  We prove that a large class of discrete-time insurance surplus processes
converge weakly to a generalized Ornstein-Uhlenbeck process, under a suitable
re-normalization and when the time-step goes to 0. Motivated by ruin theory, we
use this result to obtain approximations for the moments, the ultimate ruin
probability and the discounted penalty function of the discrete-time process.
