Bank loan for non registered company employee

Dear All,
I am working in a Small scale company in Muscat for last 2 years and having salary account in Bank Dofar.  Since my company having limited number of employees (say 6-8), didn't register our company in banks. 
When i went to bank (bank dofar) and asked for loan, they said, they cannot issue loan for me since my company is not registered with them..
Is there any possibilities or other provision for me to get bank loan ??
Is there any private finance sector who can do the same ??
Looking forward for your suggestions
Thanks in advance