Automated Distressed Property Valuation Model
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Solution Overview
Problem
Current methods for determining value adjustments for distressed properties, such as those in foreclosure or with delinquent mortgage payments, rely on inaccurate flat percentage discounts or expensive in-person appraisals, which are time-consuming and costly.
Innovation Solution
A system and method that uses a computing platform to receive an estimate of property value and apply adjustments based on models that account for property and loan characteristics, providing a more accurate valuation for lenders to modify mortgage terms or determine sales prices.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If a flat percentage discount is applied to comparable property value, then the valuation process is simple and quick, but the valuation accuracy deteriorates
Solution Approach 1:
The patent changes the parameter of valuation adjustment from a fixed flat percentage to a dynamic model-based adjustment that considers multiple factors including property characteristics, foreclosure status, and market conditions. This allows the system to maintain simplicity through automation while improving accuracy by incorporating relevant variables that affect distressed property values.
Solution Approach 2:
The patent replaces the manual mechanical appraisal process with an automated computer-based valuation model. This substitution eliminates the need for physical property inspections while providing consistent, reproducible valuations based on statistical models and historical data, thereby maintaining speed while improving reliability.
2Measurement precision
If an in-person appraisal is obtained from a professional appraiser, then the valuation accuracy improves, but the cost and time required increase
Solution Approach 1:
The patent substitutes the mechanical process of in-person appraisals with an automated computer-based valuation system that uses statistical models, historical sales data, and property characteristics to determine distressed property values. This eliminates travel time, scheduling delays, and manual inspection requirements while providing consistent, reproducible results.
Solution Approach 2:
The system performs preliminary data collection and processing by gathering property characteristics, comparable sales data, and market conditions beforehand. This preliminary action allows the valuation model to quickly process information and generate accurate valuations without requiring time-consuming on-site inspections or manual analysis during the actual valuation process.
3Measurement precision
If an in-person appraisal is obtained from a professional appraiser, then the valuation accuracy improves, but the cost increases
Solution Approach 1:
The patent replaces expensive manual appraisal services with an automated computer-based valuation model that processes data and generates valuations at minimal marginal cost. This substitution eliminates appraiser fees, travel expenses, and other costs associated with in-person appraisals while maintaining or improving valuation accuracy through consistent application of statistical models.
Solution Approach 2:
The patent uses inexpensive automated computing resources and publicly available data to perform valuations that would traditionally require expensive professional services. The system leverages low-cost data sources including public records, automated valuation models, and historical sales data to generate accurate distressed property valuations at a fraction of traditional appraisal costs.
Data Source
AI summary
Systems and methods are provided for providing an adjustment to a value estimate for a property that is considered distressed. In one embodiment, a method includes receiving the estimate of value for the property; determining, based on a model, the adjustment to the estimate of value, such that the model accounts for a characteristic of the property and a characteristic of the loan; and providing the adjustment.