I think testing the AI’s failure points is just as important as testing what it can do well. Businesses should deliberately give it incomplete information, unusual questions, frustrated customers, failed integrations, and requests that require human judgment. If the system knows when to say “I can’t help with this” and escalates smoothly instead of guessing or going in circles, that’s a much better sign of production readiness.