If we had reflexes for all languages under investigation in all cognate sets, the compatibility would not be a problem, since we could simply group all identical sites with each other, and the task could be considered as solved.
since it is rather the exception than the norm to have all reflexes for all cognate sets in all languages, we will always find possible alternative groupings for the alignment sites.