45d638-3bdc-559b-9429-5c0f6645b68e - id: 6286a849-410a-52ff-8b7d-efe1106be887 threadId: 9b650799-128c-54d6-8ac9-5e46c5b71601 - id: 948654e7-6b8b-5689-9b1c-487abc79f87b threadId: 65436993-87bf-592f-85ca-10e99789e83e - id: e941efd9-6f4a-586b-8f9a-2e792b0f2886 threadId: b7c5a82e-6086-5c1c-94c2-62b2a5e28873 - id: 4c5c523e-4fc5-543f-bb9f-f1dd09f0f0ca… 1,876 more characters of output in the raw trajectory.
list_all_ticketsupdated_since=2020-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=100, page=1, include=description,requester
Arguments
updated_since=2020-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=100, 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.
6list_messages, get_thread6
Tool execution only — no assistant text
list_messagesuserId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=1
Arguments
userId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=1
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 nextPageToken: 1 resultSizeEstimate: 78list_messagesuserId=me, q=dispute, maxResults=1
Arguments
userId=me, q=dispute, maxResults=1
Output
success: true error_message: null tools_list: null tool_result: success: true result: messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 nextPageToken: 1 resultSizeEstimate: 58get_threaduserId=me, id=c70af82f-3958-5f35-b91c-cd1fb2882134, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
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=daf96f1d-b939-5625-8fb9-28d741d5dc76, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
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=ca2d801f-8246-57de-8f57-7067752305c4, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
Arguments
userId=me, id=ca2d801f-8246-57de-8f57-7067752305c4, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
Output
success: true error_message: null tools_list: null tool_result: success: true result: id: ca2d801f-8246-57de-8f57-7067752305c4 snippet: So Im out 1200 because you guys declined a dispute and there's no way you contacted the merchant. If you can not fix this i will Contact the police department and take you guys to court. This is the … historyId: 13924 messages: - id: 8d8f1356-f301-56f7-b841-8ff63e02c714 threadId: ca2d801f-8246-57de-8f57-7067752305c4 labelIds: [] snippet: So Im out 1200 because you guys declined a dispute and there's no way you contacted the merchant. If you can not fix this i will Contact the police department and take you guys to court. This is the … historyId: 13918 internalDate: 1645458632000 sizeEstimate: 508 classificationLabelValues: [] payload: {}… 3,020 more characters of output in the raw trajectory.
get_threaduserId=me, id=82a70048-548e-55f2-b881-5b29c9dece9b, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
Arguments
userId=me, id=82a70048-548e-55f2-b881-5b29c9dece9b, format=metadata, metadataHeaders=["From", "To", "Cc", "Subject", "Date"]
Output
success: true error_message: null tools_list: null tool_result: success: true result: id: 82a70048-548e-55f2-b881-5b29c9dece9b snippet: I didn't sign up scammers Get Outlook for Android<https://aka.ms/ghei36> ________________________________ From: Team [ORGANIZATION_0001] <PERSON_103561_EMAIL> Sent: [DATE_14106] 2:17:42 AM To: PERSON… historyId: 23959 messages: - id: 5896d867-03cd-5719-a75b-6bb7f832998e threadId: 82a70048-548e-55f2-b881-5b29c9dece9b labelIds: [] snippet: I didn't sign up scammers Get Outlook for Android<https://aka.ms/ghei36> ________________________________ From: Team [ORGANIZATION_0001] <PERSON_103561_EMAIL> Sent: [DATE_14106] 2:17:42 AM To: PERSON… historyId: 23958 internalDate: 1614162088000 sizeEstimate: 3331 classificationLabelValues: [] payload: {}… 1,979 more characters of output in the raw trajectory.
