Biofilm bioreactors, specifically anaerobic dynamic membrane bioreactors, are attractive for biological wastewater treatment and fermentation due to their high volumetric production rate, low cost, and low energy requirements. We develop and optimize such anaerobic bioreactor systems to recover high-value products, including carboxylic acids, alcohols, and bioplastics, from organic waste streams and lignocellulosic biomass.