The White House has unveiled a national artificial intelligence (AI) framework that could eventually simplify compliance for mortgage professionals, but loan originators should expect business as usual for now.
Released March 20, the framework outlines legislative recommendations aimed at centralizing AI regulation at the federal level. A key focus is preempting state laws that impose what the administration calls “undue burdens.” For loan originators, especially those operating across multiple states, this could eventually mean fewer overlapping rules tied to AI-driven underwriting, pricing tools, and borrower-facing technologies. However, no changes have occurred yet.
James W. Brody, Esq., founding and managing partner of Brody Gapp LLP in Irvine, Calif., said the framework does not change existing state or federal requirements.
Brody, a compliance and litigation attorney who advises mortgage lenders on regulatory risk and AI governance, authored a detailed industry briefing analyzing the framework’s implications for mortgage banking — offering a practitioner-level view of what the proposal does, and does not, change.
He described the proposal as “a political document with legal consequences,” signaling where the administration wants AI regulation to land: a federal baseline, limited new bureaucracy, continued oversight by existing regulators, and aggressive preemption of state laws. Whether Congress ultimately follows that path, he noted, remains uncertain.
Why This Matters For Loan Originators
AI is increasingly embedded in the tools loan originators (LOs) rely on daily, from automated underwriting systems to lead generation platforms and pricing engines. This integration makes regulatory clarity critical.
Currently, loan originators are navigating a growing patchwork of state AI laws, including Colorado’s sweeping AI Act, set to take effect June 30, 2026. The proposed federal framework aims to replace this complexity with a single national standard. This move would benefit independent mortgage banks and multi-state lenders the most.
However, this potential relief is still uncertain. Congress would need to act, and early signals suggest bipartisan resistance to broad federal preemption could slow progress.
What Loan Originators Should Do Now
For loan originators and their companies, the message is clear: do not pause compliance efforts. The framework explicitly warns against scaling back AI governance in anticipation of future regulatory relief.
Institutions that delay AI governance “are making a bet on legislative timing that the current Congress has not earned,” according to the analysis.
Instead, lenders are advised to:
- Continue building AI compliance programs aligned with the strictest state requirements
- Assume current laws, including state-level rules, will remain in place for the foreseeable future
- Monitor developments in Colorado, where lawmakers are already revising their AI statute
- Ensure borrower-facing AI tools remain compliant with fair lending and disclosure requirements
Federal obligations tied to the Equal Credit Opportunity Act (ECOA), Regulation B (Reg B) adverse action notices, and model risk management standards remain unchanged and fully enforceable.
The Bigger Picture
The framework also reinforces a broader regulatory philosophy: no new AI regulator is coming. Instead, oversight will remain with existing agencies such as the Consumer Financial Protection Bureau (CFPB), the Federal Trade Commission (FTC), and the Office of the Comptroller of the Currency (OCC). This means AI will continue to be evaluated within existing compliance frameworks rather than through a single, unified rulebook.
For loan originators, this translates to continued scrutiny around how AI impacts borrower outcomes, pricing decisions, and marketing practices.
Bottom Line For Loan Originators
While headlines around federal preemption may suggest relief is on the way, the reality on the ground is unchanged. Loan originators must continue operating under today’s rules, not tomorrow’s possibilities.
“The mortgage banking industry’s AI governance obligations did not change today,” Brody said.
Until Congress acts, compliance remains a state-by-state challenge.
