UAD 3.6 Appraisal Fees

New URAR and UAD 3.6 Appraisal Fees, AMC Tech Fees

February 6, 2026

What’s in This Newsletter (In Order, Scroll Down)

  • LIA AD: Using trainees – the safe way
  • Will the New URAR and UAD 3.6 Impact Appraisal Fees?
  • It looks like an SF apartment complex. It’s actually a $32M estate.
  • From Dealerships to AMCs: Tech Fees as the New Normal by Desiree Mehbod
  • MY AD: New in the February 2026 issue of Appraisal Today. Book Review: Mein Comp: The Last Appraiser
  • “Because Houses Are Human” AI and Appraisers By David Hyman
  • Architecture Is About to Grow a Nervous System
  • Buildings that are alive
  • MBA: Mortgage applications decreased 8.5 percent from one week earlier

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Will the New URAR and UAD 3.6 Impact Appraisal Fees?

Excerpts: With the new URAR and UAD 3.6 rolling out this year, you may be wondering what effect this will have on your fees. While there’s still a lot of uncertainty and speculation around this question, we’re sharing the opinions of professional real estate appraisers who answered our survey, “How do you anticipate the new URAR/UAD 3.6 changes will impact your appraisal fees?”

FEE INCREASES

Over 40% of respondents said they expect their appraisal fees to increase. Still, many respondents (28%) said they anticipate that fees will remain static, and 31% said they are not sure yet. Read their comments below to learn why or why not some appraisers believe their fees will increase with the new URAR and UAD 3.6.

APPRAISER RESPONSES

I Expect Fees to Increase” (41%)

“I have had ample time to practice the new 3.6 through my software and the inspection time will be increasing substantially…. Inspections are going to take some time especially if the dwelling is more than 1,000sf, which most in my market area are well above that. The report cannot be submitted until all sections are 100% complete, so there will be more time contacting agents, homeowners, town facilities, etc. Hoping the learning curve will be quicker than it appears at this point in time.”

I Expect Fees to Stay About the Same” (28%)

FEES REMAIN THE SAME

“I think it will be more labor intensive in the field but easier once you get back to the office.”

“I expect fees to stay the same. There may be less form filling; however, the analysis will remain the same. It’s not about the form or the analytics tools we use; it’s the analysis itself.”

The Bottom Line

While many appraisers anticipate that UAD 3.6 and the new URAR will initially require more time, tighter workflows, and new technology investments, the longer-term outlook is more balanced and, in many ways, promising.

Transitions of this scale often come with short-term growing pains, but clearer data standards, more structured reporting, and modernized tools are designed to create greater consistency and efficiency once the learning curve levels out. As several respondents pointed out, it will take real-world experience to understand where timelines and workloads ultimately settle.

At the same time, the new form offers appraisers a stronger platform to demonstrate the depth of their analysis, judgment, and market expertise.

To read more, Click Here

My comments: THIS IS THE HOTTEST TOPIC IN RESIDENTIAL LENDER APPRAISING. Appraiser opinions are useful but we all want to know what AMCs are planning for fees. I anticipate higher fees by AMCs, borrowers and direct lenders. I have been writing about what is happening since early this year, including details of all the “questions” and uncertainties on the SFR report.

Another significant fee factor is that many appraisers are retiring or quitting because they don’t want to learn the UAD 3.6 for appraisers. Those who stay will have lots of appraisal work as the 11-2-26 mandatory deadline approaches.

UAD 3.6 is not mandatory until November 2, 2026. The Legacy forms will be used during the transition. Will it be done by 11-2-26? Now, software vendors and lenders are way behind. 11-2-27 new mandate date???

On the plus side, 41% of appraisers said fees would go up and are positive about the new reports.

Read more!!

