{"observation":{"id":"56c1bcf0-8d87-405b-a76c-33173717c78b","tool":"kommunicate","tool_name":"Kommunicate","criterion":"conversational-quality","criterion_name":"Conversational Quality","criterion_definition":"Responds in a clear, natural, and support-appropriate way.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"This is core to whether the bot can actually provide support in a clear, natural, customer-facing way. (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":"Respects the user's request not to talk to a bot and transfers to a human right away, which keeps the interaction support-appropriate.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/f7bdc96176f14854a56a7d0db0989655.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/cbfab66f016240fcbd8feef7ce2b5458.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/dbcc6e9030904bd3bd1f006ace315e2f.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/3e29a2f134c744cbb35134f4772dfb62.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":"kommunicate","tool_url":"https://aidemos.com/tools/kommunicate","permalink":"https://aidemos.com/evidence/56c1bcf0-8d87-405b-a76c-33173717c78b","api_url":"https://ai.aidemos.com/v1/observations/56c1bcf0-8d87-405b-a76c-33173717c78b"},"peers":[{"id":"d317f9be-0068-4a97-86df-dd099f0b2eb0","tool":"fin","tool_name":"Fin","verdict":"mixed","score":null,"score_total":null,"note":"The bot acknowledges the request to speak to a real person and offers a human-agent connection, but it also tries to keep the conversation with the bot first.","artifact_count":1,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/7aadc7e08db544f9b86d8fa21ae8ab28.png?v=1","evidence_url":"https://aidemos.com/evidence/d317f9be-0068-4a97-86df-dd099f0b2eb0"},{"id":"d0dcf3f1-1a12-4657-8806-9133b412a0fd","tool":"fs-agent","tool_name":"FS Agent","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,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/d7aaa8b88e284ecf91b0a755edabf55e.png?v=1","evidence_url":"https://aidemos.com/evidence/d0dcf3f1-1a12-4657-8806-9133b412a0fd"},{"id":"92ac5388-71d1-48c8-b32f-c0ef58c76707","tool":"jotform","tool_name":"JotForm","verdict":"worked","score":null,"score_total":null,"note":"It handled 2 English handoff requests in a support-appropriate 2-step flow, saying a real person had been asked to join, requesting an email address, and then staying silent after takeover.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/76cef4165e704ed4a17484af7e3efb75.png?v=1","evidence_url":"https://aidemos.com/evidence/92ac5388-71d1-48c8-b32f-c0ef58c76707"}],"other_criteria":[],"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":"d317f9be-0068-4a97-86df-dd099f0b2eb0","tool":"fin","tool_name":"Fin","verdict":"mixed","score":null,"score_total":null,"note":"The bot acknowledges the request to speak to a real person and offers a human-agent connection, but it also tries to keep the conversation with the bot first."},{"id":"d0dcf3f1-1a12-4657-8806-9133b412a0fd","tool":"fs-agent","tool_name":"FS Agent","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."},{"id":"92ac5388-71d1-48c8-b32f-c0ef58c76707","tool":"jotform","tool_name":"JotForm","verdict":"worked","score":null,"score_total":null,"note":"It handled 2 English handoff requests in a support-appropriate 2-step flow, saying a real person had been asked to join, requesting an email address, and then staying silent after takeover."}]}