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