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

Recorded Webinar: An Agile Approach to Investment Management Platforms for Private Markets and the Total Portfolio View

Data and operations professionals at private market institutions face significant data and analytical challenges managing private assets data. With investors clamouring for advice and analysis of private markets in their search for returns, investment managers are looking at ways to gain a more meaningful view of risk and performance across all asset types held by...

BLOG

Regulations in the Balance as Institutions Remain Sustainability-Focussed: ESG Summit London Review

Despite a perception that ESG is in retreat around the world, financial institutions continue to take the issue very seriously as a matter of risk management, a trend that continues to exert an influence on the data demands of organisations. It isn’t even the compliance imperatives of organisations operating in heavily regulated parts of the...

EVENT

Eagle Alpha Alternative Data Conference, London, hosted by A-Team Group

Now in its 8th year, the Eagle Alpha Alternative Data Conference managed by A-Team Group, is the premier content forum and networking event for investment firms and hedge funds.

GUIDE

Regulatory Data Handbook 2025 – Thirteenth Edition

Welcome to the thirteenth edition of A-Team Group’s Regulatory Data Handbook, a unique and practical guide to capital markets regulation, regulatory change, and the data and data management requirements of compliance across Europe, the UK, US and Asia-Pacific. This year’s edition lands at a moment of accelerating regulatory divergence and intensifying data focused supervision. Inside,...