New crystal structures of transcription complexes formed by bacteriophage T7 RNA polymerase reveal a nucleotide-addition cycle driven by active-site conformational changes similar to those observed in DNA polymerases, and suggest provocative hypotheses for the more complex multisubunit RNA polymerases of free-living organisms.