EHR Data Standardization: PHI Detection & FHIR Conversion
Transform messy, unstandardized Electronic Health Record data into clean, privacy-safe, FHIR-formatted data that can be safely shared or analyzed.
Two AI agents work together to automate HIPAA-compliant data cleaning and standardization.
How It Works
A two-agent system that separates schema analysis from data transformation
Schema Identification
AI reviews the structure of incoming data—field names only, not patient data—to detect PHI/PII fields and flag them for removal.
Data Standardization
After sensitive fields are removed, the second agent reformats cleaned records into FHIR-compliant bundles.
Clean, Standardized FHIR Data
The system outputs HIPAA-compliant FHIR bundles ready for safe sharing, research, analytics, or interoperability with other healthcare systems.
Core Capabilities
Enterprise-grade data standardization with built-in compliance
Automatic PHI Detection
Identifies names, phone numbers, addresses, SSNs, and other protected health information automatically.
FHIR Conversion
Converts cleaned data to HL7 FHIR format—the international standard for healthcare data exchange.
HIPAA Compliance
Date fields are transformed to retain only the year, keeping data HIPAA compliant.
Schema Analysis
Comprehensive field-by-field analysis with AI recommendations for standardization.
Structured Output for Interoperability
The system produces consistent, machine-readable FHIR bundles where patients, encounters, diagnoses, labs, and medications are structured according to modern healthcare data exchange standards.
This unlocks the ability to use real-world health data safely for research, analytics, or interoperability.
FHIR Resource Types
Automatic PHI/PII Detection
The schema identification agent detects and flags these sensitive fields for removal before any data processing occurs.
*Date fields are transformed to retain only the year for HIPAA compliance.
See EHR Standardization in Action
Multi-agent system for healthcare data de-identification and FHIR bundle conversion.
Technology Stack
Built with modern, healthcare-ready technologies
Related Content
Continue your journey: Explore related solutions, use cases, and resources to find your next step.
Ready to Standardize Your Healthcare Data?
See how SUPERWISE accelerators can transform your healthcare data operations with HIPAA-compliant AI governance.