White Paper

White Paper Release: From Chatbot to Intelligent Agent, the Evolution Path of AI Customer Service in Europe and America

In the past few years, we thought customer service digitalization had reached its end - with bots being launched, knowledge bases being built, and automatic response rates being improved.But the reality in 2025 is that the battlefield has shifted direction. Global leading enterprises are transitioning from "enhancing customer service efficiency" to "directly assigning AI to handle work orders and execute tasks in a closed loop", and for the first time, verifiable ROI is being achieved.You may have noticed that more and more companies are no longer asking "Can the intelligent customer service go online?" Instead, they are asking:How many jobs has it replaced?What is the automation rate?Have delivery costs really decreased?Is the consumption of tokens controllable?Based on in-depth research on four leading European and American Agent customer service enterprises, including Sierra, Decagon, ASAPP, and Cognigy, this white paper reveals for the first time:How does AI achieve an end-to-end task loop for different business processes?What is the true relationship between automation rate, resolution rate, and token cost?How can mature enterprises measure AI ROI, rather than just focusing on hit rates?Which technological paths are suitable for different types of enterprises?What will be the future job structure and role redesign of customer service organizations?If you are responsible for customer service system construction, SOP implementation, automation project promotion, cost optimization, or service experience improvement, this white paper will provide you with:👉 How to determine whether the current system is truly valuable;👉 How to choose the technological path for the next two years;👉 How to prove to the boss that AI investment can bring real returns;👉 How to promote "artificial labor substitution" in a controllable manner.This is not a material discussing trends, but a practical guide that can directly guide selection, acceptance, and business implementation.📌 Download the original text now and find your AI implementation roadmap📌 View the comparison table, cost model, and implementation methods of the four major leading enterprises