SyncMesh

Trusted

It takes fragmented clinical and claims data and turns it into structured, unified patient records that are ready for downstream use.

Input: HL7, FHIR, X12 (837, 835), ADT
Output: Structured raw data

Input: Conflicting codes, legacy formats
Output: Unified clinical models

Input: Disparate sources across providers/payers
Output: Longitudinal patient records

Input: APIs, data lakes, analytics platforms Output: Cleaned, usable datasets

SyncMesh is built for teams who need reliable clinical data without delays.

who want a complete view of the patient

managing risk, utilization, and value-based care programs

building AI/analytics layers on top of EHR and claims data

Once your data is harmonized, you can:

SyncMesh plugs into your existing systems via APIs or managed connectors.

We work directly with your tech and operations teams to configure pipelines that match your workflows.

SyncMesh natively understands the complex, inconsistent formats used across healthcare systems, so you don’t have to normalize anything manually.

Most integration platforms treat healthcare like any other industry. We don’t.

Feature	Most Tools	SyncMesh
Industry Fit	Generic platform	Healthcare-native
Standards Support	Partial HL7/FHIR/X12	Native HL7, X12, FHIR parsing
Data Cleaning & Mapping	Limited	Normalization, stitching, timeline sync
API Handling	Basic pass-through	Full validation + traceability
Analytics & Modeling Support	Requires extra tools	Built-in support for healthcare analytics
Customization	Fixed schema	Custom models and logic supported