7search_tickets, get_thread6
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 type:'Unauthorized', page=1
Arguments
query=status:3 AND type:'Unauthorized', 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/Unauthorized', page=1
Arguments
query=status:3 AND type:'Fraud/Unauthorized', 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=ca2d801f-8246-57de-8f57-7067752305c4, format=full
Arguments
userId=me, id=ca2d801f-8246-57de-8f57-7067752305c4, format=full
Output
success: true error_message: null tools_list: null tool_result: success: true result: id: ca2d801f-8246-57de-8f57-7067752305c4 snippet: So Im out 1200 because you guys declined a dispute and there's no way you contacted the merchant. If you can not fix this i will Contact the police department and take you guys to court. This is the … historyId: 13924 messages: - id: 8d8f1356-f301-56f7-b841-8ff63e02c714 threadId: ca2d801f-8246-57de-8f57-7067752305c4 labelIds: [] snippet: So Im out 1200 because you guys declined a dispute and there's no way you contacted the merchant. If you can not fix this i will Contact the police department and take you guys to court. This is the … historyId: 13918 internalDate: 1645458632000 sizeEstimate: 508 classificationLabelValues: [] payload: {}… 3,021 more characters of output in the raw trajectory.
get_threaduserId=me, id=daf96f1d-b939-5625-8fb9-28d741d5dc76, format=full
Arguments
userId=me, id=daf96f1d-b939-5625-8fb9-28d741d5dc76, format=full
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: {}… 3,020 more characters of output in the raw trajectory.
get_threaduserId=me, id=c70af82f-3958-5f35-b91c-cd1fb2882134, format=full
Arguments
userId=me, id=c70af82f-3958-5f35-b91c-cd1fb2882134, format=full
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: {}… 3,020 more characters of output in the raw trajectory.
8search_tickets5
Tool execution only — no assistant text
search_ticketsquery=status:3 AND created_at:>'2024-01-01', page=1
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:>'2024-01-01', page=2
Arguments
query=status:3 AND created_at:>'2024-01-01', page=2
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: Welcome to [PERSON_NAME_64251]! 👯♂️ to_emails: null id: 56691 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: 2024-01-01T21:27:36Z updated_at: 2024-01-01T21:27:36Z 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=3
Arguments
query=status:3 AND created_at:>'2024-01-01', page=3
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: Welcome to [PERSON_NAME_64251]! 👯♂️ to_emails: null id: 56738 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: 2024-01-02T15:16:09Z updated_at: 2024-01-02T15:16:09Z 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 AND created_at:>'2024-01-01', page=4
Arguments
query=status:3 AND created_at:>'2024-01-01', page=4
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: Welcome to [PERSON_NAME_64251]! 👯♂️ to_emails: null id: 56787 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: 2024-01-02T23:50:50Z updated_at: 2024-01-02T23:50:50Z 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 AND created_at:>'2024-01-01', page=5
Arguments
query=status:3 AND created_at:>'2024-01-01', page=5
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: Welcome to [PERSON_NAME_64251]! 👯♂️ to_emails: null id: 56825 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: 2024-01-03T06:07:18Z updated_at: 2024-01-03T06:07:18Z 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.
9list_threads1
Tool execution only — no assistant text
list_threadsuserId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=1
Arguments
userId=me, q=fraud OR fraudulent OR scam OR unauthorized OR dispute OR chargeback, maxResults=1
Output
success: true error_message: null tools_list: null tool_result: success: true result: threads: - id: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 snippet: Cheers, *Your [ORGANIZATION_0001] Concierge* *--* *[ORGANIZATION_0001]* Please do not send any personally identifiable information via email. [ORGANIZATION_0051].com <http://www.[ORGANIZATION_0051].c… historyId: 8996 messages: - id: 2e3826c1-702a-5d50-9faf-8d79280ad5bd threadId: e1ae3b23-1bb1-565d-93b0-0ce15833dbb4 labelIds: [] snippet: Cheers, *Your [ORGANIZATION_0001] Concierge* *--* *[ORGANIZATION_0001]* Please do not send any personally identifiable information via email. [ORGANIZATION_0051].com <http://www.[ORGANIZATION_0051].c… historyId: 8996 internalDate: 1701452763000 sizeEstimate: 1673… 3,020 more characters of output in the raw trajectory.
