What happens if the company fails after I use non-recourse financing?
The lender absorbs the total loss. Your personal assets (home, savings, future income) are entirely insulated. You lose the equity value (which would be zero anyway) and the upside you would have had, but you owe nothing further. This is the fundamental distinction from recourse financing.