2026 Private Equity AI Radar

Continued AI Acceleration and Impact

AI deployment is beginning to create real separation within private equity. Across the 200 fund and operating leaders surveyed, most report positive financial impact from AI initiatives across their portfolio companies (“PortCos”). These gains span revenue acceleration, cost optimization, underwriting insights and more structured exit preparation. While adoption remains uneven and overall penetration is still relatively low, the emerging performance gaps between higher and lower performing funds are becoming increasingly clear.

More firms are transitioning from experimentation to production AI, with select use cases now embedded into day-to-day operations. However, this shift remains inconsistent across PortCos, and the gap between isolated success and enterprise-scale advantage is still wide. In many cases, AI initiatives are outperforming their original business cases, though those cases were often conservatively scoped, suggesting that the full value potential of AI across PE portfolios is still largely untapped.

Two pie charts showing AI deployment in portfolio companies: 36% using AI across use cases and 7% enterprise scale.

Source: FTI Consulting 2026 Private Equity AI Radar

The 2026 Private Equity AI Radar highlights key PE and PortCo performance benchmarks and begins to uncover several strategies top-tier PE funds are deploying to generate value. Key insights explored in this report include:

95% of funds report AI initiatives meeting or exceeding their original business case criteria
AI shows measurable value across both cost and revenue initiatives, with revenue acceleration cited as the top priority (41%)
talent remains the primary constraint to scaling adoption, cited by 35% of respondents
AI is increasingly embedded across the investment lifecycle, including deal selection, value creation planning and exit readiness
Variability in strategies and performance is point to a tier of funds that consistently delivers outsized performance through AI

The next phase of AI adoption in private equity is both clear and demanding. Explore full report to see the in depth analysis showing where AI is already delivering value.

2026 Private Equity
AI Radar

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How AI is being deployed is beginning to create real separation within private equity. Across the 200 fund and operating leaders surveyed, most report positive financial impact from AI initiatives across their portfolio companies (“PortCos”), however there adoption remains low and the performance gaps are large. It’s clear that AI is contributing to value creation, yet these PortCo gains still fall short of adoption and performance benchmarks, indicating that much of the upside remains unrealized.

While we are seeing movement from experimentation to AI in production, this remains inconsistent across PortCos. Many initiatives exceed their initial business cases, though those cases are often more conservatively scoped.

This report highlights key PE and PortCo performance benchmarks and begins to uncover some of the key strategies that top tier PE funds are deploying to generate value. A few of the key insights to explore:

48% of funds sampled are Exceeding business case criteria
AI Shows Value Across Cost and Revenue Efforts, With Revenue Signaling A Higher Priority (41% as top priority)
AI Talent Is the Primary Constraint to Scaling AI (35% cited as top barrier)
AI Is Becoming Embedded Across Deal Selection, Value Creation Planning and Exit Readiness

The emergence of a tier of funds delivering outsized performance. The next step in the AI journey for private equity is straightforward but demanding. Firms must expand what’s working, fix the underlying data gaps and make AI part of how portfolio companies operate, rather than a separate initiative.

Download the 2026 Private Equity AI Radar