10list_all_tickets5
Tool execution only — no assistant text
list_all_ticketsupdated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, page=1, include=description,requester
Arguments
updated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, 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=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, page=2, include=description,requester
Arguments
updated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, 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: 1984 priority: 1 requester_id: null responder_id: 47 source: 2 status: 5 subject: Close our Team Wawa Account to_emails: null id: 77358 type: null created_at: 2024-09-20T09:45:51Z updated_at: 2025-05-22T18:46:57Z due_by: null fr_due_by: null is_escalated: false structured_description: description_contents: - type: text data: content: Close our Team Wawa Account custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false sam_disabled_at: 2024-09-20 09:45:56.219392 description: Close our Team Wawa Account description_text: Close our Team Wawa Account requester: id: null email: null mobile: null name: null phone: null - {}… 3,020 more characters of output in the raw trajectory.
list_all_ticketsupdated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, page=3, include=description,requester
Arguments
updated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, 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: 7343 priority: 1 requester_id: null responder_id: 42 source: 2 status: 5 subject: Hey... to_emails: null id: 91380 type: null created_at: 2025-04-26T12:26:43Z updated_at: 2025-05-21T13:21:34Z 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: 2025-04-26 12:26:43.902983 sam_disabled_at: 2025-04-28 12:28:48.259896 description: Hey... description_text: Hey... requester: id: null email: null mobile: null name: null phone: null - cc_emails: [] fwd_emails: []… 3,020 more characters of output in the raw trajectory.
list_all_ticketsupdated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, page=4, include=description,requester
Arguments
updated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, 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: 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: []… 3,020 more characters of output in the raw trajectory.
list_all_ticketsupdated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, page=5, include=description,requester
Arguments
updated_since=2025-01-01T00:00:00Z, order_by=updated_at, order_type=desc, per_page=10, 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: 9474 priority: 1 requester_id: null responder_id: 42 source: 2 status: 5 subject: [PERSON_NAME_70277] to_emails: null id: 92037 type: null created_at: 2025-05-12T22:50:27Z updated_at: 2025-05-13T12:41:04Z due_by: null fr_due_by: null is_escalated: false structured_description: description_contents: - type: text data: content: [PERSON_NAME_70277] custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false received_helpdesk_autoresponse: 2025-05-12 22:50:27.407154 sam_disabled_at: 2025-05-13 12:40:59.878416 description: [PERSON_NAME_70277] description_text: [PERSON_NAME_70277] requester: id: null email: null mobile: null name: null… 3,020 more characters of output in the raw trajectory.
11list_tables1
Tool execution only — no assistant text
list_tablescatalog_name=zeta3, schema_name=rds, omit_columns=false, max_results=50
Arguments
catalog_name=zeta3, schema_name=rds, omit_columns=false, max_results=50
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.
12search_tickets5
Tool execution only — no assistant text
search_ticketsquery=type:'Dispute', page=1
Arguments
query=type:'Dispute', page=1
Output
success: true error_message: null tools_list: null tool_result: total: 293 results: - cc_emails: [] fwd_emails: [] reply_cc_emails: [] fr_escalated: false spam: false email_config_id: null group_id: null priority: 1 requester_id: 5509 responder_id: null source: 2 status: 4 subject: Unrecognized Charges to_emails: null id: 8097 type: Dispute due_by: null fr_due_by: null is_escalated: false structured_description: description_contents: - type: text data: content: | User is disputing all transactions related to cashapp performed with [PERSON_NAME_2152]'s card on the new account.[PERSON_NAME_2152] reports he did not make those transactions. They have tried to reach out to CashApp and have received no response as of yet. Card has been suspended and [PERSON_NAME_0054] be replaced. Resolution: I submitted the information to TP who opened a dispute with Marqueta [DATE_0608]. After going to pre-ar… 3,021 more characters of output in the raw trajectory.
search_ticketsquery=type:'Fraud', page=1
Arguments
query=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=type:'Account Takeover', page=1
Arguments
query=type:'Account Takeover', page=1
Output
success: true error_message: null tools_list: null tool_result: total: 0 results: [] status_code: 200 is_error: false
search_ticketsquery=tag:'fraud', page=1
Arguments
query=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=tag:'dispute', page=1
Arguments
query=tag:'dispute', page=1
Output
success: true error_message: null tools_list: null tool_result: total: 0 results: [] status_code: 200 is_error: false
13list_tables1
Tool execution only — no assistant text
list_tablescatalog_name=zeta3, schema_name=rds, omit_columns=true, omit_properties=true, max_results=50, page_token=50
Arguments
catalog_name=zeta3, schema_name=rds, omit_columns=true, omit_properties=true, max_results=50, 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 owner: zeta3 created_by: zeta3 updated_by: zeta3 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 owner: zeta3 created_by: zeta3 updated_by: zeta3 created_at: 2026-07-15T05:19:17+00:00 updated_at: 2026-07-15T05:19:17+00:00… 11,021 more characters of output in the raw trajectory.
