The Mediator complex is a multi-protein complex that serves as a crucial bridge between gene-specific transcription factors and the RNA polymerase II machinery, facilitating the transcription of DNA into RNA in eukaryotic cells. It plays a key role in the regulation of gene expression by integrating signals from various transcription factors, thus influencing the recruitment and activity of RNA polymerase II at specific promoters.