How can businesses effectively measure the ROI of implementing artificial intelligence and machine learning technology to predict and prevent customer dissatisfaction?

Businesses can measure the ROI of implementing AI and machine learning technology to predict and prevent customer dissatisfaction by tracking key performance indicators such as customer retention rates, customer satisfaction scores, and repeat purchase behavior before and after implementing the technology. They can also analyze the cost savings achieved through reduced customer complaints and support costs. Additionally, businesses can conduct surveys and gather feedback from customers to assess their perception of the improvements in customer service and satisfaction resulting from the AI and machine learning technology.