An analogue of McKean's stochastic product integral is introduced and
used to define stochastic processes with independent increments on qua
ntum groups. The explicit form of the dual pairing (q-analogue of the
exponential map) is calculated for a large class of quantum groups. Th
e constructed processes are shown to satisfy generalized Feynman-Kac t
ype formulas, and polynomial solutions of associated evolution equatio
ns are introduced in the form of Appell systems. Explicit calculations
for Gauss and Poisson processes complete the presentation.