Azure Functions is a serverless compute service that allows users to run code on-demand without managing infrastructure, offering flexible scaling and a pay-as-you-go pricing model. The service supports various programming languages and integrations, making it easy to leverage Azure services and ensure secure connections. It offers two pricing plans: a consumption plan that charges based on usage and an app service plan for more continuous function applications.