A fundamental element of customer retention is the ability to predict customer dissatisfaction before they even make contact. Using data analysis, it is possible to identify signals or triggers that could indicate a potential defection. From there, we can determine the Next Best Action; whether that is getting in touch proactively to make an offer that better fits the customer’s circumstances or lining up the perfect response for when they next get in contact.