2026 Guide | AI in Financial Services
Data CoverageArticles

Quantitative Data, Standardized Frameworks, and Value Creation for Impact

Published: July 29, 2022
Modified: August 14, 2025
Key Takeaways

A partnership between Clarity AI, the award-winning sustainability tech firm, and eFront, the largest alternative investment management platform to bring sustainability reporting capabilities to global private markets.

In an age where climate risk is investment risk—how do you know what’s progress or egress? What’s the expectation from investors, and how do you quantify their mandates? And in your sustainability efforts—whether you’re a general partner (GP), limited partner (LP), or portfolio company (PortCo)—how do you measure impact?

Today, these questions (and more) continue to swirl among the lion’s share of private markets players across the globe. And it’s top-of-mind for their investors, too, as portfolios evolve away from the (once standard) 60/40 split.

Clarity AI’s integrated capabilities in eFront® enable GPs and LPs to generate quantitative sustainability assessments of alternative investment portfolios. Through a simplified workflow, eFront® is encouraging industry participation and help solve the gap of sustainability metrics outside publicly listed companies—fostering an ecosystem of communication across LPs, GPs, and PortCos.

“We are excited to partner with eFront to bring our capabilities to the global private markets,” said Rebeca Minguela, Founder and CEO of Clarity AI. “Our technology allows us to provide sustainability solutions at scale, and our ability to estimate data with proprietary machine learning algorithms sets us apart as a sustainability data provider that can address the needs of the players in the private markets almost immediately.”

LPs opting into the eFront® sustainability service will be able to access and extract Clarity AI ESG data related to their portfolios and utilize that data within their reporting. GPs will also be able to generate analytics and benchmarking at the company-, fund-, and portfolio-level, along key sustainability metrics powered by Clarity AI, such as GHG or total energy consumption.

“Our partnership with Clarity AI will better help clients understand climate-related exposures and opportunities, while also giving them greater transparency with regulators and the end-investor—as sustainability frameworks become more and more standardized,” said Melissa Ferraz, Managing Director and Global Head of eFront® Insight at BlackRock. “We are confident that we are bringing powerful, and user-friendly, sustainability analytics to our clients with Clarity AI’s capabilities integrated into eFront.”

Clarity AI’s market-leading sustainability capabilities are now available for private markets through the eFront® platform, which serves more than 850 alternative investment professionals worldwide including seven of the top-ten LPs and six of the top-ten GPs.

—————————

About Clarity AI

Clarity AI is a sustainability technology platform that uses machine learning and big data to deliver environmental and social insights to investors and organizations. As of March 2022, Clarity AI’s platform analyzes more than 30,000 companies, 280,000 funds, 198 countries and 187 local governments, and delivers data and analytics for investing, corporate research and reporting. Clarity AI has offices in North America, Europe and the Middle East. Clarity AI’s client network manages trillions in assets under management.

About eFront

eFront® is a leading technology platform solution for alternative investment management, covering the needs of alternative investment professionals end-to-end, and used by over 850 clients worldwide across all major alternative asset classes. From fundraising, fund administration and reporting to data services and analytics, the platform provides capabilities to support decision making and investment oversight.

Research and Insights

Latest news and articles

Market Insights

How Investors Are Navigating Geopolitical Risk

Geopolitical risk has always been priced into investment decisions, but rarely has it demanded a rethink of the assumptions beneath them. Today it does. The question facing long-term investors is no longer whether geopolitical events move markets. It is whether the frameworks built over decades to guide portfolio construction, exclusion policy, and asset allocation still…

ESG Risk, Gender Equality

The diversity say-do gap: Two-thirds of companies with discrimination violations also claim diversity initiatives

June is a month when corporate communications are filled with Pride messaging, diversity commitments, and inclusion statements. But beyond the visibility of these declarations, a more complex question remains: do these commitments consistently align with companies’ actual conduct? At Clarity AI, we looked at whether companies with active discrimination controversies in practice also publicly emphasize…

Climate

The physical risk gap: What today’s datasets are missing

Access to physical risk data is no longer the problem. Most asset managers who need it have it. Far fewer have data that holds up when it matters: under regulatory scrutiny, in client reporting, or when trying to act on it. Taking place in the heart of the climate week season, after Zurich and London,…