#InterSystems IRIS for Health

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InterSystems IRIS for Health™ is the world’s first and only data platform engineered specifically for the rapid development of healthcare applications to manage the world’s most critical data. It includes powerful out-of-the-box features: transaction processing and analytics, an extensible healthcare data model, FHIR-based solution development, support for healthcare interoperability standards, and more. All enabling developers to realize value and build breakthrough applications, fast. Learn more.

Article Luis Angel Pérez Ramos · Mar 11, 2025 53m read

Since the introduction of Embedded Python there has always been doubt about its performance compared to ObjectScript and on more than one occasion I have discussed this with @Guillaume Rongier , well, taking advantage of the fact that I was making a small application to capture data from public competitions in Spain and to be able to perform searches using the capabilities of VectorSearch I saw the opportunity to carry out a small test.

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InterSystems Official Aya Heshmat · Nov 25, 2025

The Interoperability user interface project has continued from 2025.1 and has incorporated many of the items that you – our customers and partners – have suggested and observed.  We are continuing to invest in feedback and updating this important user experience.   In the latest release, 2025.3 for IRIS, IRIS for Health, Health Connect and Health Connect Cloud, the DTL Editor and Production Configuration applications that are available for opt-in. 
NOTE:

  • You can switch between the modernized and standard experiences. 
  • All other Interoperability screens remain in the Standard user interface.
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Announcement Anastasia Dyubaylo · Nov 25, 2025

Hello Community,

Great news for developers who have just started working with InterSystems IRIS! We have hands‑on interactive tutorials available via the Instruqt platform! These are perfect for getting up to speed quickly, playing in real environments, and building confidence with IRIS‑based development.

Here is the list of available tutorials:

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Question Scott Roth · Nov 25, 2025

I am trying to add validation to a RecordMap, because the source of the data sent file sent us bad data within the file. So, I am using PATTERN to verify certain fields start with Numeric, and Alpha where applicable. When the EnsLib.RecordMap.Service.FTPService runs into an issue it doesn't seem like it continues onto the next record if the record does not meet the validation requirements. 

How can I tell EnsLib.RecordMap.Service.FTPService to log the error and continue onto the next record, so those records that fail are not processed?

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Question Scott Roth · Nov 21, 2025

I am trying to add some validation to an existing Record Map, because recently we had some wrong data get consumed into the System and is causing all kinds of havoc.

Using the AI on the Developer community it suggested that I use PATTERN within the Datatype Parameters to force some validation on some fields. I have never used PATTERN before...

When I go to generate the updated Record Map, I am getting the following...

By the screenshots is my logic not correct?

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Question Michael Wood · Nov 24, 2025

I copied a Business Process router and did a Save As on its routing rule. I added the new routing rule to my new Business Process router.  However, when I click the green circle next to my new Business Process router it shows the old Business Process router connection.  Anyone know the cause and fix for this?  I found a old post that said to add a Route Alias. But that did not work. 

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InterSystems Official Daniel Palevski · Nov 19, 2025

The 2025.3 release of InterSystems IRIS® data platform, InterSystems IRIS® for Health, and HealthShare® Health Connect is now Generally Available (GA). This is a Continuous Delivery (CD) release.

Release Highlights:

  • Secure Wallet: A new encrypted framework for managing sensitive data, built on the IRISSECURITY database, improving system security and access control.
  • Expanded Observability & Cloud Integrations: Enhanced OpenTelemetry metrics, including new process and ECP metrics, plus journal archiving now supports Azure Blob Storage for cost-efficient retention.
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Article Ashok Kumar T · Jun 30, 2025 23m read

Overview

Fast Healthcare Interoperability Resources (FHIR) is a standardized framework developed by HL7 International to facilitate the exchange of healthcare data in a flexible, developer-friendly, and modern way. It leverages contemporary web technologies to ensure seamless integration and communication across healthcare systems.

Key FHIR Technologies

  • RESTful APIs for resource interaction
  • JSON and XML for data representation
  • OAuth2 for secure authorization and authentication
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Article John Murray · Oct 6, 2025 1m read

gj :: configExplorer is a new VS Code extension integrating with Server Manager and leveraging Structurizr to produce configuration diagrams of your servers.

Here's a short introductory video.

By using the InterSystems IRIS Native API for Node.js it avoids the need for any support code to be installed on the servers. This technology choice also qualifies it for entry into the current Developer Community contest.

