In this paper, we are concerned about the local well-posedness of Vlasov-Poisson-Fokker-Planck (VPFP) in modulation-Lebesgue space for large initial data. To accomplish this goal, we establish convolution inequalities associated with the fundamental solution to Fokker-Planck equation. The product formula and off-diagonal estimates involving the electronic term are established as well.