The Future
The Future
The Future
of Clinical Data
of Clinical Data
of Clinical Data
Abstraction
Abstraction
Abstraction
We automate clinical data abstraction with cutting-edge LLM-based software that integrates into existing workflows
We automate clinical data abstraction with cutting-edge LLM-based software that integrates into existing workflows
We automate clinical data abstraction with cutting-edge LLM-based software that integrates into existing workflows
Structuring your clinical data just got a lot more
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with our LLM-based platform.
Consistent Accuracy
Our AI has been validated to be 96% accurate, even for complex questions
Consistent Accuracy
Our AI has been validated to be 96% accurate, even for complex questions
Consistent Accuracy
Our AI has been validated to be 96% accurate, even for complex questions
Consistent Accuracy
Our AI has been validated to be 96% accurate, even for complex questions
Save Time, Reduce Cost
Reduce your data abstraction costs by 50% or more while freeing up staff time
Save Time, Reduce Cost
Reduce your data abstraction costs by 50% or more while freeing up staff time
Save Time, Reduce Cost
Reduce your data abstraction costs by 50% or more while freeing up staff time
Save Time, Reduce Cost
Reduce your data abstraction costs by 50% or more while freeing up staff time
All of Your Data in One Location
Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.
All of Your Data in One Location
Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.
All of Your Data in One Location
Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.
All of Your Data in One Location
Access all of your registry data in one location. Make the most of your enterprise data warehouse investment.
The Carbon Data Abstraction Platform
We automate clinical data abstraction with cutting-edge AI that is fully integrated into existing workflows on our Carbon Data Abstraction Platform.
HPI
shortness of breath
dull, pressure-like sensation
located in the center chest.
Medications
lisinopril 5mg daily
simvastatin 10mg daily
metoprolol 100mg daily
Social + Family
10 cigarettes per day
no history of coronary
artery disease (CAD)
AI PLATFORM
Abstraction Form
Abstraction Form
Indications for Cath Lab Visit
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)
How It Works
We handle all your quality workflows in a single AI-driven platform
Data Ingestion
Data Ingestion
Data Ingestion
Import your clinical data
Import your clinical data
Import your clinical data
Our HIPAA-compliant platform can ingest medical charts in a number of different formats. It’s easy to get going and robust at scale.
Our HIPAA-compliant platform can ingest medical charts in a number of different formats. It’s easy to get going and robust at scale.
Our HIPAA-compliant platform can ingest medical charts in a number of different formats. It’s easy to get going and robust at scale.
EMR integration
EMR integration
EMR integration
EMR integration
Data warehouse integration
Data warehouse integration
Data warehouse integration
Data warehouse integration
Flat file transfer
Flat file transfer
Flat file transfer
Flat file transfer
Abstraction
Abstraction
Abstraction
Our AI-based platform abstracts the data
Our AI-based platform abstracts the data
Our AI-based platform abstracts the data
Our AI will automatically abstract the data after a quick tuning period where we adapt our models to your specific data structure.
Our AI will automatically abstract the data after a quick tuning period where we adapt our models to your specific data structure.
Our AI will automatically abstract the data after a quick tuning period where we adapt our models to your specific data structure.
Human Review (Optional)
Human Review (Optional)
Human Review (Optional)
Perform an optional human review
Perform an optional human review
Perform an optional human review
Humans may provide an optional review of our AI recommendations directly within our software, which also surfaces relevant evidence and explanation for the recommended answer. This helps to ensure consistent accuracy. Review may also be performed on a subset of responses to ensure QA.
Humans may provide an optional review of our AI recommendations directly within our software, which also surfaces relevant evidence and explanation for the recommended answer. This helps to ensure consistent accuracy. Review may also be performed on a subset of responses to ensure QA.
Humans may provide an optional review of our AI recommendations directly within our software, which also surfaces relevant evidence and explanation for the recommended answer. This helps to ensure consistent accuracy. Review may also be performed on a subset of responses to ensure QA.
