Some of the challenges faced in the process of RTM are:  You miss mentioning some of the requirements – business and/or functional.   There is a miscommunication in informing about changes in any requirements, which affects the matrix.  There are no priorities set for test cases, which leads to a lot of time being spent on testing each scenario.  You forget to update the RTM as and when test cases or requirements are changed or added or removed.