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Applications
A suite of applications built on InterSystems IRIS data platform and optimized to address industry specific challenges.
A FHIR®-enabled care management software solution that allows the entire care team to create and share comprehensive care plans.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
A next-generation enterprise master person index – an automated, easily integrated solution for identity resolution.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
Enables health systems, independent providers, health plans, HIEs, governments and software developers to create a digital front door.
Collects, consolidates, and publishes information about healthcare providers' relationships to patients, health plans, and one another.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Low Code Platforms
A suite of low code platforms built on InterSystems IRIS and optimized to address industry-specific challenges.
An aggregated, normalized and deduplicated patient record created from patient data across multiple sources.
A high-availability, high-performance integration engine created specifically for healthcare.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Platforms & Components
Versatile foundation supporting a range of solutions, with built-in APIs for integration.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
Fully managed cloud-native SaaS offerings that provide customers the fastest time to value for InterSystems data management software.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
Healthcare
InterSystems HL7 FHIR-based technology and solutions power success for organizations across the entire healthcare ecosystem.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
A suite of solutions that work together to capture information, share it in a meaningful way, aid understanding, and drive transformative action.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-availability, high-performance integration engine created specifically for healthcare.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Financial Services
Enabling firms to transform at scale, so they can increase customer satisfaction, adopt generative AI, maintain compliance, grow revenue, and optimize efficiency.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
The fastest way for financial services firms to break down silos and transform disparate data into a single unified resource of actionable information.
Launch new funds, accelerate AI initiatives, automate reporting with a self-service solution tailor-made for asset management firms.
Supply Chain
Empowering organizations with real-time supply chain visibility and the ability to make optimized, real-time, AI-driven decisions.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
A data gateway that speeds and simplifies data access for supply chain applications and practitioners.
Knowledge Hub
Developer Websites
New to InterSystems? Start here, this is your gateway to developer sites, tutorials and more.
Connect, grow, share. The developer community is full of resources, news, and events and a community of people to connect with.
Everything you need to know about our products and more.
Develop. Learn. Share. Network. All with InterSystems Global Masters program where you can join an engaged community of developers.
Experience first hand the community’s dedication to the evolution of our technology with applications.
Education
Get to know InterSystems products and technologies your way, with self-paced online materials and classroom courses.
Online learning presents self-paced materials to help you build and support your organization's most critical applications.
In-person courses maximize learning in a distraction-free environment with face-to-face engagement.
InterSystems proudly supports the free use of InterSystems products for university and college coursework.
View the full list of course offerings and our current course schedule.
Certification
Offers industry-standard exams, flexible testing options, certification badges, and career advancement opportunities demonstrating expertise in InterSystems technologies.
InterSystems Learning Services offers industry-standard certification exams that allow you to prove your mastery of our technology.
Digital credentials that represent the varying levels of achievement you can earn with InterSystems.
Everything you need to know about preparing for, scheduling, and taking InterSystems Exams.
Retake Policies & Support, Beta Exams and more.
Answers to common questions regarding exams, including exam preparation, practice exams, retaking exams, and certifications.
InterSystems Blogs
Explore InterSystems blogs featuring expert insights, industry trends, technology innovations, data management strategies, and thought leadership.
Healthcare industry experts talk about pressing challenges, issues, and trends at the intersection of healthcare and technology.
Addressing various business, data, and technology-related issues for the line of business.
Partners
Partner Programs
Our partners ensure that organizations around the globe are already ready for tomorrow’s opportunities.
