Where fair lending questions come from
The Equal Credit Opportunity Act and the Fair Housing Act prohibit discrimination in credit based on protected characteristics, and New York adds its own protections through state and city law. Reviews often focus on pricing discretion given to loan officers or brokers, underwriting exceptions, marketing and branch decisions that may amount to redlining, and models that rely on data correlated with protected traits. Federal agencies have moved away from disparate impact theories, including through a CFPB amendment to Regulation B that has drawn a court challenge, while courts have recognized such claims under the Fair Housing Act, so the current position needs to be checked rather than assumed. State regulators, including the New York Department of Financial Services and the Attorney General, remain active in this area. Private lawsuits are also possible under the federal statutes.
Testing your own data
A compliance program usually includes monitoring loan outcomes, pricing, and exceptions across groups, with a way to investigate and document the reasons for any disparity. Keep the policies in effect for each period, the exception approvals, and the training records for staff who make credit decisions. If you use third-party models or vendors, gather what you know about how those tools work and what testing the vendor has done, because the lender usually remains responsible for the outcome. Adverse action notices need to give specific reasons for a denial, which can be difficult with complex models. Analysis is often run at counsel's direction so that preliminary findings can be reviewed before they become part of the record.
What we review first
In a first meeting we ask what prompted the concern: an exam, a data request, a complaint, a new product, or a plan to expand into new markets. We look at the lending products, the decision points where human discretion enters, and any models in use. If a regulator has already asked questions, we review the request, the deadline, and what has been produced so far. We also discuss how to structure any internal review so that it is useful for remediation without creating confusion about privilege. Fair lending compliance works better when it is part of product design rather than a reaction to findings.
