Description: Willingness to change refers to the likelihood that customers will choose to switch cloud providers based on factors such as cost and service quality. This concept is crucial in the realms of predictive analytics, model optimization, FinOps, and cloud cost optimization, as it allows companies to anticipate customer behavior and adjust their strategies accordingly. Willingness to change is not only related to price perception but also to service quality, customer satisfaction, and providers’ ability to adapt to changing market needs. In a competitive environment where multiple providers offer similar services, understanding this willingness becomes a strategic advantage. Companies that can identify and analyze the factors influencing the decision to switch can optimize their offerings and improve customer retention, which in turn positively impacts their profitability and long-term growth. Willingness to change is also influenced by the evolution of technology and market trends, making its analysis a dynamic and constantly evolving process.