HMDA
How to Evaluate Fair Lending and CRA Software: What to Test Before You Sign

Every fair lending and CRA software evaluation starts the same way: a shortlist of vendors, a run of demos that all look competent, and a decision that has to be defended internally on something firmer than which interface felt nicer. The difficulty is that the differences between these products are mostly invisible in a demo. They show up eighteen months later, in an examination, when someone asks how a number was produced and the honest answer turns out to be that nobody knows. This is a guide to testing for that in advance. It is written from our side of the table — we sell one of these products — so treat the last section as the interested party it is. The first five are the questions we would ask any vendor in this category, including ourselves. What does fair lending
HMDA Plus: What It Actually Changed in the LAR Workflow

The short version. If you have been told HMDA Plus is coming, the date is wrong by about a decade. It is the industry nickname for the expansion the CFPB proposed in 2014 and finalised on 15 October 2015, and most of it took effect on 1 January 2018. It is not a proposal you need to prepare for. It is the reason your LAR looks the way it does now. That matters more than a correction, because a good deal of the material still circulating about it is written in the future tense. If your process was built after 2018 you inherited the outcome without seeing the transition; if it was built before, some of the workarounds from that first filing season are probably still in it. Either way the useful question is not what HMDA Plus proposed. It is what it did to the workflow, and which of those
How to Fix the 10 Most Common HMDA Edit Check Errors

Every year thousands of financial institutions rush to meet the March 1 HMDA filing deadline, and every year edit check errors slow them down. These validation failures range from simple data entry mistakes to logic conflicts between fields that need careful analysis to resolve. After helping institutions file HMDA data for nearly four decades we see the same ones appear again and again, and the pattern behind most of them is not carelessness but a mapping between an origination system and the LAR that was defined once and never revisited. Here is how to identify and fix the ten most common HMDA edit check errors before they delay your submission. Every edit number below is quoted from the FFIEC Filing Instructions Guide for 2026, which is linked at the end. Understanding HMDA Edit
2025 HMDA Filing: Your Complete Preparation Checklist for March 2

Status note, updated 18 August 2026. This checklist was written for the 2025 data / March 2026 filing cycle, and that cycle has closed — the dates below are kept as a worked example rather than as upcoming deadlines. The eight preparation steps themselves do not change from year to year, so the checklist is still the one to work through. For the 2026 data year, the filing deadline is 1 March 2027, which falls on a Monday and so needs no adjustment. The March 2, 2026 deadline for submitting your 2025 HMDA data is a Monday, and that is the only reason it is not March 1: the usual date falls on a Sunday this year. Whether this is your first filing or your thirtieth, working through a structured preparation process is what keeps the last week of February from turning into a
HMDA enforcement defanged by Trump-led regulators

December 22, 2018 It's been a major issue for our industry. In fact, one of our feature stories for the December magazine, written by our Managing Editor Sarah Wheeler, details the new risks HMDA reporting represents for lenders. And earlier this year HousingWire warned lenders that if they think compliance is hard now, just wait until the new HMDA regulations kick in. Most of the 2015 updates to HMDA take effect in January 2018. However, now, both the Office of the Comptroller of the Currency and the Consumer Financial Protection Bureau — both now led by Trump-administration leaders (more, below) — announced they will not be assessing penalties on HMDA data collected in 2018 and reported in 2019. What's more, the CFPB also intends to open a rulemaking to reconsider
- How to Evaluate Fair Lending and CRA Software: What to Test Before You Sign
- How to Evaluate Fair Lending and CRA Software: What to Test Before You Sign
- HMDA Plus: What It Actually Changed in the LAR Workflow
- What a Fair Lending Exam Actually Asks For
- Fair Servicing: What Examiners Test in Servicing Data, and How to Test It First
- HMDA Plus: What It Actually Changed in the LAR Workflow
- How to Fix the 10 Most Common HMDA Edit Check Errors
- 2025 HMDA Filing: Your Complete Preparation Checklist for March 2
- How to Evaluate Fair Lending and CRA Software: What to Test Before You Sign
- What a Fair Lending Exam Actually Asks For
- Fair Servicing: What Examiners Test in Servicing Data, and How to Test It First
- What Actually Counts as a Small Business Loan Under Section 1071
- Section 1071 in 2026: What Lenders Need to Know About Small Business Lending Data
- How to Evaluate Fair Lending and CRA Software: What to Test Before You Sign
- Special Report: Geocoding - Achieving the Highest Accuracy