AI and Appraisers

Newz: UAD 3.6 Started for Lenders, AI and Appraisers

January 30, 2026

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What AI Means For Appraisers

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What’s in This Newsletter (In Order, Scroll Down)

  • LIA AD: Safety issues not fixed
  • 7.5 Things AI Is Already Doing Better Than Most Appraisers (And Why That’s Okay) By Mark Buhler
  • EXCLUSIVE: Tech Mogul Lists His Custom-Built Coral Gables Megamansion for Sky-High Price of $22 Million
  • Critical Thinking and the Intellectual Deficit in Real Estate Appraisal Qualifying Education by Timothy Andersen
  • MY AD: Appraisers’ Guide to the New URAR by Dave Towne
  • GSEs: Available Now in Broad Production: UAD 3.6 and Forms Redesign
  • URAR: Expect The Unexpected. How UAD 3.6 affects lenders
  • MBA: Mortgage applications decreased 8.5 percent from one week earlier

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7.5 Things AI Is Already Doing Better Than Most Appraisers (And Why That’s Okay)

By Mark Buhler

A while ago I wrote about “7.5 Things Appraisers Can Do That Artificial Intelligence Cannot”—the human parts of the job AVMs and algorithms still can’t touch: judging condition and quality, interpreting oddball features, smelling the house, defending adjustments, testifying in court, and exercising professional judgment under pressure.

None of that has changed.

What has changed is the toolset. AI is already doing parts of the workflow faster, cheaper, and more consistently than most humans—not the appraisal itself, but much of the heavy lifting underneath it:

Data gathering and sorting

Pattern detection

First-draft writing

Basic consistency and error checks

You will not beat AI at those tasks. The good news is you do not need to.

7.5 Tools you need:

1. Sifting Massive Datasets for Patterns

2. 2. Generating a First-Pass Comp Set

3. Producing Market Metrics and Adjustment Support on Demand

In my first article, I argued that AI cannot judge condition, interpret quirks, smell the house, testify in court, or exercise professional judgment. That remains true.

What has changed is the gap between appraisers who leverage AI and those who pretend it does not exist. The market is looking for valuation professionals who can…

To read more, Click Here

My comments: Definitely worth reading, including all 7 of the Tools.

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EXCLUSIVE: Tech Mogul Lists His Custom-Built Coral Gables Megamansion for Sky-High Price of $22 Million

Excerpts: 7 bedrooms, 7.5 baths, 7007 sq.ft., 0.47 acre lot, built in 2018

It was the unobstructed views out over the water that first drew the tech expert to the property, as well as the privacy offered by its location in a secure gated community, and the fact that the Bahamian island chain of Bimini is just a 1.5-hour boat ride from the home’s dock.

From the outside, the home could be mistaken for a resort thanks to its lavish pool, built-in barbecue, firepit lounge, outdoor kitchen, expansive waterfront terraces, and a basketball or volleyball court by the water—all of which make for a rare backdrop of relaxation and play.

Elsewhere on the grounds, there are two private docks that accommodate a superyacht of more than 100 feet, a 30,000-pound boat lift, and access to Biscayne Bay.

To read more, Click Here

To see the listing with an aerial view, virtual tour and 60 photos, Click Here

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Critical Thinking and the Intellectual Deficit in Real Estate Appraisal Qualifying Education

by Timothy Andersen, MAI The Appraiser’s Advocate

Excerpts: It is the premise of this essay that critical thinking, analytical rigor, integrative synthesis, and dialectical method are indispensable to the cultivation of competent real estate appraisers and the concomitant production of credible appraisals and non-misleading appraisal reports.

Yet, curiously, these conceptual pillars are either wholly absent or conspicuously marginalized within the current corpus of real estate appraisal qualifying education (QE). That QE in its present form is devoid of any formal engagement with these concepts suggests a foundational deficiency that imperils the credibility of both practice and pedagogy.

Appraisal is, at its core, a dialectical enterprise. The seller posits a value—often broker-influenced and aspirational. The buyer counters with skepticism and a desire for a discount. The broker inserts pecuniary incentives into the mix, motivated by the commission structure. The appraiser is thrust into this cauldron of competing value claims, charged with the burden of arbitrating truth. The appraiser must navigate opposing viewpoints, adjudicate conflicting data, and deliver a resolution rooted in evidence and reason.

In this sense, each appraisal is a dialectical negotiation, an intellectual endeavor wherein the appraiser becomes not merely a market technician but a philosophical mediator. Such work demands a skill set that far exceeds the filling of forms or the clicking of dropdown menus. It requires a mind trained in critical discernment, analytical rigor, synthetic coherence, and dialectical resolution, not merely in filling out a reporting form.

Yet, current appraisal QE and CE, and some of their providers, entrenched in their pedagogical inertia, fail to cultivate these competencies. They privilege mechanics over meaning, technique over thought. The consequence of such tactics is clear: we produce technicians, not scholars; form-fillers, not thinkers.