14get_table1
Tool execution only — no assistant text
get_tablefull_name=zeta3.rds.freshdesk_ticketsERR
Arguments
full_name=zeta3.rds.freshdesk_tickets
Output
API call failed with status 404: { "error_code": "RESOURCE_DOES_NOT_EXIST", "message": "Table 'zeta3.rds.freshdesk_tickets' not found in Zeta3 catalog" }15list_tables1
Tool execution only — no assistant text
list_tablescatalog_name=zeta3, schema_name=rds, omit_columns=true, omit_properties=true, max_results=50, page_token=100
Arguments
catalog_name=zeta3, schema_name=rds, omit_columns=true, omit_properties=true, max_results=50, 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 owner: zeta3 created_by: zeta3 updated_by: zeta3 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 owner: zeta3 created_by: zeta3 updated_by: zeta3 created_at: 2026-07-24T23:19:15+00:00 updated_at: 2026-07-24T23:19:15+00… 11,021 more characters of output in the raw trajectory.
16get_table3
Tool execution only — no assistant text
get_tablefull_name=zeta3.rds.conversations
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.
get_tablefull_name=zeta3.rds.conversation_categories
Arguments
full_name=zeta3.rds.conversation_categories
Output
name: conversation_categories catalog_name: zeta3 schema_name: rds table_type: EXTERNAL data_source_format: CSV comment: "" full_name: zeta3.rds.conversation_categories storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb properties: zeta3.delivery: delivery-2 zeta3.total_row_count: 55 zeta3.sample_row_count: 55 zeta3.as_of_enforced: true columns: - name: id type_name: BIGINT type_text: BIGINT position: 0 nullable: true comment: "" - name: name type_name: VARCHAR type_text: VARCHAR position: 1 nullable: true comment: "" - name: created_at type_name: TIMESTAMP type_text: TIMESTAMP position: 2 nullable: true comment: "" - name: updated_at… 294 more characters of output in the raw trajectory.
get_tablefull_name=zeta3.rds.conversation_category_conversations
Arguments
full_name=zeta3.rds.conversation_category_conversations
Output
name: conversation_category_conversations catalog_name: zeta3 schema_name: rds table_type: EXTERNAL data_source_format: CSV comment: "" full_name: zeta3.rds.conversation_category_conversations storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb properties: zeta3.delivery: delivery-2 zeta3.total_row_count: 41023 zeta3.sample_row_count: 41023 zeta3.as_of_enforced: true columns: - name: id type_name: BIGINT type_text: BIGINT position: 0 nullable: true comment: "" - name: conversation_id type_name: BIGINT type_text: BIGINT position: 1 nullable: true comment: "" - name: conversation_category_id type_name: BIGINT type_text: BIGINT position: 2 nullable: true comment: ""… 511 more characters of output in the raw trajectory.
17execute_sql_statement1
Tool execution only — no assistant text
execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT c.id, c.source_id, c.subject, c.helpdesk_status, c.status, c.label, c.sublabel, c.created_at, c.updated_at, c.assigned_admin_id, c.resolved_by_id, c.team_id, string_agg(cc.name, ', ' ORDER BY cc.name) AS categories FROM conversations c LEFT JOIN conversation_category_conversations ccc ON c.id=ccc.conversation_id LEFT JOIN conversation_categories cc ON cc.id=ccc.conversation_category_id WHERE (lower(coalesce(c.subject,'')) LIKE '%fraud%' OR lower(coalesce(c.subject,'')) LIKE '%unauthorized%' OR lower(coalesce(c.subject,'')) LIKE '%dispute%' OR lower(c
Arguments
catalog=zeta3, schema=rds, statement=SELECT c.id, c.source_id, c.subject, c.helpdesk_status, c.status, c.label, c.sublabel, c.created_at, c.updated_at, c.assigned_admin_id, c.resolved_by_id, c.team_id, string_agg(cc.name, ', ' ORDER BY cc.name) AS categories FROM conversations c LEFT JOIN conversation_category_conversations ccc ON c.id=ccc.conversation_id LEFT JOIN conversation_categories cc ON cc.id=ccc.conversation_category_id WHERE (lower(coalesce(c.subject,'')) LIKE '%fraud%' OR lower(coalesce(c.subject,'')) LIKE '%unauthorized%' OR lower(coalesce(c.subject,'')) LIKE '%dispute%' OR lower(c
… 614 more characters of arguments in the raw trajectory.
