We will describe the application of Genomatica’s technology platform to design and construct a high-performing microorganism capable of producing BDO from carbohydrates. We used our computational tools to elucidate the most favorable pathway to produce this non-natural product, and to engineer the host strain to direct cellular carbon and energy resources into this pathway. Additionally, our modeling platform facilitates the analysis of fermentation data to evaluate performance. Moreover, we use a variety of systems biology approaches including whole genome sequencing, microarrays, 13C-flux analysis, proteomics, and metabolomics to implement strain and pathway modifications as well as process improvement. The presentation will show significant progress was made in BDO titer, production rate, and yield through model-guided strain and process improvement, ultimately resulting in an economically attractive process that was validated at the commercial plant scale.