SummaryIntegrator is a multi-subunit protein complex responsible for premature transcription termination of coding and non-coding RNAs in Metazoans. This is achieved via Integrator’s two enzymatic activities, RNA endonuclease and protein phosphatase, acting on the promoter-proximally paused RNA Polymerase II (RNAPII). Yet, it remains unclear how Integrator assembly and recruitment are regulated and what are the functions of many of its core subunits. Here we report two cryo-EM reconstructions of large Integrator sub-complexes: INTS10/13/14/15 (Arm module) and INTS5/8/10/15, which allowed integrative modelling of the fully-assembled Integrator bound to the RNAPII paused elongating complex (PEC). INTS13/14 are positioned near the DNA upstream from the transcription pause site, suggesting a potential role in the chromatin context. Anin silicoprotein interaction screen of over 1500 transcription factors (TFs), identified Zinc Finger Protein 655 (ZNF655) as a direct interacting partner of INTS13 that associates with a fully assembled, 17-subunit Integrator complex. We propose a model wherein the Arm module acts as a platform for the recruitment of TFs that could modulate the stability of the Integrator’s association at specific loci and modulate transcription attenuation of the target genes.