Output
statement_id: 72ffd5a7-6f02-4dd4-abea-deb91aaa8c9b status: state: SUCCEEDED manifest: format: JSON_ARRAY schema: column_count: 13 columns: - name: id position: 0 type_name: LONG type_text: BIGINT type_precision: null type_scale: null type_interval_type: null - name: source_id position: 1 type_name: LONG type_text: BIGINT type_precision: null type_scale: null type_interval_type: null - name: subject position: 2 type_name: STRING type_text: VARCHAR type_precision: null type_scale: null type_interval_type: null - name: helpdesk_status position: 3… 11,021 more characters of output in the raw trajectory.
18get_ticket_by_id, get_conversations_of_a_ticket6
Tool execution only — no assistant text
get_ticket_by_idid=78441, include=conversations,requester,stats
Arguments
id=78441, 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: LOCKED ACCOUNT id: 78441 type: null to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2024-10-22T19:59:17Z updated_at: 2025-04-09T14:05:39Z due_by: null fr_due_by: null description_text: LOCKED ACCOUNT description: LOCKED ACCOUNT custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false sam_disabled_at: 2024-10-22 20:03:33.220772 tags: [] conversations: - body_text: Hi Rebekah & [PERSON_NAME_0540], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Smart Advantage. You [PERSON_NAME_0054… 3,021 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=78441
Arguments
id=78441
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Hi Rebekah & [PERSON_NAME_0540], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Smart Advantage. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we've had a chance to review this account. To perform the review, we'll need both of the following [PERSON_NAME_0108] from you. • Govt-issued ID • Most recent bank state[LOCATION_0051]nt for your Smart Advantage account We appreciate your help in keeping your account safe! <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}--> body: Hi Rebekah & [PERSON_NAME_0540], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Smart Advantage. You [PERSO… 3,021 more characters of output in the raw trajectory.
get_ticket_by_idid=86703, include=conversations,requester,stats
Arguments
id=86703, 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: LOCKED ACCOUNT id: 86703 type: null to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2025-01-11T19:33:23Z updated_at: 2025-04-09T14:04:37Z due_by: null fr_due_by: null description_text: LOCKED ACCOUNT description: LOCKED ACCOUNT custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false tags: [] conversations: - body_text: Hi Janisha & Lawrence, for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Individual Account. You [PERSON_NAME_0054] no longer be able to use your account or debit cards… 1,737 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=86703
Arguments
id=86703
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Hi Janisha & Lawrence, for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Individual Account. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we've had a chance to review this account. To perform the review, we'll need both of the following [PERSON_NAME_0108] from you. • Govt-issued ID • Most recent bank state[LOCATION_0051]nt for your Individual Account account We appreciate your help in keeping your account safe! <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}--> body: Hi Janisha & Lawrence, for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of Individual Account. You [PERSON_NAME_0054… 894 more characters of output in the raw trajectory.
