Hi, there are a number of companies that offer this service. They are:

Al Sayed Cleaning - 4441123
Sunrise Cleaning - 4420701
Al Mubda Cleaning Services - 5160784
Al Ali Cleaning - 4420702
Al Firdouse Cleaning - 4428919
IBM Trading - 4882082
Al-Sindabad Trading - 4370565
Galaxy Maintenance - 4882327

I haven't tried any of them yet - I have been meaning to have my sofas cleaned for the past 2 months now!

Hope this helps :)