The digital landscape is constantly evolving, influencing a significant shift in consumer behavior. With the rise of cashless transactions, understanding how customers behave with these new systems is crucial for businesses to thrive. Historically, customer behavior was predictable. Transactions were physical, and preferences were often shaped by