Private equity firms have not hesitated to experiment with AI. Over the past two years, teams across deals, operations, and portfolio support tested general-purpose models to speed up research, summarization, and drafting. Chat interfaces and large language models helped firms build familiarity with AI and reduce friction in early-stage tasks. Those experiments, however, did not change how work actually flows through funds and portfolio companies.