How Conversation to Completion moves contact centers past containment

For years, contact centers measured success by containment: how many calls never reached a human agent. That metric increasingly misses the point, since a call can be contained and still leave the customer without an actual answer. The shift underway is toward conversation to completion, tracking whether an interaction actually resolved what the customer called about, not just whether it avoided a live agent.

Ram Rajagopalan (pictured, right), head of product, AI for Zoom CX at Zoom Communications Inc., has spent the past year building that idea into the company’s virtual agent platform. The industry spent much of the last two years fixated on containment rates alone, a metric that undersells what AI agents should actually be measured on, Rajagopalan said.

“Many customers, even about a year, 18 months ago, focused on purely measuring containment,” Rajagopalan said. “Where I see conversations these days going is not just looking at containment, but end-to-end resolution. This is what we are calling within Zoom Conversation to Completion, where we are not just answering the basic inquiries, deflecting the call from going to a human agent, but actually completing the task that the consumers are calling in for.”