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

Andrew’s Blog – It’s All About Risk (Data)

Subscribe to our newsletter

This week sees the release of an industry briefing we prepared for Sybase entitled ‘Managing Risk Data in the Siloed Enterprise’. I’ll be presenting the key findings at an event in London on Tuesday, where I’ll be joined by a group of risk managers and data architects – as well as Sybase’s Stuart Grant, IDC Financial Insights’ Matt Clay and Deloitte’s Julian Leake – to talk about what’s emerging as our industry’s thorniest problem: how to extract data required to meet the reporting needs of senior management and regulators from the “spaghetti crow’s nest” of data repositories and plumbing connections that is today’s financial markets enterprise.

The event is sold out (although there are always cancellations, so if you’re interested in attending, drop me a note and we’ll try to squeeze you in). And I’m not surprised.

Two years ago, when we first started thinking about our Risk-Technology.net publication, the single compelling industry issue we sought to give clarity to was this. Since we’ve been covering the marketplace more closely, what’s emerged is a clear picture of opacity. That is to say, the legacy of 10, 15, even 20 years of market and credit risk systems has left a siloed landscape of individual data repositories that find it difficult to speak to one another, are difficult to extract useful data from, and operate to their own timescales.

This leaves the data manager – and in particular the risk architect – with the task of cleaning up the problem. At stake is his or her firm’s ability to meet the ever more-onerous requirements of the regulators, while at the same time giving management the business information it needs to remain nimble, agile and ahead of the competition that’s trying to do precisely the same thing.

Our paper on the topic was based on discussions with some people we consider to be innovators in the European marketplace, mostly from large sell-side organisations. What we found was a distinct commonality in the understanding of the challenge they are facing, and the adoption of some clever ways to clean things up from a risk data perspective. Remember: identifying, gathering, normalising and orchestrating the broad range of data required is a gargantuan task in itself; getting funding for help is even tougher.

Our interviewees were candid about the task in hand, and realistic about their ability to get things in order. They talked about their approach in adopting technologies to help them, about how to manage those technologies and the projects to implement them from a governance standpoint, and the importance of getting the balance right between buying and building your own.

There is reason for optimism: Two years ago, few had identified the need for action in this area. Today, it’s widely recognised as a, if not the, top priority for data architects. Meanwhile, we’re talking to an increasing number of solution providers who have tools that can help, with pioneers adopting fast database technologies and highly scalable distribution mechanisms that fit the bill for the kind of system needed to generate on-demand risk information in the large financial enterprise.

Tuesday’s event – at the Green’s & Runner Bar in the City – should be enlightening. If you can’t make it along, we’ll be posting the paper for free download in the coming days. You’ll hear from us, or you can check the research section of the web-site.

Subscribe to our newsletter

Related content

WEBINAR

Upcoming Webinar: The ROI of Data Trust: Quantifying the Business Value of Data Observability

Date: 8 July 2026 Time: 10:00am ET / 3:00pm London / 4:00pm CET Duration: 50 minutes Data is the fuel that keeps modern financial institutions’ motors running but if that data can’t be trusted then the decisions made based upon it, or the uses to which its put, will be compromised. That’s especially important for...

BLOG

Banks Should Optimise Collateral in 2026 to Lay the Groundwork for Greater Efficiency and Innovation

By James Pike, Chief Revenue Officer and Head of Strategy, Taskize. Collateral teams have been tested in 2025. Banks have weathered multiple bouts of high volatility, including the fallout from ‘Liberation Day’ and sell-offs over fears of a possible AI bubble. Sharp spikes in volatility across multiple asset classes have the potential to disrupt collateral...

EVENT

Buy AND Build: The Future of Capital Markets Technology

Buy AND Build: The Future of Capital Markets Technology London 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 Handbook 2026

AI adoption in capital markets has moved into a more disciplined phase. The priority is now controlled deployment: where AI can be used safely, where it can deliver measurable value, and how outputs can be governed, monitored and evidenced. The 2026 edition of the AI in Capital Markets Handbook examines how AI is being applied...