The Spring Framework is a Java platform that provides infrastructure support for developing applications, allowing developers to focus on application logic rather than infrastructure concerns. It enables the use of Plain Old Java Objects (POJOs) and non-invasive application of enterprise services. Additionally, Spring facilitates local Java method invocations as remote procedures without the need for handling remote APIs.