Witad Awards 2023: EDM professional of the year—Xiaodan Zhang, S&P Global Market Intelligence
In any instance of M&A activity, integration is key. First, there’s the structural integration—knitting the companies, their products and revenues together on paper and in physical offices. Then, perhaps more importantly, there’s the cultural integration: making sure that those companies’ greatest assets—their staff—can work together like a well-oiled machine.
With data companies, one of the most critical elements is something more foundational: integrating the behind-the-scenes formats, standards, and protocols to ensure that different product lineups—usually developed using different languages and running on different technology stacks—can work together and understand each other as intended, and can be used seamlessly together to achieve their full potential.
The data integration required by the merger of S&P and IHS Markit presented a mammoth task. Both organizations had massive amounts of data, but each used their own standards, systems, policies and processes. Xiaodan Zhang, vice president and global head of business performance and strategy at S&P Global Market Intelligence, was tasked with analyzing and organizing the datasets to come up with a single, consistent reporting standard for reporting financial data.
Zhang says the complexities and hurdles to integration ran the gamut from inconsistencies in datasets and definitions to systems, scope, and timing—all of which needed to be resolved to produce “a more singular state of truth to manage our combined businesses.”
Though the full integration is expected to take at least two more years, its immediate 2022 milestones were completed ahead of schedule. “Clean and consistent data assets could be leveraged effectively within the organization, facilitating crisp decision-making and accelerated execution,” she says.
The result was that the company exceeded year-one revenue and cost synergy targets, and the software solutions business was able to secure multi-million-dollar funding allocations to accelerate innovation across its software suite.
For Zhang, the integration effort was in addition to her “day job” on the leadership team that oversees a portfolio of seven products that account for several hundred million dollars in annual revenue: the WSO loan portfolio software; its EDM data management and reporting solutions; the iLevel private markets tools; Notice Manager bank loan holdings data; Debtdomain syndicated loans and private credit workflow platform; the ThinkFolio investment management platform; and the SNL Banker suite of solutions for managing syndication, secondary trading and agency processes. Zhang is one of two women on the seven-person leadership team (currently being expanded to nine)—the other of whom, Natalia Isajenko, won this category last year.
As if that wasn’t enough to keep her busy, Zhang has been instrumental in creating two internal efforts to foster inclusion and diversity: The Belonging Group, set up during Covid-19 to drive “a sense of culture and belonging in the newly virtual environment we were all unexpectedly forced into,” involving remote events such as game nights and newsletters; and “People Spotlight,” monthly Q&A profiles of individuals nominated by the 1,800 employees of the Software Solutions business posted on the company’s intranet.
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 Awards & Rankings
Witad Awards 2026: Best company for diversity and inclusion (vendor)—Numerix
Numerix wins best company for diversity and inclusion (vendor) in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Trailblazer (Lifetime achievement) award (end-user)—Sarah Mears, MUFG Investor Services
Sarah Mears, chief human resources officer at MUFG Investor Services, wins the trailblazer (Lifetime achievement) award (end-user) in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Gender equality/diversity professional of the year (end-user)—Pavneet Brar, Nomura
Pavneet Brar, who works in wholesale data and operations technology at Nomura, wins Gender equality/diversity professional of the year (end-user) in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: WatersTechnology Woman of the Year—Annabel Harrison, LSEG
Annabel Harrison, head of Agent Services, Post Trade Solutions at LSEG, wins WatersTechnology Woman of the Year in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Rising star (vendor) – data, engineering & product development—Miriam Eyles, Rimes
Miriam Eyles, senior data developer at Rimes, wins rising star (vendor) – data, engineering and product development in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Legal/compliance professional of the year—Sophie McDonald, State Street
Sophie McDonald, vice president and managing counsel at State Street, wins legal/compliance professional of the year in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Above and beyond award (vendor)—Berta Ares Lomban, SIX Group
Berta Ares Lomban, head of the Program and Innovation Office for Financial Information at SIX Group, wins the above and beyond award (vendor) in the 2026 Women in Technology and Data Awards.
Witad Awards 2026: Startup professional of the year—Pamela Lee, Talos
Pamela Lee, head of Asia-Pacific sales at Talos, wins startup professional of the year in the 2026 Women in Technology and Data Awards.