About a-team Marketing Services
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Regulators Double Down on BCBS 239 Data Quality Focus

Subscribe to our newsletter

The European Central Bank (ECB) and other financial services regulators will increase their focus on improving the quality of data they receive from financial institutions over the next 24 months. Speakers at the Vermeg Annual Regulatory Reporting Conference, held in London in late June, said regulators are analysing the quality of the Basel III data reports they receive more deeply, and are seeking to engage with the industry on BCBS 239 compliance. Ongoing concerns about data quality mean increased enforcement is expected to be a tool that regulators will use very soon.

At the moment, financial services firms are responsible for the quality of the data they send to fulfil Basel III reporting requirements – regulators expect them to send in files that are 100% correct and on time. However, it’s no secret that supervisors have been disappointed by the quality of the data they are receiving. There is a sense that banks are not adequately reviewing regulatory data reports before they are sent to the supervisors. For example, an attendee at the conference noted that one bank had to resubmit a set of regulatory data 74 times before it was correct. Issues include empty fields, fields filled in with data that is obviously wrong, and data revisions without explanation by firms.

This concern over data quality is borne out by statistics. The European Central Bank posts information about the quality of data it receives from banks on its website, and this makes for eye-opening reading. Some 59% of submitting firms turned in regulatory reports with at least one failing validation rule in the fourth quarter of 2018. For the same period, almost 7% of data points were missing from these reports. This, is in spite of the ECB already giving the issue of data quality considerable focus.

In February 2017, the regulator communicated its expectations for both internal modelling and data quality at firms. IT followed this up with on-site inspections, in which it found most firms approach to data quality to be disappointing – practices at some firms were so poor that they received significant regulatory capital add-ons. In September 2018, the ECB published a consultation that strengthened requirements for governance, systems and processes around data quality.

Attendees at the event clearly expect the ECB to raise its game in forthcoming inspections of BCBS 239 regulatory reporting capabilities. To begin with, the ECB has a framework that it is actively using to assess firms’ approach to data quality. Supervisors will review firms’ approach with an eye to punctuality, accuracy, completeness, stability, plausibility, and reliability. The first three of these are considered to be ‘hard’ checks, in that they can be defined by metrics. The second three are ‘soft’ checks, which require more regulatory judgement and discretion.

Going forward, it will be up to firms to demonstrate that they are taking reasonable steps to produce accurate regulatory reporting, to the ECB. Firms that fall short can expect to enter into more intensive engagement with the ECB on the matter – essentially, a five-step escalation process. Regulators will hold discussions with firms that are failing to meet the required standard, and give them deadlines to resolve outstanding issues. If that fails to produce results, a letter will be sent to either the chief financial officer or the chief risk officer. The letter, again, will have a clear deadline by which the identified issues are expected to be resolved. If the issues are not fixed, a similar letter will go to the CEO or chair of the audit committee. If this too fails to elicit the right responses, then the ECB will move to impose sanctions, including the possibility of both fines and naming and shaming institutions.

Attendees at the event suggested it was possible that the ECB could engage in a number of targeted enforcement actions over the next 12 months to encourage firms to get their BCBS 239 data quality houses in order.

Subscribe to our newsletter

Related content

WEBINAR

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

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 data that’s fed into artificial intelligence models. If the data isn’t clean, accurate and complete, then...

BLOG

FCA Market Watch 86 Reveals Material Weaknesses in MAR Surveillance

The FCA recently published Market Watch 86 highlighting a number of deficiencies in the systems, controls and governance over market abuse regulation (MAR). This follows supervisory visits to seven large retail oriented broker-dealers with high volumes of single-stock equities playing an important role in identifying and reporting potential insider dealing and exposure to other forms...

EVENT

Eagle Alpha Alternative Data Conference, Fall, New York, hosted by A-Team Group

Now in its 8th year, the Eagle Alpha Alternative Data Conference managed by A-Team Group, is the premier content forum and networking event for investment firms and hedge funds.

GUIDE

Regulatory Data Handbook 2026 – Fourteenth Edition

Welcome to the fourteenth edition of A-Team Group’s Regulatory Data Handbook. Supervisors increasingly expect firms to demonstrate which rules apply, which data supports each obligation, who owns the control and how exceptions are identified and resolved. Policies and implementation programmes must now be supported by records that can withstand regulatory scrutiny. This edition examines material...