Please name two ways that could proceed under the following situation.

While investigating whether two explanatory factors have an effect on some responses. We have discovered that the residuals from the fitted ANOVA model are not consistent with normally distributed errors. And that caused the two-way model is not appropriate.

Briefly explain, thanks