Complex dynamics in a stochastic internal HIV model

► We establish a connecting thread through the Hale's reduction approach for the delay stochastic internal HIV model. ► We prove that time delays or noise cause the equilibrium to lose or gain stability and Hopf bifurcation occurs. ► Some new criteria ensuring stochastic stability and bifurcation for stochastic internal HIV model with delay are obtained.