Maybe I'm missing something, but isn't the answer to simply have more collateral? Given that RH was able to raise emergency funds around this time it seems really likely that they could have been better capitalized before the turbulence started, and gotten the money on better terms than an emergency deal.

They probably didn't do this because they underestimated the need for it (poor risk models), or simply didn't want to pay the extra cost.