What Scientific Beta does

Scientific Beta is an independent index provider specializing in smart beta, climate, and enhanced cap-weight equity strategies. Founded in 2012 by EDHEC-Risk Institute and headquartered in Singapore with R&D operations in Nice, France, the firm operates with a team of approximately 40 professionals across London, Nice, Singapore, and Sydney. Its offerings span multi-factor and single-factor smart beta indices targeting six consensus rewarded factors (Size, Value, Momentum, Volatility, Profitability, Investment), diversified strategies (Maximum Decorrelation, Efficient Minimum Volatility, Efficient Maximum Sharpe Ratio), climate indices (Climate+, Climate Consistent Impact, Core ESG Cap-Weighted), and enhanced cap-weight benchmarks. The firm also administers over 100 third-party indices under SGX's iEdge brand covering ESG, climate, defence, energy, healthcare, technology, AI & robotics, and crypto themes.

Scientific Beta's technology stack combines academically grounded portfolio construction with embedded machine learning and natural language processing. Proprietary methodologies include the Diversified Multi-Strategy weighting scheme, Efficient Minimum Volatility weighting (principal component analysis plus random matrix theory plus Ridge penalty), Market Beta One weighting (Bayesian shrinkage with multiple estimators), the Climate Transition Risk Beta (market-based forward-looking climate metric), the EconRisk mechanism (NLP-derived economic risk control), and the AInhanced Investing framework (machine learning with integrated trading-cost control). Scientific Beta (France) SAS is registered with the AMF as a non-significant benchmark administrator since August 2019 and also administers Paris-Aligned and Climate Transition Benchmarks under EU BMR and UK Benchmark Regulation.

The business model combines index licensing and royalties — paid by asset managers creating products that replicate Scientific Beta indices — with subscription-based premium data services for restricted index data. Customers are exclusively institutional and split across two primary segments: asset owners (state and corporate pension funds, insurers) and asset managers (with named replication partners including L&G, BlackRock, Amundi, State Street Global Advisors, and UBS). Distribution is global, with collective investment funds tracking Scientific Beta indices available in the UK, North America, and Australia. Scientific Beta became a wholly owned subsidiary of SGX Group in 2025 following SGX's initial majority acquisition in 2020.

Name

Scientific Beta

Legal name

Scientific Beta Pte

Website

https://scientificbeta.com

Company type

Private

Founded year

2012

Operating status

Operating

Headcount range

1–10 employees

Short description

Scientific Beta is a Singapore-based independent index provider, wholly owned by SGX Group, offering smart beta, climate, and enhanced cap-weight equity indices to institutional asset owners and asset managers globally. Founded in 2012 by EDHEC-Risk Institute, the firm delivers research-driven, academically grounded index solutions.

Ownership category

akta.pro rank

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices5 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure, Others

Revenue model

1. Index Licensing: Scientific Beta licenses its indices to asset managers and institutional investors who create investment products tracking these indices. Collective investment funds tracking Scientific Beta indices are available notably in the UK, North America and Australia.
2. Premium Data Services: Free access to extensive information on strategies. Additional value-added services and premium features are available for subscription. Restricted Data (composition lists, historical portfolio values, adjustments, performance and risk metrics) requires a paid subscription.

Pricing tiers

Go-to-market motion1 record

Distribution channels6 records

Marketing channels7 records

Core offering

Scientific Beta develops and licenses enhanced systematic equity indices for institutional investors globally. Its offering spans smart beta (multi-factor, single-factor, and diversified strategies), climate and ESG indices, and enhanced cap-weight indices, built on rigorous academic research and proprietary quantitative methodologies. The firm also provides third-party benchmark administration services (over 100 indices under the iEdge brand for SGX), premium index data subscriptions, and bespoke index design for asset managers and asset owners.

Product overview

Scientific Beta is a provider of enhanced systematic equity strategies offering three main index categories: Smart Beta Indices (multi-factor, single factor, and diversified strategies), Climate Indices (Climate+, Climate Consistent Impact, Core ESG Cap-Weighted), and Enhanced Cap-Weight Indices. The firm also administers over 100 third-party indices under the iEdge brand for SGX. All offerings are grounded in academic research from EDHEC-Risk Institute and focus on factor investing, risk management, and sustainability dimensions. The company pioneered 'AInhanced Investing' capabilities that embed machine learning within disciplined portfolio construction frameworks.

Differentiator

Problem solved

Functional benefit

Products and services

• Smart Beta Indices (Multi-Factor) Multi-factor indices targeting six consensus rewarded factors (Size, Value, Momentum, Volatility, Profitability, Investment), offered in Diversified Multi-Factor (Sharpe ratio objective) and Market-Focused Multi-Factor (Information ratio objective) versions with optional risk control and sustainability options.
• Smart Beta Indices (Single Factor) Single factor indices offering targeted exposures to Value, Size, Momentum, Profitability, Investment, or Quality factors, available in long-only, 130/30, and long/short formats with integrated risk management features.
• Diversified Strategies Indices Well-diversified indices designed to overcome concentration of traditional market cap benchmarks through Maximum Decorrelation, Maximum Deconcentration, Diversified Risk Weighted, Efficient Maximum Sharpe Ratio, and Efficient Minimum Volatility strategies.
• Climate+ Indices Climate indices addressing climate transition risk reduction and financing companies benefiting from the climate transition, with a mechanism that maximizes investments in climate solutions for a given budget of deviations.
• Climate Consistent Impact Indices Climate indices designed for investors seeking to enhance market cap benchmarks with sustainability objectives while staying closely aligned with the market cap.
• Core ESG Cap-Weighted Indices Enhanced cap-weighted indices incorporating ESG factors for investors seeking to improve sustainability characteristics while maintaining market benchmark alignment.
• Enhanced Cap-Weight Indices Indices enabling benchmark-constrained investors to leverage evidence-based insights on sustainability and return-drivers within tight risk budgets, with modular and transparent solutions adapting to investor preferences.
• iEdge Index Family (Third-Party Benchmark Administration) Over 100 third-party indices administered by Scientific Beta for SGX, including iEdge ESG, iEdge Climate, iEdge PAB Climate Objective, iEdge Defence, iEdge Energy, iEdge Healthcare, iEdge Technology, iEdge AI & Robotics, iEdge CoinDesk Crypto, and various regional and thematic indices.

Quantifiable outcome

• EconRisk mechanism reduced tracking error due to economic risks by almost 45% since 2002 - from 1.20% to 0.65%
• +2 more outcomes

Named customers7 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core and minor.

• EDHEC-Risk InstitutecoreStrategic or Co-development Partner · 1 January 2012Scientific Beta was established in 2012 by EDHEC-Risk Institute, one of the top academic institutions in fundamental and applied research for the investment industry. EDHEC maintains principles of independent, empirical-based academic research that continues to benefit Scientific Beta.
• L&G Asset ManagementcoreChannel Partner/ Reseller/ DistributorPartnership to promote and replicate Scientific Beta indices through multiple fund vehicles. Includes UCITS compliant Authorised Contractual Scheme, Unit-Linked Life Insurance products, and Commingled Funds for institutional investors tracking Scientific Beta multi-beta multi-strategy indices.
• EDHEC-Scientific Beta Research ChairminorStrategic or Co-development PartnerEDHEC-Scientific Beta 'Upgrading Climate Scenarios for Investment Management' Research Chair established in 2012 to advance research on climate scenarios for investment management.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Market position

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/scientific-beta
• Xx.com/ScientificBeta

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles17 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Scientific Beta