AIDS is the immune deficiency-causing virus, and that begins (usually) way after an HIV infection takes place — months, years. So until then, they’d still need to take immunosuppressants.
to be clear, I believe modern antiretrovirals can prevent the virus from replicating for an entire lifetime. They bring the viral load down to undetectable levels.