To read more, Click Here

My comments: This article explains what is missing in classes required for licensing. What you learn when first starting appraising is very, very important so you don’t have to try to learn it later.

Unfortunately after licensing started many new appraisers had not very good education. The appraisal professional associations, such as the Appraisal Institute (and predecessor associations) would not offer trainee classes. They only offered classes for getting designations. I had to refer them to the local “how to fill out a form” classes which were not very good.

The plan for appraisers to train appraisers did not work out well for many new appraisers. Appraisers lacked experience in teaching and did not want to take the time to train appraisers. Prior to licensing, most appraisers were staff appraisers at lenders who provided training. I was trained at an assessor’s office.

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Train the Trainer Class for GSEs New URAR and UAD 3.6

Appraisers’ Guide to the New URAR

In the May 2025 issue of Appraisal Today

By Dave Towne

Excerpts: Quality and Condition Ratings Updated and Appendix F-1

We learned that the Definitions for Q and C have been updated for more

clarity.

These will be in a new Appendix F-1, (available on the GSE web sites) which

appraisers should review BEFORE beginning to do UAD 3.6 URAR Reports!

I have to keep F-1 running in the background on my computer, and will do

that when teaching. F-1 is about 350 pages and shows most all entries that are required on the new reports.

Secondly, the Report will allow for better reporting of Q & C ratings for

various components. And additional property amenities can be selected from a list or drop-down.

In most cases, the Report will involve both office desktop and field tablet

inputting of data… which at this point appears to be more comprehensive than is currently required. Will the lenders recognize this fact, and correspondingly tell their lending client that the “appraisal Report” will cost more than what it might have in the past?

More importantly, will appraisers quit accepting low-ball fee assignments?

These are unknown at this point.

One more point, based on my review of the class material: this new process

is demanding a much more intensive and precise gathering of property detail than appraisers currently do.

It will take more time to do in the field than appraisers currently spend, and if

the appraiser transfers the field data back to their office desktop for completion, that will entail more time.

The ability to do complete inspections with a piece of paper on a clipboard is

going to end. A tablet or large smart phone is strongly recommended.

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Available Now in Broad Production: UAD 3.6 and Forms Redesign

UAD 3.6 and Forms Redesign Broad Production Period is here.

The Uniform Appraisal Dataset (UAD) 3.6 and Forms Redesign Broad Production period starts today, January 26, 2026, with a mandate of November 2, 2026. All lenders are now permitted to submit UAD 3.6 appraisal reports to the Uniform Collateral Data Portal® (UCDP®). EMAIL DATED 1-26-26

The Uniform Appraisal Dataset (UAD) 3.6 and Forms Redesign Broad Production Period begins today, January 26, 2026. All lenders are now permitted to submit UAD 3.6 appraisal reports to the Uniform Collateral Data Portal® (UCDP®).

Submission of UAD 3.6 appraisal reports is not yet mandatory; however, lenders that have updated their systems and processes to support UAD 3.6 appraisal reports – including working with an appraisal software provider whose software has been verified for UAD 3.6 – are encouraged to begin integrating appraisal reports that use UAD 3.6 into their workflow. Gradually integrating UAD 3.6 appraisal reports will help lenders prepare for a full transition by the November 2, 2026 mandate, when all appraisal reports on loans sold to Freddie Mac or Fannie Mae must use UAD 3.6

WHAT THIS MEANS FOR APPRAISERS NOW: Appraisers will still be providing UAD 2.6 – the current forms. You will have time to learn UAD 3.6 appraisals. The demand for the UAD 2.6 will decline over time as lenders get set up for UAD 3.6.

To read the official original copy of what Freddie says, Click Here

Comments from Dave Towne on 1-27-26

Editor’s comment: I have been reading Dave’s emails for a long time. They are reliable.

What this means is the process to order appraisals, appraisal completion using software coded for the New URAR/UAD 3.6 data base, submittal back to the appraiser client, and eventual upload to the GSE’s can now happen. However, during this phase, the legacy appraisal forms and back end processing can also be used.

But the current reality is only 2.5 appraisal software vendors and few mortgage lenders are actually able to do this new process in what was expected to be full processing by now.

