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

Data Management – Why is it all so Difficult and Costly?

Subscribe to our newsletter

The financial industry spends $28.5 billion on externally sourced market data and a further $2-3 billion cleaning it up so that is can be used internally. Why is this so difficult and costly, and what can the industry and market participants do about it?

Peter Moss, CEO of the SmartStream Reference Data Utility (RDU), will discuss the problems of market data and some potential solutions during a keynote presentation at A-Team Group’s Data Management Summit in New York City next week on Thursday 19 September.

Moss suggests that in a market where products are defined by data and traded using data mechanisms, the data should be standardised – but this is not the case due to factors such as differences in securities identifiers, a lack of identifiers in some capital markets, data attributes represented differently across data sources, problems with classification, and different identifiers for market participants.

On top of these problems, Moss notes the fluidity of capital markets, in which products are created and dropped on a continuous basis, and the impact on equity data of a constant stream of corporate actions.

He says: “It is very difficult to maintain all the data that is required in a straightforward way across an organisation. The truth is that data standards are not precise enough in an environment where data comes from a huge number of sources. Data vendors pull some of the data together, but it is not possible for a firm to get all required data from one source, which becomes a challenge for the firm.”

As well as considering these challenges during his keynote, Moss will discuss industry initiatives and firms’ efforts to improve matters, and the potential of utilities to short circuit some of the problems and provide firms with cleansed data.

Subscribe to our newsletter

Related content

WEBINAR

Upcoming Webinar: How to simplify and modernize data architecture to unleash data value and innovation

15 May 2025 10:00am ET | 3:00pm London | 4:00pm CET Duration: 50 Minutes The data needs of financial institutions are growing at pace as new formats and greater volumes of information are integrated into their systems. With this has come greater complexity in managing and governing that data, amplifying pain points along data pipelines....

BLOG

S&P’s Capital IQ Pro Flagship Offers Visible Alpha with View to Expansion

Behind every stock analyst’s financial forecast report is a detailed data model that tracks the company so that they can arrive at a view on that asset. Until about eight years ago it was difficult to prise open those reports to understand the thinking behind the headline numbers. Visible Alpha helped change that. Founded by...

EVENT

TradingTech Briefing New York

Our TradingTech Briefing in New York is aimed at senior-level decision makers in trading technology, electronic execution, trading architecture and offers a day packed with insight from practitioners and from innovative suppliers happy to share their experiences in dealing with the enterprise challenges facing our marketplace.

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...