Docker packages software into containers that replicate the precise environment an app needs, ensuring consistent performance across various systems. Containers use a shared operating system kernel instead of simulating hardware, making them lighter and faster than traditional virtual machines. A Dockerfile provides the blueprint to create an immutable image containing all the necessary dependencies, which can then be deployed as a container. This process enables reliable deployment of applications on any platform, whether on-premises or in the cloud.