While NLTK is a powerful tool, it comes with its own set of challenges. Understanding natural language is inherently complex due to nuances, slang, and context. Entrepreneurs may need to invest in additional resources or expertise to fully harness the potential of NLTK. Nevertheless, the benefits often outweigh the initial hurdles.