What Health Elements AI does

Health Elements AI is a healthcare technology company that developed the Carbon Data Abstraction Platform, an LLM-based AI solution for automating clinical data abstraction from medical records. The platform ingests unstructured clinical documentation—including physician notes, discharge summaries, imaging reports, and medication records—and extracts structured data elements required for quality reporting and clinical registry submissions. Validated at 96.3% accuracy, the technology handles complex abstraction questions and includes optional human-in-the-loop review with evidence surfacing for audit defensibility. The company holds certified direct submission capabilities for major cardiovascular registries including ACC/NCDR, STS, and AHA Get With The Guidelines.

The platform operates as a HIPAA-compliant, SOC 2 Type II aligned SaaS product supporting FHIR, OMOP, and CDISC data standards, with integrations to enterprise analytics platforms such as PowerBI, Snowflake, and Databricks. Its customer base consists of healthcare quality teams, clinical abstractors, and cardiovascular service lines within hospitals and health systems. The go-to-market motion is enterprise field sales, driven by a consultative, demo-led process targeting large healthcare organizations seeking to reduce manual chart review burden. Pilot results indicate 80-90% time savings and 50%+ cost reduction in data abstraction workflows.

Founded in 2023 and headquartered in Bend, Oregon, Health Elements AI operated as a private company with 1-10 employees until its acquisition by Medisolv, Inc. on April 30, 2026. Medisolv, a national leader in healthcare quality data management serving 1,800+ healthcare organizations and managing over 140 million patient records, integrated Health Elements' AI technology to expand its capabilities in automated data abstraction and registry reporting. No external venture funding rounds were disclosed in available materials.

Name

Health Elements AI

Legal name

Health Elements AI, Inc.

Website

https://www.healthelements.ai/

Company type

Private

Founded year

2023

Operating status

Acquired

Headcount range

1–10 employees

Short description

Health Elements AI developed the Carbon Data Abstraction Platform, an LLM-based AI solution that automates clinical data extraction from medical records for healthcare quality reporting and registry submissions, serving hospital quality teams and cardiovascular service lines before its April 2026 acquisition by Medisolv.

Ownership category

akta.pro rank

Product category

Healthcare Clinical Data Abstraction Software

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Clinical Coding Support (ICD/CPT/SNOMED) & Documentation Compliance Tools (HLACAAAO)

akta.pro secondary industry

Electronic Data Capture (EDC) Platforms (HLACAOAA)

Keywords

• Clinical data abstraction
• Healthcare quality reporting
• Clinical registry submission
• AI medical records
• Healthcare data analytics

Headquarters

HQ city

Bend

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. AI SaaS Platform Subscription: Health Elements AI provides an enterprise-grade LLM-powered software platform for clinical data abstraction. Based on the website structure with contact/demo requests and the B2B nature of the product, revenue is generated through subscription-based SaaS licensing to healthcare organizations.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Health Elements AI provides the Carbon Data Abstraction Platform, an LLM-based SaaS solution that automates clinical data abstraction for healthcare quality reporting and clinical registries. The platform ingests medical charts from EMRs, data warehouses, and flat files, extracts structured data elements with validated 96.3% accuracy using AI, supports optional human review, and transmits data directly to certified registries such as ACC/NCDR, STS, and AHA Get With The Guidelines.

Product overview

Health Elements AI offers a single unified platform — the Carbon Data Abstraction Platform — that provides end-to-end AI-powered clinical data abstraction for healthcare quality reporting and clinical registries. The platform combines LLM-based AI with human-in-the-loop review, ingesting clinical data from existing workflows and automating the extraction of structured data for submission to registries. Key capabilities span data ingestion from multiple sources, AI-based abstraction with 96.3% validated accuracy, optional human review, direct certified registry submission, real-time analytics, and support for FHIR/OMOP/CDISC data formats. The company was acquired by Medisolv in April 2026 and operates as part of Medisolv's portfolio.

Differentiator

Problem solved

Functional benefit

Brands

• Carbon Data Abstraction Platform: An end-to-end, LLM-powered software platform that streamlines clinical registry workflows including casefinding, abstraction, data validation, and direct submission.

Products and services

• Carbon Data Abstraction Platform An LLM-based SaaS platform that ingests medical charts from EMR systems, data warehouses, and flat files; automatically abstracts clinical data elements with 96.3% validated accuracy after a brief tuning period; supports optional human-in-the-loop review with evidence and explanation surfacing; validates data; and transmits it directly to certified clinical registries (ACC/NCDR, STS, AHA Get With The Guidelines) in FHIR, OMOP, and CDISC formats. Includes casefinding, data validation, direct submission, and follow-up management, with built-in reporting tools and integration to enterprise analytics platforms. Targeted at quality teams, clinical abstractors, and cardiovascular service lines within health systems.

Quantifiable outcome

• 96.3% validated accuracy for clinical data abstraction
• +4 more outcomes

Named customers1 record

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature6 records

Partnerships

One partnership is on record.

• MedisolvcoreStrategic or Co-development Partner · 30 April 2026Health Elements AI was acquired by Medisolv, a national leader in healthcare quality data management. The acquisition integrates Health Elements AI's LLM-based data abstraction technology into Medisolv's platform, expanding capabilities in data abstraction, analytics, and registry reporting. Medisolv manages over 140 million patient records for 1,800+ healthcare organizations. This follows Medisolv's prior acquisition of Lilac Software as part of a broader strategy to modernize clinical data capture.

Scale indicators6 records

Recent moves4 records

Expansion highlights4 records

Direct peers

• SyTrue: SyTrue uses NLP to extract structured clinical data from unstructured notes for quality, risk adjustment, and registry use cases, mirroring Health Elements' core abstraction-then-submit workflow.
• Clinithink: Clinithink applies clinical NLP to unstructured EHR data to surface coded insights, directly comparable to Health Elements AI's LLM-based abstraction of medical records into structured registry fields.

Broad incumbents

• Optum (UnitedHealth Group): Optum's risk-adjustment, quality, and analytics portfolio ingests clinical documentation at massive scale and is a deep-pocketed incumbent in AI-driven clinical data abstraction.
• Epic Systems: Epic's EHR is the dominant source system feeding clinical registries and increasingly offers native quality reporting, making it both a primary integration partner and competitive threat for any abstraction vendor.
• Medisolv: Medisolv is now Health Elements AI's parent company and operates a broader healthcare quality data management platform serving 1,800+ organizations, providing the customer base into which Carbon is integrated.
• Health Catalyst: Health Catalyst offers a healthcare data and analytics platform that includes quality and registry reporting modules, overlapping with the workflows Health Elements AI targets within Medisolv's customer base.
• Datavant: Datavant focuses on health data exchange and linkage across clinical records, an adjacent capability relevant to Health Elements' FHIR/OMOP/CDISC interoperability and registry submission flows.
• Arcadia: Arcadia provides a healthcare data platform with quality measurement and population health analytics, comparable to Health Elements' downstream enterprise analytics integrations (PowerBI, Snowflake, Databricks).
• 3M Health Information Systems (MModal): 3M/MModal provides clinical documentation, coding, and NLP at enterprise scale across health systems, representing the broad incumbent Health Elements competes against for clinical abstraction workloads.

Emerging players

• TriNetX: TriNetX operates a real-world data and clinical research platform built on EHR abstraction, overlapping with Health Elements' structured data outputs and registry/research use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/health-elements-ai

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Health Elements AI