The notions of pseudo-atoms, pseudo-$BCI$ ideals
and pseudo-$BCI$ homomorphisms in pseudo-$BCI$ algebras are
introduced. Characterizations of a pseudo-$BCI$ ideal are
displayed, and conditions for a subset to be a pseudo-$BCI$ ideal
are given. The concept of a $\diamond$-medial pseudo-$BCI$ algebra
is also introduced, and its characterization is provided. We show
that every pseudo-$BCI$ homomorphic image and preimage of a
pseudo-$BCI$ ideal is also a pseudo-$BCI$ ideal.