Summary
Used AI-based valuation models to automate and standardize mass property appraisals across commercial portfolios. Integrated disparate property, geographic, and market data into a unified valuation framework. Improved accuracy, equity, and transparency in tax assessments. Reduced manual workload while enabling faster, defensible appraisal decisions.