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

The Proof is in the Pudding

Subscribe to our newsletter

Lunch – London, so curry, of course – with a disillusioned reference data friend the other day leads us to take stock a bit of where this reference data marketplace has arrived, and from whence it came.

Reference Data Review will be four years old this year. Looking back over the archive – as we do as we put together each issue – we find a unique and valuable treasure trove. But not just of data or information, not just the facts of the evolution of this marketplace. Rather, what will continue to make Reference Data Review unique is our cataloguing of the attitudes of the players within the marketplace as they have twisted and changed over time.

Four years isn’t a very long time. But in reference data it’s been an age. When we started out with Reference Data Review, it was a little-known backwater, really, of the much more sexy and lucrative market data industry, an area we knew well from years of experience within it. Today, it’s a recognized, perhaps mature, subsegment of the financial data marketplace. One that’s possibly overcrowded with too many me-too events, and a raft of bottom-feeders struggling to get in on the act.

But the plus side is how the market’s attitude has evolved from those early days of Reference Data Review. Then, it was all about definitions, approaches, corporate governance, buy-in and ROI. It was about Powerpoint presentations, vapourware and acquisitions of major centralized databases that ultimately faded and died.

Of course, it still is about all those things. But on top of that, our industry now routinely throws up real implementations. This issue, for example, lists a range of projects, ranging from the mighty – ING – to the not so. And this is only the deals we managed to squeeze into this month’s 16+ pages.

So why was our reference data friend so reticent?

Perhaps because of the slow pace of change, in the face of a myriad compelling reasons why financial institutions should tear out their ageing IT infrastructures and replace them with architectures that make data a help rather than a hindrance? That’s part of it.

What’s transpiring from all the white papers, trade conference presentations, operations group powerpoints and, indeed, contributed Reference Data Review articles, is that many of the projects being undertaken by real people in the marketplace aren’t always the over-arching, architecture-busting sea-change implementations that many in our space had envisioned. Rather, they’re highly selective deals, aimed at addressing a very specific business issue. Much like most business projects should be, really. Is it time, then, to pack our bags and go home? Of course not. We just need to get used to operating in what is turning out to be the equilibrium state of the industry, where reference data projects are conducted to deal with practical problems. Nothing wrong in that.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: Hearing from the Experts: AI Governance Best Practices

The rapid spread of artificial intelligence in the financial industry presents data teams with novel challenges. AI’s ability to harvest and utilize vast amounts of data has raised concerns about the privacy and security of sensitive proprietary data and the ethical and legal use of external information. Robust data governance frameworks provide the guardrails needed...

BLOG

GoldenSource OMNI Evolves as Buy-Side Demands Transform

Data cloud giant Snowflake’s forum in San Francisco last month was closely watched by the data management industry, especially GoldenSource. A year after its launch, the creators of GoldenSource’s OMNI data lake product for asset managers were keenly watching what Snowflake had to offer with an eye to enhancing the app’s own provisions for the...

EVENT

TradingTech Summit 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

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,...