How can companies measure the success of their CX programs that incorporate artificial intelligence and machine learning technologies in maintaining a balance between automation and human touch?

Companies can measure the success of their CX programs by tracking key performance indicators such as customer satisfaction scores, customer retention rates, and average resolution times. They can also analyze feedback from customers to gauge their satisfaction with the level of automation and human interaction. Additionally, companies can conduct A/B testing to compare the effectiveness of different levels of automation and human touch in their CX programs. By continuously monitoring these metrics and making adjustments as needed, companies can ensure they are maintaining a balance between automation and human touch that meets the needs and preferences of their customers.