Two of the software vendors apparently have their software fully coded and approved to work with UAD 3.6. The third vendor has the ‘front end’ of their software working, but some of the other internal functions are not yet included which can somewhat impede the appraisers interaction. Two of the well-known vendors, and another newer vendor do not yet have their software fully approved by the GSE’s – which is required before the lender can allow the appraiser to use those. This is a real conundrum at present.

The process of updating the appraisal inspection and reporting beyond our current legacy actions sounds simple, “on paper”, as they say. The same applies to the lender back-end systems. In actual implementation it’s a daunting process to write software to do what the GSE’s expect. And from what I’ve been told, the software vendors apparently were not fully consulted early on.

There currently are SIX appraisal software vendors independently charged with designing their software to work with the UAD 3.6/MISMO system and functionality.

The timeline from the GSE’s shows the full cut-over date to the New URAR/UAD 3.6 to be Monday, Nov. 2, 2026. Per the GSE plan, this means:

Submit 3.6 Only – November 2, 2026 – Lenders must use UAD 3.6 for all new submissions on or after this date. Revisions allowed for previously submitted

Will this date ‘hold’ throughout the mortgage lending arena? I won’t speculate because I dropped my crystal ball two days ago when I got out of my vehicle and it shattered on the pavement! It depends on all vendor software operating correctly, and all lender back end processing systems up and running properly.

dtowne@fidalgo.net

www.towneappraisals.com

Mount Vernon, WA

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URAR: Expect The Unexpected

How UAD 3.6 affects lenders

Editor’s notes: Published by National Mortgage Professional. A good look at what lenders and appraisers need to know plus comments by an appraiser, Dan Figurski.

Broad production opens January 26, 2026, when all lenders may submit the new format alongside the legacy UAD 2.6. UAD 3.6 becomes mandatory for all new GSE appraisal submissions on November 2, 2026, and UAD 2.6 will fully retire in May 2027.

WHAT THIS MEANS FOR APPRAISERS NOW: Appraisers will still be providing UAD 2.6 – the current forms. No one knows when UAD 3.6 software will be ready for appraisers to use from all vendors and when lenders will be set up for it. Change required final date to 11-2-27 or later??

Key changes include the elimination of individual form numbers, expanded and standardized field sets, updated condition and quality definitions, and enhanced data structures that improve automation, quality control, and interoperability with loan origination systems. Lenders must ensure technology readiness, update systems to support UAD 3.6, and adjust quality control processes accordingly. FHA’s adoption is expected to begin in spring 2026, extending the new format beyond GSE‑conforming business.

Appraiser comments (interview):

NMP: Are there any unexpected changes that may surprise originators?

Figurski: One change in the redesigned URAR that might catch originators by surprise is how clearly property issues will be highlighted in the new reports.

In the past, if there was a concern with a property — say a safety hazard, a structural problem, or evidence of water damage — you’d have to really dig through the report to find it. On the new reports, those issues will be front and center at the beginning of the report. Originators will know very quickly whether there are problems that could influence the transaction or collateral risk.

NMP: What are the repercussions for those who are unprepared for implementation?

Figurski: The redesigned URAR will create a lot of efficiencies for lenders, originators, and servicers, but it’s a complete overhaul of how appraisal information has been delivered in the past. The structure looks different, the way information is presented is different, and there are more details and data fields than before. Companies that aren’t updating their workflows, training their teams, or working closely with their partners to prepare for these changes will struggle to keep pace.

On the other hand, those that are putting in effort now will be in a strong position to benefit.

NMP: What other positive features have you learned about?

Figurski: Something I thought was interesting was that the new report allows appraisers to confirm whether a property has broadband internet access. Considering how heavily our society relies on the internet — whether for streaming movies, working from home, running home security systems, or even supporting smart appliances — a strong internet connection is almost as important as having electricity or running water. By formally including it in the appraisal, the redesigned URAR acknowledges how central connectivity has become to both property value and livability.

To read more, Click Here

My comments: Definitely worth reading to see what will change for lenders. Also, appraiser comments on why the internet broadband data is provided.

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HOW TO USE THE NUMBERS BELOW. Appraisals are ordered after the loan application. These numbers tell you the future for the next few weeks. For more information on how they are compiled, Click Here.

Note: I publish a graph of this data every month in my paid monthly newsletter, Appraisal Today. For more information or get a FREE sample go to www.appraisaltoday.com/order Or call 510-865-8041, MTW, 7 AM to noon, Pacific time.

