The change in vortex ensemble in BaFe2(As0.67P0.33)2, an isovalently doped iron-based superconductor (IBS), is studied through global magnetization measurements and single vortex imaging before and after 6 MeV proton irradiation. The field dependence of the critical current density (Jc) is analyzed through the strong pinning model, with which the pristine sample is consistent. After the irradiation, the Jc aberrates from the strong pinning field dependence of B−5/8 and evolves to a weaker B−1/3 dependence with an anomalous two-step behavior creating a cusplike feature. The cusp coincides with the field of the local minima in the normalized relaxation rate (S), manifested by increased pinning due to increased intervortex interactions followe...