Dynamic Financial Score Evaluation Using Health And Environment Data
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Current financial scoring systems rely on static credit scores that do not accurately represent a person's creditworthiness over time, as they are based on limited metrics and do not account for dynamic changes in health, environment, and global events, leading to potential misjudgments in financial transaction approvals.
Innovation Solution
A financial score evaluation system that dynamically updates scores based on health data, environment data, and world events, incorporating metrics such as heart rate, daily expenditures, location conditions, and geopolitical tensions, to provide a comprehensive and timely assessment of a user's financial wellbeing.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If static credit scores based on limited metrics are used, then the system is simple and easy to operate, but the accuracy of creditworthiness representation deteriorates over time
Solution Approach 1:
The patent transforms the static credit scoring system into a dynamic one by continuously updating the financial score based on real-time data from multiple sources including health metrics, environmental factors, and global events. The system automatically recalculates scores as new data becomes available, ensuring the representation of creditworthiness remains accurate and current without manual intervention.
Solution Approach 2:
The system integrates multiple data collection and analysis functions into a single comprehensive financial scoring platform. It simultaneously processes health data, environmental information, global event data, and traditional credit metrics, combining these diverse functions to produce a unified financial score that accurately reflects overall creditworthiness.
2Loss of time
If static credit scores are used, then the system is stable and reliable, but the timeliness of financial transaction decisions deteriorates
Solution Approach 1:
The system performs preliminary actions by continuously collecting and pre-processing data from multiple sources before financial transactions are needed. Health metrics, environmental data, and global event information are gathered and integrated in advance, so when a financial transaction requires a credit assessment, the financial score is already updated and ready for immediate use, eliminating delays.
Solution Approach 2:
The system implements continuous feedback loops where new data from health trackers, environmental sensors, and global event sources is constantly fed into the scoring model. This feedback mechanism ensures the financial score automatically adjusts to reflect current conditions, maintaining both timeliness and reliability by continuously validating and updating the creditworthiness assessment.
Data Source
Figure 1
Figure 2A
Figure 2B
AI summary
Systems and methods to evaluate a user's financial score are provided. The method includes obtaining health data indicative of health of a user. The method also includes determining, based on the health data, a health score of the user. The method further includes obtaining credit data indicative of a credit score of the user. The method further includes determining, based on the credit data, a credit score of the user. The method further includes obtaining environment data indicative of a current environment of the user. The method further includes determining, based on the environment data, an environment score of the user. The method further includes determining, based on a combination of the health score, the credit score, and the environment score, a financial score of the user.