If you’re building in care, we can provide the code

We’ve been there. We’ve hit that brick wall trying to make healthcare better for providers, payers, and patients. Our AI-native developer solutions are all about breaking down those barriers.

Start building

Accelerate your innovation

Providers

Build apps that maximize patient satisfaction and minimize back office busy work.

Biopharma

Improve clinical trial efficiency, gain deeper insights, and accelerate data analysis.

Healthtech

Rapidly build AI-powered features, provide personalized solutions, and maintain compliance.

Payers

Streamline claims processing, deliver more cost-effective care, and enhance health outcomes.

Extract medical codes and FHIR resources

Construe API

This API applies LLM powered RAG technology specifically designed for extracting key medical concepts from unstructured data with core medical terminologies.

Inputs: Almost any raw clinical text.

Data processing: Domain-trained language models to understand clinical context, disambiguate terms, and handle shorthand, typos, and varying documentation styles.

Outputs: Fully structured JSON or a hybrid output that preserves original text snippets alongside structured codes. All processing is HIPAA-compliant and performed on secure infrastructure.

Supported vocabularies: CPT, ICD-10-CM, ICD-10-PCS, SNOMED, LOINC, RxNorm, HPO, and custom.

Lang2FHIR API

This API is designed to take the messy, unstructured reality of healthcare language and turn it into clean, standards-compliant FHIR® resources you can use immediately in your systems.

Inputs: Almost any raw clinical text.

Data processing: Both general clinical language and specialty-specific vocabularies. It recognizes not only terms but also context — negations (“no history of diabetes”), temporality (“started 2 weeks ago”), and relationships between entities.

Outputs: Properly structured FHIR resources. The API returns a JSON bundle ready to store in your EHR, feed into analytics pipelines, or trigger alerts in clinical decision support systems. All processing is HIPAA-compliant and performed on secure infrastructure.

Try it out

Create AI workflows and agents

Workflows API

Getting from point A to point B in healthcare AI development is never a straight line. With Workflows, all you have to do is describe what you want to happen, and Workflows will fill in the blanks.

Try it out

Example prompts

  • “When my app loads, I want a secure patient message translated into FHIR resources and sent to Medplum.”
  • “When a new observation of the following type is created, create a corresponding condition.”

Output: A detailed graph of the exact steps to take with detailed instructions on how to use Phenoml APIs to connect all the dots.

Agents API

Your AI-native healthcare assistant. A single API that coordinates multiple specialized models to handle complex clinical and operational requests.

Try it out

Inputs: Send any healthcare-related question or task prompt — from “summarize this patient’s chart” to “draft a prior authorization letter” — to the Agent API.

Data processing: Automatically routes the request through the right combination of domain-specific AI tools, including Lang2FHIR, Construe, and custom reasoning modules. It pulls in relevant patient data, clinical guidelines, and terminology standards to ensure the response is accurate, compliant, and medically grounded.

Outputs: Returns a ready-to-use result — whether that’s structured data, a written document, or a decision-support recommendation — optimized for direct use in workflows or EHRs.

Connect with EHRs

With just a couple lines of code, you can let our APIs handle the complexity of integrating with the fragmented ecosystem of EHRs.

Current support: EPIC, Cerner, Athena, Elation, Canvas, Medplum, Google Healthcare, and HAPI. Supports both proxying requests and AI-native interface for tool calling.

Coming soon: Salesforce Health Cloud, Practice Fusion.

Try it out

Ready to build something phenomenal?

Ready to build something phenomenal?

Whether you’re prototyping or scaling, Phenoml’s fully configurable, healthcare-ready AI lets you integrate easily, automate confidently, and deploy quickly.

Medical codes

AI workflows

AI agents

FHIR research

FHIR resources

Cohort analysis

Get started

Frequently Asked Questions

What is Phenoml and what does it do?

+

How does Phenoml integrate with FHIR and EHR systems?

+

Is Phenoml HIPAA-compliant and secure?

+

What makes Phenoml different from general-purpose AI tools?

