This session brings together three institutional perspectives shaping the future of residential appraisal practice to examine the responsible role of artificial intelligence today.
As AI tools become more visible across valuation workflows, appraisers face uncertainty around expectations, limits, and professional risk. This panel grounds the conversation by addressing AI through the lenses of practice oversight, standards and ethics, and housing finance policy.
This session recognizes that AI is already being used in various parts of the valuation process and focuses on how appraisers should respond right now as AI becomes part of the valuation ecosystem.