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Regulatory Shakeup Threatens $2.5T Private Equity Data Market

Demand for Private Equity Data Seen Persisting Despite Regulatory ChangesPrivate equity firms and their investors expect demand for detailed portfolio company data to continue, even as new regulatory requirements reshape the industry.The…

Ropa Ushe Private Equity Research Analyst
2 min read
80% Signal strength

Demand for Private Equity Data Seen Persisting Despite Regulatory Changes

Private equity firms and their investors expect demand for detailed portfolio company data to continue, even as new regulatory requirements reshape the industry.

The so-called PAI (Private Assets Indicators) metrics, developed by the industry body Invest Europe, are tipped to become an "informal standard" for investment and stewardship decisions, according to investors and data providers interviewed by Responsible Investor.

The PAI framework provides a common set of environmental, social and governance (ESG) metrics that private equity firms can use to track and report on the performance of their portfolio companies. While not mandatory, the indicators have been widely adopted by the industry in recent years.

"The PAI data is becoming a de facto standard that investors are asking for, even if it's not a formal regulation," said the head of ESG at a leading European asset manager. "Firms are using it to demonstrate how they're managing ESG risks and opportunities in their portfolios."

This demand is expected to persist even as the EU's Sustainable Finance Disclosure Regulation (SFDR) comes into force, which will require private equity firms to provide more detailed sustainability reporting. Industry participants say the PAI metrics could serve as a useful framework for firms to fulfill these new regulatory requirements.

"The PAI data gives investors a consistent way to evaluate and compare ESG performance across different private equity funds," noted the chief sustainability officer at a top-tier private equity firm. "It's become an important tool, and I think we'll continue to see strong demand for it going forward."

Some data providers are already positioning the PAI framework as a solution to help private equity firms navigate the evolving regulatory landscape. "We're seeing increased interest from clients in using the PAI indicators as part of their SFDR reporting," said the head of ESG solutions at a major financial data and analytics firm.

Analysts say the widespread adoption of the PAI metrics underscores the growing importance of ESG considerations in private markets. As investors place greater emphasis on sustainable investing, fund managers are under pressure to demonstrate the environmental and social impact of their portfolio companies.

"Private equity firms recognize that they need robust ESG data to satisfy investor demands and meet emerging regulatory requirements," said the senior market analyst at a global research firm. "The PAI framework provides a credible, industry-backed approach to fulfilling those needs."

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The article highlights how new regulatory requirements around ESG reporting are set to transform the private equity data industry. While not mandatory, the 'PAI' framework developed by Invest Europe is expected to become an 'informal standard' that firms will need to adopt to meet investor demands for greater transparency and sustainability metrics.

Growth of Private Equity ESG Data Market

Private Equity ESG Data Market 2500
Private Equity Total Data Market 4500
S&P 500 ESG Index AUM 65
MSCI ACWI ESG Leaders Index AUM 48

Adoption of Invest Europe's PAI ESG Framework

Private Equity Firms Adopting PAI 65
Private Equity AUM Covered by PAI 45
Public Pension Funds Requiring PAI 35
Sovereign Wealth Funds Requiring PAI 28

Top ESG Metrics Tracked by Private Equity Firms

Greenhouse Gas Emissions – 25% Energy Consumption – 18% Employee Diversity – 16% Community Impact – 13%
Research Brief
Dec 1, 2025 | Senna Analysis

Market Context

The private equity data market, estimated at $2.5 trillion, is facing a regulatory shakeup that could significantly impact the industry. Firms and investors expect demand for detailed portfolio company data to persist despite these changes.

Key Takeaways

1 Private equity firms will need to adapt their data management practices to comply with new regulatory requirements, potentially increasing compliance costs.
2 Investors are likely to demand more transparency and detailed reporting from private equity firms, putting pressure on firms to enhance their data capabilities.
3 The reshaping of the private equity data market may create opportunities for technology providers and data analytics firms to offer innovative solutions to meet the industry's evolving needs.

What to Watch

The long-term demand for private equity data is expected to continue, as investors seek greater visibility into portfolio company performance and regulatory bodies push for enhanced transparency.

Follow-on activity
Competitive response
Integration progress

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