About Scientific Climate Indices
SciX builds climate equity indices grounded in science and disciplined financial risk management
Our Story
SciX was built on a simple conviction: climate risks are becoming financially material, but integrating them into portfolios requires more than broad ESG scores or standardized climate benchmarks. Investors need methodologies that distinguish clearly between climate objectives while remaining compatible with the financial constraints that allow investment strategies to be maintained over time.
SciX brings together climate science, climate-risk data, quantitative risk management and index engineering to translate these objectives into transparent, investable equity indices. Our ambition is to help institutional investors move from broad climate intentions to concrete, measurable and durable investment solutions.
Our Principles
A long-standing investment research heritage
SciX builds on this heritage of combining rigorous research with the practical requirements of institutional investment. Financial risk management remains central to its approach: climate objectives must be incorporated without losing control of diversification, benchmark deviation and the other portfolio constraints that determine whether an investment strategy can be maintained over time


Climate extends this research-to-implementation model into a new field. The EDHEC climate ecosystem combines climate science, finance and risk-management expertise, and climate-risk data, providing complementary foundations for understanding how climate can affect economic and financial outcomes.
SciX sits at the investment implementation end of this ecosystem. Its role is to qualify the climate research and data that can be used robustly in portfolio construction and combine them with financial risk management, live analytics and index engineering. This creates a chain from climate science and data through to the design, testing and maintenance of institutional equity indices.
Executive Leadership

Benjamin Herzog is the Chief Executive Officer of Scientific Climate Indices (SciX, an EDHEC Venture), where he leads the development of innovative fintech solutions aimed at transforming institutional investment decision-making. He has been with EDHEC since 2019, first as Director of Scientific Portfolio and briefly as Director with Scientific Beta, where he drove strategic partnerships and business development. Prior to that, he spent over 13 years at Société Générale Corporate and Investment Banking (SCIB), where he advanced from quantitative research to index structuring, ultimately serving as Head of Equity Quantitative Investment Strategies, developing and promoting systematic equity indices and smart beta strategies to institutional investors worldwide. Benjamin holds a Master of Science in Computer Science with a focus on Al from Columbia University and a postgraduate degree in Financial Engineering (El Karoui) from Pierre and Marie
Curie University.

Shahyar Safaee is a capital markets professional with two decades of experience across quantitative research, trading, fund management, structuring, and business development. He is currently Deputy CEO and Business Development Director at Scientific Climate Indices (SciX, an EDHEC venture), where he leads strategy, partnerships, and commercial efforts. Before joining EDHEC’s ecosystem, he spent about 18 years at J.P. Morgan in London, Paris, and New York, holding senior roles in equities, derivatives, and financing, following earlier work in financial risk management at PwC. Trained as a financial engineer, Shahyar studied at the École des Mines de Saint-Etienne and earned a Master’s in Quantitative Finance from Université Claude Bernard Lyon 1. He also contributes to research and thought leadership in investment management, coauthoring publications on retirement investing, portfolio allocation, sustainable finance, and real estate investment funds.
EDHEC’s Ecosystem
Scientific Climate Indices…..
Scientific Climate Indices, or SciX, is launched as the index-construction platform within the EDHEC climate ecosystem, translating climate science, climate-risk data and financial risk management into institutional equity indices.
PEI Group / Scientific Infra & Private Assets
PEI Group acquires Scientific Infra & Private Assets (SIPA), extending the reach of its private-market indices, benchmarks, ratings and analytics.
Scientific Climate Ratings….
Scientific Climate Ratings is launched from EDHEC’s climate-finance research ecosystem to quantify the financial materiality of climate risks
EDHEC Climate Institute….
EDHEC Climate Institute (ECI) is established, building on the legacy of the EDHEC-Risk Climate Impact Institute and consolidating EDHEC’s climate-related research activities, with expertise spanning physical and transition risks, climate scenarios, technologies and climate policy.
Scientific Portfolio……………
Scientific Portfolio is launched as an EDHEC venture providing institutional investors with portfolio analytics, risk management and portfolio-construction technology.
EDHEC-Risk Climate Impact Institute
EDHEC-Risk Institute becomes the EDHEC-Risk Climate Impact Institute, marking a strategic shift toward climate finance.
Singapore Stock Exchange…
The Singapore Stock Exchange (SGX) takes a majority stake in Scientific Beta alongside EDHEC.
EDHEC Infrastructure Institute
EDHEC-Risk Institute launches the EDHEC Infrastructure Institute, establishing a dedicated research programme for private infrastructure investment.
Scientific Beta…………………..
EDHEC-Risk Institute launches Scientific Beta to bring its research on equity factor investing and smart beta indices to market.
EDHEC Business School……
EDHEC Business School creates the EDHEC Risk and Asset Management Research Centre, later renamed EDHEC-Risk Institute.
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