Traditionally, structural inspections have relied on visual assessments, manual measurements, and occasional testing. However, with advances in Internet of Things (IoT) technology, real-time monitoring systems have transformed how engineers assess and maintain bridge stability. Real-time monitoring enables engineers to receive continuous updates on the structural health of bridges. This technology provides insights that are impossible to obtain with periodic inspections alone

Building a digital twin for asset management is a transformative step for any organisation looking to enhance operational efficiency and decision-making. A digital twin provides a virtual representation of physical assets, integrating data from various sources into a unified platform. Understanding the Purpose of a Digital Twin A digital twin is a dynamic, virtual model of a physical asset, system, or process that mirrors real-world conditions through integrated data. Benefit

Critical infrastructure such as roads, bridges, and water systems can now be monitored with IoT sensors that provide real-time data on asset conditions. Traditional infrastructure management methods are often reactive, but IoT sensors enable continuous monitoring of structural health, helping prevent failures before they occur. The integration of these sensors with advanced analytics allows for smarter, more efficient management of infrastructure, reducing costs and ensuring