CyberInsight is a spin-off company from the NSF I/UCRC for Intelligent Maintenance Systems (IMS). CyberInsight positions itself as the leading solution provider of industrial AI for smart manufacturing and beyond. CyberInsight industrial AI platform leverages the Watchdog Agent® Toolbox and more than 17 years of industrial experience on over 150 projects of the IMS Center. The platform provides contextualized solutions for a wide spectrum of industries to enable worry-free operations and management with respect to safety, efficiency, product-quality, and cost-reduction. The leadership team of CyberInsight possesses an interdisciplinary background of applying and integrating industrial know-how, computer science, and artificial intelligent algorithms. Based on fundamental physical mechanisms, CyberInsight transforms advanced intelligent maintenance technologies into high value-added productivity through data-driven AI modeling and the frontier cyber-physical systems framework to support intelligent transformation of industrial applications.