Private equity firms now embed AI specialists directly into their portfolio companies to drive growth. This shift moves beyond high-level consulting toward hands-on technical implementation. Private equity managers aim to modernize legacy operations through specific automation. Practitioners should expect more aggressive AI integration mandates as these firms prioritize rapid efficiency gains over gradual adoption.