Bring together people, processes and technology to deliver solutions that solve complex customer challenges.
Combine your expertise with our proven data, analytics and interoperability capabilities to deliver optimal solutions.
Specialists whose services and guidance ensure consistent, effective delivery of InterSystems technology.
Provide complementary tools and platforms that strengthen and expand our technologies' capabilities.
InterSystems powers data-driven digital startups across healthcare, financial services, and supply chain.
Cloud Partners
InterSystems works with the world's leading cloud providers to give customers the freedom to deploy our technology where it delivers the most value.
The speed, scale, and capabilities of InterSystems and AWS can streamline operations, improve access to data and power breakthrough applications.
InterSystems IRIS and InterSystems IRIS for Health Data Platforms are Preferred Solutions on Azure Marketplace.
InterSystems and Google Cloud empower you to quickly build new apps or modernize existing ones to increase agility and reap the benefits of the multicloud.
InterSystems works with the world’s leading cloud providers - including Amazon Web Services (AWS), Microsoft Azure, Google Cloud, TenCent and Alibaba
Company
About Us
Our technologies provide the connective tissue that transforms disparate data into a single, complete view, enabling better outcomes.
News
News and resources for media including press releases, media kits, tools and more.
The latest news and coverage from our corporate headquarters in Boston, MA.
Core information about InterSystems, our background, our products and technologies, and more.
Please contact Corporate Affairs & Communications regarding media inquiries.
Events
Check out conferences and events we're hosting and attending, and view on-demand content for anything you missed.
Browse our upcoming conference and event schedule to see where we'll be and what we'll be covering.
View our library of on-demand content, including keynote speeches from InterSystems READY, webinars and live event footage.
Watch keynote presentations from InterSystems READY 2026.
Support
Product Support
We provide expert technical assistance to customers 24 hours a day, every day, with support advisors in 15 countries.
Read about support alerts, critical issues, fixes, and product releases.
Access current and previous versions and related notes for InterSystems products.
Contact the WRC for Immediate Help
Documentation
Detailed technical information for InterSystems products, technologies, solutions, and more.
Products
By Type
By Industry
Applications
A suite of applications built on InterSystems IRIS data platform and optimized to address industry specific challenges.
A FHIR®-enabled care management software solution that allows the entire care team to create and share comprehensive care plans.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
A next-generation enterprise master person index – an automated, easily integrated solution for identity resolution.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
Enables health systems, independent providers, health plans, HIEs, governments and software developers to create a digital front door.
Collects, consolidates, and publishes information about healthcare providers' relationships to patients, health plans, and one another.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Low Code Platforms
A suite of low code platforms built on InterSystems IRIS and optimized to address industry-specific challenges.
An aggregated, normalized and deduplicated patient record created from patient data across multiple sources.
A high-availability, high-performance integration engine created specifically for healthcare.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Platforms & Components
Versatile foundation supporting a range of solutions, with built-in APIs for integration.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
Fully managed cloud-native SaaS offerings that provide customers the fastest time to value for InterSystems data management software.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
Healthcare
InterSystems HL7 FHIR-based technology and solutions power success for organizations across the entire healthcare ecosystem.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
A suite of solutions that work together to capture information, share it in a meaningful way, aid understanding, and drive transformative action.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-availability, high-performance integration engine created specifically for healthcare.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Financial Services
Enabling firms to transform at scale, so they can increase customer satisfaction, adopt generative AI, maintain compliance, grow revenue, and optimize efficiency.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
The fastest way for financial services firms to break down silos and transform disparate data into a single unified resource of actionable information.
Launch new funds, accelerate AI initiatives, automate reporting with a self-service solution tailor-made for asset management firms.
Supply Chain
