An Industry 4.0 capability model is a structured way to describe and assess how far a plant has progressed in adopting digital and connected manufacturing practices. It is not a standard or a certification. Different models exist, and their usefulness depends on how well they map to your processes, systems, and validation constraints in regulated, brownfield environments.