Automated Computer Vision for Medicare Deductible Account Management
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Solution Overview
Problem
Managing collections and provider payments for Medicare Supplement Plan G is challenging due to the multitude of plans and intricate options available, leading to difficulties in efficiently processing and managing deductible payments.
Innovation Solution
A computer-implemented system that uses an automated computer vision system to identify and analyze forms completed by prospective enrollees, verifying authorization signatures and processing information to establish primary and sub-accounts for managing insurance coverage and deductible payments.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If manual processing of enrollment forms and account management is used, then flexibility in handling diverse Medicare Supplement plans is maintained, but processing efficiency and accuracy deteriorate due to the multitude of plans and intricate options
Solution Approach 1:
The patent replaces manual mechanical processing of enrollment forms with an automated computer vision system that uses optical character recognition and machine learning algorithms to extract and validate form data, significantly improving processing efficiency while maintaining the ability to handle diverse Medicare Supplement plan variations
Solution Approach 2:
The system enables self-service automation where the computer vision system independently identifies form types, extracts relevant information, validates data accuracy, and processes account establishment without human intervention, reducing processing time while managing complexity through intelligent automation
2Measurement precision
If automated computer vision system is implemented to process forms, then processing speed and accuracy improve, but system complexity and initial setup requirements increase
Solution Approach 1:
The patent segments the form processing task into distinct modules: form type identification, data extraction, validation, and account processing. This modular approach improves measurement precision through specialized algorithms for each task while managing overall system complexity through clear separation of functions
Solution Approach 2:
The computer vision system acts as an intermediary layer between the physical enrollment forms and the account management system, using optical character recognition and data validation algorithms to ensure high accuracy in extracting form information while shielding the core system from the complexity of diverse form formats
3Productivity
If hierarchical account structure (primary and sub-accounts) is implemented, then fund management and tracking become more efficient, but account management complexity increases
Solution Approach 1:
The patent implements a nested account structure where sub-accounts are contained within a primary account hierarchy. This allows efficient fund management and tracking by nesting multiple enrollee accounts under a single insurance company account, improving productivity through automated fund allocation while managing complexity through the hierarchical nesting pattern
4Adaptability or versatility
If multiple Medicare Supplement plans with varying costs are managed, then customer choice and coverage options are enhanced, but collection and payment management difficulty increases
Solution Approach 1:
The patent creates a universal account management system that can handle multiple Medicare Supplement plans (A, B, C, D, F, G, K, L, M, N) with varying cost structures through a single hierarchical account framework. The system automatically adapts to different plan types and cost variations, enhancing customer choice while simplifying collection management through standardized processing procedures
Data Source
AI summary
A system for managing collecting deductibles of insureds is disclosed. The system comprises an automated computer vision system configured to identify and analyze information provided by a prospective enrollee on a form. The system further comprises a processor configured to establish a primary account associated with an insurance company to maintain a balance equivalent to a sum of fees incurred by insurance coverage plans sponsored by the insurance company, receive the information associated with the prospective enrollee from the automated computer vision system, and establish a sub-account associated with the prospective enrollee underneath the primary account. The processor is further configured to maintain a ledger of the sub-account to reflect fee(s) incurred by the prospective enrollee during a coverage period.