Human-in-the-Loop Assessment: Governing AI, Imagery, and Automated Property Insights

Presentation Category

THOUGHT LEADER

General Session Description

As AI, aerial imagery, and automated property insights enter assessment workflows, assessors need practical governance frameworks that preserve trust, transparency, and professional judgment. This session explores human-in-the-loop review, data quality, bias, auditability, taxpayer communication, and defensible decision-making as jurisdictions evaluate technology-assisted assessment processes.

Audience Expertise

General Interest (Appropriate for all experience level)

Start Date

10-14-2026 1:30 PM

End Date

10-14-2026 2:30 PM

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Oct 14th, 1:30 PM Oct 14th, 2:30 PM

Human-in-the-Loop Assessment: Governing AI, Imagery, and Automated Property Insights

As AI, aerial imagery, and automated property insights enter assessment workflows, assessors need practical governance frameworks that preserve trust, transparency, and professional judgment. This session explores human-in-the-loop review, data quality, bias, auditability, taxpayer communication, and defensible decision-making as jurisdictions evaluate technology-assisted assessment processes.