Data annotation in security and surveillance involves labeling video, audio, or images so AI systems can detect threats, track activity, and identify people or objects. It powers applications like facial recognition, weapon detection, and traffic monitoring, enabling accurate, real-time insights for safer operations and smarter decision-making.