A simple Standard Model Extension based on $T_7$ flavor symmetry which accommodates lepton mass and mixing with non-zero $theta_{13}$ and CP violation phase is proposed. At the tree- level, the realistic lepton mass and mixing pattern is derived through the spontaneous symmetry breaking by just one vacuum expectation value ($v$) which is the same as in the Standard Model. Neutrinos get small masses from one $SU(2)_L$ doublet and two $SU(2)_L$ singlets in which one being in $underline{1}$ and the two others in $underline{3}$ and $underline{3}^*$ under $T_7$ , respectively. The model also gives a remarkable prediction of Dirac CP violation $delta_{CP}=172.598^circ$ in both normal and inverted hierarchies which is still missing in the neutrino mixing matrix.