AI-Supported Abstraction for
Real World Data (RWD)

AI-Supported Abstraction for
Real World Data (RWD)

AI-Supported Abstraction for
Real World Data (RWD)

Clear insights require
clean data.

Clear insights 
require clean data.

Clear insights require
clean data.

Clear insights require
clean data.

Abstraction Form

Chest Pain Symptom Assessment

Typical Angina

Pre-Procedure Medications

Yes

Yes

Yes

Tobacco Use

Yes

Family HX of Premature CAD

No

Evidence

shortness of breath

dull, pressure-like sensation

located in the center chest.

lisinopril 5mg daily

simvastatin 10mg daily

metoprolol 100mg daily

10 cigarettes per day

no history of coronary

artery disease (CAD)

Abstraction Form

Chest Pain Symptom Assessment

Typical Angina

Pre-Procedure Medications

Yes

Yes

Tobacco Use

Yes

Family HX of Premature CAD

No

Evidence

shortness of breath

dull, pressure-like sensation

located in the center chest.

lisinopril 5mg daily

simvastatin 10mg daily

metoprolol 100mg daily

10 cigarettes per day

no history of coronary

artery disease (CAD)

Abstraction Form

Chest Pain Symptom Assessment

Typical Angina

Pre-Procedure Medications

Yes

Yes

Yes

Tobacco Use

Yes

Family HX of Premature CAD

No

Evidence

shortness of breath

dull, pressure-like sensation

located in the center chest.

lisinopril 5mg daily

simvastatin 10mg daily

metoprolol 100mg daily

10 cigarettes per day

no history of coronary

artery disease (CAD)

Abstraction Form

Chest Pain Symptom Assessment

Typical Angina

Pre-Procedure Medications

Yes

Yes

Yes

Tobacco Use

Yes

Family HX of Premature CAD

No

Evidence

shortness of breath

dull, pressure-like sensation

located in the center chest.

lisinopril 5mg daily

simvastatin 10mg daily

metoprolol 100mg daily

10 cigarettes per day

no history of coronary

artery disease (CAD)

Research-grade data at scale.
Delivered cost-effectively with AI.

Research-grade data
at scale.
Delivered cost-effectively with AI.

High-quality research depends on accurate, consistent data. Our LLM-based AI software enables teams to abstract data up to 100x faster while maintaining equal or higher levels of accuracy.

How it Works

Extract

Abstract structured and unstructured clinical data from notes, PDFs, and source documents using advanced AI.

Extract

Abstract structured and unstructured clinical data from notes, PDFs, and source documents using advanced AI.

Extract

Abstract structured and unstructured clinical data from notes, PDFs, and source documents using advanced AI.

Extract

Abstract structured and unstructured clinical data from notes, PDFs, and source documents using advanced AI.

Validate

Apply human-in-the-loop review (either your staff or ours) and provenance tracking to ensure accuracy, transparency, and audit readiness.

Validate

Apply human-in-the-loop review (either your staff or ours) and provenance tracking to ensure accuracy, transparency, and audit readiness.

Validate

Apply human-in-the-loop review (either your staff or ours) and provenance tracking to ensure accuracy, transparency, and audit readiness.

Validate

Apply human-in-the-loop review (either your staff or ours) and provenance tracking to ensure accuracy, transparency, and audit readiness.

Deliver

Export clean, standardized datasets mapped to industry standards and ready for downstream use.

Deliver

Export clean, standardized datasets mapped to industry standards and ready for downstream use.

Deliver

Export clean, standardized datasets mapped to industry standards and ready for downstream use.

Deliver

Export clean, standardized datasets mapped to industry standards and ready for downstream use.

A unified platform for

clinical data, trust, and scale.

LLM-based Data Extraction

LLM-based Data Extraction

LLM-based Data Extraction

Extract the right data, accurately

Extract the right data, accurately

Extract the right data, accurately

Advanced AI abstracts and validates clinical data points from diverse medical records with higher accuracy and consistency than traditional NLP-based approaches.

Advanced AI abstracts and validates clinical data points from diverse medical records with higher accuracy and consistency than traditional NLP-based approaches.

Advanced AI abstracts and validates clinical data points from diverse medical records with higher accuracy and consistency than traditional NLP-based approaches.

Human-in-the-Loop Validation & Traceability

Human-in-the-Loop Validation & Traceability

Real-time Reporting,
Analytics and Engagement

Built for confidence and compliance

Built for confidence and compliance

Built for confidence and compliance

Optional clinical review and built-in provenance tracking support transparency, regulatory defensibility, and audit expectations.

Optional clinical review and built-in provenance tracking support transparency, regulatory defensibility, and audit expectations.

Optional clinical review and built-in provenance tracking support transparency, regulatory defensibility, and audit expectations.

Interoperability & Data Export

Interoperability & Data Export

Interoperability & Data Export

Designed to fit your workflows

Designed to fit your workflows

Designed to fit your workflows

Medical records can be ingested using a variety of sources (FHIR, data warehouses, secure file transfers). Output data can be downloaded as .csv files or retrieved via our API or FHIR.

Medical records can be ingested using a variety of sources (FHIR, data warehouses, secure file transfers). Output data can be downloaded as .csv files or retrieved via our API or FHIR.

Medical records can be ingested using a variety of sources (FHIR, data warehouses, secure file transfers). Output data can be downloaded as .csv files or retrieved via our API or FHIR.

Secure, Compliant Infrastructure

Secure, Compliant Infrastructure

Secure, Compliant Infrastructure

Protect sensitive data at scale

Protect sensitive data at scale

Protect sensitive data at scale

Our infrastructure is HIPAA-compliant. We can support cloud-based or private cloud deployment models.

Our infrastructure is HIPAA-compliant. We can support cloud-based or private cloud deployment models.

Our infrastructure is HIPAA-compliant. We can support cloud-based or private cloud deployment models.

Save time and money. Enable your team to spend more time on projects that improve quality.

One Location for Registry Data

Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.

One Location for Registry Data

Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.

One Location for Registry Data

Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.

One Location for Registry Data

Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.

Get Actionable Insights

Utilize custom datasets to generate new insights for clinical research, quality improvement, HEOR studies, and more.

Get Actionable Insights

Utilize custom datasets to generate new insights for clinical research, quality improvement, HEOR studies, and more.

Get Actionable Insights

Utilize custom datasets to generate new insights for clinical research, quality improvement, HEOR studies, and more.

Get Actionable Insights

Utilize custom datasets to generate new insights for clinical research, quality improvement, HEOR studies, and more.

Save Money

Reduce your cost per chart by at least 50%.

Save Money

Reduce your cost per chart by at least 50%.

Save Money

Reduce your cost per chart by at least 50%.

Save Money

Reduce your cost per chart by at least 50%.

Get started with Health Elements

We have flexible options that work for almost any health system. Contact us to learn more.

Get started with Health Elements

We have flexible options that work for almost any health system. Contact us to learn more.

Get started with Health Elements

We have flexible options that work for almost any health system. Contact us to learn more.

Get started with Health Elements

We have flexible options that work for almost any health system. Contact us to learn more.

AI-first software powering the future of clinical data abstraction, quality reporting and more.

© 2025, All Rights Reserved

AI-first software powering the future of clinical data abstraction, quality reporting and more.

© 2025, All Rights Reserved

AI-first software powering the future of clinical data abstraction, quality reporting and more.

© 2025, All Rights Reserved

AI-first software powering the future of clinical data abstraction, quality reporting and more.

© 2025, All Rights Reserved