As the dust settles on another HMDA submission season, many institutions shift their focus to day-to-day operations—relieved to have met the deadline and corrected any glaring data issues. But before we close the chapter completely, there’s an important question to ask:
What did we learn from last year’s HMDA cycle—and how are we applying it today?
Why Reflection Matters in HMDA Compliance
HMDA reporting isn’t just a regulatory requirement, it’s a data story your institution tells the public, regulators, and internal stakeholders about your lending practices. When we treat each year’s submission as a one-time task, we miss the opportunity to uncover patterns, identify root causes of errors, and strengthen future reporting.
Whether your team encountered data integrity issues, experienced last-minute rushes, or handled unexpected regulator questions and feedback, each challenge holds valuable insight.
5 Questions to Ask Now (While the Lessons Are Still Fresh):
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What were our most common data errors—and why did they happen?
Look for recurring issues across fields (e.g., income, loan purpose, race/ethnicity). Were they system errors, manual entry mistakes, or training gaps? -
How much time and effort went into data corrections?
Use this to evaluate whether your current QA and validation processes are catching issues early enough. -
Did we have the right people and resources in place?
HMDA is a cross-functional effort. Reflect on whether communication between business lines, IT, and compliance was efficient—or strained. -
What feedback did we receive from regulators or internal auditors?
Pay special attention to informal observations—they often hint at areas of concern before they become formal findings. -
Are we treating HMDA as a year-round process—or a seasonal fire drill?
Institutions that build a sustainable, ongoing HMDA program (with interim data analysis and proactive validations) reduce the pressure of year-end fixes.
Every corrected error in last year’s submission is a breadcrumb in a trail leading toward fixing preventable issues. The institutions that stand out are the ones who don’t just clean up HMDA data—they learn from it.
At a time when regulatory scrutiny and public transparency are only increasing, proactive compliance is no longer a luxury. It’s a competitive edge.
Moving Forward: What You Can Do Today- Host a post-submission retrospective. Bring together stakeholders from across departments to talk candidly about what went well and what didn’t.
- Create a "lessons learned" tracker. Document pain points and proposed solutions while they’re still top of mind.
- Develop a quarterly HMDA review cycle. Don’t wait until next January to clean your data. Make data analysis part of your regular cadence.
Final Thoughts
HMDA compliance doesn’t end with a successful submission—it begins with the insights it leaves behind. By analyzing last year’s missteps and building safeguards into this year’s processes, you shift from reactive to resilient.
And that’s how great institutions don’t just comply. They lead.