Five-Plus-Five Asset Cycle Critical in Age of AI, Says KPMG’s Tilman Ost; ‘Heightened Scrutiny’ on Tech-Adjacent Deals Coming to Europe, Says A&O Shearman

Why It Matters

Investors must recalibrate strategies toward specialized AI‑driven software, while dealmakers face stricter European oversight that could slow or reshape cross‑border tech transactions.

Key Takeaways

• Five‑plus‑five cycle offers a framework for AI‑era investment timing
• Niche, mission‑critical software outperforms broad consumer apps
• European regulators intensify review of tech‑adjacent mergers
• Deal diligence now must prioritize data‑privacy and antitrust risk

Pulse Analysis

The five‑plus‑five asset‑cycle, a concept that maps five years of rapid growth to five years of value‑creation and exit, resurfaces as a guiding principle for private‑equity firms navigating the AI boom. Tilman Ost of KPMG notes that AI is not a monolithic market; success hinges on software that embeds intelligence into essential business processes—such as supply‑chain optimization, predictive maintenance, or regulatory compliance. By targeting these mission‑critical niches, investors can capture higher margins and reduce the volatility associated with consumer‑facing AI products that often face rapid adoption cycles and intense competition.

Concurrently, Europe’s regulatory landscape is evolving. A&O Shearman highlights a wave of heightened scrutiny on deals that, while not purely tech, incorporate significant digital components—think fintech platforms, health‑tech services, and industrial IoT providers. The European Commission’s recent guidance emphasizes antitrust concerns around data concentration and market power, prompting deeper investigations and longer approval timelines. For private‑equity sponsors, this translates into more rigorous pre‑deal due diligence, greater reliance on local counsel, and the need to structure transactions that mitigate regulatory risk.

For practitioners, the convergence of these trends means a dual focus: sharpen investment theses around AI‑enabled, mission‑critical software and embed regulatory foresight into deal pipelines. Firms that can demonstrate clear value‑creation pathways while navigating Europe’s stricter oversight are likely to secure better pricing and faster exits. As AI continues to embed itself across industries, the disciplined five‑plus‑five approach combined with proactive compliance will become a competitive advantage in the private‑equity arena.