WhiteSpace is collaborating with a sustainability software provider to explore how machine learning can bring speed and clarity to traditional life-cycle assessment models. The proof of concept tests whether a data-driven optimiser can accurately predict environmental impact across product portfolios—reducing computation time and enabling faster, system-level trade-offs.