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

Panellists Highlight the “Shotgun Wedding” of Data Management and Risk Management at DMRAV in NYC

Subscribe to our newsletter

The data management and risk functions of financial institutions have become subject to a “shotgun wedding of sorts”, as firms aim to tackle their underlying data quality issues in the post-crisis environment, according to panellists at last week’s A-Team Group Data Management for Risk, Analytics and Valuations (DMRAV) conference in NYC (see details of the London sister event coming up on 17 October here). Firms have therefore moved from the stages of denial of the problem to acceptance and change (albeit gradually).

Bottega recommended that firms looking to set off down the path towards tackling their underlying data management challenges (be it to support the risk function or otherwise) should first take stock of where they are currently. “A simple inventory of where you are at the moment with regards to data management and where the gaps are is the most important first step,” he said. “This must be done before any data quality metrics or data governance structures are set in place.”

The challenge, as always, is also to ensure that momentum is maintained throughout the data management change programme, once it has been kicked off, agreed panellists. Thomson Reuters’ head of strategy and business development for Enterprise content Tim Lind added that the function would have to continue to fight its corner and ensure that it doesn’t miss the window of opportunity granted by the financial crisis and regulatory change. “Never waste a good crisis,” he joked.

Of course, other business changes such as M&A activity will continue to pose a challenge to data management teams in the interim. The data quality panellists noted that going back to fundamental data definitions during an M&A process and ensuring that all parties are talking the same language is the most efficient and practical way of tackling this challenge. Sanjay Vatsa, managing director and head of transformations for Citi Securities & Fund Services, for example, indicated that he has been through three M&A events in his current role and that moving from multiple languages to a single language for data was a key coping strategy for his team.

“In a merged company you need to define common ground,” added HSBC’s Serenita. “Clear business definitions of data items are needed at the outset and this back to basics approach is a very important first step to take before you can put any kind of execution plan together.”

Vatsa compared data management to a religious cult with strict discipline and a set dictatorship to follow. “Data items X, Y and Z should not be subject to discussion and should have the right governance structure around them to ensure they are subject to strict validation rules,” he elaborated.

So, data has been married off to risk and compliance, gone through a ‘Who Moved My Cheese’ change programme and taken on cult like status. Some progress indeed for what many have called an unglamorous back office function. From wallflower to wedded bliss via a crisis.

Subscribe to our newsletter

Related content

WEBINAR

Upcoming Webinar: Unlocking value: Harnessing modern data platforms for data integration, advanced investment analytics, visualisation and reporting

4 September 2025 10:00am ET | 3:00pm London | 4:00pm CET Duration: 50 Minutes Modern data platforms are bringing efficiencies, scalability and powerful new capabilities to institutions and their data pipelines. They are enabling the use of new automation and analytical technologies that are also helping firms to derive more value from their data and...

BLOG

Denodo says its New Agora Platform is Built to Tame New Data Challenges

Data management services provider Denodo says it has tooled its latest innovation to provide solutions for a four-prong set of new challenges that the changing face of financial services has presented institutions. Agora, the company’s new cloud-based data management platform, addresses the critical needs that the Californian company highlighted in a recent white paper. They...

EVENT

TradingTech Summit London

Now in its 14th year the TradingTech Summit London brings together the European trading technology capital markets industry and examines the latest changes and innovations in trading technology and explores how technology is being deployed to create an edge in sell side and buy side capital markets financial institutions.

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...