Transactional data is typically collected at the point of sale (POS) through systems such as cash registers, online shopping carts, and mobile payment apps. Businesses may also gather transactional data through interactions on their e-commerce platforms, customer service interactions, and loyalty programs. The data is then stored in databases and can be accessed for analysis and reporting.