Transcoders may be used to transcode multimedia inputs to generate output multimedia segments encoding segment quality scores that relate to the quality of transcoded segments and may be based at least in part on whether transcoding errors were detected. A system may be used to monitor quality control information relating to the generation of transcoded segments and invoke a quality control routine to determine a root cause for issues in the transcoding environment.