Voice AI can sometimes mix up important details, like confusing order numbers...

https://holdenlvxt779.theburnward.com/how-many-retries-should-a-voice-bot-allow-before-handing-off-to-a-human

Voice AI can sometimes mix up important details, like confusing order numbers B3172 and B3712. This blog explains how techniques like identifier readback—where the AI repeats key info to the customer—and risk-tiered verification help catch mistakes early