So when you take cash away from companies and allocate it to the government, you're reducing the overall capital efficiency of the economy a lot.
If you set corporate taxes to 0%, you can still keep the same size government budget if you then tax dividends and executive salaries, except you'll take the money away from less efficient entities (individuals). By the way, this also removes the incentive to deduct all sorts of personal expenses from your business tax, because there isn't any.
And if the government wants to reign in this or that monopoly or incentivize certain activities, it can do so via regulation rather than tax breaks / increases.
Same level of government budget & control, higher economic growth.