AMR can increase flexibility in internal transport, but the practical value depends on the process. The key questions are not only how the robot navigates, but whether the environment, traffic logic and task model support a stable rollout.
For many teams the most useful comparison is still AGV versus AMR in a specific use case: fixed routes, changing routes, interaction with people, load carrier type and system integration. That comparison is what turns a technology discussion into an investment decision.
AMR should therefore be assessed as part of a wider operating model that includes safety, systems integration, charging strategy and the organization of daily exceptions.