The reasoning behind every value,
organized — not automated.
Every assignment moves through four knowledge states. The system holds the evidence, the reasoning, and the documentation so the appraiser holds the judgment.
1428 Oakridge Drive
Operational Functions
Persistent Knowledge Objects
Knowledge that survives the assignment
Each object stays available across the full lifecycle — not regenerated, recalled.
Assignment Snapshot
Workflow Profile
Market Conditions
Neighborhood Analysis
CCA Grid
CPA Narrative
Professional Analysis
Assignment Summary
Engineering Journal
Comparable Characterization Analysis
Organize structured comparable intelligence into a defensible grid. CCA captures the facts — sales, characteristics, and MLS-derived detail — without yet deciding what they mean.
Comparable Grid
5 sales analyzed| Property | GLA | Bd / Ba | Sale | Net Adj | Adjusted |
|---|---|---|---|---|---|
| 1428 Oakridge DrSubject | 2,640 | 4 / 2.5 | $639,000contract | — | — |
| 1502 Oakridge DrSame subdivision · 18 daysPRIMARY | 2,580 | 4 / 2.5 | $628,000 | +$4,500 | $632,500 |
| 388 Shepard LnFarmington · 33 daysPRIMARY | 2,720 | 4 / 3 | $655,000 | −$17,200 | $637,800 |
| 921 Compton RdKaysville · 45 daysBENCHMARK | 2,510 | 3 / 2.5 | $612,000 | +$17,400 | $629,400 |
| 1190 Millcreek WayActive listingBRACKET | 2,690 | 4 / 2.5 | $649,900list | — | — |
Adjustment Basis
Paired-sales supported. Gross Living Area at $55 / sf, bath count $3,500, garage stall $4,000, basement finish $22 / sf. Lot differences immaterial within this subdivision (uniform pad sizing).
Competitive Position Analysis
Transform structured evidence into organized market reasoning — the primary decision engine. CPA assigns roles, selects primaries, and sets the weighting philosophy that the value conclusion will rest on.
Reasoning Narrative
draft · auto-savedComparable roles. The two Oakridge/Shepard sales (1502 Oakridge, 388 Shepard) anchor as primary — same submarket, closed within 33 days, and closest in size and appeal to the subject. 921 Compton serves as the benchmark, bracketing the lower bound, while the 1190 Millcreek active listing brackets the upper bound and confirms the ceiling.
Reviewer anticipation. The contract price ($639,000) sits modestly above the adjusted comparable range. A reviewer will ask why the opinion lands below contract — CPA pre-stages that answer: the two most similar sales bracket tightly at $632.5K–$637.8K, and no adjusted indicator supports the full contract figure.
Professional Analysis
Validate organized reasoning. Professional Analysis does not begin from raw data — it begins from CPA, and its job is to challenge, confirm, and defend the conclusions before they're documented.
Validation Checklist
staged from CPA- Is $55/sf GLA defensible? Paired-sales pull from this submarket supports $52–$58. Within tolerance.
- Is the value bracketed? $629.4K – $637.8K adjusted brackets the $635K conclusion. Confirmed.
- Does reconciliation weight the primaries? 75% combined to the two Oakridge/Shepard sales. Consistent with CPA.
- Contract-to-value gap. $4,000 under contract — flagged for the reconciliation narrative; reviewer-facing comment drafted.
Stage II · Production
Communicate completed reasoning. Stage II should not discover new conclusions — it documents established ones into the report sections the client and reviewer will read.
Reconciliation — Approach Weighting
Report Sections — staged from prior functions
Subject Overview, Comparable Analysis, Reconciliation, and Final Value Support assemble automatically from the Knowledge Objects already produced. Stage II writes nothing new — it formats what CCA, CPA, and Professional Analysis already established.
Assignment Initialization
Every assignment begins here. Intake establishes the Workflow Profile that determines required outputs, analyses, and the production path for the entire file.
Assignment Snapshot
lockedStage I · Market & Neighborhood
Stage I establishes the market conditions and neighborhood context every later judgment depends on — the trend, the range, and the demand picture.
Market Conditions
Assignment Summary
A single durable summary of the assignment — what was concluded and why — that persists into the Knowledge Base for future assignments in the same market.
Quality Assurance
A final standards pass — completeness, internal consistency, and client/USPAP compliance — run against the assembled report before it leaves the system.
QA Gate — staged checks
- All required sections present for profile
- Value bracketed and reconciled
- Adjustments internally consistent with CCA
Archive
On completion, the assignment and all its Knowledge Objects move to the Archive — searchable, reusable intelligence that feeds the next assignment rather than disappearing.
Knowledge Base
Every completed assignment deposits its market reads, adjustment support, and conclusions here — a growing, queryable record of how this appraiser thinks, across years of work.
Recent Market Intelligence
Engineering Journal
A running log of reasoning decisions on this assignment — why a comp was excluded, why an adjustment moved — so the thinking is recoverable months later, by anyone.
- 2h ago — Excluded 770 Glover (2,310 sf): inferior submarket, would over-adjust.
- 3h ago — Set GLA adj to $55/sf from 4 paired sales; documented support.
- Yesterday — Confirmed neighborhood trend stable via 6-mo MLS pull.
Production Standard 4.2
The governing standard. Implementation — prompts, agents, dashboards — may evolve, but the Fundamental Reasoning Invariant and the production path stay fixed. Architecture is stable; software serves it.
The Reasoning Invariant
non-negotiable1 · What do we know? — evidence, organized (CCA)
2 · What does it mean? — reasoning, structured (CPA)
3 · Why do we believe it? — reasoning, validated (Professional Analysis)
4 · How do we communicate it? — conclusions, documented (Stage II)