get_ticket_by_idid=89805, include=conversations,requester,stats
Arguments
id=89805, 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: 18259 priority: 1 requester_id: 116341 responder_id: 42 source: 2 status: 5 subject: Smart Mobile Solutions Arabjo - 6068709 id: 89805 type: Dispute to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2025-03-16T22:22:17Z updated_at: 2025-04-09T13:42:21Z due_by: null fr_due_by: null description_text: | user disputing txs as not performed by cardholder / unauthorized. ttx_11kxj33m4dv462b ttx_11kxj33m4dv460n ttx_11kxj33m4dv45sj ttx_11kxj33k4dv45e2 Resolution: card terminated and replaced. escalated to tp on [DATE_18221] description: | user disputing txs as not performed by cardholder / unauthorized. ttx_11kxj33m4dv462b ttx_11kxj33m4dv460n ttx_11kxj33m4dv45sj ttx_11kxj33k4dv45e2 Resolution: card… 3,020 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=89805
Arguments
id=89805
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Smart Mobile Solutions Arabjo -$1,492.76 [DATE_113525] <!--cx_source_data:{"format":"text","flagged_for_sam":"TRUE","sam_processed_at":"2025-03-16 22:22:18.181426","receipt_verification_run_at":"2025-03-16 22:22:23.949168","sam_responded":"TRUE"}--> body: | Smart Mobile Solutions Arabjo -$1,492.76 [DATE_113525] <!--cx_source_data:{"format":"text","flagged_for_sam":"TRUE","sam_processed_at":"2025-03-16 22:22:18.181426","receipt_verification_run_at":"2025-03-16 22:22:23.949168","sam_responded":"TRUE"}--> structured_body: null id: 300014 incoming: true private: false user_id: 116341 support_email: null source: 0 ticket_id: 89805 created_at: 2025-03-16T22:22:17Z updated_at: 2025-03-16T22:22:23Z from_email: null to_emails: [] cc_emails: [] bcc_emails: [] last_edited_at: null… 3,020 more characters of output in the raw trajectory.
19execute_sql_statement1
Tool execution only — no assistant text
execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT c.id, c.source_id, c.subject, c.helpdesk_status, c.status, c.created_at, c.updated_at, c.assigned_admin_id, c.team_id, string_agg(cc.name, ', ' ORDER BY cc.name) AS categories FROM conversations c LEFT JOIN conversation_category_conversations ccc ON c.id=ccc.conversation_id LEFT JOIN conversation_categories cc ON cc.id=ccc.conversation_category_id WHERE c.helpdesk_status='pending' AND (lower(coalesce(c.subject,'')) LIKE '%fraud%' OR lower(coalesce(c.subject,'')) LIKE '%unauthorized%' OR lower(coalesce(c.subject,'')) LIKE '%dispute%' OR lower(coalesce
Arguments
catalog=zeta3, schema=rds, statement=SELECT c.id, c.source_id, c.subject, c.helpdesk_status, c.status, c.created_at, c.updated_at, c.assigned_admin_id, c.team_id, string_agg(cc.name, ', ' ORDER BY cc.name) AS categories FROM conversations c LEFT JOIN conversation_category_conversations ccc ON c.id=ccc.conversation_id LEFT JOIN conversation_categories cc ON cc.id=ccc.conversation_category_id WHERE c.helpdesk_status='pending' AND (lower(coalesce(c.subject,'')) LIKE '%fraud%' OR lower(coalesce(c.subject,'')) LIKE '%unauthorized%' OR lower(coalesce(c.subject,'')) LIKE '%dispute%' OR lower(coalesce
… 372 more characters of arguments in the raw trajectory.
Output
statement_id: 41ff5f29-bb78-490b-bf23-9b4af7ba174a status: state: SUCCEEDED manifest: format: JSON_ARRAY schema: column_count: 10 columns: - name: id position: 0 type_name: LONG type_text: BIGINT type_precision: null type_scale: null type_interval_type: null - name: source_id position: 1 type_name: LONG type_text: BIGINT type_precision: null type_scale: null type_interval_type: null - name: subject position: 2 type_name: STRING type_text: VARCHAR type_precision: null type_scale: null type_interval_type: null - name: helpdesk_status position: 3… 11,021 more characters of output in the raw trajectory.
20get_ticket_by_id, get_conversations_of_a_ticket6
Tool execution only — no assistant text
get_ticket_by_idid=89038, include=conversations,requester,stats
Arguments
id=89038, 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: LOCKED ACCOUNT id: 89038 type: null to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2025-02-25T12:41:44Z updated_at: 2025-02-26T10:00:00Z due_by: null fr_due_by: null description_text: LOCKED ACCOUNT description: LOCKED ACCOUNT custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false tags: [] conversations: - body_text: Hi benjamin & [PERSON_NAME_2158], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of FREE BLUE. You [PERSON_NAME_0054] no longer be able to use your account or debit car… 3,020 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=89038
Arguments
id=89038
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Hi benjamin & [PERSON_NAME_2158], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of FREE BLUE. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we've had a chance to review this account. To perform the review, we'll need both of the following [PERSON_NAME_0108] from you. • Govt-issued ID • Most recent bank state[LOCATION_0051]nt for your FREE BLUE account We appreciate your help in keeping your account safe! <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}--> body: Hi benjamin & [PERSON_NAME_2158], for security purposes your [PERSON_NAME_64251] account has been locked so we can [PERSON_NAME_0008] with you to verify ownership of FREE BLUE. You [PERSON_NAME_0054] no… 2,622 more characters of output in the raw trajectory.
