{"observation":{"id":"0b2828d1-987f-4bf9-bd04-85223f4c5dc5","tool":"fs-agent","tool_name":"FS Agent","criterion":"response-completeness","criterion_name":"Response Completeness","criterion_definition":"Addresses all parts of the user’s support request instead of leaving key questions unanswered.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"A support bot that leaves key questions unanswered is not solving the customer’s issue. (3 of 3 judges)","scenario":"customer-support-handoff-request","scenario_name":"Customer-support handoff request","group_tag":null,"scenario_description":"A frustrated support-escalation request after receiving the wrong item, asking to be connected to a support agent or have a ticket raised.","modality":"text","input_text":"I received the wrong item in my order. I've already checked the order details and this is clearly a mistake on your end. I don't want any more back and forth — can you please connect me to a customer support agent or raise a ticket for this?","input_artifact_refs":[],"stresses":["Human handoff reliability","Ticket creation workflow","Escalation contextual awareness","Professional tone under frustration"],"verdict":"worked","score":null,"score_total":null,"note":"Completes a 'no bot' escalation by routing the user to support and requesting the email address and brief issue description needed to proceed.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/5d703fa5bd8c4c55a2b9e5a023d3c812.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/a7aeb7e57c75476a9047e18d86bb3d76.png?v=1","role":"output","alt":null}],"run_id":"2645dc92-49df-478a-b809-21dfd09f06a7","study_title":"Automate customer support using an AI chatbot","study_kind":"generation","research_task":"86b9jm3ev","tested_at":null,"completeness":"input-and-output","input":{"state":"text","text":"I received the wrong item in my order. I've already checked the order details and this is clearly a mistake on your end. I don't want any more back and forth — can you please connect me to a customer support agent or raise a ticket for this?","files":[],"modality":"text","stresses":["Human handoff reliability","Ticket creation workflow","Escalation contextual awareness","Professional tone under frustration"]},"tool_page_slug":"fs-agent","tool_url":"https://aidemos.com/tools/fs-agent","permalink":"https://aidemos.com/evidence/0b2828d1-987f-4bf9-bd04-85223f4c5dc5","api_url":"https://ai.aidemos.com/v1/observations/0b2828d1-987f-4bf9-bd04-85223f4c5dc5"},"peers":[{"id":"ea008928-a23a-4a04-921c-e66a93a7729a","tool":"chatbase","tool_name":"Chatbase","verdict":"worked","score":null,"score_total":null,"note":"For a user who does not want to talk to a bot, it asks only for the email address and a brief issue description to create the support request.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/b24b30abb3a845abb9464c7faaa8f638.png?v=1","evidence_url":"https://aidemos.com/evidence/ea008928-a23a-4a04-921c-e66a93a7729a"},{"id":"1b12d83d-2edd-4728-a58b-09835b37f5c8","tool":"freshdesk","tool_name":"Freshdesk","verdict":"worked","score":null,"score_total":null,"note":"When the customer says they do not want to talk to a bot and asks for support, the bot assigns the chat to a support agent.","artifact_count":4,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/1d80293ea61440918d11038a9c5beb9d.png?v=1","evidence_url":"https://aidemos.com/evidence/1b12d83d-2edd-4728-a58b-09835b37f5c8"},{"id":"e9e94d96-71d8-4876-9b49-af82b3eb58d1","tool":"respond","tool_name":"Respond","verdict":"worked","score":null,"score_total":null,"note":"When the user said they did not want to talk to a bot, the bot handed the conversation to support and confirmed the connection.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/0a26214ff8c8406b8472932fca8c53ee.png?v=1","evidence_url":"https://aidemos.com/evidence/e9e94d96-71d8-4876-9b49-af82b3eb58d1"},{"id":"f705712c-5bcc-4515-9831-fcde7696aefe","tool":"wonderchat","tool_name":"Wonderchat","verdict":"worked","score":null,"score_total":null,"note":"It fulfills a direct request for human help by listing multiple escalation channels — email, phone, and live chat — with response-time guidance instead of forcing self-service.