ValuSignal

UAD 3.6 series Part 4 of 7

The Signal / UAD 3.6 / November 5, 2026

Condition and quality become structured dataRatings, components and defect tables under UAD 3.6

One condition rating and one free-text paragraph once reported a property's entire physical condition. UAD 3.6 replaces that with separate exterior, interior and overall ratings, six tables that log defects, damages and deficiencies, and a documented path from a cracked foundation to a completion report. Tap a pin on the kitchen below for a logged example.

AI-generated illustrationResearch checked November 2, 20269 chapters

Key points

  1. UAD 3.6 replaces one legacy condition narrative and one deficiency checkbox with three rated pairs (exterior, interior, overall) and six Defects, Damages, Deficiencies tables. That is more than 40 fields; the legacy form had 2.
  2. Every DDD table shares the same five fields. Two of the six, Unit Interior and Outbuilding, enumerate Location; the other four leave it free text, which will make portfolio-level aggregation noisier for those sections.
  3. None of the six DDD tables has a repair cost field. Cost to repair lives only in Reconciliation, with three reporting methods, and an itemized example in the GSE documents rolls three defects up to a $2,000 total and a C5 As Is rating.
  4. Fannie Mae's Collateral Underwriter already runs rule-based peer and implausibility checks on condition ratings. The 98% figure from its 2023 computer-vision test is the precision of flags on a small, screened subset of more than a million appraisals.

A lender, an MI underwriter or a model can now query and cross-check a property's condition field by field, using ratings, components and dated defect rows.

This is Part 4 of our UAD 3.6 series. Part 1 covers how the report decides its own shape. This part uses the GSEs' 2- to 4-unit sample scenario throughout, an actual two-building rental property in Hawaii, for its worked examples, and closes with the collateral-risk lens the series requires.12

01 / One NumberFrom one rating to dozens of fields

One rating and one paragraph reported a property's entire condition

The legacy Form 1004 recorded condition in one free-text line, "Describe the condition of the property," one grid Condition cell per comparable, and one Yes/No deficiency question with a single free-text box.5 That is 2 field groups on the subject side of the form.

UAD 3.6 replaces that with three independently rated pairs: Exterior Quality and Condition (8.022 / 8.023), Interior Quality and Condition (10.034 / 10.035, per unit), and Overall Quality and Condition (15.000 / 15.005). Six per-section Defects, Damages, Deficiencies (DDD) tables come under those ratings: Site, Dwelling Exterior, Unit Interior, Outbuilding, Vehicle Storage, and Subject Property Amenities.1 Counting the three rating pairs, all six DDD tables and the fields for one kitchen or bathroom, the condition and quality side of the report now totals 42 fields. The legacy form had 2.

For a collateral-risk team, the practical difference is that structured fields can be queried with SQL or a rules engine across a loan population, while narrative text needs NLP or a manual read. An earlier post mentioned the split interior and exterior ratings in passing; this part covers the full build.

Legacy Form 1004 Improvements section: one materials and condition column each for exterior and interior, a single free-text line describing the condition of the property, and one Yes/No question about physical deficiencies with a free-text box.
  1. Exterior Quality / Condition8.022 / 8.023
  2. Interior Quality / Condition10.034 / 10.035
  3. Overall Quality / Condition15.000 / 15.005
  4. Six Defects, Damages, Deficiencies tables4.100 to 14.010
  5. Reconciliation: cost to repair and the DDD rollup26.009 to 26.072
  6. As Is Overall Condition Rating26.071
Form 1004/70, March 2005, p. 1.5 Rating chain built from Appendix F-1 v1.4, chapters 8, 10, 15 and 26.1
A close-up of a galvanized metal roof with rust forming along a seam, no visible leak.
A rust-forming roof can still clear the as-is bar. Affects Soundness is the field that decides.AI-generated illustration
02 / DefinitionsThe six-point scale, rewritten

The same six letters and numbers now mean something more specific

C1 to C6 and Q1 to Q6 are kept, but every condition definition is rewritten. C1 now has an explicit 12-month cap, and C2 an explicit 36-month window; the legacy definitions stated neither.1 Both scales are absolute: a rating is judged against the fixed definition, never against other properties, and that rule extends to View and Location ratings too.3

