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

Golden Copy Protagonists Insist There’s More to the Concept than Just Hype

Subscribe to our newsletter

Our editorial last month about the cynical use of the term Golden Copy by the ever-growing number of newcomers to the business of reference data drew a crisp rejoinder from Kathleen Hawk of Clearview Associates, which provides marketing and public relations services to Asset Control. As you know, Asset Control was perhaps the pioneer of the Golden Copy concept, and as such probably has a right to be peeved by any negative connotations that may be drawn from the possible dilution of the idea behind creating a single security master covering all asset classes within the enterprise.

Here’s what Hawk had to say on the matter: To the Editor:However much as we’d like to claim that the idea of Golden Copy is our brainchild, it’s actually a well-worn concept in the world of database management that we dusted off to illuminate the challenges faced by users of multiple data sources. It simply means the reface copy of the data that is the accepted version. You also referenced the argument that there can be no such thing as Golden Copy, simply because several sources are likely to conflict at least some of the time. That is exactly why there is Golden Copy. Among conflicting sources, one value must be chosen in order to create a working version. Ordinarily, there is some programmed logic behind these decisions and when the logic fails to produce an acceptable answer, it goes to human researchers for a decision. The article mentioned that marketing issues are becoming increasingly more sophisticated, but there’s nothing simple about the management of market data. The integration and mapping work of feeds to applications, application to application, institution to institution, all while trying to stay abreast with changes in the source feeds, have led to the term, Spaghetti Syndrome, a morass of operational risk which is cured by the centralized use of Golden Copy data. You could also call it the Detangler Copy. When technology can overcome problems that are so long-standing and entrenched that they seem like the normal thing, some people may be a little skeptical. In the case of data management, the technology already exists to overcome the incompatibility of source formats and resolve discrepancies to create one trustworthy version that can serve the entire institution. This is not news anymore. The news that is actually interesting to data management professionals is that the technology keeps getting easier to use, less expensive to install and basically more for the money. Kathleen Hawk President Clearview Associates High Falls NY We agree with Hawk’s assessment of the current state of play, with the possible exception that any deployment of technology that fixes Spaghetti Syndrome is surely news, since it’s had to overcome many obstacles in addition to the merely technical. There is, indeed, nothing simple about the management of market data. As ever, were anxious to hear your views on how this market segment plays itself out.

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

Free from Fear and Lock-In – The Efficiency Jackpot Back-Offices in PE can Deliver

By Gareth Hewitt, Co-founder and CEO, LemonEdge. Private equity firms and fund administrators face heavier workloads and closer scrutiny than ever before, yet many back offices still run on systems built for a past era, when there was less expectation that services needed to be delivered quite as regularly. Teams recognise that sticking with these...

EVENT

RegTech Summit New York

Now in its 9th year, the RegTech Summit in New York will bring together the RegTech ecosystem to explore how the North American capital markets financial industry can leverage technology to drive innovation, cut costs and support regulatory change.

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...