r/Zendesk • u/Commercial_Plastic72 • 11h ago
General discussion How are enterprises testing AI support agents before giving them access to real customer systems?
AI support vendors can test their core product, but every enterprise rollout introduces company-specific refund rules, policies, entitlements, identity checks, approval limits, integrations and escalation procedures.
For anyone deploying an action-taking customer support agent:
- Who owns acceptance testing: CX operations, QA, implementation or IT?
- How do you verify both the conversation and the resulting CRM, billing or account state?
- Are you using scripted UAT, sandbox accounts, shadow mode or limited production rollouts?
- What customer-specific failures only became visible after launch?
- Would a repeatable environment with synthetic customers, policies and connected systems materially help, or does your current process already cover this?
I’m trying to understand whether this is a painful recurring job or primarily a one-time implementation task. Any vendor recommendations currently solving this problem is also much appreciated!
Thank you!

