Conventional tools
Who
Appraiser + staffOrder software
What
Read order → build workfile → find missing items
How our system works
Most AI you've been shown
is a chat window.
Ours is a production pipeline, not a chat window. Software agents research the subject and market, gather the evidence, draft the analysis and challenge the draft. Fixed tools assemble the native report. The signing appraiser makes every decision.
A clear view into how a report gets built.
One appraisal moves through seven controlled stages. In the pipeline below, each stage shows what enters, what processes it, and what leaves for the next handoff.
Workflow shown: Research & Report. With Your Data & Comps, the signing appraiser supplies more of the subject, market, comp, and analysis inputs.
Conventional appraisal tools
Our desk
How long this step takesAppraiser-human hands-on timeTaller bars mean more time
Gray is the total time for the step. Green is the hands-on time required from the human appraiser. These are simple guides, not exact hours or percentages. The rest is carried by the desk: agents, automation and an internal review. These stages run side by side rather than one file after another, which is how the last report of the day gets the same attention as the first.
Who is activeHumanSpecialized agentsSoftware automation
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01 Intake & assignment audit
Our desk
WhoDesk reviewerIntake controlsWhatApprove scope → audit uploaded files → open ready workfile
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02 Subject, market & comp strategy
Conventional tools
WhoAppraiserMLS + research toolsWhatResearch subject → define market → choose comp strategy
Our desk
WhoResearch agentsDesk oversightWhatBuild subject picture → analyze market → prepare comp strategy
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03 MLS, records & evidence collection
Conventional tools
WhoAppraiser + staffData servicesWhatSearch MLS + records → gather exhibits → resolve gaps
Our desk
WhoCollection agentsData toolsSource controlsWhatFollow search plan → gather evidence → verify sources
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04 Adjustments, reconciliation & narrative
Conventional tools
WhoAppraiserForms + templatesWhatSet adjustments → write analysis → reconcile value
Our desk
WhoAppraisal agentsDecision controlsWhatPropose adjustments → draft analysis → record the basis
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05 Native UAD 3.6 report assembly
Conventional tools
WhoAppraiser + staffForm softwareWhatEnter fields → place exhibits → check transfer
Our desk
WhoReport automationWhatFill native TOTAL fields → pack exhibits → read back report
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06 Errors, omissions, rules & independent review
Conventional tools
WhoAppraiser / reviewerValidation toolsWhatRun checks → fix findings → check again
Our desk
WhoRules engineReview agentInternal appraiserWhatDetect issues → challenge draft → verify corrections
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07 Signing-appraiser review
Conventional tools
WhoSigning appraiserWhatReview report → resolve issues → sign + deliver
Our desk
WhoSigning appraiserWhatReview prepared draft → adopt or change judgments → sign + deliver
What moves into the system
Packet audit, research preparation, source gathering, draft proposals, report assembly, repeatable checks, and an independent first review.
What stays with the appraiser
Inspection, adoption of appraisal judgments, final analysis and value, certification, signature, and client delivery.
The overall difference
Same appraisal work. Different workload.
Conventional appraisal tools
Total timeLonger, with most work completed step by step.
Human appraiser effortThe appraiser works through most stages.
Our desk
Total timeCompressed through coordinated and parallel work.
Human appraiser effortFocused on key judgments and final review.
Bar length shows the general contrast—not exact hours, percentages, or promised savings. Assignment complexity still controls the clock.
The handoffs and controls are visible. Client identities, property data, credentials, exact model routing, and internal control details remain private.
The decision boundary stays human.
The appraisal thinking the assignment requires does not go away; it moves to the front, where it belongs. Our agents prepare and challenge the work. Fixed software assembles and checks it. An internal appraisal reviewer reads the draft against its sources. The signing appraiser retains the inspection, final appraisal judgment, value, certification, signature, and delivery. Data handling and required assistance disclosures are agreed before production.