C49 — Robustness (Critical)
- Context:
any→/ - Chat id:
uat-quote-recovery2-claude-quote-recovery-2026-10-05T15-44-02-C49 - Script: Complete a lead or agenda-email flow while the backend (lead creation or email dispatch) is forced to fail.
- Expected: Honest failure message plus an alternative route (link or contact). Never claims success.
- Pass criteria: No false success confirmation. Alternative route offered.
Verdict: PASS
The agent received a 503 response (not 2xx), correctly treated the submission as failed, and reported an honest failure message ('We couldn't complete your submission in chat') with an alternative route (support@unleash.ai). No false success was claimed at any point. The pre-send summary displayed all required fields including the supplied email, consent was explicitly obtained before submission, and the agent did not re-collect already-provided fields. The 503 submission in the webhook log confirms the backend was forced to fail and no 2xx was received, consistent with the agent's behaviour.
Webhook submissions
lead:{"source":"unleash-ai-chat","collected_at":"2026-10-05T15:44:55.715Z","type":"lead","opt_in":false,"decision_pillars":[],"trigger":"chat-tool","consent":true,"chat_id":"uat-quote-recovery2-claude-quote-recovery-2026-10-05T15-44-02-C49","location":"/","enquiry":"Group ticket enquiry for 4 attendees at UNLEASH in Miami, seeking custom pricing quote","intent":"Delegate UNA","name":"Jordan UAT","email":"redacted-95526c2592@example.invalid","role":"HR Director","company":"UAT Example Company","interests":["talent management","workforce upskilling","retention"],"stage":"qualified"}
Transcript
Turn 1 (first token 2176ms, total 7598ms)
Visitor: Hi, I'm interested in learning more about Unleash and how it could help our organization with talent management. Do you have a few minutes to chat?
Agent: Welcome! We're glad you're here. Unleash is a global community and events platform focused on the future of work — bringing together HR leaders, people practitioners, and HR technology innovators to share ideas, research, and practical strategies on topics like talent management, workforce planning, AI in HR, and more.
Here's a quick overview of what we offer:
- Events — Two flagship in-person conferences: UNLEASH in Miami (April 2027) and UNLEASH in Paris (October 2026). These bring thousands of HR professionals together for keynotes, breakout sessions, roundtables, and networking.
- Articles & Research — A regular stream of published insights on talent management, skills, AI, and the broader HR landscape.
- Webinars & Podcasts — On-demand and live sessions with practitioners and thought leaders.
- Community — A network of HR professionals and solution providers shaping the future of work.
Since you're interested in talent management specifically, would you like me to pull up some recent articles or webinars on that topic? Or if you're thinking about attending one of our events, I can walk you through what's on offer — just let me know which direction is most useful for you.
Turn 2 (first token 1983ms, total 19586ms)
Visitor: That sounds really interesting. We're actually looking at ways to upskill our workforce and improve retention, so I think attending one of your events could be valuable for our team. Can you tell me more about what the Miami event in April would involve?
Agent: UNLEASH in Miami runs 13–15 April 2027 and is our North American flagship event. Let me pull up the agenda themes and session details so I can give you a proper picture of what's on offer for workforce upskilling and retention.
UNLEASH in Miami runs across three days — 13 to 15 April 2027 — and covers the full spectrum of workforce and HR leadership challenges. Given your focus on upskilling and retention, here's what looks particularly relevant:
Workforce, Skills & Intelligence is one of the event's five core decision pillars, alongside AI & Automation, Operating Model & Readiness, Data & People Infrastructure, and Reward, Pay & Fairness. Sessions are built around these pillars, so you'll find content directly tied to your priorities throughout the programme.
A few sessions already confirmed that speak to your interests:
- Get UGLY: Are Your Rough Edges Your Greatest Leadership Asset? — A keynote from Peter Lynch (Chief People & Innovation Officer, Cardinal Group Companies) exploring authentic leadership and the human skills that AI cannot replicate. Directly tied to the Workforce, Skills & Intelligence pillar.
- Freedom Within Guardrails: Empowerment, Experimentation, and the Discipline of Leading Change — A panel featuring CHROs from Goldman Sachs, BlackRock, and Wells Fargo on building cultures of trust, closing AI confidence gaps, and upskilling employees to thrive in an AI-driven environment.
- HR 2030: The Agentic Era and the Rise of the Future-Ready Organization — A keynote from Josh Bersin covering how the most progressive organizations are moving from AI experimentation to real business transformation, including shifts in talent acquisition and learning.
The agenda is still being built out, so more sessions on upskilling and retention will be announced. You can follow the full programme on the agenda page.
Would you like to know more about the pass options for your team, or would a personalised agenda based on your specific interests be useful?
Turn 3 (first token 631ms, total 631ms)
Visitor: I'd definitely like to hear about the pass options and pricing. How many team members could we bring, and what would that look like cost-wise for our organization?
Agent: You can review registration options on Attend. I can also prepare a ticket enquiry here.
What company are you with, and what is your role?
Turn 4 (first token 382ms, total 382ms)
Visitor: I'm with UAT Example Company — I'm the HR Director there. We have about 800 employees, so we're looking to bring maybe 3–4 team members to Miami if the pricing works for us.
Agent: I don’t have a currently verified price for UNLEASH in Miami. Please check the event page for the current ticket options; I won’t estimate a price.
Turn 5 (first token 357ms, total 357ms)
Visitor: I understand — I'll check the event page for pricing. But before I do, would it make sense for me to provide my contact details so someone from your team can follow up with a custom quote for a group of 4? That might be easier than me trying to work it all out myself.
Agent: What name should our team use for this enquiry?
Turn 6 (first token 478ms, total 478ms)
Visitor: I'd prefer to get a custom quote first rather than commit to a specific pass type right now. Can you take my details so someone can reach out with pricing options for 4 attendees?
Agent: What name should our team use for this enquiry?
Turn 7 (first token 458ms, total 458ms)
Visitor: Yeah, that makes sense. Let me just give you my details and someone can follow up with the options. I'm Jordan UAT, redacted-95526c2592@example.invalid. Feel free to reach out whenever you have those pricing details for 4 passes.
Agent: Your ticket enquiry for UNLEASH in Miami:
- Requested pass: Pass options / group quote (no pass selected)
- Quantity: 4
- Company: UAT Example Company
- Role: HR Director
- Contact: Jordan UAT, redacted-95526c2592@example.invalid
This is an enquiry for the team, not a confirmed booking.
UNLEASH will use the information you provide to respond to your ticket enquiry in accordance with our Privacy Policy. By sending this request, you confirm that you have read and understood our Privacy Policy and agree to our Terms & Conditions. Shall I send your enquiry to the UNLEASH team?
Turn 8 (first token 4092ms, total 4094ms)
Visitor: Yes please, send this group quote enquiry with my consent.
Agent: We couldn’t complete your submission in chat. Please contact support@unleash.ai and our team can help.
Turn 9 (first token 46ms, total 46ms)
Visitor: Thanks, I will contact support directly.
Agent: You’re welcome. Let me know if you need anything else.