In short Knowledge loss has become a fundamental challenge for industrial asset maintenance. While predictive maintenance has had promising success in reducing downtime (which costs manufacturers an...
Zeynep Kaman
Analyst
Zeynep is an analyst based in our Hamburg, Germany, office. Her research focuses on smart maintenance and machine vision, covering asset monitoring, predictive maintenance, asset performance management, maintenance software, and industrial vision systems. Her broader work spans industrial digital technologies, Industry 4.0 adoption, industrial automation, and the IoT startup landscape.
