The Speed Equation: Best AI Assistants for Improving Resolution Times

In modern customer operations, speed is everything. For years, companies measured success by First Response Time (FRT)—how quickly an automated bot could reply with a polite “We’ve received your message and will be with you shortly.”

However, a fast reply means little if the customer waits three days for a resolution. The true metric that dictates customer satisfaction (CSAT) and operational overhead is Time to Resolution (TTR).