A1. The direction was driven largely by what we were hearing from our customers. Our customers wanted AI capabilities that could analyze their logs, identify potential threats and help analysts investigate incidents faster, without requiring sensitive security data to be sent to a public cloud AI service. This led us to make AI On-Prem a central part of the Energy Logserver platform, combining large-scale data analysis with AI while allowing organizations to maintain control and sovereignty over their data.