MFSA Thematic Review: Data Reporting Governance for 2026
Alejandro MartÃnez ·
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The MFSA announces a 2026 thematic review of data reporting governance for firms under MiFIR, EMIR, SFTR & MAR. Get ready for a deep dive into seven key areas, including AI tools.
Hey there. If you're involved with European financial reporting, you'll want to pay attention to this. The Malta Financial Services Authority (MFSA) is gearing up for a major check-up. They're launching a thematic review focused on one thing: how well firms govern their data reporting.
It's not just another compliance box to tick. This is about the core systems that keep financial markets transparent and trustworthy. Think of it as a deep dive into the engine room, not just a glance at the dashboard.
### What's the Scope of This Review?
The MFSA plans to look at data reported under all the major EU frameworks. That means MiFIR, EMIR, SFTR, and MAR. But here's the key—they're taking a principle-based approach. They care less about the specific dataset and more about the foundational practices behind it.
They'll be examining seven critical areas:
- Organisation and governance of your data reporting
- Your compliance and internal control systems
- How you manage risk
- The policies and procedures you have in place
- Any outsourcing arrangements (including third-party providers)
- How you produce and transmit the data itself
- Your internal and external communication flows
And here's a modern twist: they might also ask about the tools you use. Yes, that includes any AI-enabled platforms supporting your reporting processes. It's a sign of the times.

### Who Will Be Selected and How?
The MFSA isn't planning to review everyone at once. They'll use a risk-sensitive approach. They'll select entities within the scope of those regulations based on a few factors. The size of your firm matters. Your activity profile matters. And the supervisory insights they've gathered over years of oversight definitely matter.
It's a proportionate method. They're aiming to be strategic, not scattergun.
### What Should Selected Firms Expect?
If you're chosen, you'll get a notification letter. This letter will outline exactly what documents and information you need to provide. You'll submit everything through the MFSA's secure channels.
So, what kind of paperwork are we talking about? You should be ready to share governance artifacts, your policies and procedures, control documentation, and risk oversight materials. They'll also want to see your outsourcing arrangements, business continuity plans, and any management info that shows how you ensure timeliness and quality.
Again, be prepared to discuss any AI components in your stack.
### The Timeline You Need to Know
Mark your calendars. Here's the indicative schedule for this entire process:
- Industry circular issued: By mid-March 2026
- Notification letters sent: By the end of March 2026
- Document submission window: 20–30 working days from notification (target is end of April 2026)
- Clarification Q&A: 1–2 weeks after submission
- On-site meetings: Scheduled between Q2 and Q3 of 2026
- Individual feedback: Within 6 weeks of your supervisory interaction
- Industry-wide communication: Any cross-firm observations shared by end of 2026
It's a process designed to be thorough but also respectful of your time. The bilateral agreement for on-site meetings is a good example of that.
As one compliance veteran recently noted, *'Good data governance isn't about avoiding regulators. It's about building a business that can withstand any scrutiny.'* This review is your chance to prove just that.
The bottom line? This isn't a surprise inspection. You have time to prepare. Use it wisely. Look at those seven areas now. Ask yourself if your arrangements are truly robust. Because in the world of finance, the quality of your reporting is a direct reflection of the quality of your operations.