Property Appraisal AI
Standards

Can AI sign an appraisal?

The short answer is no. It comes down to licensing, and to who a state board can hold responsible.

Can an AI system sign an appraisal report?

No. In mortgage lending, the signature on an appraisal belongs to a state licensed or state certified appraiser, and software holds no license.

Fannie Mae's appraisal report forms identify the appraiser as the individual who performed the analysis, prepared the report and signed it. The forms assume a person from the start.

The wider system works the same way. The Appraisal Subcommittee oversees state appraiser regulatory programs for federally related transactions and maintains a national registry of appraisers. A registry lists people with credentials. A model has no entry.

What does the signature commit the appraiser to?

It attaches a named, credentialed person to the analysis and the conclusion, so there is someone to question, review and, if needed, discipline.

That person works under USPAP, which The Appraisal Foundation describes as the national standards for real estate appraisal. Its Appraisal Standards Board updates the standards as needed; the foundation lists the 2024 edition as current.

By signing, the appraiser owns the work. A model can be retrained or retired. It cannot lose a credential, answer a complaint or face professional consequences for its reasoning.

Can an appraiser use AI while preparing the report?

Yes. Federal regulators have said so, on one condition: the value has to stand without the model.

In the 2024 interagency rule on automated valuation models, the agencies noted that appraisers may use these models when preparing appraisals. They added that the appraiser must still achieve credible results under USPAP, so the value conclusion has to be supportable independently and not rely on the model.

That is probably the clearest official statement of where the line sits today. The tool can inform the work. The conclusion has to rest on evidence the appraiser can defend.

How is help from others disclosed in a report?

Fannie Mae has rules for help from other people. They say nothing about software.

Under its appraiser selection criteria, a trainee or an unlicensed or uncertified appraiser may perform a significant amount of the work. The licensed or certified appraiser who signs must acknowledge in the report the extent of the professional assistance and the tasks each individual performed.

The guide section does not mention automated tools. Whether a report should describe tool use, and how, is still an open question.

Questions

Common questions

Is an AVM report an appraisal?
Not in the regulated sense. A model can produce a value estimate, but an appraisal is developed and signed by a licensed or certified appraiser working under USPAP.
Could a supervisor sign for work a model did?
Fannie Mae's assistance rules describe work done by trainees and other individuals, with the signing appraiser acknowledging each person's tasks. They do not describe a model doing the work.
Does the 2024 AVM rule change who signs?
No. The rule governs how lenders control the models they use. It excludes an appraiser's own use of a model in developing an appraisal.
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