My comments: Rates are going up and down. We are all waiting for rates to drop lower in 2026.

Mortgage applications decreased 8.5 percent from one week earlier

WASHINGTON, D.C. (January 28, 2026) — Mortgage applications decreased 8.5 percent from one week earlier, according to data from the Mortgage Bankers Association’s (MBA) Weekly Mortgage Applications Survey for the week ending January 23, 2026. This week’s results include an adjustment for the Martin Luther King Jr. Day federal holiday.

The Market Composite Index, a measure of mortgage loan application volume, decreased 8.5 percent on a seasonally adjusted basis from one week earlier. On an unadjusted basis, the Index decreased 16 percent compared with the previous week. The Refinance Index decreased 16 percent from the previous week and was 156 percent higher than the same week one year ago. The seasonally adjusted Purchase Index decreased 0.4 percent from one week earlier. The unadjusted Purchase Index decreased 4 percent compared with the previous week and was 18 percent higher than the same week one year ago.

“Mortgage rates increased for the first time in a month, and as expected, refinance applications fell by 16 percent. The 30-year fixed rate was the highest in three weeks at 6.24 percent,” said MBA’s Joel Kan, Vice President and Deputy Chief Economist. “FHA refinance activity bucked the overall trend and increased, as FHA rates remained almost 20 basis points lower than conforming rates. With rates holding in the 6 percent range, the refinance market is likely to remain sensitive to week-to-week rate movements.”

Added Kan, “Purchase applications were 18 percent higher than last year’s pace, and the average loan size stayed at its highest level since September 2025, signaling that prospective homebuyers remain active at the start of 2026.”

The refinance share of mortgage activity decreased to 56.2 percent of total applications from 61.9 percent the previous week. The adjustable-rate mortgage (ARM) share of activity increased to 7.6 percent of total applications.

The FHA share of total applications increased to 18.6 percent from 15.9 percent the week prior. The VA share of total applications decreased to 14.7 percent from 16.2 percent the week prior. The USDA share of total applications increased to 0.5 percent from 0.4 percent the week prior.

The average contract interest rate for 30-year fixed-rate mortgages with conforming loan balances ($832,750 or less) increased to 6.24 percent from 6.16 percent, with points increasing to 0.55 from 0.54 (including the origination fee) for 80 percent loan-to-value ratio (LTV) loans. The effective rate increased from last week.

The average contract interest rate for 30-year fixed-rate mortgages with jumbo loan balances (greater than $832,750) decreased to 6.34 percent from 6.39 percent, with points increasing to 0.40 from 0.38 (including the origination fee) for 80 percent LTV loans. The effective rate decreased from last week.

The average contract interest rate for 30-year fixed-rate mortgages backed by the FHA increased to 6.06 percent from 6.04 percent, with points increasing to 0.75 from 0.73 (including the origination fee) for 80 percent LTV loans. The effective rate increased from last week.

The average contract interest rate for 15-year fixed-rate mortgages increased to 5.64 percent from 5.55 percent, with points decreasing to 0.61 from 0.65 (including the origination fee) for 80 percent LTV loans. The effective rate increased from last week.

The average contract interest rate for 5/1 ARMs increased to 5.56 percent from 5.42 percent, with points increasing to 0.80 from 0.62 (including the origination fee) for 80 percent LTV loans. The effective rate increased from last week.

The survey covers U.S. closed-end residential mortgage applications originated through retail and consumer direct channels. The survey has been conducted weekly since 1990. Respondents include mortgage bankers, commercial banks, thrifts, and credit unions. Base period and value for all indexes is March 16, 1990=100.

 

Ann O’Rourke, MAI, SRA, MBA

Appraiser and Publisher Appraisal Today

1826 Clement Ave. Suite 203 Alameda, CA 94501

Phone: 510-865-8041

Email: ann@appraisaltoday.com

Online: www.appraisaltoday.com

Why AI Can’t Replace Appraisers

Newz: Why AI Can’t Replace Appraisers,
Value: Absolute or Relative?

