Lactococcus lactis serves as an important platform for heterologous protein production, with the nisin-controlled gene expression (NICE) system being widely employed for regulated protein overexpression. However, the NICE system relies on the native RNA polymerase, which limits transcriptional efficiency, and there remains a lack of tools enabling continuous target gene mutagenesis in L. lactis. In this study, we enhanced the NICE system by integrating the highly processive T7 RNA polymerase (T7RNAP) to boost protein expression. A theophylline-dependent riboswitch, RbxE, was incorporated into the nisin-induced promoter to mitigate the toxicity caused by basal T7RNAP expression in Escherichia coli. Directed mutagenesis of the riboswitch region between the stem-loop and the ribosome binding site optimized T7RNAP expression, leading to a 2.4-fold increase upon nisin and theophylline induction in L. lactis. The resulting NICE-T7 system achieved a 2.8-fold increase in GFP compared to the original NICE system. Furthermore, adenosine deaminase TadA8e was fused to T7RNAP to generate the MutaT7LL system, facilitating targeted A-to-G mutagenesis and successfully reactivated an erythromycin resistance gene with a mutation efficiency of 1.33 × 10(−6). Overall, this study presents an upgraded NICE system that enhances protein production and enables continuous in vivo mutagenesis of target genes in L. lactis.