BOxCrete is an open-source AI model using Gaussian Process regression and Bayesian Optimization to predict concrete compressive strength and optimize mix designs for performance and sustainability. It addresses the complexity of modern concrete formulations by providing a reproducible, data-driven framework built on a new open-access dataset.