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

ECB’s Francis Gross Makes the Case for Data Standardisation and Shared Data Infrastructure

Subscribe to our newsletter

Technology has added complexity to capital markets, shifted the human-machine interface,  and will soon provide automation beyond human understanding. It could also go wrong and cause an unplanned and unwanted crisis on a scale far larger and more damaging than the 2008 crisis. Countering this criticality and ‘the data mess that is getting worse all the time’, Francis Gross, senior adviser to the directorate of general statistics at the European Central Bank, set out a vision of finance as a global network of standardised contracts among a global population of agents at last week’s TSAM conference.

Noting the need to address data management challenges and invest in data, having opened a pandora’s box that can’t be closed, Gross outlined steps that could be taken to achieve his vision. He talked about the need to move from operational to analytical systems, to be able to measure the speed of global systems in real time and to develop flexible analytics to address sudden surprises in global markets. He also underlined the importance of extremely granular data and the need to standardise data globally, starting with identifiers such as the Legal Entity Identifier (LEI). Additionally, every contract should be represented in a universal language.

Taking a step back, Gross described data today as an obstacle to technology, and technology as a catalyst of increasing social complexity caused by connecting more diverse people in different countries. He noted that the ‘data mess’ is getting worse all the time and that technology is adding to complexity rather than complementing financial markets.

He commented: “The problem is deep, global, growing fast and potentially critical. The implementation of standards has become urgent, but harder and slower to reach on a global basis.”

While Gross called for global standards as a means to solve problems caused by data and technology, he questioned who would make the standards. He cited the LEI as a working standard made at a global level, but said the issuance of 1.3 million LEIs is not good enough. He commented: “We need public leadership to make global standards and an infrastructure that holds data that is used by all.”

Fleshing out his vision of a network of global contracts, Gross said standards will need to be agreed by law and that law should mandate standardised digital contract representation. Distributed ledgers would also be needed to represent populations of diverse contracts in a single language.

With global standardisation in place, Gross described the possibilities of industry participants and regulators working with a shared data infrastructure, banks having single identifiers for all objects, which would lead to safer operations, and machine executed reporting. He concluded: “Building data infrastructure underpinned by law has to be a public mission. It will create more freedom for markets, lower the costs and risks of our industry, and automate reporting.”

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

Private Markets Growth Exposes Asset Servicing’s Infrastructure Gap

By Toby Glaysher, Chairman, FINBOURNE. Asset servicers face a paradox: winning business in the industry’s fastest-growing segment whilst discovering that growth erodes rather than enhances profitability. Private markets represent both strategic opportunity and operational crisis, exposing fundamental limitations in infrastructure built for a different era. When growth creates problems The expansion into private credit, infrastructure...

EVENT

RepRisk Sustainability Breakfast Roundtable London

The London sustainability breakfast is part of the global roundtable thought leadership event series hosted by RepRisk in key markets, including, New York, Toronto, London, Frankfurt, Oslo, Copenhagen, Stockholm, Hong Kong and Singapore in 2026.

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...