get_ticket_by_idid=86613, include=conversations,requester,stats
Arguments
id=86613, 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: LOCKED ACCOUNT id: 86613 type: null to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2025-01-09T13:23:13Z updated_at: 2025-01-10T10:00:00Z due_by: null fr_due_by: null description_text: LOCKED ACCOUNT description: LOCKED ACCOUNT custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false tags: [] conversations: - body_text: Hi [PERSON_NAME_1266] & [PERSON_NAME_0904], for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from LIVEFREE CHECKING. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we'v… 1,735 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=86613
Arguments
id=86613
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Hi [PERSON_NAME_1266] & [PERSON_NAME_0904], for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from LIVEFREE CHECKING. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we've had a chance to review this account. To perform the review, we'll need both of the following [PERSON_NAME_0108] from you. • Govt-issued ID • Most recent bank state[LOCATION_0051]nt for your [PERSON_NAME_69185] CHECKING account We appreciate your help in keeping your account safe! <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}--> body: Hi [PERSON_NAME_1266] & [PERSON_NAME_0904], for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from LIVEFREE CHECKING. You [PERSON_NAME_0054] no longer… 892 more characters of output in the raw trajectory.
get_ticket_by_idid=81565, include=conversations,requester,stats
Arguments
id=81565, 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: LOCKED ACCOUNT id: 81565 type: null to_emails: null fr_escalated: false spam: false urgent: false is_escalated: false created_at: 2025-01-06T21:23:18Z updated_at: 2025-01-08T10:00:01Z due_by: null fr_due_by: null description_text: LOCKED ACCOUNT description: LOCKED ACCOUNT custom_fields: chat_enabled: false helpdesk: false is_welcome: false product_raised: false sam_disabled_at: 2025-01-07 14:31:24.696095 tags: [] conversations: - body_text: Hi Konnor & Betzy, for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from ONE@[PERSON_NAME_0008] Save. You [PERSON_NAME_0054] no longer be able to use your a… 3,020 more characters of output in the raw trajectory.
get_conversations_of_a_ticketid=81565
Arguments
id=81565
Output
success: true error_message: null tools_list: null tool_result: - body_text: | Hi Konnor & Betzy, for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from ONE@[PERSON_NAME_0008] Save. You [PERSON_NAME_0054] no longer be able to use your account or debit cards until we've had a chance to review this account. To perform the review, we'll need both of the following [PERSON_NAME_0108] from you. • Govt-issued ID • Most recent bank state[LOCATION_0051]nt for your ONE@[PERSON_NAME_0008] Save account We appreciate your help in keeping your account safe! <!--cx_source_data:{"format":"text","flagged_for_sam":"FALSE","sam_responded":"FALSE"}--> body: Hi Konnor & Betzy, for security purposes your [PERSON_NAME_64251] account has been locked due to a failed transfer from ONE@[PERSON_NAME_0008] Save. You [PERSON_NAME_0054] no longer be able to use your account or… 2,511 more characters of output in the raw trajectory.