Condition Rating DefinitionsAppendix F-1 v1.4, Appendix 2, p. 351 to 352. One-sentence summaries; see the source for the full criteria.
  1. C1100% newly constructed, completed within the past 12 months, never occupied, no physical depreciation.
  2. C2Like-new; recently constructed or entirely remodeled within the past 36 months; no deferred maintenance.
  3. C3Well-maintained with only minor age-related depreciation, or most major components recently updated.
  4. C4Adequately maintained with moderate wear and tear; deferred maintenance is minor or cosmetic.
  5. C5Significant wear from inadequate maintenance; items need repair or replacement soon, but soundness and structural integrity still support occupancy.
  6. C6Severe damages or defects that impact the soundness or structural integrity; the dwelling is not suitable for occupancy.

Quality has its own six-point scale, reported the same three ways: Exterior, Interior and Overall.1

Quality Rating DefinitionsAppendix F-1 v1.4, Appendix 2, p. 352 to 353. One-sentence summaries; see the source for the full criteria.
  1. Q1Individually designed, one-of-a-kind structure built to exacting standards; exceptional materials and workmanship.
  2. Q2High-quality structure, often custom or complex; extended-life materials and high-quality workmanship.
  3. Q3Reproducible from standard plans with a higher-than-standard degree of complexity and some customization.
  4. Q4Standard building plans and designs reproduced with minimal customization; widely available materials.
  5. Q5Basic design meeting minimum building standards; efficient to build, with minimal refinements.
  6. Q6Lacks basic architectural design and may not meet local building standards; low-quality or non-customary materials.

The legacy C6 definition read "deficiencies or defects that are severe enough to affect the safety, soundness, or structural integrity of the improvements."6 UAD 3.6's C6 drops the word "safety": "severe damages, deficiencies, or defects that impact the soundness or structural integrity, and the dwelling is not suitable for occupancy."1 That threshold is what blocks a C6 delivery specifically: a C6 dwelling needs repair to a minimum C5 before Fannie Mae will purchase it, and if any portion of a dwelling is rated C6, the entire dwelling is rated C6, at that dwelling's level only; other dwellings in the same property keep their own ratings.3 Incomplete items, such as an unfinished kitchen or addition, and uninsured property damage can also force a report away from As Is, independent of whether soundness is affected.3

Legacy UAD 2.6, Appendix A v1.5, 2022, p. 65"deficiencies or defects that are severe enough to affect the safety, soundness, or structural integrity of the improvements"
UAD 3.6, Appendix F-1 v1.4, p. 351"severe damages, deficiencies, or defects that impact the soundness or structural integrity, and the dwelling is not suitable for occupancy"

Kitchen and bath condition had the same compression. UAD 2.6's PDF generator concatenated three closed-list selections into one semicolon-delimited string.6 UAD 3.6 reports six discrete fields for each kitchen or bathroom.1

Legacy UAD 2.6, Appendix A v1.5, 2022, p. 32"C3; Kitchen- updated less than one year ago;Bathrooms-remodeled-one to five years ago; [enter description of property condition]"
The six kitchen and bath fieldsAppendix F-1 v1.4, p. 136 to 139.
10.037Room10.038Update Status10.039Time Frame10.040Quality Comment10.041Condition Status10.042Condition Comment

Two separate four-point aggregate fields, Overall Update Status for Bathrooms and for Flooring, use a different scale than the three-point per-room Update Status field (Fully Updated, Partially Updated, Not Updated). A rules engine reading both fields needs to handle the mismatch.1 New construction must be reported Fully Updated. The Lessons Learned job aid names Not Updated on new construction as a habit to break from UAD 2.6.4

03 / The Defect RowFive fields, six tables, one shape

One row shape repeats identically six times

Every DDD table has the same five fields: Feature, Location, Description, Affects Soundness or Structural Integrity, and Recommended Action (Completion, Inspection, Repair, or None). Selecting anything other than None forces Market Value Condition away from As Is.1 Every row needs its own photo, tied to the Feature.