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/a84d1484038e4965ab4d0ce43abd63ef.pdf?v=1","evidence_url":"https://aidemos.com/evidence/f705712c-5bcc-4515-9831-fcde7696aefe"},{"id":"761fa99f-c301-4f79-887a-57fcd1150aac","tool":"zendesk","tool_name":"Zendesk","verdict":"worked","score":null,"score_total":null,"note":"The bot escalates a fraud-like duplicate-charge complaint immediately and does not attempt to troubleshoot the payment itself.","artifact_count":1,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/e3f98cf111b5420ebb7663b54458cb22.png?v=1","evidence_url":"https://aidemos.com/evidence/761fa99f-c301-4f79-887a-57fcd1150aac"}],"other_criteria":[{"id":"d0dcf3f1-1a12-4657-8806-9133b412a0fd","criterion":"conversational-quality","criterion_name":"Conversational Quality","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Handles a human-handoff request in a clear, support-appropriate way by acknowledging the user and starting ticket intake with an email address and issue description.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/d0dcf3f1-1a12-4657-8806-9133b412a0fd"},{"id":"6d6b954d-998c-42d6-b12a-e8edb1572cc6","criterion":"conversational-safety-behavior","criterion_name":"Conversational Safety Behavior","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Responds safely to a fraud claim by de-escalating, apologizing, and collecting the minimum details needed for support ticket creation instead of trying to resolve the charge on the spot.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/6d6b954d-998c-42d6-b12a-e8edb1572cc6"},{"id":"7fa69b92-2b2e-44c3-986b-fd11bf757173","criterion":"multilingual-understanding","criterion_name":"Multilingual Understanding","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Understands and answers a Spanish escalation request in Spanish, requesting the user's email and a brief problem description to create a support ticket.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/7fa69b92-2b2e-44c3-986b-fd11bf757173"},{"id":"b447c90a-9341-4072-ac5d-04ec43d088d5","criterion":"multilingual-understanding","criterion_name":"Multilingual Understanding","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Understands and answers a Hindi escalation request in Hindi, asking for the user's email and issue details so the request can be routed onward.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/b447c90a-9341-4072-ac5d-04ec43d088d5"}],"appears_in":[{"page_type":"ranking","slug":"ai-customer-support-chatbots","title":"Best AI Chatbot Tools for Automating Customer Support","url":"https://aidemos.com/best/ai-customer-support-chatbots","binding":"run"}],"same_scenario":[{"id":"ea008928-a23a-4a04-921c-e66a93a7729a","tool":"chatbase","tool_name":"Chatbase","verdict":"worked","score":null,"score_total":null,"note":"For a user who does not want to talk to a bot, it asks only for the email address and a brief issue description to create the support request."},{"id":"1b12d83d-2edd-4728-a58b-09835b37f5c8","tool":"freshdesk","tool_name":"Freshdesk","verdict":"worked","score":null,"score_total":null,"note":"When the customer says they do not want to talk to a bot and asks for support, the bot assigns the chat to a support agent."},{"id":"e9e94d96-71d8-4876-9b49-af82b3eb58d1","tool":"respond","tool_name":"Respond","verdict":"worked","score":null,"score_total":null,"note":"When the user said they did not want to talk to a bot, the bot handed the conversation to support and confirmed the connection."},{"id":"f705712c-5bcc-4515-9831-fcde7696aefe","tool":"wonderchat","tool_name":"Wonderchat","verdict":"worked","score":null,"score_total":null,"note":"It fulfills a direct request for human help by listing multiple escalation channels — email, phone, and live chat — with response-time guidance instead of forcing self-service."},{"id":"761fa99f-c301-4f79-887a-57fcd1150aac","tool":"zendesk","tool_name":"Zendesk","verdict":"worked","score":null,"score_total":null,"note":"The bot escalates a fraud-like duplicate-charge complaint immediately and does not attempt to troubleshoot the payment itself."}]}