Case Study
From Multichannel Complexity to AI Orchestrated Claims and Fraud Operations
Major Healthcare Payor
A national healthcare payor division partnered with DataBank to replace manual record handling with AI powered, human validated processing that reduces delays, mitigates compliance risk, and scales fraud prevention and claims integrity operations.
Industry
Healthcare
Challenge
A payor division managed records from paper, fax, CD, and portal uploads using manual steps that slowed fraud detection.
Results
DataBank deployed AI powered, human validated processing to reduce delays, strengthen compliance, and scale claims and fraud operations across payer clients.
Solutions
Outcomes
3.5M
100%
16
Payer clients on one framework
176,550
Overview
Challenges
Implementation
Standardized Intake Across Channels
Centralized ingestion for paper, fax, CD, and portal sources, normalizing images and metadata for downstream automation.
Daily Match and Merge with Human Validation
Automated verification of six key fields using daily client files, with subject matter experts reviewing edge cases to sustain accuracy and compliance.
Automated Return Mail Handling
Automated returned mail classification and routing so exceptions were identified quickly and handled consistently. This reduced manual sorting, improved visibility, and helped keep claims and fraud workflows moving at scale.
High Scale Correspondence and Phased Growth
Built a correspondence pipeline capable of about 176,550 letters per month, then expanded capacity over time.
Key Takeaways
Automation, validation, and scalability improved accuracy, compliance, and fraud detection speed across 16 payer clients.
Massive Intake Volume
3.4M images processed via portal upload in one month
Flawless Compliance Record
100% SLA adherence for fraud, waste, and abuse (FWAE) communications
Enterprise Wide Scalability
Expanded to 16 payer clients on a standardized operational framework
Accelerated Fraud Insights
Faster fraud detection and claims verification through automation and subject matter expert oversight
Results
Deeper content intelligence to further accelerate fraud detection
Cloud integration to support growth and resilience at higher volumes
Standardized onboarding to rapidly add more payer clients and document types while managing cost via tiered pricing
View Full Case Study
Learn how the Healthcare payor partnered with DataBank to address a critical challenge and deliver measurable results. This case study provides a clear overview of the problem, the solution, and result.
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