Healthcare

HIPAA-Compliant EHR Integration

Automated blood report analysis and anomaly detection integrated with major EHR systems

93%

Accuracy in anomaly detection

62%

Faster reporting time

85%

Physician satisfaction rate

The Challenge

A leading healthcare provider network with over 30 facilities was struggling with manual blood report analysis, leading to delayed diagnoses, physician burnout, and inconsistent anomaly detection. They needed a solution that could:

  • Integrate seamlessly with their existing Epic EHR system
  • Automatically analyze blood reports and flag potential anomalies
  • Maintain full HIPAA compliance and data security
  • Provide real-time clinical decision support to physicians
  • Scale across their entire network of facilities

Our Solution

We developed a custom AI solution using our proprietary raccha framework that integrated directly with their Epic EHR system. The solution included:

  • Custom-trained machine learning models for blood report analysis
  • Secure API integration with Epic's FHIR interface
  • Real-time anomaly detection with confidence scoring
  • Physician notification system for critical findings
  • Comprehensive audit logging for compliance
  • Interactive dashboard for tracking system performance

Technical Implementation

The solution was built using our agentic AI framework with specialized agents for:

  • Data extraction and normalization from diverse lab formats
  • Anomaly detection using ensemble machine learning models
  • Clinical context analysis to reduce false positives
  • Secure data transmission with end-to-end encryption
  • Report generation with physician-friendly explanations

The Results

After implementing our solution across the healthcare network, the client experienced:

  • 93% accuracy in anomaly detection, exceeding manual review accuracy by 15%
  • 62% reduction in reporting time, allowing physicians to receive results faster
  • 85% satisfaction rate among physicians using the system
  • 41% decrease in missed anomalies compared to manual review
  • $2.3 million in estimated annual savings from improved efficiency and earlier interventions

"The AI-powered blood report analysis system has transformed our workflow. We're catching anomalies earlier and providing better patient care with significantly less administrative burden on our physicians."

— Dr. Sarah Johnson, Chief Medical Officer

Project Overview

Industry

Healthcare

Client

Major Healthcare Network

Timeline

4 months

Technologies

raccha framework, crewAI, FHIR API, Epic EHR

Interested in a similar solution?

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