In April 2025, the European Securities and Markets Authority (ESMA) has published the fifth edition of its report on the quality and use of regulatory data.
Since the go-live of EMIR REFIT on 29 April 2024, the European derivatives reporting regime has undergone a major transformation.
EMIR REFIT has been more than a technical upgrade, it's a fundamental shift in how data is validated, monitored and enforced.
ESMA's sharpened focus on data quality means that compliance is not longer about just submitting data, it's about submitting accurate and timely data.
Data Quality Indicators (DQIs) are metrics developed by ESMA to assess the accuracy, completeness, and consistency of reported derivatives data.
Below are some of the key findings of ESMA's data quality report pertaining to EMIR REFIT followed by our interpretation of the findings based on our interactions with market participants and their challenges with data quality.
Our take: The downward trend, in the roughly six months in 2024, could be due to a bedding-in process.
ESMA also observed that "[...] ESMA and authorities supervising the reporting entities noted the different levels of preparedness of reporting entities but also TRs. [..] More specifically on TRs preparedness, ESMA and authorities observed that some key functionalities had been delivered after the go-live."
We were curious if the lack of some TRs not being ready for Go-Live and introducing more changes post-Go Live may have affected the number of Outstanding Trades not matching between counterparties. If data is not being shared between TRs, then this is one area that would be affected.
We will be watching these indicators for further improvements. ESMA doesn't provide historical data on this indicator.
Our Take: Again, as in the point above, we wondered if this too was due to bedding-in process and the discrepancies more related to a lack of preparedness of reporting entities and TRs.
Our take: The improvement is likely linked to greater awareness around the expectation of stale valuations. ESMA guidelines for EMIR Refit were quite clear in outlining expectations for daily valuations and what it would consider a stale valuation. As supervisory guidance and industry awareness improved, firms adjusted their processes, resulting in more consistent and timely valuation data.
Our take: This may be due to sloppy data collection on the part of reporting counterparty. For some instruments, especially those that are perpetual, we have seen dummy maturity dates, in the past. More industry awareness appears to be correcting this issue.
Our take: The decline is likely linked to the changes introduced under EMIR Refit regarding which counterparty is responsible for submitting daily valuations. Initially, this shift created some confusion, with counterparties unclear on their obligations to report valuations. As supervisory guidance and industry awareness improved, firms adjusted their processes, resulting in more consistent and timely submission of valuation data.
Our take: We thought, for a new addition, the error rate was quite good. With any new field, there is always a bedding-in process and there may have been some confusion around the field and a counterparty’s reporting obligation. We speculated that perhaps some entities may have auto-populated this field without properly consider the default obligations of FCs in relation to NFC -/+.
The quality of data submitted has improved in some respects but arguably the improvement was made from a low starting point. Market participants can therefore expect to see ESMA push for further improvement in the quality of data being submitted to comply with EMIR/EMIR Refit transaction reporting requirements.
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