This chapter explores the transformative potential of AI-driven innovations in improving surveillance support services across educational campuses. Rapid advances in artificial intelligence have revolutionised various industries, including education. By using AI technologies, educational institutions can improve their monitoring capabilities and ensure a safe and efficient campus environment. The chapter begins with an overview of the challenges faced by campus-wide surveillance support services, including limited resources, human error, and the need for real-time monitoring. The chapter discusses the range of AI-based innovations that can efficiently address these problems. These include intelligent monitoring systems, predictive analytics, anomaly detection algorithms, and natural language processing. The chapter also examines how these technologies can improve security threat detection, response mechanisms, and emergency response systems in the education sector. Real-world case studies and successful AI-driven initiatives in educational institutions further illustrate the transformative potential of AI in promoting safety and efficiency on educational campuses. The chapter highlights the importance of AI-based innovation in promoting safer and more efficient campus environments.