The Customer Service Metric We’ve Been Getting Wrong for Decades

Lightning Talks

For decades, customer service has been built around a seemingly obvious belief: the less effort a customer expends, the better their experience. First Contact Resolution—the king of service metrics—is built on that principle. But after analyzing millions of service interactions, we uncovered a more powerful hidden variable implied by FCR but never truly measured: ownership. Satisfaction barely declines when one person owns an issue across multiple contacts, but it collapses when customers are repeatedly handed off and forced to start over. The finding is profound: intuitive in hindsight, yet disruptive to how service organizations are measured, designed, and operated. So, if we’re being brutally honest, is today’s service architecture actually built to maximize ownership? It isn’t. As AI agents, chatbots, and human experts converge, we must rethink how we measure, route, forecast, and design the future of service around what customers value: continuity, accountability, and ownership