when it comes to deploying machine learning models, there are varied options to choose from depending on your scalability and cost requirements. A dedicated instance, for example, offers a stable environment for serving models but often falls short in scalability, making it less ideal for workloads with unpredictable traffic patterns. This is where a scalable distributed system like AWS Lambda. What does Lambda provide AWS Lambda offers a serverless architecture that scales automatically with demand, ensuring you only pay for the actual computation times used.