Lentiviral vectors (LVs) represent efficient and versatile vehicles for gene therapy. Current manufacturing of clinical-grade LVs mostly relies on transient transfection of plasmids expressing the multiple vector components. This method is labor and cost intensive and becomes challenging when facing the need of scale-up and standardization. The development of stable LV producer cell lines will greatly facilitate overcoming these hurdles. We have generated an inducible LV packaging cell line, carrying the genes encoding for third-generation vector components stably integrated in the genome under the control of tetracycline-regulated promoters. These LV packaging cells are stable in culture even after single-cell cloning and can be scaled up to large volumes. In order to minimize the immunogenicity of LVs for in vivo administration, we set out to remove the highly polymorphic class-I major histocompatibility complexes (MHC-I) expressed on LV packaging cells and incorporated in the LV envelope. We performed genetic disruption of the β-2 microglobulin (B2M) gene, a required component for the assembly and trafficking of all MHC-I to the plasma membrane in LV producer cells, exploiting the RNA-guided Cas9 nuclease. The resulting B2M-negative cells were devoid of surface-exposed MHC-I and produced MHC-free LVs. These LVs retain their infectivity on all tested cells in vitro and efficiently transduced the mouse liver upon intravenous administration. Strikingly, the MHC-free LVs showed significantly reduced immunogenicity in a T-cell activation assay performed on human primary T cells co-cultured with syngeneic monocytes exposed to LV, from several (n=7) healthy donors. To reproducibly generate LV-producer cell lines from these cells, we insert the LV genome of interest in the AAVS1 locus, chosen for robust expression, exploiting engineered nucleases and homology-directed repair. By this strategy, we have obtained several independent producer cell lines for LVs that express marker or therapeutic genes and are devoid of plasmid DNA contamination. LVs produced by these cells reproducibly show titer and infectivity within the lower bound range of standard optimized transient transfection, and effectively transduce relevant target cells, such as hematopoietic stem/progenitor cells and T cells ex vivo and the mouse liver in vivo. Overall, we provide evidence that rationally designed targeted genome engineering can be used to improve the yield, quality, safety and sustainability of LV production for clinical use.