We consider normal Markovian
cocycles on a von Neumann algebra which are adapted to a Fock filtration. Every
such cocycle k which is Markov-regular and consists of completely positive
contractions is realised as a conditioned ∗-homomorphic cocycle. This amounts to a
stochastic generalisation of a recent dilation result for norm-continuous normal
completely positive contraction semigroups. To achieve this stochastic dilation we use
the fact that k is governed by a quantum stochastic differential equation whose
coefficient matrix has a specific structure, and extend a technique for obtaining
stochastic flow generators from Markov semigroup generators, to the context of
cocycles. Number/exchange-free dilatability is seen to be related to locality in the
case where the cocycle is a Markovian semigroup. In the same spirit unitary
dilations of Markov-regular contraction cocycles on a Hilbert space are also
described. The paper ends with a discussion of connections with measure-valued
diffusion.