We prove that any weak* continuous semigroup of factorizable Markov maps acting on a von Neumann algebra equipped with a normal faithful state can be dilated by a group of Markov -automorphisms analogous to the case of a single factorizable Markov operator, which is an optimal result. We also give a version of this result for strongly continuous semigroups of operators acting on noncommutative -spaces and examples of semigroups to which the results of this paper can be applied. Our results implies the boundedness of the McIntosh’s functional calculus of the generators of these semigroups on the associated noncommutative -spaces generalising some previous work from Junge, Le Merdy and Xu. Finally, we also give concrete dilations for Poisson semigroups which are even new in the case of .

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