You can re-apply for visa when she exits from Qatar no need to wait for 3 months.
If it cant be your brother, ask your company PRO i think they might have some influence and get the job done on your behalf.
or next option is book different flights say for ur wife in morning when she cleared immigration u apply and can join her later.... ???