January 2019: On the Origin of SIP Feeds
Evolution takes different forms within capital markets.
“I think it inevitably follows, that as new species in the course of time are formed through natural selection, others will become rarer and rarer, and finally extinct. The forms which stand in closest competition with those undergoing modification and improvement will naturally suffer most.”
Now, when Charles Darwin outlined key tenets of evolutionary theory in his foundational work, On the Origin of Species, he probably wasn’t thinking about gripes over market data fees. And while I am certainly not the first to draw parallels between evolution and economics—metaphors linking capitalism and survival of the fittest abound—Darwin’s theory is foundational because natural selection is a reliably solid visualization tool when mulling competition and capital markets.
Max Bowie cuts straight to the evolutionary core in his examination of the current framework for market data fees in the US: namely, how the traditional setup where SIP feeds consolidate data from all US exchanges can no longer thrive in an ecosystem where market data fees are on the rise.
Anthony Malakian, James Rundle and Wei-Shen Wong build upon the evolve-or-die concept with their analysis of Members Exchange (MEMX). In order to survive, the new exchange’s founding members—some of the biggest names in US equity markets that happen to be in competition with each other—will have to commit to radical collaboration. If they can pull it off, MEMX’s payoff could be historic, finally shaking up an environment that allows data fees to swell with limited recourse.
In her feature covering the major initiatives afoot to evolve corporate reporting of ESG factors, Kirsten Hyde looks at evolution from a different perspective, arguing that standardization of data is an essential component in improving ESG factor disclosure. While interest groups appear aligned on this, like most evolutionary progress, it will take some time.
After all, Darwin revised On the Origin of Species for two decades before publication.
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: https://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Data Management
CME rankles market data users with licensing changes
The exchange began charging for historically free end-of-day data in 2025, angering some users.
Data heads scratch heads over data quality headwinds
Bank and asset manager execs say the pressure is on to build AI tools. They also say getting the data right is crucial, but not everyone appreciates that.
Reddit fills gaping maw left by Twitter in alt data market
The IMD Wrap: In 2021, Reddit was thrust into the spotlight when day traders used the site to squeeze hedge funds. Now, for Intercontinental Exchange, it is the new it-girl of alternative data.
Knowledge graphs, data quality, and reuse form Bloomberg’s AI strategy
Since 2023, Bloomberg has unveiled its internal LLM, BloombergGPT, and added an array of AI-powered tools to the Terminal. As banks and asset managers explore generative and agentic AI, what lessons can be learned from a massive tech and data provider?
ICE launches Polymarket tool, Broadridge buys CQG, and more
The Waters Cooler: Deutsche Börse acquires remaining stake in ISS Stoxx, Etrading bids for EU derivatives tape, Lofthouse is out at ASX, and more in this week’s news roundup.
Fidelity expands open-source ambitions as attitudes and key players shift
Waters Wrap: Fidelity Investments is deepening its partnership with Finos, which Anthony says hints at wider changes in the world of tech development.
Data standardization key to unlocking AI’s full potential in private markets
As private markets continue to grow, fund managers are increasingly turning to AI to improve efficiency and free up time for higher-value work. Yet fragmented data remains a major obstacle.
Digital employees have BNY talking a new language
Julie Gerdeman, head of BNY’s data and analytics team, explains how the bank’s new operating model allows for quicker AI experimentation and development.