An Industry 4.0 maturity model is a structured way to assess how far a plant has progressed in using digital, connected, and data-driven capabilities. It typically uses levels (e.g., from paper-based to autonomous) across dimensions like data, processes, technology, and organization. It is a planning tool, not a compliance standard, and outcomes depend heavily on site-specific constraints, integration quality, and validation expectations.