Technology adoption & automation: Advances in AI, Machine Learning, Robotics, MES (Predictive Quality/Maintenance), and IoT are driving more autonomous production. While these technologies enhance efficiency, a fully Lights-Out factory may feel out of reach for many businesses and remains challenging due to operational complexities.

Key drivers of autonomy: Manufacturers are pursuing automation to boost productivity, address skills shortages, and improve supply chain resilience all while operating safely and meeting sustainability goals.

Real-time data as the foundation: Data readiness is critical for digital manufacturing success. Clean, structured and accessible data ensures seamless integration, allowing digital investments to drive measurable gains in efficiency, responsiveness and competitiveness.