THE PROBLEM

Healthcare data exists at scale—but not in a usable, reliable form. 
Enterprise healthcare organizations face persistent challenges: 

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Data arrives in heterogeneous formats (HL7, CCDA, PDFs, scans, legacy feeds) 

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Records are fragmented across networks, vendors, and care settings

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Patient access introduces additional variability and inconsistency

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Converting data into FHIR or OMOP requires custom logic, ongoing maintenance, and manual oversight

The result: 
High operational cost, slow time-to-value, and data pipelines that don’t scale.  Interoperability at the enterprise level requires more than connectivity—it requires intelligence, validation, and trust. 

THE TROVE SOLUTION


One platform to ingest, understand, and standardize healthcare data—at scale.

Trove sits between raw healthcare data and enterprise systems, acting as a clinical intelligence layer that normalizes complexity before it reaches downstream applications.  Any Input → Clinical Intelligence → Enterprise-ready Standards  This reduces custom engineering, minimizes risk, and accelerates deployment across use cases. 

WHAT TROVE DOES


Ingest real-world healthcare data

Trove is designed for production environments—not idealized data feeds. 
We support:

HL7 v2 messages

CCDA / CCD documents 

PDFs, scanned images, and faxes

Flat files and APIs

Patient-authorized data requests

No pre-cleansing required.

Connect across nationwide networks


Trove provides secure, scalable connectivity to major interoperability frameworks and health data networks, including:

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CommonWell Health Alliance

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Carequality 

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eHealth Exchange

We also enable patient access under TEFCA, supporting patient-authorized retrieval at enterprise volumes. 
Trove manages: 

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Identity resolution and patient matching 

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Query orchestration and throttling

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Cost and traffic controls

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Compliance-ready audit trails

Apply clinical intelligence—not brittle rules


Trove applies healthcare-native AI and clinical logic to transform raw data into reliable, structured outputs.  Capabilities include:

PDFs and unstructured documents → clinical concepts and codes

CCDA → normalized clinical data

HL7 → FHIR transformation 

Every transformation is: 

Designed for regulated healthcare environments 

Auditable 

Explainable 

This enables enterprises to trust the data powering critical workflows. 

Deliver standards-compliant outputs


Trove produces clean, validated data ready for immediate downstream use: 

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FHIR R4 APIs

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OMOP Common Data Model

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Longitudinal patient records

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Analytics- and AI-ready datasets 


No additional transformation layers required. 

WHO IT’S FOR

Payers

CMS interoperability, risk adjustment, utilization analytics, and population health—without custom pipelines. 

Providers & HIEs

Unified patient records across networks, formats, and care settings. 

Life Sciences

OMOP-ready real-world evidence with traceable provenance. 

Patient & Consumer Platforms

Patient-authorized access to normalized, longitudinal records. 

Data, AI & Analytics Teams

Reliable clinical data at scale—ready for modeling, reporting, and automation. 

WHY ENTERPRISES CHOOSE TROVE

Built for scale

Designed to handle nationwide networks, large member populations, and high query volumes. 

Lower operational risk

Validated outputs, explainable transformations, and auditability reduce compliance and data quality risk. 

Faster time-to-value

Eliminate custom parsing, rule maintenance, and downstream normalization. 

Future-proof architecture

FHIR, OMOP, TEFCA, and AI-ready—without re-engineering. 


Interoperability that scales. Intelligence you can trust.


Trove is the clinical data intelligence layer enabling enterprises to operationalize interoperability, patient access, analytics, and AI—on a single platform. 

Get in Touch

Interested? Get in touch with us today so we can find a way to work together.

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ENTERPRISE POSITIONING LINE


Trove is the clinical data intelligence layer that transforms raw healthcare data into enterprise-ready interoperable standards—securely, accurately, and at scale.

Trident

AI-powered parser for CCDA data, ensuring accurate and efficient health data parsing to optimize clinical workflows.

Data Vault

An intuitive platform providing patients with a simple, secure way to access and manage their personal health data.

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Connexa

API for bidirectional interoperability, facilitating real-time data exchange between healthcare systems.

Atlas

Web-based interoperability dashboard offering a comprehensive overview and seamless management of healthcare data.

What We Offer

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Get Health Data from Anywhere

With over 2 billion records exchanged monthly and thousands of healthcare providers connected, Trove Health empowers you to import health records from across the U.S. Access comprehensive data quickly and securely, no matter where it's stored.

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Import data in your preferred format​

Trove Health automatically parses and formats imported data to meet your exact needs, reducing manual effort and overhead. Simplify the process for both end users and IT teams by eliminating unnecessary complexities in data handling.

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Plug-n-Play design​ & Affordable Solution

Seamlessly integrate Trove Health’s solutions with a plug-and-play design. Enjoy minimal downtime, instant compliance, and scalable operations nationwide. Our high degree of automation ensures you get more value at a lower cost, maximizing your ROI.

Our Latest White Papers & Blogs

Trove Health's TRIDENT AI - Creating Structured and Cleaned Data For Health Care Use Cases

In healthcare, unstructured data from various sources like clinical documents, lab reports, and EHRs (Electronic Health Records) make data integration and interoperability a significant challenge. Trove Health’s Trident AI presents an innovative solution to this problem by automating the conversion of unstructured data into structured and cleaned formats, such as FHIR R4, enabling its use in a wide range of healthcare applications. With its ability to parse over 95% of data with 97% accuracy, Trident AI drives significant savings and operational efficiencies across healthcare use cases, from patient management to clinical research.

Cost-cutting Advantages Of Trove Health's Trident AI In Healthcare

The healthcare industry continues to evolve, driven by initiatives like the Trusted Exchange Framework and Common Agreement (TEFCA) and the National Committee for Quality Assurance's (NCQA) Bulk FHIR Quality Coalition. These initiatives aim to improve data interoperability and quality measure reporting across the healthcare ecosystem. This white paper explores how Trove Health’s Trident AI enhances the. value of the Bulk FHIR Quality Coalition by leveraging the TEFCA framework to streamline payer and provider collaboration, ensuring accurate, real-time quality measurement and improved patient outcomes.

Dataflow for quality measure reporting

The healthcare industry continues to evolve, driven by initiatives like the Trusted Exchange Framework and Common Agreement (TEFCA) and the National Committee for Quality Assurance's (NCQA) Bulk FHIR Quality Coalition. These initiatives aim to improve data interoperability and quality measure reporting across the healthcare ecosystem. This white paper explores how Trove Health’s Trident AI enhances the. value of the Bulk FHIR Quality Coalition by leveraging the TEFCA framework to streamline payer and provider collaboration, ensuring accurate, real-time quality measurement and improved patient outcomes.

Bulk FHIR Quality Coalition And The Value Of Trove Health's Trident AI Within The TEFCA Framework

The healthcare industry continues to evolve, driven by initiatives like the Trusted Exchange Framework and Common Agreement (TEFCA) and the National Committee for Quality Assurance's (NCQA) Bulk FHIR Quality Coalition. These initiatives aim to improve data interoperability and quality measure reporting across the healthcare ecosystem. This white paper explores how Trove Health’s Trident AI enhances the. value of the Bulk FHIR Quality Coalition by leveraging the TEFCA framework to streamline payer and provider collaboration, ensuring accurate, real-time quality measurement and improved patient outcomes.

Frequently Asked Questions