DeepMind is probably losing Google tens of millions a year. Now, it may pay off financially in the future, but it's hard to disentagle its effects given that Google already had a deep learning research group, Google Brain.
In some ways, the depth of the search team needs to be replicated by their AI-research groups. As you stated, what is unclear is if the investments will be obviously lucrative (as search has been).