Firms Tap AI to Leverage Trade Reconstruction for Surveillance
A lack of data has historically been an obstacle to applying machine learning for regulator-mandated trade reconstruction initiatives, but the recent, explosive growth of digital information could change that—while making trade reconstruction more relevant to financial firms’ commercial activities.

Whisper it quietly, but regulation may not be the all-consuming burden that some claim it to be. Or, at least, firms are beginning to see the potential fruits of their labors. For example, recent regulations are helping firms derive benefits from a significant post-trade process—trade reconstruction.
At a basic level, trade reconstruction is the process of searching records related to trades and building cases around them. To reconstruct a trade that has taken place, a researcher needs to know
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 [email protected] or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact [email protected] to find out more.
You are currently unable to copy this content. Please contact [email protected] to find out more.
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Printing this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email [email protected]
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Copying this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email [email protected]
More on Buy-Side Technology
Waters Wavelength
Waters Wavelength Podcast: Vendor lock-in and interoperability
James Crosby, founder and CEO of data management firm Fencore, joins the podcast to discuss vendor lock-in and interoperability.
Subscribe to Weekly Wrap emails
Most read
- FDC3 creator sets sights on cloud-based interop with new company
- Top three fixed income venues confirm bid to deliver EU consolidated tape for bonds
- This Week: Finos, LSEG, Neptune & Genesis, Deutsche Börse & Kaiko, Ice & More
- If it ain’t broke, break it: Back-office tech reform may benefit front-office returns
- Sell side ramps up outsourced trading desk services for still-skeptical buy side