In this paper we introduce two new classes of $BCI$-algebras, namely the class of branchwise positive implicative $BCI$-algebras and the class of branchwise implicative $BCI$-algebras. The class of branchwise positive implicative $BCI$-algebras contains the class of positive implicative $BCK$-algebras [10], the class of medial $BCI$-algebras, the class of positive implicative $BCI$-algebras [1, 4, 13] and the class of branchwise implicative $BCI$-algebras contains the class of implicative $BCK$-algebras [10], the class of weakly implicative $BCI$-algebras [1] and the class of quasi-implicative $BCI$-algebras [17]. Necessary and sufficient condition for a $BCI$-algebra to be a branchwise implicative $BCI$-algebra have been investigated.