Socioeconomic mobility is really much easier to pull on with policy and the education system.
Some people do work on trying to democratize entrepreneurship though, like YC with startup school, or Stripe with Atlas.
They do it by spreading information and reducing barriers, not by giving money to higher risk people though, since that's easier to align with their place in the system.