Curious, the first time I read your post, I saw exactly what I described, which is all text was missing for a second, and then appeared in the custom font.
But when I try now, I get the system font for a second, then it switches over to the custom font.
Note: this setup is only used sparingly on our site as it has been waiting for this piece of work to be completed.