About a-team Marketing Services
The knowledge platform for the financial technology industry
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Sapient Global Markets Adds Sentiment to Data Management Maturity Assessment

Subscribe to our newsletter

Sapient Global Markets, a division of Sapient dedicated to technology services for capital and commodity markets, is taking a sentiment-based approach to data management maturity assessment with a service that is designed to expedite the process, provide a heat map of maturity across an enterprise and inform spending decisions.

The company’s Sentiment-Based Data Management Maturity Assessment (DMMA) survey is based on the Enterprise Data Management (EDM) Council’s Data Management Maturity Model, but does not use a typical evidence-based approach, instead adding questions geared to understanding how people perceive data management maturity.

The aim of the survey is to benchmark and heat map the maturity of data management, gain insight to drive data management strategy, provide implied prioritisations to better inform spending decisions, and predict the effects of particular initiatives on data maturity.

Gavin Kaimowitz, director at Sapient Global Markets, explains: “One of the biggest roadblocks to successful data management programmes is engagement from senior stakeholders across an organisation and the alignment of deliverables against priorities. Historically, it has taken companies far too long to understand the state of data management related programmes. Sentiment-based DMMA provides an expedited framework on which to base strategic data management decisions.”

The Sapient Global Markets survey is data management vendor agnostic and can be completed electronically, in conjunction with Sapient Global Markets consultants, or by internal staff. It is used to question people from IT to business and includes 12 questions covering four elements of data management: operations, architecture, strategy, and quality. Respondents take about 30 minutes to answer the questions and Sapient Global Markets suggests an analysis of the answers helps firms understand issues across the four elements of data management covered by the survey, decide what action and remediation is needed, and prioritise activities and investment.

Kaimowitz says a sentiment-based approach to data management maturity does not replace an evidence-based approach – Sapient Global Markets also offers an evidence-based service – with an evidence-based survey taking a longer time than a measure of sentiment and providing more structured guidelines for improvement.

Before bringing its sentiment-based DMMA solution to market, the company started to work with it at existing client sites, initially running the survey at a tier one investment bank and a tier one asset manager. One of these projects showed a discrepancy between sentiment and how budgets are assigned, leading to a reassessment of budgets for 2014.

Kaimowitz concludes: “Over the past year, we have experienced an increase in client demand for data management roadmaps. The first step is understanding the state of current data management programmes and this is where sentiment-based DMMA can help.”

Subscribe to our newsletter

Related content

WEBINAR

Upcoming Webinar: Streamlining trading and investment processes with data standards and identifiers

3 June 2025 10:00am ET | 3:00pm London | 4:00pm CET Duration: 50 Minutes Financial institutions are integrating not only greater volumes of data for use across their organisation but also more varieties of data. As well, that data is being applied to more use cases than ever before, especially regulatory compliance and ESG integration....

BLOG

The Data Year Ahead: AI Reality Check and New Skills Needed

If 2024 was the year when artificial intelligence (AI) came to the fore in data management, the next 12 months could see its spread ebb as financial institutions take a reality check and slow the frenetic pace of adoption. That, at least, is one of the many predictions for the new year from of a...

EVENT

RegTech Summit New York

Now in its 9th year, the RegTech Summit in New York will bring together the RegTech ecosystem to explore how the North American capital markets financial industry can leverage technology to drive innovation, cut costs and support regulatory change.

GUIDE

AI in Capital Markets: Practical Insight for a Transforming Industry – Free Handbook

AI is no longer on the horizon – it’s embedded in the infrastructure of modern capital markets. But separating real impact from inflated promises requires a grounded, practical understanding. The AI in Capital Markets Handbook 2025 provides exactly that. Designed for data-driven professionals across the trade life-cycle, compliance, infrastructure, and strategy, this handbook goes beyond...