Integrated Data Submission
Integrated Data Submission
Integrated Data Submission
Transmit your data directly in a single click
Transmit your data directly in a single click
Transmit your data directly in a single click
Once the abstraction process is complete, Health Elements is certified to submit data directly to clinical registries. Our software can also integrate with your system’s central analytics platform, helping you realize insights quicker.
Once the abstraction process is complete, Health Elements is certified to submit data directly to clinical registries. Our software can also integrate with your system’s central analytics platform, helping you realize insights quicker.
Once the abstraction process is complete, Health Elements is certified to submit data directly to clinical registries. Our software can also integrate with your system’s central analytics platform, helping you realize insights quicker.
Intelligent Data Operations
that Improve Outcomes
Continuous Improvement
Continuous Improvement
Continuous Improvement
Our AI models learn and improve over time
Our AI models learn and improve over time
Our AI models learn and improve over time
Feedback submitted by human data abstractors enables continuous improvement of the AI models.
Feedback submitted by human data abstractors enables continuous improvement of the AI models.
Feedback submitted by human data abstractors enables continuous improvement of the AI models.
Analyze Your Data
Analyze Your Data
Analyze Your Data
Analyze your data
Analyze your data
Analyze your data
The abstracted, structured data is made available for analytics through built-in reporting tools or via integration to your current data platform.
The abstracted, structured data is made available for analytics through built-in reporting tools or via integration to your current data platform.
The abstracted, structured data is made available for analytics through built-in reporting tools or via integration to your current data platform.
We saw 96% accuracy in our initial pilot. I’m expecting 80% to 90% time savings based on what I’ve seen so far, which will save our team hundreds of thousands of dollars per year.
We saw 96% accuracy in our initial pilot. I’m expecting 80% to 90% time savings based on what I’ve seen so far, which will save our team hundreds of thousands of dollars per year.
We saw 96% accuracy in our initial pilot. I’m expecting 80% to 90% time savings based on what I’ve seen so far, which will save our team hundreds of thousands of dollars per year.
Quality Director
Quality Director
Quality Director
Regional Health System
Regional Health System
Regional Health System
Frequently Asked Questions
Get answers of our most popular queries.
We’ve seen automation before, it doesn’t work for us. Why is this any different?
How long does it take to integrate?
What if our abstraction is outsourced?
How much effort will be needed of our clinical staff during implementation?
Is the data accurate? How is this ensured?
Will the AI get smarter? How much work will that take for our staff?
Can your platform integrate data back into our internal analytics cloud?
Can your platform detect patient eligibility for a registry/cohort, and generate a population list?
We’ve seen automation before, it doesn’t work for us. Why is this any different?
How long does it take to integrate?
What if our abstraction is outsourced?
How much effort will be needed of our clinical staff during implementation?
Is the data accurate? How is this ensured?
Will the AI get smarter? How much work will that take for our staff?
Can your platform integrate data back into our internal analytics cloud?
Can your platform detect patient eligibility for a registry/cohort, and generate a population list?
We’ve seen automation before, it doesn’t work for us. Why is this any different?
How long does it take to integrate?
What if our abstraction is outsourced?
How much effort will be needed of our clinical staff during implementation?
Is the data accurate? How is this ensured?
Will the AI get smarter? How much work will that take for our staff?
Can your platform integrate data back into our internal analytics cloud?
Can your platform detect patient eligibility for a registry/cohort, and generate a population list?
We’ve seen automation before, it doesn’t work for us. Why is this any different?
How long does it take to integrate?
What if our abstraction is outsourced?
How much effort will be needed of our clinical staff during implementation?
Is the data accurate? How is this ensured?
Will the AI get smarter? How much work will that take for our staff?
Can your platform integrate data back into our internal analytics cloud?
Can your platform detect patient eligibility for a registry/cohort, and generate a population list?
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.
Solutions
© 2025, All Rights Reserved
AI-first software powering the future of clinical data abstraction, quality reporting and more.
Solutions
© 2025, All Rights Reserved
AI-first software powering the future of clinical data abstraction, quality reporting and more.
Solutions
© 2025, All Rights Reserved
AI-first software powering the future of clinical data abstraction, quality reporting and more.
Solutions
© 2025, All Rights Reserved