The six DDD tables, field IDs side by sideLocation is a controlled list (Full Bathroom, Half Bathroom, Kitchen, Other) in two of the six tables; free text in the other four. Toggle the legend to see which.
Field IDs for Feature, Location, Description, Affects Soundness and Recommended Action across all six DDD tables
SectionFeatureLocationDescriptionAffects SoundnessRecommended Action
Site4.1004.101 free text4.1024.1034.104
Dwelling Exterior8.0568.057 free text8.0588.0598.060
Unit Interior10.05610.057 enumerated10.05810.05910.060
Outbuilding12.02012.021 enumerated12.02212.02312.024
Vehicle Storage13.00513.006 free text13.00713.00813.009
Subject Property Amenities14.00614.007 free text14.00814.00914.010

2 of 6 tables enumerate Location; 4 leave it free text, which will make portfolio-level "where" aggregation noisier for those sections. Source: Appendix F-1 v1.4, pp. 81, 115, 147, 159, 165, 171.1

Building 1's roof

The printed exterior section

2- to 4-unit sample, Building 1 Dwelling Exterior: Exterior Quality Q5, Exterior Condition C4, and a DDD table with a Roof row: rust noted, no ruptures or leaks, Affects Soundness No, Recommended Action None.
GSE sample, 2- to 4-unit Appraisal v1.4, report p. 6. Exterior Quality Q5, Exterior Condition C4.2

The same row as data fields

  1. 8.056FeatureRoof
  2. 8.057LocationEntire Roof
  3. 8.059Affects SoundnessNo
  4. 8.060Recommended ActionNone

A rusted roof, named and described, still clears the as-is bar: it stays under the soundness or structural integrity threshold. The same unit's kitchen and bathroom log five more defects, every one Affects Soundness No and Recommended Action None: "Some areas of deferred maintenance noted and identified in the report for this unit, but the livability of the unit is not affected."2 A C4 rating can include several logged defects while the market value condition stays the same.

2- to 4-unit sample, Unit 1 Interior: Interior Quality Q5, Interior Condition C4, Kitchen and Bathroom Details, and a five-row DDD table of cosmetic items, all Affects Soundness No and Recommended Action None.
Unit 1: five logged defects, none needing action. Interior Quality Q5, Interior Condition C4. v1.4, report p. 7.2
A close-up of a galvanized metal roof with rust forming along a seam, no visible leak.
AI-generated illustration, atmosphere beside the actual screenshot above.

Change one answer and the same feature forces a different outcome. The actual row stays As Is; the "what if" row, same Feature and Location, forces Subject to Repair.

04 / Forcing LogicWhen a defect changes the deal

One missed answer breaks a three-field chain

The GSEs' Lessons Learned job aid gives exactly this example: an appraiser logged missing floor coverings in the Unit Interior DDD table with Recommended Action None, which the condition definitions treat as a contradiction. As reported, missing floor coverings are a C5 condition; made subject to installing the flooring, it could be a C4.4 Toggle the chain below between what was reported and what the correction requires.

  1. 1Unit Interior DDD row, Recommended Action (10.060)
  2. 2Market Value Condition (26.009)
  3. 3Interior Condition Rating (10.035) / Overall Condition (15.005)

A C6 dwelling needs repair to a minimum C5 before it is eligible for delivery at all.3 Lesson 10 itself states only the condition-rating half of the chain above, C5 as reported or C4 corrected; the Recommended Action and Market Value Condition steps come from F-1's general rule that any DDD row other than None forces Market Value Condition away from As Is.1

A room corner with a missing section of floor covering exposing the subfloor, otherwise a tidy room.
AI-generated illustration of the Lesson 10 scenario: missing floor coverings.
05 / Cost to RepairFrom defect to dollar to completed repair

Reconciliation holds the cost to repair

None of the six DDD tables has a repair cost field.1 Estimated cost to repair lives only in Reconciliation, with three reporting methods: None, Total Cost, or Itemized. Under Itemized, each defect requiring repair gets its own dollar estimate, and the report totals them.1

