The purpose of implementing serverless computing in application architecture is to allow developers to focus on writing code without worrying about the underlying infrastructure. This model automatically scales resources as needed, optimizing cost and performance. By removing the need for server management, organizations can accelerate development cycles and improve deployment efficiency. Serverless computing also enhances agility and supports the use of microservices, making it ideal for modern cloud-based applications.