Data sufficiency refers to the adequacy of data in answering a specific question or solving a particular problem, emphasizing the importance of having enough relevant and accurate information to make informed decisions. It is crucial in various fields such as mathematics, statistics, and business analytics, where determining whether the available data is sufficient can impact outcomes and strategies.