AI-driven concrete 3D printing system that integrates a smart, premix-independent batch mixer with environmental and flow sensors for real-time material control. The modular printer adapts to local materials and site conditions, ensuring consistent quality, faster construction, and lower costs for sustainable housing, infrastructure, and on-site fabrication.