Light & Wonder teamed up with the Amazon ML Solutions Lab to use events data streamed from LnW Connect to enable machine learning (ML)-powered predictive maintenance for slot machines. Utilizing data streamed through LnW Connect, L&W aims to create better gaming experience for their end-users as well as bring more value to their casino customers. Over 500 machine events are monitored in near-real time to give a full picture of machine conditions and their operating environments. Working with AWS, Light & Wonder recently developed an industry-first secure solution, Light & Wonder Connect (LnW Connect), to stream telemetry and machine health data from roughly half a million electronic gaming machines distributed across its casino customer base globally when LnW Connect reaches its full potential. is the leading cross-platform global game company that provides gambling products and services. Headquartered in Las Vegas, Light & Wonder, Inc. This post is co-written with Aruna Abeyakoon and Denisse Colin from Light and Wonder (L&W).