Ardian is formally integrating generative AI risks and opportunities into its deal analysis framework, according to Pauline Thomson, head of data science. The move aims to enhance value creation during due diligence and post-acquisition, but requires portfolio companies to first adapt their legacy IT systems.

This shift reflects a broader industry push to leverage AI for competitive advantage in private equity. Firms are under pressure to demonstrate tech-enabled efficiency, especially as deal flow slows. The hurdle of outdated systems at many portcos remains a significant barrier to realizing AI's full potential.

Thomson's comments suggest AI is becoming a standard component of investment evaluation, not just an operational tool. The focus will be on how portfolio companies can practically implement AI to drive growth. Investors will watch for tangible efficiency gains and revenue uplift from these integrations.