The initial release focuses on two aspects of server configuration:

  • Namespaces and databases
  • ECP connectivity

Suggestions for what to add next are welcome, as is general feedback.

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Question Phillip Wu · Nov 23, 2025

Hi,

I want to get the status of a Production (Running, Stopped), Queue length, Time the Production started

I did this:

>zn "test"
>set status=##class(Ens.Director).GetProductionSummary(.pinfo)
>write status
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>zwrite pinfo
pinfo("PKG.FoundationProduction")=$lb("Stopped","","",0)
pinfo("Report.Print.EnsemblePrintService")=$lb("Stopped","2021-02-09 23:15:57.538","2021-02-09 23:16:15.264",0)
pinfo("TC.hmf.Production")=$lb("Stopped","","",0)
pinfo("TC.hmf.System.Production")=$lb("Running","2025-10-30 10:18:24.

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Article Robert Cemper · Nov 23, 2025 1m read

A previous attempt was assisted by an external Python method.
This is all classic CSP written with ISOS, JavaScript, HTML
Besides the graphic, you also get concrete numbers freshly collected from your local
instance or from remote instances that also installed the package. 

The final result

The processing steps 

  • A CSP page is called by its URL
  • In method OnPreHTTP
    • The System Query fills the temp table from %SYS
    • If the correct URL parameter is provided 
    • ?
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Article Fan Ji · Nov 20, 2025 3m read

In today’s healthcare data landscape, FHIR has become the standard for structured clinical data exchange. However, while FHIR excels at interoperability, its JSON format makes analytics challenging—including FHIR QuestionnaireResponse.

This project demonstrates how to transform FHIR QuestionnaireResponse data from nested JSON into relational SQL tables and vector embeddings. By integrating the InterSystems IRIS FHIR SQL Builder and Vector Search, we unlock the semantic meaning behind patient answers.



Three Steps to Build It

1.

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Article Padmaja Konduru · Nov 21, 2025 1m read

Terminal Commands for Production:

  • Production Start, Stop, Update, Recover and Clean Production

Do ##class(Ens.Director).StartProduction(“ProductionName”)

Do ##class(Ens.Director).StopProduction()

Do ##class(Ens.Director).UpdateProduction()

Do ##class(Ens.Director).RecoverProduction()

Do ##class(Ens.Director).CleanProduction()

Abort Messages in the queue:

               d ##class(Ens.Queue).AbortQueue(“Component Name”)

Get InstanceName :

              W !,##class(%SYS.System).GetUniqueInstanceName()

Get Node Name:

              W  !,##class(%SYS.System).GetNodeName()

Terminate JobId :

   d $SYSTEM.

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Article Vachan C Rannore · Nov 21, 2025 3m read

Hola amigo! 😊 Cómo estás hoy,

I would like to share a small part of my learnings from my first ever official project: POS/EDC machine integration with our billing system. This was an exciting challenge where I got hands-on experience working with APIs and vendors. 

How does a Payment Machine actually work?

It's simple, start by initiating/creating a transaction, then retrieve its payment status.

Here, initiate/create refers to POST method and Retrieve refers to GET.

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Article sween · Nov 20, 2025 5m read

Vibe the Module, Not the Data


While working with the FHIR to OMOP Service, I've seen good FHIR synthetic data being created using commercial LLM's etc, custom tailored for ConditionOnset with the typical amazement on return, but witnessed some questionable trust first hand on a call.  This approach also falls short generating gigantic payloads so I can go back to my interests on the backend and ensure smooth data transition.

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Article Muhammad Waseem · Nov 20, 2025 13m read

Hi Community,

In the first part of this series, we examined the fundamentals of Interoperability on Python (IoP), specifically how it enables us to construct such interoperability elements as business services, processes, and operations using pure Python.

Now, we are ready to take things a step further. Real-world integration scenarios extend beyond simple message handoffs.They involve scheduled polling, custom message structures, decision logic, filtering, and configuration handling.In this article, we will delve into these more advanced IoP capabilities and demonstrate how to create and run a more complex interoperability flow using only Python.

To make it practical, we will build a comprehensive example: The Reddit Post Analyzer Production. The concept is straightforward: continuously retrieving the latest submissions from a chosen subreddit, filtering them based on popularity, adding extra tags to them, and sending them off for storage or further analysis.

