{"observation":{"id":"e51bc81e-5912-4efa-946a-8c4c52436184","tool":"wonderchat","tool_name":"Wonderchat","criterion":"policy-accuracy","criterion_name":"Policy Accuracy","criterion_definition":"Gives policy details that match the provided knowledge base and does not misstate rules.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Giving the wrong policy details is a direct failure for a customer-support chatbot. (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":"It follows the billing workflow for a suspected double charge by asking whether the entries are pending or posted, requesting transaction references, and reserving escalation for a genuine duplicate posted charge.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/7c62501d104a40b781e984538fa53ea9.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":"wonderchat","tool_url":"https://aidemos.com/tools/wonderchat","permalink":"https://aidemos.com/evidence/e51bc81e-5912-4efa-946a-8c4c52436184","api_url":"https://ai.aidemos.com/v1/observations/e51bc81e-5912-4efa-946a-8c4c52436184"},"peers":[],"other_criteria":[{"id":"b721afcd-4c0a-4354-85c5-37e83eefb515","criterion":"multilingual-understanding","criterion_name":"Multilingual Understanding","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"It understands the Hindi support request and answers fully in Hindi, preserving the support-channel options and response-time details.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/b721afcd-4c0a-4354-85c5-37e83eefb515"},{"id":"4e2b626a-cb11-4591-bfc2-107823f45bba","criterion":"multilingual-understanding","criterion_name":"Multilingual Understanding","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"It understands the Spanish support request and replies fully in Spanish with the same multi-channel escalation options and timing information.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/4e2b626a-cb11-4591-bfc2-107823f45bba"},{"id":"f705712c-5bcc-4515-9831-fcde7696aefe","criterion":"response-completeness","criterion_name":"Response Completeness","rank_role":"decisive","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,"evidence_url":"https://aidemos.com/evidence/f705712c-5bcc-4515-9831-fcde7696aefe"},{"id":"9e93e0bf-2bf4-431c-82d4-0027fab38b30","criterion":"response-completeness","criterion_name":"Response Completeness","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"It correctly recognizes a bot-avoidance request as escalation intent and provides the full human-support channel list, including email, phone, and ticket portal.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/9e93e0bf-2bf4-431c-82d4-0027fab38b30"}],"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":[]}