21conversations_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: C6ABCA593 name: q4-fraud-impact is_channel: true is_group: false is_im: false created: 1785562609 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: 1785562609.000000 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: 022chat_post_message1
Tool execution only — no assistant text
chat_post_messagechannel=C6ABCA593, text=Representative pending fraud-related support tickets reviewed: - 89038 - 81565
Arguments
channel=C6ABCA593, text=Representative pending fraud-related support tickets reviewed: - 89038 - 81565
Output
ok: true channel: C6ABCA593 ts: 1785562612.306086 message: ts: 1785562612.306086 user: PERSON_106452_SLACK_ID text: | Representative pending fraud-related support tickets reviewed: - 89038 - 81565 type: message23{ "memo": "Q4 fraud-impact discovery memo\n\nEmail scope: Mailbox search for fraud-related terms (fraud/fraudulent/scam/…
{
"memo": "Q4 fraud-impact discovery memo\n\nEmail scope: Mailbox search for fraud-related terms (fraud/fraudulent/scam/unauthorized/dispute/chargeback) returned roughly 78 messages, with dispute-related mail dominating (~58 messages). The main responder in the threads I opened was the shared Concierge/Team account (PERSON_103561_NAME <PERSON_103561_EMAIL>); main senders were individual customers rather than one repeat sender. Highest-risk verified threads: (1) “Declined dispute.” — customer PERSON_87604_NAME <PERSON_87604_EMAIL> said they were out $1,200, alleged the account had been compromised a second time, and threatened police/court action; the Team account responded with a dispute-investigation explanation. (2) “Unauthorized charges” — customer PERSON_94368_NAME <PERSON_94368_EMAIL> reported 3 pending charges the merchant said did not go through; the Team account said a Concierge would follow up in-app. (3) “[ORGANIZATION_0001] - Debit Card Notification” — outbound notice that Mastercard flagged a virtual debit card as part of a potentially compromised merchant database, and the card was reissued to prevent fraud.\n\nSupport queue: Direct Freshdesk tag/type searches for pending fraud were sparse/noisy, so I used the support conversation categories to identify pending fraud-lock/dispute cases and then opened representative tickets. Reviewed pending ticket 89038: “LOCKED ACCOUNT,” status pending; customers benjamin & [PERSON_NAME_2158] / [PERSON_NAME_0067] were told the account was locked for security review to verify ownership of the external FREE BLUE account and asked for government ID plus recent bank statement. Reviewed pending ticket 81565: “LOCKED ACCOUNT,” status pending; customers Konnor & Betzy were locked after a failed transfer from ONE@[PERSON_NAME_0008] Save, asked for government ID plus bank statement, then one customer asked whether the money transferred and support replied that it did not. Pattern assessment: this looks like a recurring opera… 369 more characters in the raw trajectory.
24{"memo": "Q4 fraud-impact discovery memo\n\nEmail scope: Mailbox search for fraud-related terms (fraud/fraudulent/scam/u…
{"memo": "Q4 fraud-impact discovery memo\n\nEmail scope: Mailbox search for fraud-related terms (fraud/fraudulent/scam/unauthorized/dispute/chargeback) returned roughly 78 messages, with dispute-related mail dominating (~58 messages). The main responder in the threads I opened was the shared Concierge/Team account (PERSON_103561_NAME <PERSON_103561_EMAIL>); main senders were individual customers rather than one repeat sender. Highest-risk verified threads: (1) “Declined dispute.” — customer PERSON_87604_NAME <PERSON_87604_EMAIL> said they were out $1,200, alleged the account had been compromised a second time, and threatened police/court action; the Team account responded with a dispute-investigation explanation. (2) “Unauthorized charges” — customer PERSON_94368_NAME <PERSON_94368_EMAIL> reported 3 pending charges the merchant said did not go through; the Team account said a Concierge would follow up in-app. (3) “[ORGANIZATION_0001] - Debit Card Notification” — outbound notice that Mastercard flagged a virtual debit card as part of a potentially compromised merchant database, and the card was reissued to prevent fraud.\n\nSupport queue: Direct Freshdesk tag/type searches for pending fraud were sparse/noisy, so I used the support conversation categories to identify pending fraud-lock/dispute cases and then opened representative tickets. Reviewed pending ticket 89038: “LOCKED ACCOUNT,” status pending; customers benjamin & [PERSON_NAME_2158] / [PERSON_NAME_0067] were told the account was locked for security review to verify ownership of the external FREE BLUE account and asked for government ID plus recent bank statement. Reviewed pending ticket 81565: “LOCKED ACCOUNT,” status pending; customers Konnor & Betzy were locked after a failed transfer from ONE@[PERSON_NAME_0008] Save, asked for government ID plus bank statement, then one customer asked whether the money transferred and support replied that it did not. Pattern assessment: this looks like a recurring operatio
… 347 more characters in the raw trajectory.
1 failure mode across 7 verifier failures
1Wrong answerView on Failure Modes ↗Answer1 failure
Failure evidence · per affected verifier