What should a support bot do when it cannot answer confidently?
Cass Ortega
Support workflow designers
I am trying to get a realistic read on what should a support bot do when it cannot answer confidently.
Compare deflection, clarification, ticket creation, and human handoff patterns.
What has actually worked (or failed) for your team? Specific examples, pricing traps, or vendor claims that did not hold up are especially useful.
Yara Mendes
Senior engineer
Document what 'done' means for the workflow. We shipped an agent that 'worked' but still required a human to close the loop every time — zero net time saved.
Zoe Navarro
Senior engineer
If you are non-technical, demand a sandbox with sample data and a 30-minute setup path. Anything that needs a solutions engineer for the first win will stall on a small team.
Leo Park
Customer success lead
Source quality beat model size for us. Clean knowledge + tool scopes fixed more hallucinations than switching models.
Imani Brooks
Strategy & architecture
Start with one bounded workflow that has a clear success metric. We tried to automate three use cases at once and none of them got good enough to ship.
Related topics
- 33504h
Which customer support AI works best when the knowledge base is incomplete?
Customer support and service automation
3 replies350 views4h
- 33636h
What is the safest way to deploy AI support for billing questions?
Customer support and service automation
3 replies363 views6h
- 33761h
How should teams test hallucination risk before launching a support bot?
Customer support and service automation
3 replies376 views1h
- 63899h
Which tools are strongest for ecommerce order-status automation?
Customer support and service automation
6 replies389 views9h
- 34021d
When is Intercom Fin worth the cost compared with a focused chatbot platform?
Customer support and service automation
3 replies402 views1d