Data Services

Data Mapping

From disparate sources to decision-ready targets.

System-agnostic data models and executable mappings, from C-CDA-to-FHIR migrations to federal data models spanning dozens of source systems.

The Service

Create and document the data maps necessary to transform discordant upstream sources for consumption by downstream applications.

Every integration, migration, and modernization project depends on a data map: the precise, documented correspondence between what a source system contains and what a target system expects.

Amida builds system-agnostic data models and executable mappings, – for example patient data migrations to federal data models – that span dozens of source systems.

How We Work

Our Approach

  1. 1Profile the sourcesUnderstand what every upstream system actually contains, not just what its documentation claims.
  2. 2Model the targetDesign a system-agnostic model that survives source-system replacement and downstream change.
  3. 3Author executable mapsMappings that run as versioned code, not just spreadsheets that grow stale in a shared drive.
  4. 4ValidateProve semantic meaning is preserved end to end.

Success Story

“Unifying our transactional claims systems required complicated data mapping. Amida did the work that let our systems finally reconcile.”

Health plan consolidating claims systems

C-CDA → FHIR
clinical documents migrated without semantic loss
Dozens
of source systems reconciled into one model
As code
maps that run in the pipeline, versioned and auditable

Representative Work

Where This Shows Up in Practice

  • C-CDA to FHIR migrationClinical document data lifted into FHIR resources without semantic loss.
  • Federal data modeling for cybersecurity applicationsSystem-agnostic models that survive source-system replacement.
  • Executable mapping pipelinesMaps that run as code, not spreadsheets that rot in a shared drive.

Featured Technologies

SQLPythonApache SparkFHIR R4C-CDA

Productized Versions

Products That Deliver This Capability

Data Intelligence

DataLoom™

Seven data capabilities in one platform. Zero fragmentation.

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Interoperability

Amida Connect

Our ingestion engine that pulls X12 EDI, HL7 v2, and FHIR from clearinghouses, EHRs, and source systems, validates and parses them losslessly, returns the full TA1/999/277CA acknowledgement chain, and delivers analytics-ready tables.

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Master Data Management

MDM Workbench

One trusted identity for every patient, provider, and member across your systems: real-time, explainable entity resolution with stewardship, analytics, and governance built in.

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Start Working With Our Experts

Learn how Amida can help rationalize your most complicated systems with a reliable, easy-to-use, data map.