Private equity (PE) firms aren’t waiting passively for markets to improve. In an environment defined by delayed exits and selective dealmaking, investors are leaning into operational improvement, alternative liquidity solutions and AI-driven efficiency.
1. AI is at an inflection point, delivering measurable productivity gains but not yet deployed at scale
Artificial intelligence (AI) has moved beyond experimentation and is starting to generate meaningful productivity gains across PE organizations. Survey respondents report an average 28% productivity improvement from AI use, with many users saving multiple hours per week through AI-enabled workflows. Claude is the most used tool (by 57% of respondents).
Investment teams primarily use AI for research and diligence synthesis (see Figure 1), while portfolio companies most often deploy AI for customer support and software engineering. However, only 21% of survey respondents consider their personal AI expertise to be advanced or leading edge. Those same respondents believe their investment teams and portfolio companies lag further behind in AI use.





