That is exactly the excuse of people who are irrational but won't admit it.The "there are no wrong answers" of those who are chronically wrong and don't strife to be right.
Everyone is irrational to some degree, our brains didn't evolve to be purely rational.
Also reason is only one tool we have for identifying what is right. There are certain kinds of knowledge that cannot be explained rationally but are derived from experience (See Polanyi -Tacit knowledge or Oakeshott -Practical knowledge).
Then there are domains in which we rely on heuristics which are 'right enough', rather than right (or even true). Many aspects of traditional religion likely evolved out of heuristic based knowledge (like dietary prohibitions for example).
Is it wrong for me to rob a bank? If my axioms are aligned in the right way, you'd never be able to call that wrong.
This is a question of ethics, and what is morally correct depends on the ethical framework you operate in.
Robin Hood is a hero, not a villain, because we judge his theft to serve a greater good, and those he stole from are judged not to be innocent (or at least not as deserving of their property).
Humans are value pluralistic, so while we might say that killing babies for fun is almost universally considered immoral, on many issues there is no reason to prefer outcome A over outcome B other than personal preference.
To what extent should we favour individual rights over collective rights?
What is the correct balance between liberty and security?
To what extent should we favour tradition over progressivism?
But even beyond ethics, in the sciences we operate with certain axiomatic assumptions, and every now and again we undergo a paradigm shift. In such situations, there is a point where both paradigms are 'active' at the same time and favoured for different reasons. For example, around the time of Copernicus and later Galileo, geocentrism and heliocentrism were both accepted by different groups of natural philosophers and there were valid reasons to accept/reject either. That we know with hindsight who was right, doesn't mean it was clear to any rational person in real time.
As you move to social sciences, there are numerous competing paradigms all of the time, and in complex domains our ability to use reason to arrive at truth/the right answer is often severely limited by uncertainty and incomplete information. As such, we may be forced to rely on heuristics as the 'least bad' option.