Experience intelligent, context-aware data mapping powered by our Agentic AI Mapping Engine. Our autonomous agents understand healthcare data semantics automatically. Transform complex data without manual mapping rules or extensive configuration.
Agentic AI Mapping uses autonomous AI agents to semantically map complex, non-FHIR or EDI data into FHIR, and back—without manual mapping rules. Our intelligent agents understand context, learn from patterns, and adapt to your specific data environment.
Intelligent conversion of legacy healthcare data formats to FHIR-compliant resources
Reverse transformation for downstream systems requiring legacy formats
Explore how our Agentic AI Mapping Engine transforms healthcare data across different scenarios
Our Agentic AI Mapping Engine autonomously aligns non-FHIR data into FHIR resources by analyzing source schema context, generating mapping suggestions, and continuously learning as it adapts.
In reverse mode, EXF FHIR seamlessly re-creates legacy data from FHIR, ideal for integrations with downstream systems that rely on older formats.
We're building on industry standards (e.g., X12 270/271 prior authorizations) using DotLiquid and agent orchestration techniques for seamless EDI-FHIR transformation.
Ship with prebuilt templates for common X12→FHIR patterns, then fine-tune mapping interactively using AI suggestions with human validation.
Our Agentic AI Mapping Engine follows a sophisticated workflow to ensure accurate, context-aware data transformation
Ingest data from various sources including non-FHIR systems, legacy databases, and EDI formats
AI mapping engine reads context, analyzes schema patterns, and suggests intelligent mappings
Human-in-the-loop validation ensures accuracy while system learns from feedback
Generate compliant FHIR resources or perform reverse conversion to legacy formats
Export results or integrate via APIs with downstream healthcare systems
Experience the transformative power of Agentic AI in healthcare data integration
AI mapping reduces manual effort significantly compared to traditional rule-based approaches
Works with non-FHIR, FHIR, and upcoming X12 EDI format support
Prebuilt templates for common use cases like eligibility checks and claims processing
Ensures auditability and accuracy with expert oversight and continuous improvement
Experience our Agentic AI Mapping Engine with interactive demonstrations
We're preparing an interactive demonstration where you can upload sample data and see our Agentic AI Mapping Engine transform it to FHIR in real-time.
Currently in testing—all agent‑generated mappings are validated and refined by EXF team.
Explore authoritative articles and guides on Agentic AI in healthcare
Comprehensive guide to implementing Agentic AI in healthcare data integration
Practical examples and best practices for EDI to FHIR transformation
See our AI mapping engine in action with real-world data scenarios
Agentic AI Mapping uses autonomous AI agents to transform complex healthcare data. Our system maps non-FHIR and EDI data into FHIR format automatically. The intelligent agents understand context, learn from patterns, and adapt to your specific data environment.
Note: Currently in testing—all agent‑generated mappings are validated and refined by EXF team. Contact us to explore pilot opportunities and early access programs.