LineWise provides an AI-powered platform for manufacturing companies to reduce machine downtime and defects. Their multi-agent AI system acts as a 24/7 virtual engineer, analyzing sensor data, event logs, and manuals to provide rapid root-cause analysis and troubleshooting guidance. The company aims to eliminate unplanned downtime and yield loss, acting as the industrial AI backbone for manufacturers navigating Industry 4.0.