How can one be sure of the reliability of any qualitative risk assessment process?
You cannot be absolutely sure of its reliability, and the debate over which approach (qualitative, or quantitative) is best has been going on for years. However you will find that there will be greater consensus of opinion as to the severity of risk exposure with a qualative tool, than can be achieved by not using one at all.