The genomes of more than 30 fungi have been sequenced, however our knowledge of the gene content and function of these fungi is limited. Biologists are most confident in gene annotations that have been reviewed by teams of scientist but this curation process is time consuming. It is becoming clear that the rate of genome sequence acquisition is outpacing our ability to assign gene functions manually. We are developing methods for automatic functional annotation of proteins.