In my last organization, I implemented scaling to streamline our digital customer communication services. Before integrating my scaling methods, I looked at several factors like the number of databases, message queues and caching layers before deciding on AWS to organize and manage the processes of ongoing customer interactions within the system. This resulted in faster communication times between service representatives and clients, increasing our company's customer retention rates and overall revenue