October 3, 2025

What’s in This Newsletter (In Order, Scroll Down)

  • LIA AD: Weather Impact
  • Five Reasons AI Cannot Replace Real Estate Appraisers, By Timothy Andersen
  • Malibu (CA) Waterfront Home for $110,000,000
  • How Bureaucratic Overreach Turned Real Estate Appraisers into Scapegoats
  • September 2025 Housing Market Updates for Appraisers
  • Value: Relatively Absolute or Absolutely Relative?, By Brent Bowen
  • Mortgage applications decreased 12.7 percent from one week earlier

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Five Reasons AI Cannot Replace Real Estate Appraisers

by Timothy Andersen

Excerpts:

QUESTION: When I got involved in real estate appraisal, nobody ever told me about AI, UAD 3.6, AVMs, and all the changes that would take place. I can’t keep up with these changes and the changes I will have to make to the way I appraise and report those appraisals. Please tell me there is some good news out there about the way I have chosen to make a living! Is there any such news?

RESPONSE: Traditionally, when there were questions of real property value, the party with the questions called a real property appraiser to answer them. Real estate appraisers are professionals who estimate the value of properties like homes or land. They are trained, licensed experts who visit properties, study local markets, and follow ethical rules to make fair valuations. Lately, artificial intelligence (AI) and computer models called Automated Valuation Models (AVMs) are helping estimate property values, thus possibly decreasing the demand for real estate appraisers.

From your question, you are asking if these innovations in AI are going to take your job. In all candor, AI is going to take some appraisal jobs. But the good news is that, with some upgrading on your part, that should not be a worry.

Reason 1

One reason you’ll get all the credit (or blame) is that humans exercise judgment, follow ethics, and accept responsibility. Algorithms cannot execute these since, to some extent, judgment, responsibility, etc. have an emotional component to them, rather than purely logic or reason. Remember, AI is a tool to help you. In so many ways it cannot replace you (nor was that its design).

Reason 2

One reason you’ll get all the credit (or blame) is that humans exercise judgment, follow ethics, and accept responsibility. Algorithms cannot execute these…

Reason 3

One reason it cannot replace you is simply because AI (i.e., AVMs) struggles with unique or complex houses, especially if those are rural properties…

Conclusion

At this point in the response, you rightly ask, “What does any of this have to do with me!?” That answer is essentially up to you….

To read more, Click Here

My comments: What AI means for your appraisals (and many jobs) can be scary. This article is understandable and comprehensive. Worth reading the details.

Read more!!

What AI Means For Appraisers

Newz: AI and Appraisers, FHA Handbook Updated,
History of Residential Appraisal Regulations

August 22, 2025

What’s in This Newsletter (In Order, Scroll Down)

  • LIA AD: Should I consider this an actual claim?
  • 7.5 Things Appraisers Can Do That Artificial Intelligence Cannot, By Mark Buhler
  • Home Made Entirely Out of Shipping Containers Hits the Market for $5.2 Million in New Hampshire
  • FHA Handbook Updated
  • The New Appraisal Report: How One Company Is Rethinking Appraisal Software
  • A Primer on Regulations and the Practice of Residential Property Appraisal
  • Mortgage applications decreased 1.4 percent from one week earlier

AI and Appraisals – the Future

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7.5 Things Appraisers Can Do That Artificial Intelligence Cannot

By Mark Buhler

Excerpts: Artificial intelligence is making waves in nearly every industry — and real estate appraisal is no exception. Computer generated algorithms and valuations promise quick results and lower costs, and some headlines are already asking the question: “Will appraisers be replaced by AI?”

The short answer? Not even close.

What appraisers can do

1. Judge Condition and Quality

An AVM might see a listing that says “4 bedrooms, 3 baths, 2,400 square feet.” What it won’t know is that one of those bedrooms hasn’t been updated since the Nixon administration and still sports avocado-green shag carpet. Appraisers evaluate condition, quality of construction, level of maintenance, and updates — all of which have a direct impact on value. Without physically inspecting a property, AI misses these nuances entirely.

2. Interpret Unique Features

3. Spot Red Flags the Data Misses

4. Smell the House

5. Explain and Defend Adjustments

6. Testify in Court

7. Apply Professional Judgment

7.5 Half Point: Remember to Knock

How to Start Leveraging AI in Your Practice – 7 ways

AI won’t replace appraisers — but appraisers who embrace it will leave others behind. Here are a few easy ways to get started:

1. Use AI‑Driven Comp Tools: Platforms now exist that can quickly identify potential comparables based on similarity scoring. Use them to save time — but always vet the comps yourself.……………

To read more, Click Here

My comments: Worth reading the entire article. What AI can do.