An itemized Reconciliation example, three sections rolling up to one totalActual dollar values, Appendix F-1 v1.4, p. 337.
Itemized cost to repair by section, feature and location
SectionFeature, locationDescriptionActionCost
Dwelling Exterior - Building 1Roof, Section of roofRoof is significantly worn and has damaged flashing, but no apparent active leaks.Repair$1,500
Unit Interior - Building 1 - Unit 1Flooring, Dining RoomFlooring is stained in one corner of the dining room.NoneNot estimated
Subject Property AmenitiesDeck, Rear of houseOne of the deck supports is rotted and unsafe.Repair$500
Total Cost (26.070)$2,000

As Is Overall Condition Rating: C5. Two of the three rows affect soundness or structural integrity and have a Repair action. The flooring stain affects neither, so its action is None.

The Completion Report, a separate document (Appendix F-3), mirrors the original DDD fields one for one and adds two new ones: Repair Completed and Inspection Date. GSE policy requires at least one visually verifiable exhibit, authenticated using metadata and the geocode for the subject property, before a repair counts as verified.3

The Completion Report's Itemized List of RepairsAppendix F-3 Completion Report Reference Guide v1.4.
FieldLabel
03.001Feature
03.002Location
03.003Description
03.004Affects Soundness or Structural Integrity
03.005Repair Completednew field
03.006Inspection Datenew field
03.007Completion Commentnew field
06 / ReconciliationRolling up exterior, interior and overall

The rollup to one Overall rating is a judgment call

Overall Quality and Condition redisplays the Exterior and Interior ratings per dwelling or unit and reconciles them into one Overall rating, with free-form commentary always required.1 The GSEs' worked example 3, a property with three units in two buildings, shows the rollup is not a minimum or an average.

Example 3: three units, two buildings, one Overall ratingBar length is condition, longer is better (C1 left edge, C6 right edge). Point at a row for its contribution.
Exterior, Building 1Q2 / C3
Interior, Unit 1Q2 / C3
Exterior, Building 2Q3 / C3
Interior, Unit 2Q3 / C3
Interior, Unit 3Q3 / C4
Overall Quality and ConditionQ3 / C3

Unit 3's interior, C4, is more severe than the Overall, C3. The free-form Reconciliation of Overall Quality and Condition (15.010) is always required, which gives a reviewer the commentary to check against a gap like this one. Source: Appendix F-1 v1.4, p. 174.1

ADUs get their own Unit Interior rating and are excluded from the per-unit interior rollup. These same component ratings reappear as grid rows once Part 6 of this series covers the sales comparison grid.

07 / Risk LensWhat a risk team can check

Rating compression is now independently checkable, per file

A vendor study of comparable homes, commissioned before UAD 3.6's split ratings existed, found that appraisers were already using the six-point scale as something closer to a two-point scale.11

Rating compression, Restb.ai data via MortgagePointVendor-commissioned research, predates UAD 3.6. 6,495 comparable homes across 1,271 appraisals.
Comps in just two condition groups86%
Comps in just two quality groups97%
Same condition score, still adjusted12%
Same quality score, still adjusted5%

The paper modeled 33.6% of evaluations as high risk and 73.9% as medium risk from mismatched condition or quality adjustments, estimating $27,100,000,000 to $59,700,000,000 in industry-wide repurchase-risk exposure. Vendor-commissioned; treat the dollar range as an estimate, not a GSE figure.11

UAD 3.6's split interior, exterior and overall ratings give three numbers, plus five to six DDD tables, to cross-check against each other and against the comp grid, in place of one overall number. Try the checker below: it runs the same six field-level checks a lender's rules engine, or a human reviewer, would run.

Rating consistency checker

Set the ratings, the DDD rows and the value condition, and read the violations

Starts on an internally consistent file.

Exterior Condition
Interior Condition
Overall Condition
New Construction (3.017)
Consistent. Nothing below is flagged.

