Machine learning (ML) is a subset of artificial intelligence where software learns patterns from data and improves through experience instead of being programmed for every possible scenario. In multifamily operations, ML can support predictions or decisions such as forecasting maintenance needs, identifying unusual activity, or estimating leasing outcomes. It works best when the underlying data is accurate, relevant, and governed with clear human oversight.