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.
Solutions
© 2025, All Rights Reserved
Solutions
© 2025, All Rights Reserved
Solutions
© 2025, All Rights Reserved
Solutions
© 2025, All Rights Reserved