What exists today

CU's Message 424 already runs a rule-based peer-discrepancy check on condition ratings across appraisals submitted through UCDP,8 alongside Message 423 (condition self-discrepancy)89 and 483 (a condition rating implausible for the property's age, such as a claimed C1 on a 7-year-old house).10

Collateral Underwriter condition-rating messages, v8.5
MessageChecks
424 Condition rating peer discrepancy"The condition rating is materially different than what has been reported by other appraisers."
423 Condition rating self-discrepancy"The appraiser has reported a materially different condition rating in one or more appraisal reports."
483 Implausible condition"The condition rating of ‘C1’ conflicts with the reported age," such as a claimed C1 on a property that is not newly built.

A rules engine built on this same logic should flag a file for review and leave any change to a specific rating to the appraiser. The AIR rules and most AMC compliance programs already draw that same line around any automated check, human or machine.

# Field IDs: Appendix F-1 v1.4. Thresholds and routing are the lender's choice.

# 1. Soundness-action mismatch (an inference from the DDD field definitions, generalized across all six DDD tables)
IF ddd.affectsSoundness IN (8.059, 10.059, 12.023, 13.008, 14.009, 4.103) = Yes
   AND ddd.recommendedAction IN (8.060, 10.060, etc.) = None:
    FLAG "soundness-action mismatch"

# 2. As Is with an open DDD row (F-1 p. 328)
IF marketValueCondition (26.009) = "As Is"
   AND EXISTS ddd row WHERE recommendedAction IN (Completion, Inspection, Repair):
    FLAG "as-is contradicts an open DDD row"

# 3. Missing As Is rating, only where F-1 p. 337 requires it
IF newConstruction (3.017) = No
   AND marketValueCondition (26.009) IN ("Subject to Completion Per Plans", "Subject to Repair")
   AND asIsOverallConditionRating (26.071) IS NULL:
    FLAG "missing As Is rating"

# 4. New construction update-status mismatch (Lesson 11)
IF newConstruction (3.017) = Yes AND roomUpdateStatus (10.038) != "Fully Updated":
    FLAG "new construction update-status mismatch"

# 5. Peer or self discrepancy (models CU Message 424 and 423)
IF conditionRating (exterior 8.023 / interior 10.035 / overall 15.005)
   differs materially from the same property's prior appraisal:
    FLAG "peer or self discrepancy"
Field IDs from Appendix F-1 v1.4.1 Rule 1 is an inference from the DDD field definitions; rule 4 restates Lessons Learned Lesson 11.4 Thresholds and routing are a lender's choice.
08 / Detection TodayWhat's verified, what's still open

Two kitchens, both rated C3, on Fannie Mae's page

Fannie Mae's June 2023 Appraiser Update describes a test of image recognition technology against C and Q ratings: "In a recent test, we analyzed more than a million appraisals with this technology. The test identified a small subset with high probability of erroneous C or Q ratings. Appraisal experts in our Loan Quality Center reviewed those reports and found the model prediction was 98% accurate."7 That is the precision of the model's flags on a small, already-screened subset after expert review. It is not "98% of a million appraisals confirmed." Deployment inside CU was stated as a 2023 plan; whether it runs in CU in production today is still open.

Fannie Mae, June 2023 Appraiser Update, p. 3: a 51-year-old subject kitchen, maintained but not remodeled, rated C3, beside a comparable kitchen with white cabinets and stainless appliances, also rated C3.
Fannie Mae's page. Actual photographs, actual ratings.7
The subject kitchen from Fannie Mae's page: a dated kitchen, rated C3.Subject, rated C3
The comparable kitchen from the same page: white cabinets, an island and stainless appliances, also rated C3 with no condition adjustment.Comparable, also rated C3

Fannie Mae, Appraiser Update, June 2023, p. 3.7

The same page shows Fannie Mae's rating-compression example, independent of the Restb.ai paper: a 51-year-old subject, "maintained but not remodeled," rated C3, with every comparable in the report also rated C3, including the visibly updated kitchen pictured here. The page asks readers whether they would have given these properties identical ratings with no condition adjustment.7

AO-41, adopted April 23, 2026, is the USPAP-level guardrail: it clarifies existing competency, scope-of-work and confidentiality obligations for AI-assisted work, without requiring disclosure merely because a tool assisted, and it does not authorize replacing the appraiser's own judgment.12

Restb.ai, Feature UAD API

Photo-based condition and quality extraction, pitched at pre-fill and QC.

