In the context of data analysis, the acronym "BI" stands for Business Intelligence. BI refers to the technologies, practices, and applications that analyze business data to support decision-making. It encompasses data mining, analysis, and visualization tools that help organizations extract meaningful insights from their data. Companies use BI to monitor performance, identify trends, and derive actionable strategies to boost efficiency and optimize operations, all of which contribute to improved overall business outcomes.