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Summary Generation of functional β cells from pluripotent sources would accelerate diagnostic and therapeutic applications for diabetes research and therapy. However, it has been challenging to generate competent β cells with dynamic insulin-secretory capacity to glucose and incretin stimulations. We introduced transcription factors, critical for β-cell development and function, in differentiating human induced pluripotent stem cells (PSCs) and assessed the impact on the functionality of derived β-cell (psBC) progeny. A perifusion system revealed stepwise transduction of the PDX1, NEUROG3, and MAFA triad (PNM) enabled in vitro generation of psBCs with glucose and GLP-1 responsiveness within 3 weeks. PNM transduction upregulated genes associated with glucose sensing, insulin secretion, and β-cell maturation. In recipient diabetic mice, PNM-transduced psBCs showed glucose-responsive insulin secretion as early as 1 week post transplantation. Thus, enhanced pre-emptive β-cell specification of PSCs by PNM drives generation of glucose- and incretin-responsive psBCs in vitro, offering a competent tissue-primed biotherapy., Highlights • PNM transduction facilitates generation of glucose- and GLP1-responsive β cells • Stepwise PNM improves glucose sensing, insulin secretion, and β-cell maturation • PNM-transduced psBCs showed glucose-responsive insulin secretion in diabetic mice, In this article, Ikeda Yasuhiro and colleagues show that stepwise transduction of the triad of transcription factors PDX1, NEUROG3, and MAFA (PNM) enabled in vitro generation of glucose- and GLP-1-responsive β cells from iPSCs within 3 weeks. PNM transduction improves glucose sensing, insulin secretion, and β-cell maturation of generated cells. PNM-transduced β cells showed glucose-responsive insulin secretion as early as 1 week post transplantation in diabetic mice.