FHIR Data Harmonizer

Convert fragmented health and product data into interoperable, standards-aligned FHIR outputs—ready for compliance and integration.

WHAT'S BROKEN

Challenges

Invoice operations break at scale. Agentic AI is required to restore control, accuracy, and speed across the invoice lifecycle.

Fragmented Invoice Data

Invoices arrive across emails, portals, ERPs, and scanned documents. Data stays siloed, inconsistent, and difficult to standardize in real time.

Slow Approval Cycles

Approvals move across disconnected systems and stakeholders. Delays result in missed SLAs, late payments, and strained vendor relationships.

Manual Validation Overload

Line-item checks, tax validation, and PO matching depend on manual effort. Exceptions accumulate faster than teams can review and resolve.

Limited Audit Traceability

Invoice decisions lack end-to-end visibility and context. Audits require manual reconstruction instead of instant, explainable records.

HOW WE FIX IT

What Defines Us

Legacy source format normalization (XML, CSV, PDF, HL7 v2)
FHIR resource generation & mapping (Patient, Observation, Medication, etc.)
Semantic validation & conformance checks
Cross-resource relationship linking
Versioning, change detection & delta tracking
Audit trace back to original data points
Configurable templates & extension profiles
Human review loop for edge-cases & quality assurance

Domain-aware transformation built for interoperability, compliance, and scale.

In life sciences and healthcare, data lives in silos—clinical trials, regulatory filings, product catalogs, EHRs, lab systems. FHIR Data Harmonizer unifies those silos into interoperable FHIR outputs.

We map source artifacts to FHIR resources (e.g. Medication, Observation, Patient) while preserving lineage to the original records. Conformance engines, semantic checks, and domain logic ensure consistency. Change detection captures updates over time and supports version reconciliation.

Whether ingesting legacy regulatory reports or real-time health events, this solution maintains compliance readiness and integration flexibility. The result: data interoperability across systems, streamlined workflows, and a foundation built for future health standards.

WHAT YOU GET

Template-free, Accurate Invoice Data
Extraction — in a Few Clicks

Ensure your clinical, drug, and regulatory data flows coherently across EHRs, regulatory systems, and analytics platforms. Harmonize complex inputs into FHIR-compliant output with traceability and consistency.

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Improved Process Efficiency

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Reduction in Processing Time

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Increase in Compliance Records Processed

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Data Extraction Accuracy

SEE IT IN ACTION

Explore Harmonization in Action

See how raw clinical and regulatory data becomes structured, FHIR-aligned intelligence—ready for integration, analytics, or regulatory exchange.

AI Workflow Automation

Automate the entire invoice processing workflow from capture to payment. End-to-end automation

Intelligent Chat Interface

Interact with invoices using natural language queries. Ask questions, get insights

Real-time Dashboard

Monitor invoice processing metrics and status in real-time. Live updates and analytics

Detailed Invoice Summary

Get comprehensive summaries and validation of invoice data. Accurate extraction and validation

AI Workflow Automation
Intelligent Chat Interface
Real-time Dashboard
Detailed Invoice Summary

Explore Harmonization in Action

See how raw clinical and regulatory data becomes structured, FHIR-aligned intelligence—ready for integration, analytics, or regulatory exchange.