What Appraisers can do, with and without AI.


Read more!!

AI and Appraisals – the Future

Newz: Future of AI in Appraisals,
Comps in Today’s Market

August 1, 2025

What’s in This Newsletter (In Order, Scroll Down)

  • LIA ad: Code violations and expertise
  • The Future of AI in Real Estate Valuations: Understanding Tomorrow’s Appraisal Standards By Leland Trice
  • New York City’s Famous ‘Bubble House’ Hits the Market for the First Time in 50 Years With an Asking Price of $5.8 Million
  • The problem with comps in today’s housing market By Ryan Lundquist
  • Divorce Appraisal: A Guide for Real Estate Appraisers By Kevin Hecht
  • For sale signs multiply: Inventory hits 5-year high, price cuts surge What’s happening with markets all over the country?
  • Mortgage applications increased 0.8 percent from one week earlier

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The Future of AI in Real Estate Valuations: Understanding Tomorrow’s Appraisal Standards

By Leland Trice

Excerpts: The real estate valuation industry stands at a pivotal moment. After decades of relying on manual processes that are inefficient, error-prone, and costly, we’re witnessing a fundamental shift toward AI and technology enabled solutions that don’t replace human expertise but amplify them.

The future of real estate valuations will likely involve increasing integration of human expertise with artificial intelligence capabilities. This evolution isn’t about replacing professional judgment with automated systems it’s about creating hybrid approaches that leverage the strengths of both human analysis and machine processing.

Opteon’s new AI-powered quality control tool, built in collaboration with technology partner Jaro, illustrates this broader evolution across our industry.

It’s important to clarify a common misconception: AI-powered tools like Intara, don’t replace appraisers or QC functions. Instead, they enable Appraisers to focus on what they do best, expert analysis and decision-making, while automating repetitive, administrative and time-consuming tasks that add little analytical value.

The “magic” of AI is its ability to look holistically at a file. We have moved past the days of checklist data review and can now examine unstructured data and images simultaneously and in conjunction with discrete data points.

A critical factor in successful AI implementation is the flexibility to meet varying requirements. Intara demonstrates this principle by embedding lender-specific criteria into quality control processes, automatically identifying discrepancies, and ensuring consistency before reports reach final review.

To read more, Click Here

My comments: This article sometimes reads as a “marketing promotion”. But, worth reading to see how one company uses AI for appraisals and how it is used.

This article goes way beyond Chat GPT. It shows how custom AI applications can work for appraisals. The author, Leland Trice, is Managing Director at Opteon USA.


New York City’s Famous ‘Bubble House’ Hits the Market for the First Time in 50 Years With an Asking Price of $5.8 Million

Excerpts: 4 bedrooms, 5 baths, 4,763 sq.t. Townhouse

The distinctive bubbly residence has become a somewhat divisive hot spot in its Lenox Hill neighborhood, where it was built in 1969, with architect Maurice Medcalfe transforming a traditional brownstone into the eye-popping modernist masterpiece.

Medcalfe’s unique window design was intended to be “a sculptural interpretation of the classic bay window,” according to reports.

There is plenty to play with in the four-story interior, which boasts 4,736 square feet of space and includes four bedrooms, an office, and five bathrooms that are “all in need of renovation,” according to the listing.

To read the listing with 13 photos Click Here

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ChatGPT for Appraisers

Newz: Appraisers using ChatGPT,
Appraiser Salaries, PAREA Problems

May 16, 2025

What’s in This Newsletter (In Order, Scroll Down)

  • LIA ad: Appraisal Used in Divorce Case – Now What
  • The Power of AI Is Not Absolute Using Chat GTP for Appraisers
  • Retired Maine Railroad Caboose
  • [Updated 2025] What’s the Average Real Estate Appraiser Salary?
  • Indemnification Clauses: What Appraisers Should Know
  • Treasury yields surge, but Fed rate cut odds decline after U.S.-China tariff pause. Mortgage rates may be poised to rise following de-escalation of tariff tensions
  • The PAREA Program: Costly Promises, Empty Support
  • Mortgage applications increased 1.1 percent from one week earlier

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The Power of AI Is Not Absolute
Appraisers Using ChatGPT

Excerpts: With the great power of artificial intelligence comes the responsibility to fact-check.

