Can hash be used for authentication?

Could you elaborate on the potential use of hash functions in authentication processes? Specifically, how does hashing contribute to ensuring the authenticity and integrity of data or transactions within the realm of cryptocurrency and finance? Additionally, what are some of the challenges or limitations that might arise when relying solely on hashing for authentication purposes?