Empowering organizations with real-time supply chain visibility and the ability to make optimized, real-time, AI-driven decisions.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
A data gateway that speeds and simplifies data access for supply chain applications and practitioners.
Knowledge Hub
Developer Websites
New to InterSystems? Start here, this is your gateway to developer sites, tutorials and more.
Connect, grow, share. The developer community is full of resources, news, and events and a community of people to connect with.
Everything you need to know about our products and more.
Develop. Learn. Share. Network. All with InterSystems Global Masters program where you can join an engaged community of developers.
Experience first hand the community’s dedication to the evolution of our technology with applications.
Education
Get to know InterSystems products and technologies your way, with self-paced online materials and classroom courses.
Online learning presents self-paced materials to help you build and support your organization's most critical applications.
In-person courses maximize learning in a distraction-free environment with face-to-face engagement.
InterSystems proudly supports the free use of InterSystems products for university and college coursework.
View the full list of course offerings and our current course schedule.
Certification
Offers industry-standard exams, flexible testing options, certification badges, and career advancement opportunities demonstrating expertise in InterSystems technologies.
InterSystems Learning Services offers industry-standard certification exams that allow you to prove your mastery of our technology.
Digital credentials that represent the varying levels of achievement you can earn with InterSystems.
Everything you need to know about preparing for, scheduling, and taking InterSystems Exams.
Retake Policies & Support, Beta Exams and more.
Answers to common questions regarding exams, including exam preparation, practice exams, retaking exams, and certifications.
InterSystems Blogs
Explore InterSystems blogs featuring expert insights, industry trends, technology innovations, data management strategies, and thought leadership.
Healthcare industry experts talk about pressing challenges, issues, and trends at the intersection of healthcare and technology.
Addressing various business, data, and technology-related issues for the line of business.
Partners
Partner Programs
Our partners ensure that organizations around the globe are already ready for tomorrow’s opportunities.
Bring together people, processes and technology to deliver solutions that solve complex customer challenges.
Combine your expertise with our proven data, analytics and interoperability capabilities to deliver optimal solutions.
Specialists whose services and guidance ensure consistent, effective delivery of InterSystems technology.
Provide complementary tools and platforms that strengthen and expand our technologies' capabilities.
InterSystems powers data-driven digital startups across healthcare, financial services, and supply chain.
Cloud Partners
InterSystems works with the world's leading cloud providers to give customers the freedom to deploy our technology where it delivers the most value.
The speed, scale, and capabilities of InterSystems and AWS can streamline operations, improve access to data and power breakthrough applications.
InterSystems IRIS and InterSystems IRIS for Health Data Platforms are Preferred Solutions on Azure Marketplace.
InterSystems and Google Cloud empower you to quickly build new apps or modernize existing ones to increase agility and reap the benefits of the multicloud.
InterSystems works with the world’s leading cloud providers - including Amazon Web Services (AWS), Microsoft Azure, Google Cloud, TenCent and Alibaba
Company
About Us
Our technologies provide the connective tissue that transforms disparate data into a single, complete view, enabling better outcomes.
News
News and resources for media including press releases, media kits, tools and more.
The latest news and coverage from our corporate headquarters in Boston, MA.
Core information about InterSystems, our background, our products and technologies, and more.
Please contact Corporate Affairs & Communications regarding media inquiries.
Events
Check out conferences and events we're hosting and attending, and view on-demand content for anything you missed.
Browse our upcoming conference and event schedule to see where we'll be and what we'll be covering.
View our library of on-demand content, including keynote speeches from InterSystems READY, webinars and live event footage.
Watch keynote presentations from InterSystems READY 2026.
Support
Product Support
We provide expert technical assistance to customers 24 hours a day, every day, with support advisors in 15 countries.
Read about support alerts, critical issues, fixes, and product releases.
Access current and previous versions and related notes for InterSystems products.
Contact the WRC for Immediate Help
Documentation
Detailed technical information for InterSystems products, technologies, solutions, and more.
Search to learn about InterSystems products and solutions, career opportunities, and more.

