The meeting will be attended by David Davis, Boris Johnson and Liam Fox, each of whose departments is focused on Brexit.
According to the source, Wednesday's meeting at the Prime Minister's country residence is being seen as an opportunity for May and senior colleagues to talk through many issues involved ahead of this weekend's summit of G20 leaders in China.