A Context Object is a design pattern used to encapsulate all contextual information an application might need, decoupling it from various components and promoting cleaner code architecture. By using a Context Object, software systems can simplify passing multiple parameters and avoid repetitive parameter lists, enhancing maintainability and flexibility.