Healthcare Insurance Leader Transforms Claims Data Access with Real-Time Virtualization
Delivering 360 Million Claims with 99.96% Accuracy Through Denodo Data Virtualization
Project Overview
Industry
Healthcare
Capability
Data & Analytics
Business Challenge
Manual Process Dependencies
CHALLENGE
Processing massive volumes of historical claims data (2015–present) for Epic Payer Platform integration while maintaining performance and data quality in a cloud-only environment.
SOLUTION
Denodo Data Virtualization with sophisticated 5-layer architecture for real-time processing.
360M+
Claims processed in one week
99.96%
Accuracy rate with zero post-implementation defects
Ahead
Of-schedule delivery through optimized performance
Real-time
Access without data preloading or materialization
Client - A National Healthcare Leader
A leading healthcare insurance provider serving millions of Americans stands at the forefront of healthcare innovation. As a nationally recognized leader in the insurance sector, they combine clinical excellence with technological advancement to create seamless health experiences for their communities.
Their commitment to quality, innovation, and patient-centered care positions them as a valued partner in transforming healthcare delivery for the digital age. With operations spanning multiple states and a focus on integrated care delivery, they recognized the critical need to modernize their data infrastructure to support their Epic Payer Platform implementation.
The Challenge
The organization's vision for delivering comprehensive claims data to their Epic Payer Platform (EPP) faced significant technical barriers that threatened both timeline and data quality objectives.
Data Volume & Complexity at Enterprise Scale
Processing complete historical claims data from 2015 to present across Medical, Pharmacy, and Lab claims—paid and rejected—while meeting real-time performance standards.
Cloud-Native Architecture Requirements
With a strategic commitment to Google Cloud Platform, all processing had to remain in-cloud, eliminating traditional ETL and requiring a fundamentally different integration approach.
Real-Time Processing Without Materialization
Transform and deliver claims data on-demand without preloading or materialization; batch windows were unacceptable for healthcare operations.
Data Quality & Governance Challenges
Medical data accuracy depends on proper data entry, demanding validation and error handling to isolate problematic data, provide feedback for source correction, and maintain clear governance.
Our Solution
IQZ Systems implemented a Denodo Data Virtualization solution that processes information in real time while maintaining enterprise-grade quality and performance.
Technology Architecture
↓Data Flows Bottom→Up↑
Explore Layers
Hover over any layer to see how each stage processes and transforms claims data in real-time.
Real-time processing
Zero intermediate storage
Real-Time Processing Innovation
Eliminated intermediate storage and batch processing by querying sources on-demand, transforming in-flight, and delivering results in real time.
Embedded Quality Control Framework
Validation schemas are built into the workflow to isolate issues before Epic, generate detailed error reports, enable source correction, and maintain audit trails.
Performance Optimization Strategy
Push-down query optimization
Intelligent caching for reference data
Parallel processing
Result pagination
Connection pooling and resource management
Results
IQZ Systems implemented a Denodo Data Virtualization solution that processes information in real time while maintaining enterprise-grade quality and performance.
Unprecedented Processing Scale
360M+
Unique claims processed in just one week — far beyond traditional ETL throughput
Processing volume
Accuracy Rate
0
Post-Implementation Defects
Ahead of Schedule
Delivered early through optimized data flow performance
Scalable Foundation
Templates established for future data integrations
Unprecedented Processing Scale
Processed over 360 million unique claims in just one week—far beyond traditional ETL throughput.
Near-Perfect Data Accuracy
Achieved 99.96% accuracy with zero post-implementation defects.
Accelerated Platform Adoption
Accelerated Epic adoption with pre-validated, transformation-ready data.
Ahead-of-Schedule Delivery
Delivered ahead of schedule due to optimized data flow performance.
Operational Excellence Foundation
Established a scalable foundation and templates for future data integration initiatives.
Technology Excellence
Why Denodo Data Virtualization
Real-time data access without physical movement
Cloud-native on Google Cloud Platform
Enterprise-grade performance for billions of records
Sophisticated transformation engine
Built-in governance and security for healthcare compliance
Integration Architecture
Google Cloud Platform
Epic Payer Platform (EPP)
Source claims systems
Data quality monitoring tools
Compliance reporting systems
Industry Impact
This groundbreaking approach to claims data integration establishes our client as a healthcare data technology leader. The solution strengthens their ability to provide agile, analytics-driven patient services while maintaining uncompromising data quality and system efficiency.
Operations Teams
Real-time access to comprehensive claims history; reduced manual reconciliation; faster issue resolution via integrated quality reporting.
Clinical Staff
Complete claims visibility in Epic; improved care coordination; reduced administrative burden.
IT Leadership
Reduced infrastructure complexity and costs; scalable architecture; accelerated future integrations.
Executive Leadership
Enhanced competitive positioning; improved efficiency metrics; foundation for data-driven initiatives.
Looking Forward
Patient engagement analytics
Provider network optimization
Population health management
Predictive modeling for care management
Real-time prior authorization
Partner with IQZ Systems
This case study demonstrates IQZ Systems' expertise in delivering enterprise-grade data integration solutions that solve real business challenges. Our approach combines:
Data Virtualization Expertise
Deep technical expertise in data virtualization and real-time integration architectures.
Healthcare Knowledge
Healthcare industry knowledge with deep compliance and regulatory understanding.
Proven Methodology
Proven methodology for complex data transformations at enterprise scale.
Operational Excellence
Unwavering commitment to quality, reliability, and operational excellence.
Strategic Partnerships
Strategic partnerships with leading technology providers including Denodo and Google Cloud.
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