Delayed optimization of environmental metrics in material design and industrial practice can lead to costly redesign and remediation needs. Higher-throughput environmental assessment tools and predictive strategies may help guide design for more economically and environmentally sustainable industrial process and practices. Plata will discuss specific examples from oil and gas development, nanomaterial synthesis, and recent efforts in improved polymers and plastics for environmental compatibility.