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To address the deleterious environmental, cultural, and social impacts of the fashion industry, innovation is needed to ensure future textiles are biodegradable, non-toxic, derived from renewable resources, and reliant on sustainable agricultural practices. The textile industry is an ancient industry that has been increasing production and profit margins to an all-time high, resulting in a monolithic infrastructure that mostly accommodates cotton and polyester. As climate change and pollution awareness increases, there has been a shift in environmental needs and consumer preferences for more sustainable clothing. Future Fashion Innovation is a first-of-its-kind course that explores the engineering and science behind innovating sustainably in the fashion industry. Students will learn about plant-based, fermentation-derived, stem-cell-derived, artificial, and synthetic textiles. They will also learn how fibers are processed, and dyed, and the end-of-life fate of a typical garment. Opportunity areas for improving the sustainability of the garment manufacturing process will be imagined and discussed.