+

If you’re building in care, we can provide the code

We’ve been there. We’ve hit that brick wall trying to make healthcare better for providers, payers, and patients. Our AI-native developer solutions are all about breaking down those barriers.

Start building

Accelerate your innovation

Providers

Build apps that maximize patient satisfaction and minimize back office busy work.

Biopharma

Improve clinical trial efficiency, gain deeper insights, and accelerate data analysis.

Healthtech

Rapidly build AI-powered features, provide personalized solutions, and maintain compliance.

Payers

Streamline claims processing, deliver more cost-effective care, and enhance health outcomes.

Extract medical codes and FHIR resources

Construe API

This API applies LLM powered RAG technology specifically designed for extracting key medical concepts from unstructured data with core medical terminologies.

Inputs: Almost any raw clinical text.

Data processing: Domain-trained language models to understand clinical context, disambiguate terms, and handle shorthand, typos, and varying documentation styles.

Outputs: Fully structured JSON or a hybrid output that preserves original text snippets alongside structured codes. All processing is HIPAA-compliant and performed on secure infrastructure.

Supported vocabularies: CPT, ICD-10-CM, ICD-10-PCS, SNOMED, LOINC, RxNorm, HPO, and custom.

Lang2FHIR API

This API is designed to take the messy, unstructured reality of healthcare language and turn it into clean, standards-compliant FHIR® resources you can use immediately in your systems.

Inputs: Almost any raw clinical text.

Data processing: Both general clinical language and specialty-specific vocabularies. It recognizes not only terms but also context — negations (“no history of diabetes”), temporality (“started 2 weeks ago”), and relationships between entities.

Outputs: Properly structured FHIR resources. The API returns a JSON bundle ready to store in your EHR, feed into analytics pipelines, or trigger alerts in clinical decision support systems. All processing is HIPAA-compliant and performed on secure infrastructure.

Try it out

Create AI workflows and agents

Example prompts

  • “When my app loads, I want a secure patient message translated into FHIR resources and sent to Medplum.”
  • “When a new observation of the following type is created, create a corresponding condition.”

Output: A detailed graph of the exact steps to take with detailed instructions on how to use Phenoml APIs to connect all the dots.

Workflows API

Getting from point A to point B in healthcare AI development is never a straight line. With Workflows, all you have to do is describe what you want to happen, and Workflows will fill in the blanks.

Try it out

Agents API

Your AI-native healthcare assistant. A single API that coordinates multiple specialized models to handle complex clinical and operational requests.

Try it out

Inputs: Send any healthcare-related question or task prompt — from “summarize this patient’s chart” to “draft a prior authorization letter” — to the Agent API.

Data processing: Automatically routes the request through the right combination of domain-specific AI tools, including Lang2FHIR, Construe, and custom reasoning modules. It pulls in relevant patient data, clinical guidelines, and terminology standards to ensure the response is accurate, compliant, and medically grounded.

Outputs: Returns a ready-to-use result — whether that’s structured data, a written document, or a decision-support recommendation — optimized for direct use in workflows or EHRs.

Connect with EHRs

With just a couple lines of code, you can let our APIs handle the complexity of integrating with the fragmented ecosystem of EHRs.

Current support: EPIC, Cerner, Athena, Elation, Canvas, Medplum, Google Healthcare, and HAPI. Supports both proxying requests and AI-native interface for tool calling.

Coming soon: Salesforce Health Cloud, Practice Fusion.

Try it out

Ready to build something phenomenal?

Ready to build something phenomenal?

Whether you’re prototyping or scaling, Phenoml’s fully configurable, healthcare-ready AI lets you integrate easily, automate confidently, and deploy quickly.

Medical codes

AI workflows

AI agents

FHIR research

FHIR resources

Cohort analysis

Get started

Frequently Asked Questions

What is Phenoml and what does it do?

+

How does Phenoml integrate with FHIR and EHR systems?

+

Is Phenoml HIPAA-compliant and secure?

+

What makes Phenoml different from general-purpose AI tools?

