
1+ million
APPRAISAL PAGES AUDITED
4m 12s
MEDIAN FULL REVIEW
100%
FINDINGS CITE A GUIDELINE
>50%
REDUCED FINDINGS AT TPR
Vision detection
What do the photos actually show?
Vision models tuned for appraisals read every exhibit — findings that never make it into the form data get caught anyway.
Photos: condition, renovations, hazards — read straight from the images
Maps: busy roads, commercial adjacency, flood and environmental factors
Sketches: GLA, room count, and layout cross-checked against the form


Findings against guidelines
Does this appraisal fit or affect LTV?
Every check runs against your guidelines. Each finding carries severity, source data, and the rule it traces back to — the same defensible picture for all parties.
Rules vary by program, investor, and scenario
Every finding cites the guideline that triggered it
Data enrichment
What's missing on the appraisal?
The agent pulls public records, MLS and rental data — then reconciles the appraisal against them. The result is a better, more accurate valuation.
Runs before the appraisal to set expectations, and after to catch drift
Qualifying alternate comps surfaced for reviewer reference


Revision tracking
Did the revision fix the issue, and what else changed?
When the revised report comes in, we present a full diff comparison — ensuring each issue was resolved and flagging any change the appraiser made.
Auto-drafted revision requests, consistent and instant
Full before/after diff on every returned version
One ledger. Every finding, sourced and cited.
The review lands as a single defensible ledger — each finding tied to where it was found in the report and the guideline it ran against.

Every appraisal, fully read.
No sampling, no skimming. The moment a report lands in the file, the agent reads all of it — pages, photos, sketches, and the public record behind them — and queues only what needs a human.
Runs on arrival.
Reviews kick off when the PDF hits the LOS — no queue, no request.
Human-in-the-loop.
The agent flags; your underwriter decides.
Auditable end to end.
Every finding keeps its page reference and rule ID.

® Loanlight 2026. All rights reserved.



