Freddie Mac AI governance requirement became effective March 3, 2026. Established through Bulletin 2025-16 and codified in Section 1302.8 of the Seller/Servicer Guide, the framework is built around three core principles: transparency, accountability, and ethical stewardship. For mortgage sellers and servicers, this is not a future planning item. It is a current obligation that applies to any organization using artificial intelligence in its operations today.
If AI touches your business in any form, you are now required to maintain a formal AI governance policy that meets Freddie Mac’s standards. That includes underwriting tools, servicing platforms, and internal productivity tools. The scope is broader than many organizations initially expect.
Who This Requirement Applies To
Freddie Mac’s AI governance requirement applies to all Sellers and Servicers operating under the Freddie Mac Seller/Servicer Guide. The trigger is use. If your organization uses artificial intelligence in any capacity, the requirement applies.
This is a deliberately broad standard. It is not limited to organizations using AI for credit decisioning or automated underwriting. If your team uses AI-powered productivity tools, document processing platforms, or any technology with machine learning components embedded in its operations, Freddie Mac’s expectation is that you have a formal governance framework in place to manage it.
What Freddie Mac AI Governance Requires From Your Policy
Freddie Mac’s requirement goes beyond having a written policy on file. The standard calls for clear documentation of how AI is being used, defined oversight structures that establish accountability for AI governance within the organization, and controls that are designed to hold up under review.
A governance framework assembled quickly to satisfy a deadline, without the substance to support it, is not the same as a defensible policy. Examiners and Agency reviewers evaluate whether governance controls are real and operational, not just whether a document exists.
Key questions every Seller and Servicer should be able to answer include: Does your AI policy accurately reflect how AI is currently being used across the organization? Are oversight responsibilities clearly assigned? Is your governance documentation current and auditable?
Why the Scope Is Broader Than It Appears
Many mortgage organizations assume AI governance requirements apply primarily to automated underwriting systems or credit risk models. The reality is that AI is embedded in a much wider range of tools. Loan origination platforms, document review software, customer communication systems, and internal workflow automation tools all frequently incorporate AI or machine learning components.
An organization that has not conducted a thorough inventory of its AI use may be operating with a governance gap it isn’t aware of. That inventory needs to include third-party vendor tools, not just internally developed systems. Under Freddie Mac’s framework, responsibility for governing AI does not transfer to vendors. It stays with the seller or servicer. The first step in meeting the requirement is understanding the full scope of where AI is present in your operations, and whether your current policy covers it.
What a Standalone AI Policy Needs to Include
A standalone AI governance policy that meets the Freddie Mac standards should define the organization’s AI use clearly, establish accountability for AI oversight at the appropriate level of leadership, describe the controls in place to monitor AI performance and manage risk, and include a process for reviewing and updating the policy as AI use evolves.
For organizations that already have a compliance framework in place, the question is whether that framework has been updated to address AI governance specifically, or whether AI has been incorporated into existing policies in a way that may not satisfy Freddie Mac’s current expectations.
Taking a Proactive Approach Now
Organizations that address Freddie Mac AI governance requirement proactively are in a fundamentally better position than those that wait for an examination or audit to surface the gap. A well-documented AI governance policy demonstrates to Freddie Mac and other regulators that your organization takes its compliance obligations seriously, including obligations that are new.
Firstline Compliance helps mortgage sellers and servicers build Freddie Mac AI governance policies and compliance frameworks that are accurate, documented, and defensible. Because Firstline works exclusively in mortgage compliance, the guidance is grounded in how Freddie Mac and other regulators actually evaluate governance in practice, not adapted from a general technology risk framework. Whether your organization needs a standalone AI policy or a comprehensive review of how your existing compliance framework addresses AI, contact Firstline Compliance to start the conversation.
