Many areas of biology benefit from theories and tools developed in mathematics. In this talk, I will make a brief overview of how combinatorial optimization can contribute to problems of genomics. I will focus on real-life problems arising in the genomics industry, and use examples from a small biotechnology company based in Toronto.