mVizn Pte. Ltd. is a deep-tech startup specialising in the domain of AI deep-learning-based machine vision solutions for industrial safety and operations monitoring. For the port and maritime industry, mVizn has developed a comprehensive suite of systems that aids automation, and augments safety procedures of various kinds of container-handling equipment such as Rubber-Tyre Gantry Cranes (RTGs), Rail-Mounted Gantry Cranes (RMGs), Quay Cranes(QCs) and Empty Container Handlers (ECHs) in PSA’s terminals. mVizn’s goal is to provide a “gate to vessel” end-to-end vision-solution suite for safety and operations monitoring of all aspects of container handling within the port terminal. Bootstrapping from scratch, mVizn has already secured commercial contracts exceeding S$6mil with PSA Singapore within the first three years of its incorporation, having demonstrated state-of-the-art performance and reliability of its systems in extremely challenging environments.