Investment Modeling GUI for Adaptive Real Estate Deal Analysis

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Solution Overview

Problem

Existing systems lack efficient methods for automating and managing real estate deal analysis, particularly in multifamily property purchases, which are laborious and tedious, and require rapid adaptation to emerging needs.

Innovation Solution

A graphical user interface (GUI) and operator console management system that allows data aggregation, modeling, and analysis, enabling user feedback and model recalibration, with secure data handling and modeling metrics determined by a software service provider across server-side, proxy, or client-side environments.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If manual methods are used for real estate deal analysis, then detailed analysis can be performed, but the process is laborious and tedious

Engineering Contradiction:
Improvedeal analysis speedVSAvoidoperation complexity
Core Design Contradiction:
ProductivityVSEase of operation

Solution Approach 1:

The system enables automated deal analysis where the software service provider's system performs analysis operations automatically without requiring manual intervention for each analysis task. The system self-updates models and recalibrates based on new data, eliminating the need for operators to manually perform repetitive analysis operations while maintaining detailed analysis capabilities.

Inventive Principle:
Principle #25Self-service

2Adaptability or versatility

If existing systems are used for deal analysis, then basic analysis is possible, but rapid adaptation to emerging needs cannot be achieved

Engineering Contradiction:
Improvesystem adaptabilityVSAvoidadaptation time
Core Design Contradiction:
Adaptability or versatilityVSLoss of time

Solution Approach 1:

The system implements dynamic adaptability through automated model updates and recalibration capabilities. When new data becomes available or emerging needs are identified, the system automatically updates its analysis models and protocols without requiring manual reconfiguration. This dynamic adaptation mechanism allows the system to respond rapidly to changing requirements while maintaining accurate analysis capabilities.

Inventive Principle:
Principle #15Dynamics

3Measurement precision

If comprehensive data aggregation is performed, then accurate modeling is achieved, but system complexity increases

Engineering Contradiction:
Improvemodeling accuracyVSAvoidsystem complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent introduces a software service provider as an intermediary that manages the complex data aggregation and modeling processes. The service provider's system acts as a mediator between multiple data sources and the user, handling data collection, aggregation, and model calibration automatically. This intermediary approach maintains high modeling accuracy through comprehensive data aggregation while shielding users from the underlying system complexity.

Inventive Principle:
Principle #24Intermediary (Mediator)

Data Source

PatentUS12531871B2Graphical user interface and console management, modeling, and analysis system
Publication Date: 2026.01.20 JOSEPH SHAWN
  • US12531871B2 patent drawing
  • US12531871B2 patent drawing
  • US12531871B2 patent drawing

AI summary

One or more graphical user interfaces (GUIs) and/or a console management, modeling, and analysis system is described. In some embodiments, the GUI and/or management system can be used to analyze investment purchases and/or sales. In some embodiments, users may be allowed to enter data used to produce dynamic models. In some embodiments, data may be aggregated from various users and/or sources to provide adaptive, dynamic models and/or projections.