11.14.2023

Wilshire and Rayliant Use AI to Create Indexes

11.14.2023
OPINION: Artificial, Yes. Intelligent? Maybe.

Wilshire Indexes, a leading global benchmark platform, and Rayliant Global Advisors, announced the launch of the FT Wilshire NxtGen Index Series. Harnessing machine learning and AI, the index series aims to better capture equity premiums from a robust universe of factors potentially leading to more stable systematic return harvesting.

While changing market dynamics are increasingly disrupting global investment, technology has opened the door to new index construction methods, making possible new diversified and global approaches to smart beta. Employing machine learning and AI to construct a modern, robust multi-signal index series, the FT Wilshire NxtGen Index Series spans developed and emerging global equity markets, offering investors a comprehensive, investable, transparent and modular alternatively-weighted index series.

Jason Hsu, founder & CIO of Rayliant, said, AI and machine learning have emerged as the key to advancing and unlocking the next generation of smart beta. We are excited to partner with Wilshire Indexes and believe the FT Wilshire NxtGen Index Series innovative construction approach which leverages our joint expertise provides global investors with a modern replacement to their legacy smart beta allocations or potential use as a dual-core approach.”

The FT Wilshire NxtGen Index series utilizes robust machine learning and AI models of expected return within a mean-tracking error framework. More than 100 stock-level fundamental and market characteristics from 12 major factor categories are used to estimate quarterly future stock risk-adjusted returns. This list of fundamental and market characteristics is in close alignment with those described in the academic literature and are reviewed on a quarterly basis. This approach mitigates the impact of single characteristic underperformance, provides access to a diversified universe of fundamental characteristics to identify an optimal allocation and maximizes expected risk-adjusted return.

Mark Makepeace, CEO of Wilshire Indexes, said, “New technologies together with improvements in data science allow us to implement classical financial theory more effectively. This is an exciting development and will help global investors continue to explore ways to use AI and machine learning to drive value, capture new opportunities across markets and differentiate themselves from competitors. The FT Wilshire NxtGen Index Series, developed with Rayliant Global Advisors, creates the next generation of smart beta and alternatively weighted index offerings.”

Additional information on the FT Wilshire NxtGen Index Series can be found here: FT Wilshire NxtGen Index Series (wilshireindexes.com)

Source: Wilshire Indexes

Markets Media Group was pleased to host the 2025 European Women in Finance Awards last night at Claridge’s in London.
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See the full list of winners here: https://www.marketsmedia.com/2025-european-women-in-finance-awards-the-winners/

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We are excited to announce the finalists for the 2025 U.S. Women in Finance Awards! Congratulations to all!

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Nominations are NOW OPEN for the 2026 Women in Finance LatAm Awards! Do you know a standout leader, innovator, or rising star? Nominate her today!

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HSBC AI Markets harnesses natural language processing to meet market participants’ trading and hedging needs, from pre-trade analysis, to execution, to post-trade. Markets Media caught up with Tom Croft to learn more about the platform.

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