Nowadays, it's pretty regulated. Which makes smaller, pilot projects more of a hassle, but not impossible. You just have to be persistent with the paperwork, and luck out with an IRB or IACUC (for animals) that has good, well-informed members, and not a bunch of incompetents riding on their high horse.