Common challenges faced in corporate accounting include managing complex financial transactions, ensuring compliance with evolving regulations, dealing with data integrity issues, handling large volumes of data, adapting to technological advancements, addressing cybersecurity risks, and effectively communicating financial information to stakeholders.