In the present work, a novel and even more generalized fractional kinetic equation has been formulated in terms of polynomial weighted incomplete $H$-function, incomplete Fox-Wright function and incomplete generalized hypergeometric function, considering the importance of the fractional kinetic equations arising in the various science and engineering problems. All the derived findings are of natural type and can produce a variety of fractional kinetic equations and their solutions.