De workflow van de handelaar verbeteren door bruikbare informatie
LONDEN–(BUSINESS WIRE)– FlexTrade Systems (@FlexTrade), een wereldleider in multi-asset uitvoerings- en orderbeheersystemen, heeft vandaag aangekondigd dat Robeco live en in productie is met behulp van Goldman Sachs pre-trade clusteranalyses en marktimpact schattingen binnen FlexTRADER EMS. De verhuizing is bedoeld om de ondersteuning van Robeco’s best execution-verplichtingen te optimaliseren.
De Goldman Sachs Equity Clusters-gegevensset classificeert elk aandeel op basis van zijn individuele marktmicrostructuurkenmerken, met behulp van meerdere factoren die rechtstreeks zijn afgeleid van gegevens op tick-niveau en georganiseerd via een semi-gesuperviseerde leerbenadering. Als gevolg hiervan kan elk aandeel behoren tot een van de 13 verschillend gelabelde clusters die een beknopte weergave geven van het intraday-handelsgedrag van aandelen. In combinatie met de clusters-dataset heeft het onderzoeksteam voor kwantitatieve uitvoering van Goldman Sachs de modellering en kalibratie van hun marktimpact schattingen vernieuwd, waarbij een impact propagatie raamwerk is toegepast dat cluster bewust is en een aanzienlijk hogere nauwkeurigheid biedt dan traditionele modellen.
Robeco Leverages Goldman Sachs Pre-Trade Analytics via FlexTRADER EMS
Augmenting trader workflow through actionable intelligence
LONDON–(BUSINESS WIRE)– FlexTrade Systems (@FlexTrade), a global leader in multi-asset execution and order management systems, today announced Robeco are live and in production using Goldman Sachs pre-trade cluster analytics and market impact estimates within FlexTRADER EMS. The move is designed to optimize the support for Robeco’s best execution obligations.
The Goldman Sachs Equity Clusters data set classifies each stock according to its individual market microstructure characteristics, using multiple factors derived directly from tick-level data, and organized via a semi-supervised learning approach. As a result, each stock can belong to one of 13 differently labelled clusters that provide a concise depiction of stocks’ intraday trading behavior. In conjunction with the clusters dataset, Goldman Sachs’ quantitative execution research team has revamped the modelling and calibration of their market impact estimates, applying an impact propagation framework that is cluster-aware, and offers significantly higher accuracy than traditional models.
With this integration, Robeco’s trading teams using FlexTRADER EMS can seamlessly access and view Goldman Sachs’ pre-trade analytics as actionable intelligence, deeply embedded within their order blotter, to adjust their trading style and strategy based on intra-day, trading-related information. Further, with the trading clusters automatically populated within the order blotter, Robeco’s traders can set parameters and apply dynamic rules within FlexTRADER EMS to automate and streamline workflows to improve efficiency.
Bastiaan Berendsen, Senior Equity Trader at Robeco, stated: “We continually look to streamline and augment our trading team’s workflows with the highest quality data and analytics to improve overall trading performance for our clients. Leveraging Goldman Sachs pre-trade Equity Data Clusters within FlexTRADER EMS delivers the actionable intelligence our traders need to achieve this and enables us to automate our workflows further to improve efficiency and focus on high-touch orders.”
Romanos Piperakis, Global Head of Electronic Trading Execution Research at Goldman Sachs, stated: ”Embedding GS IP directly into traders’ workflow is a significant step in improving efficiency and further informing their process. The continuous evolution of global equity markets renders staying abreast of trading behavior characteristics a daunting task. Our clustering framework, alongside next-generation impact modeling, brings rigorous modeling techniques to traders’ decision-making. Notably, the integration with FlexTrade allows a direct, implementable translation of said techniques to actionable outcomes.”
Andy Mahoney, Managing Director, EMEA, at FlexTrade, noted: “Clients are continually looking to leverage increasingly sophisticated pre-trade analytics into the workflow to improve the quality of their execution. Enriching the trading blotter with pre-trade analytics and intraday trading behavior allows traders to speed up or slow down their trading activities accordingly. In addition, our open architecture and “API first” approach removes the friction of integrating new data sets, meaning Robeco’s teams can focus on how the data will be used as part of a natural workflow, both manually and in an automated way.”
Alex Harman, Managing Director, EMEA Execution Services, at Goldman Sachs, stated: “We are delighted to have GS pre-trade cluster analytics and market impact estimates available to clients via FlexTrade. GS data provides FlexTrade clients several options to implement into their workflow to optimize best execution obligations, ranging from aiding manual decision making to enhancing algorithm wheel eligibility and strategy selection.
Delivery via API into FlexTrade results in a scalable and customizable solution that opens the door for future innovative data provision to FlexTrade & our mutual clients.”
FlexTrade Systems is a global leader in high performance multi-asset execution management and order management systems for equities, fixed income, foreign exchange, futures, and options. A pioneer in the field, FlexTrade is internationally recognized for introducing FlexTRADER®, the world’s first broker-neutral, execution management trading system, which allows clients to completely control and customize their execution workflows through a comprehensive ability to search/access liquidity while maintaining the confidentiality of their trading strategies.
Robeco is a pure-play international asset manager founded in 1929 with headquarters in Rotterdam, the Netherlands, and 16 offices worldwide. A global leader in sustainable investing since 1995, its integration of sustainable as well as fundamental and quantitative research enables the company to offer institutional and private investors an extensive selection of active investment strategies, for a broad range of asset classes. As at 31 December 2021, Robeco had EUR 201 billion in assets under management, of which EUR 195 billion is committed to ESG integration. Robeco is a subsidiary of ORIX Corporation Europe N.V. More information is available at www.robeco.com.
About Goldman Sachs
The Goldman Sachs Group, Inc. is a leading global financial institution that delivers a broad range of financial services across investment banking, securities, investment management and consumer banking to a large and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, the firm is headquartered in New York and maintains offices in all major financial centers around the world.
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