A conversational AI rollout can look healthy right up until customers start avoiding it. The dashboard shows completed integrations and a successful launch, yet containment falls, escalations circulate between teams, and agents route conversations around the bot. In BFSI, healthcare, and retail, that failure rarely comes from one bad model response.