Automated Patient Payment Estimate Validation System
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Solution Overview
Problem
Manual validation of patient payment estimates for healthcare services is time-consuming and prone to human error, lacking efficiency and accuracy.
Innovation Solution
An automated system for periodically reviewing and comparing patient payment estimates with claims and payments, providing metrics for validation or invalidation through a dashboard for drill-down analysis, utilizing an estimate analysis engine to match and analyze discrepancies.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual validation of patient payment estimates is performed, then accuracy can be maintained through human review, but the process becomes time-consuming and inefficient
Solution Approach 1:
The patent replaces the manual mechanical review process with an automated computer-based system that uses algorithms to validate patient payment estimates against claims and payments data, eliminating human manual intervention while maintaining validation accuracy
Solution Approach 2:
The patent introduces an automated estimation validation system as an intermediary between estimate creation and final billing, using computer algorithms to mediate the validation process and provide automated feedback on estimate accuracy
2Reliability
If manual validation processes are used, then detailed analysis can be performed, but human error increases and consistency decreases
Solution Approach 1:
The system enables self-service validation where the automated system independently performs validation without human intervention, using predefined algorithms and rules to consistently evaluate estimates against actual claims and payments data
Solution Approach 2:
The patent implements automated feedback mechanisms where the validation system provides immediate results and metrics back to users, allowing for continuous monitoring and improvement of estimate accuracy while eliminating human error through automated decision-making
3Productivity
If automated validation systems are implemented, then efficiency and speed improve, but system complexity increases
Solution Approach 1:
The patent creates a multi-functional automated validation system that can handle multiple validation scenarios, data types, and analysis requirements through a single unified platform, reducing the need for separate systems for different validation tasks
Solution Approach 2:
The validation system is segmented into modular components including estimate processing modules, claims matching modules, payment verification modules, and reporting modules, allowing for independent development, testing, and maintenance of each function while maintaining overall system efficiency
Data Source
AI summary
Validating patient payment estimates is provided. Validating patient payment estimates may comprise matching patient payment estimates with claims, payments and insurance contracts and providing tools to analyze the results of the matching process. Discrepancies may be determined, for example discrepancies between procedures and patient portions from the estimate with procedures actually billed and paid and a patient portion determined by the insurance company. Results may be stored in a dashboard user interface, which may then be available via a user interface for drill-down analysis.