Proactive safety measures involve anticipating potential hazards and implementing strategies to prevent accidents or injuries before they occur, rather than reacting to incidents after they happen. This approach emphasizes risk assessment, continuous monitoring, and fostering a culture of safety within organizations to enhance overall safety outcomes.