Cotality, Image Analytics

Photo-based condition and quality extraction, the same pre-fill and QC pitch.

CAPE Analytics

Reason-coded roof confidence scores, insurance-focused, with clearer explanations than most in the category.

None of these are GSE-endorsed substitutes for the appraiser's own rating. A plausible next step is a field-level consistency engine that extends what CU's messages already do at the overall rating down to the exterior, interior and overall triad and all six DDD tables simultaneously, flagging the Lesson 10 pattern before UCDP submission, with the appraiser still making every soundness call.

The series kitchen renovated, with new cabinet fronts, updated counters and hardware.
The logged defects are the ones the renovation resolved.AI-generated illustration
09 / Open ItemsA closing checklist and what stays open

A checklist for a file today, and what is still unverified

UAD 3.6 adds many new fields, but the condition and quality call underneath them is still the appraiser's judgment, same as under the legacy form. Run this against any file, independent of whether a lender has built automated tooling yet.

Closing review checklist

0 of 4 checked

Saved in this browser only.

What is still open

  • Whether the 2023 computer-vision test has since been deployed inside CU in production is unconfirmed.
  • AO-41's exact text needs reconfirmation against The Appraisal Foundation's primary document; this part relies on secondary industry summaries.
  • Freddie Mac LCA's use of imagery, if any, is undocumented in the public record and is left out rather than guessed at.

These same Exterior, Interior and Overall ratings reappear as grid rows once Part 6 covers the sales comparison grid, where the appraiser applies judgment to adjust a comparable to the subject.

Research checked Nov. 2, 2026 against the GSE documents listed below, and against a fresh download of those same documents the same day. The kitchen and roof are fictional and were generated with Higgsfield; the form pages and sample-report sections are screenshots of GSE publications. General information, not legal, lending or appraisal advice.

Sources

12 documents, accessed Oct. 16 and Nov. 2, 2026
  1. Fannie Mae and Freddie Mac, Appendix F-1: URAR Reference Guide, v1.4, chapters 4, 8, 10, 12, 13, 14, 15, 26 and Appendix 2March 10, 2026
  2. Fannie Mae and Freddie Mac, Appendix D-1: URAR Sample Scenarios and XML Files, v1.4 (2- to 4-unit Appraisal, Hawaii)March 10, 2026
  3. Fannie Mae, Selling Guide Supplement: UAD 3.6 Policy, SB4-1.3-06 "Dwelling Condition and Quality of Construction" and SB4-1.2-05 "Requirements for Verifying Completion and Postponed Improvements"Sept. 2, 2026
  4. Fannie Mae and Freddie Mac, UAD 3.6 Job Aid: Guidance for Appraisers through Lessons Learned, v1.0, Lessons 10 and 11June 23, 2026
  5. Fannie Mae and Freddie Mac, UAD Specification Appendix C: Form 1004/70 with numbered fieldsForm dated March 2005
  6. Fannie Mae and Freddie Mac, Appendix A: GSE Appraisal Forms Mapping (legacy UAD 2.6 field standardization), v1.52022
  7. Fannie Mae, Appraiser Update, "Using image recognition technology in appraisal report reviews"June 2023
  8. Fannie Mae, Collateral Underwriter Version 8.5 Release Notes (Message 423 and 424 text)March 2, 2026
  9. Fannie Mae, Collateral Underwriter job aid, "Self Data Discrepancy Messages" (Message 423 worked example)accessed Nov. 2, 2026
  10. Fannie Mae, Collateral Underwriter job aid, "Implausible Rating Data Discrepancy Messages" (Message 483 worked example)accessed Nov. 2, 2026
  11. Uncovering Appraisal Risks, MortgagePoint (covering a Restb.ai white paper on condition and quality rating compression)May 12, 2025
  12. Artificial Intelligence and USPAP: Understanding Advisory Opinion 41, ISA, and ASB adopts AO-41 on the use of technology in appraisal, BVResourcesApril 23, 2026

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