The landscape of surveillance is undergoing a dramatic shift, fueled by the rise of intelligent video analysis. Rather than relying solely on human operators to monitor footage, businesses and organizations are increasingly adopting systems that effectively interpret visual content. This technology doesn't just detect events; it delivers actionable