Most of my work at the moment is done for a client which had exactly this problem, and it nearly destroyed their business. I came in about two years into the cleanup and things were still a mess. With a lot of work all around (and some pushing by me to focus on code contracts more), things have continued to steadily improve.

But the problem you mention is real and it can sink businesses.