Are you want to unify the two source systems ?
If so, there are many things that you have to define before, like:
How does your client want see the history data in the BW-environment (after unify)
Is it really necessary ?
There are diferent master data between the systems ?
Be prepared, this is a big project that have to be made whit carefully.
Regards