+

If you’re building in care, we can provide the code

We’ve been there. We’ve hit that brick wall trying to make healthcare better for providers, payers, and patients. Our AI-native developer solutions are all about breaking down those barriers.

Start building

Accelerate your innovation

Providers

Build apps that maximize patient satisfaction and minimize back office busy work.

Biopharma

Improve clinical trial efficiency, gain deeper insights, and accelerate data analysis.

Healthtech

Rapidly build AI-powered features, provide personalized solutions, and maintain compliance.

Payers

Streamline claims processing, deliver more cost-effective care, and enhance health outcomes.

Extract medical codes and FHIR resources

Construe API

This API applies LLM powered RAG technology specifically designed for extracting key medical concepts from unstructured data with core medical terminologies.

Inputs: Almost any raw clinical text.

Data processing: Domain-trained language models to understand clinical context, disambiguate terms, and handle shorthand, typos, and varying documentation styles.

Outputs: Fully structured JSON or a hybrid output that preserves original text snippets alongside structured codes. All processing is HIPAA-compliant and performed on secure infrastructure.

Supported vocabularies: CPT, ICD-10-CM, ICD-10-PCS, SNOMED, LOINC, RxNorm, HPO, and custom.

Lang2FHIR API

This API is designed to take the messy, unstructured reality of healthcare language and turn it into clean, standards-compliant FHIR® resources you can use immediately in your systems.

Inputs: Almost any raw clinical text.

Data processing: Both general clinical language and specialty-specific vocabularies. It recognizes not only terms but also context — negations (“no history of diabetes”), temporality (“started 2 weeks ago”), and relationships between entities.

Outputs: Properly structured FHIR resources. The API returns a JSON bundle ready to store in your EHR, feed into analytics pipelines, or trigger alerts in clinical decision support systems. All processing is HIPAA-compliant and performed on secure infrastructure.

Try it out

Create AI workflows and agents

Workflows API

Getting from point A to point B in healthcare AI development is never a straight line. With Workflows, all you have to do is describe what you want to happen, and Workflows will fill in the blanks.

Try it out

Example prompts

  • “When my app loads, I want a secure patient message translated into FHIR resources and sent to Medplum.”
  • “When a new observation of the following type is created, create a corresponding condition.”

Output: A detailed graph of the exact steps to take with detailed instructions on how to use Phenoml APIs to connect all the dots.

Agents API

Your AI-native healthcare assistant. A single API that coordinates multiple specialized models to handle complex clinical and operational requests.

Try it out

Inputs: Send any healthcare-related question or task prompt — from “summarize this patient’s chart” to “draft a prior authorization letter” — to the Agent API.

Data processing: Automatically routes the request through the right combination of domain-specific AI tools, including Lang2FHIR, Construe, and custom reasoning modules. It pulls in relevant patient data, clinical guidelines, and terminology standards to ensure the response is accurate, compliant, and medically grounded.

Outputs: Returns a ready-to-use result — whether that’s structured data, a written document, or a decision-support recommendation — optimized for direct use in workflows or EHRs.

Connect with EHRs

With just a couple lines of code, you can let our APIs handle the complexity of integrating with the fragmented ecosystem of EHRs.

Current support: EPIC, Cerner, Athena, Elation, Canvas, Medplum, Google Healthcare, and HAPI. Supports both proxying requests and AI-native interface for tool calling.

Coming soon: Salesforce Health Cloud, Practice Fusion.

Try it out

Ready to build something phenomenal?

Ready to build something phenomenal?

Whether you’re prototyping or scaling, Phenoml’s fully configurable, healthcare-ready AI lets you integrate easily, automate confidently, and deploy quickly.

Medical codes

AI workflows

AI agents

FHIR research

FHIR resources

Cohort analysis

Get started

Frequently Asked Questions

What is Phenoml and what does it do?

+

How does Phenoml integrate with FHIR and EHR systems?

+

Is Phenoml HIPAA-compliant and secure?

+

What makes Phenoml different from general-purpose AI tools?

+