Precisely Speaking – Part 1

scientists in a clinical laboratory analyzing a DNA sequence

Laboratory 2.0: From Personalized to Precision Medicine

The concept of Precision Medicine is evolving in ways that are having important ramifications for Clinical Laboratories and their evolution to value based services.

Coupled with the recent approvals by the FDA of Whole Slide Imaging for primary diagnosis and you have an incredible convergence of factors driving Precision Medicine from the laboratory.

“The crude oil of all of medicine is related to laboratory data generated on patients and their care episodes,” says Michael Becich, MD, PhD, chairman and distinguished university professor, Department of Biomedical Informatics, University of Pittsburgh School of Medicine. “The digital framework has always been clinical tests, the numbers. Genomics is mainstream and now digital imaging, too. Those three things, together with the clinical brainpower of a pathologist and an engine to look deeply at data and find trends, will create a mammoth force for precision medicine.”[i]

But to comprehend this important but subtle shift, we need to look at the evolution of the use of the terms Personalized, Precision and Genomics medicine to truly understand its definition today.

First came Personalized Medicine, a trend that was to reshape medicine by customizing healthcare decisions and practices based on a patient’s genetic information.

The industry has been discussing personalized medicine for quite a while, and the number of notable successes is quite low.  In many ways, this was to be expected.  Our excitement in decoding the human genome led us to believe we’d have all the answers once we just understood the genome.  Unfortunately, what we learned was what we already knew.  Understanding the intricacies of the genome and the myriad of potential interactions and environmental influences has placed us back into a 150-year-old debate on the impact of nature vs nurture.

And so, Personalized Medicine needed a makeover to eliminate some baggage and give the concept a fresh start.  Enter the use of “Precision Medicine” as a more explicit way to describe the shift taking place.

Use of the term Precision Medicine began gaining real traction after The National Research Council released a seminal report Toward Precision Medicine: Building a Knowledge Network for Biomedical Research and a New Taxonomy of Disease in November of 2011, which established “Precision Medicine” as the proper term of art.  The Committee’s charge was to explore the feasibility and need for “a New Taxonomy of human disease based on molecular biology” and, as an adjunct to that work, refined the use of “Precision Medicine” over the then currently used “Personalized Medicine.”

Here was the reasoning behind the change:

“As used in this report, “Precision medicine” refers to the tailoring of medical treatment to the individual characteristics of each patient. It does not literally mean the creation of drugs or medical devices that are unique to a patient, but rather the ability to classify individuals into subpopulations that differ in their susceptibility to a particular disease, in the biology and/or prognosis of those diseases they may develop, or in their response to a specific treatment. Preventive or therapeutic interventions can then be concentrated on those who will benefit, sparing expense and side effects for those who will not. Although the term “Personalized Medicine” is also used to convey this meaning, that term is sometimes misinterpreted as implying that unique treatments can be designed for each individual. For this reason, the Committee thinks that the term “Precision Medicine” is preferable to “Personalized Medicine.”

Very simply, “Precision Medicine” assumes the advances in medicine allow for more precise diagnosis and treatment of patients at the molecular level.  In this definition of “Precision Medicine,” the ultimate end point is the selection of a subset of patients with a common biological basis of disease, who are most likely to benefit from a drug or other treatment, such as a particular surgical procedure.  Like “Personalized Medicine,” the focus is very much on the biological aspects of the patient.

Even analyst companies began taking note of the change and became more precise in their definitions, moving away from Personalized Medicine as an effectively descriptive term. Gartner changed the name of its profile from Personalized Medicine to Genomics Medicine as the preferred term for this field. With the obvious emphasis on the biological aspect of the profile, Gartner’s definition describes Genomics Medicine as “a breakthrough model for medical science (and other fields) triggered by the mapping of the human genome. It includes many types, such as functional genomics, proteomics, epigenomics, nutrigenomics and pharmacogenomics.”

Now that Personalized Medicine is on the outs, and Precision Medicine is where it’s at, Precision Medicine has become the new buzzword, with every healthcare technology vendor using Precision Medicine on their websites and in their marketing materials.

But a funny thing happened on the buzzword journey of “Precision Medicine;” the definition shifted yet again, in subtle and positive ways.

In January 2015, as part of the Precision Medicine Initiative, the NIH was tasked to build a national, large-scale research enterprise with one million or more volunteers to extend “Precision Medicine” to all diseases.  The research program (All of Us) is a key element of the Precision Medicine Initiative, which defines Precision Medicine as “a revolutionary approach for disease prevention and treatment that takes into account individual differences in lifestyle, environment, and biology.”

People may still use Precision Medicine interchangeably with Personalized Medicine and Genomics Medicine, but the recent shifts have established Precision Medicine as a more encompassing term of art.  Precision Medicine incorporates both the Genomics Medicine and Personalized Medicine concepts and more, as it seeks to bridge genomic, molecular, cellular, lifestyle and traditional medical data.  The new understanding of Precision Medicine is that it moves beyond the purely biologic and genomic expectations to examine all data that can make medicine more precise.

That’s a big deal and an important step in our understanding of how we actually deliver Precision Medicine.  In my next post, I’ll talk about what this shift means for laboratory informatics and the needs of the laboratorian in the age of Precision Medicine.

 
[1] “Whole Slide Imaging for Primary Diagnosis: ‘Now It Is Happening’.” CAP TODAY. N.p., 18 May 2017. Web. 28 June 2017.

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