AI-Assisted Property Analysis and Human Review
AI-assisted tools can detect and pre-classify equipment, count fixtures, flag apparent condition anomalies and draft structured records far faster than manual review alone.
Every AI-assisted output in our workflow carries a review status and links back to the source imagery or point cloud it was derived from, so a reviewer can confirm or correct it against the original capture.
There are determinations AI does not make independently in our workflow, including legal boundaries, structural safety findings, final tax classifications, licensed engineering conclusions, official valuations, thermal diagnoses, coverage determinations, legal opinions and final issue approval.
The practical result is faster structuring with the same accountability: a named reviewer verifies the record before it is released.
Professional boundaries
- Legal boundary and property line determinations require a licensed land surveyor.
- Final tax positions, asset lives and depreciation treatment require a qualified tax professional.
- Structural, mechanical and other engineering conclusions require a licensed engineer.
- Official valuations and appraisals require a licensed appraiser.
- Thermal imagery indicates apparent anomalies only and is not a diagnosis.
- Legal opinions, causation findings and expert testimony require qualified counsel and retained experts.
This article also lives in the knowledge center.
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