It is a myth that it is impossible.

I myself enjoyed Iqama from UAE and Qatar at the same time.

There is no extra procedure involved. keep your Qatari Iqama and ask the PRO in Saudia to proceed normally with Saudi Iqama. you will have to visit Qatar every six months to keep alive your Qatari Iqama...

Yasir.