How do we measure the ROI and performance of an AI chatbot?

“Delivering AI chatbot app development services, we track performance through KPIs such as response accuracy, resolution rate, containment rate, user satisfaction, and cost savings. ROI is demonstrated by reduced operational costs, faster turnaround times, and higher employee productivity.”