Artificial intelligence (AI), particularly ChatGPT, has captured the attention of professionals across various industries, including residential appraisal. With ChatGPT now reaching more than 100 million weekly users, according to OpenAI CEO Sam Altman, it’s clear that AI is poised to become a mainstay in our digital toolkit.

ChatGPT is an AI chatbot, powered by a large language model (LLM), which can comb through a vast amount of information and generate text in response to a question or prompt. This ability led me to explore its potential in “seeing” and evaluating property photos, which ultimately inspired me to create the RoboRater tool.

There were some early hiccups — and a learning curve — when I began prompting the AI tool to apply Uniform Appraisal Dataset (UAD) quality and condition ratings to what it “saw” in property photos. And then, in November 2023, Open AI introduced a feature allowing pro users to develop a custom generative pre-trained transformer (GPT), which led to a breakthrough. It enabled me, with no coding background, to tailor a specific version of ChatGPT that excels at assessing kitchen quality and condition ratings from photos, complete with insightful supporting commentary.

ChatGPT as a Writing and Public Relations (PR) Assistant

ChatGPT can also be an invaluable writing assistant and PR specialist, especially in sensitive communication scenarios like Reconsiderations of Value (ROV). It can skillfully rephrase blunt feedback into professional, constructive commentary.

Other topics:

Enhancing Clarity in Technical Reporting

Optimizing Appraisal Business Operations

Navigating the Limitations

To read more, Click Here

My comments: This is the most practical article I have read for appraisers using ChatGPT with good appraiser examples. I am going to start using it soon! Tim Andersen, the USPAP expert, recently wrote an article for Appraisal Today using ChatGTP.

AI does not always work out well.

For example. State Bar of California admits it used AI to develop exam questions.

Nearly two months after hundreds of prospective California lawyers complained that their bar exams were plagued with technical problems and irregularities, the state’s legal licensing body has caused fresh outrage by admitting that some multiple-choice questions were developed with the aid of artificial intelligence.

Read more!!

AVM Accuracy?

Bank AVMs Are As Wildly Inaccurate As A Zestimate – But Will Be Regulated As Legitimate Values

By Jonathan Miller

June 24, 2024

Excerpts:

  •    AVMs are incredibly inaccurate and are being misused in property valuation
  •    AVMs don’t consider the condition of a home
  •    The mortgage industry’s push toward automation has reduced valuation accuracy

AVM or Automated Valuation Models have been incorrectly seen as the human-less way to value property. The technology has been drifting into mortgage lending reliance for more than a decade because it has been marketed as having the ease of “pushing a button.”

The Zestimate product by Zillow introduced the consumer to the concept nearly twenty years ago…

The recent ruling to regulate the credibility of AVMs by the OCC and FDIC essentially legitimized the use of AVMs in lending. The driver behind this final rule was to eliminate potential bias in valuations by replacing appraisers with AVMS. Yet the Urban Institute study Revisiting Automated Valuation Model Disparities in Majority-Black Neighborhoods said: But even with data improvement and artificial intelligence, we still find evidence that the percentage magnitude of AVM error is greater in majority-Black neighborhoods. This finding indicates that we cannot reject the role historic discrimination has played in the evaluation of home values.

AVM software is built by humans who have inherent biases. The void in representation by the appraisal industry over the past decade on the AVM issue, to talk about those 200 feral cats living in the house being valued, has enabled AVMs to be legitimized by the federal government.

During my career, I have observed that valuation accuracy has become weaker as technology has expanded in the mortgage process. The wiz-bang concept that the appraisal of a property can be completed at the push of a button is missing the realities of valuation.

To read more, Click Here

My comments: Worth reading. Miller was involved in AVM history and, as usual, has some very interesting stories plus lots of Zillow comments.

For pro-AVM information from AV Metrics and to see how they test AVM accuracy, Click Here I have been following them for many years.

Miller used to send out a very long post once a week. I often just scrolled fast through most of it to get to the appraisal section, but I missed a lot that was worth reading. Now, he has divided it into daily posts.

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Appraisal Business Tips 

Humor for Appraisers

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NOTE: Please scroll down to read the other topics in this long blog post on Mortgage appraisal reviews, AI and ChatGPT, freddie and fannie mortgage forecast, unusual homes, mortgage origination stats, etc

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