The ultimate goal here is a reliable, self-running data ingestion pipeline. All major parts (the Business Service, Business Process, and Business Operation) are implemented in Python, showcasing how to use IoP as a Python-first integration methodology.

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Announcement Larry Finlayson · Nov 17, 2025
  • Building and Managing HL7 Integrations – In Person December 15-19, 2025 9:00am-5:00pm EST
    • Build, configure, and manage HL7® V2 interfaces using InterSystems integration technologies.
    • This healthcare-focused 5-day course teaches implementation partners, integrators and analysts how to rapidly build HL7 integration solutions.
    • Students build a production that processes and routes HL7 messages.
    • Students learn how to work with the pre-built HL7 business services, business processes and business operations to receive and send HL7 messages.
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Article Tani Frankel · Jan 14, 2025 6m read

Using embedded Python while building your InterSystems-based solution can add very powerful and deep capabilities to your toolbox.

I'd like to share one sample use-case I encountered - enabling a CDC (Change Data Capture) for a mongoDB Collection - capturing those changes, digesting them through an Interoperability flow, and eventually updating an EMR via a REST API.

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Question Robert Dingwell · Nov 12, 2025

Hi,

I'm using the iris for health community edition and I cannot seem to get the FHIR server configuration UI to show up.  I was able to create a FHIR server programaticlly but none of the user interface features that the installation guide talks about are available.  Once I was created the server I was able to see a Bulk FHIR Coordinator in the management portal, ut that's it.  Are the UI features not available in the community edition or do they need to be enabled somehow? 

This is the guide that I am using   https://docs.intersystems.com/irisforhealth20251/csp/docbook/DocBook.UI.Page.cls?

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Question Niklas Thilmont · Nov 17, 2021

Hey Intersystems Community!

I'm trying to get IRIS to serve static files, including security and redirect to login if no session is present.

This is the flow I am trying to accomplish:

  1. User Opens a page, <my-iris-instance>/my-app/index.html, index.html being a static file
  2. User is redirected to the default IRIS Login page since no session is present
  3. User logs in
  4. User gets redirected back to index.html

For CSP applications this seems to work. I can open "http://localhost:52773/csp/sys/sec/%25CSP.UI.Portal.Applications.Web.zen?

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Question Kevin Mayfield · Nov 6, 2025

I have a quite complex FHIR Implementation Guide (IG) which is based on several other FHIR IGs. It's likely the versions of IGs conflict with each other.
From what I understand, I would need to load in all the other FHIR IG's first? 
I don't actually need FHIR profiles to be in our FHIR Repository - I'm just after terminology and the examples for our test system.
Is it possible to load a FHIR IG just as data? (I think I mean here, ignore the FHIR profiles and dependencies between them)

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Article Ariel Glikman · Jan 13, 2025 3m read

You may have noticed that to configure a mirror for InterSystems IRIS for Health and HealthShare® Health Connect there is a special requirement. I wanted to go through it step by step in this article.

This assumes you have already configured the second failover member and confirmed a successful failover member status in the mirror monitor:

Step 1: Enable HS_Services user (on backup and primary

 

Step 2: Switch to Namespace HSSYS and go to Interoperability > Configure > Credentials.

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Article Alberto Fuentes · Mar 4, 2024 2m read

I would like to share with you a little trick to customize how messages are displayed in the Message Viewer. In particular, how you can display messages as JSON (instead of the default XML representation).

image

Messages are objects that are used to communicate interoperability productions components. In my example I have defined a message that later I serialize as JSON to send to an external API. This message is defined as a regular message and also as a %JSON.Adaptor so I can export / import directly to or from JSON.

Class interop.msg.DeviceOrderReq Extends (Ens.Request, %JSON.
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Article Robert Barbiaux · Nov 12, 2025 8m read

Introduction

In this article, we will explore various approaches to extending and customizing the behavior of InterSystems IRIS (and IRIS Health) built-in interoperability message routers.

Message routers perform one of the core functions of Enterprise Application Integration (EAI) and are among the most frequently used business processes in interoperability productions.

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Question Giulia Ghielmi · Oct 30, 2025

Hello everyone! 👋

I have a question regarding roles and resources. 

To give you some context: I have a user who has been assigned only the role %HS_UsageDashboard_Access.This allows them to access the dashboards correctly (by giving the direct URL). Then,  if I try to access the Management Portal with this same user, I can log in with no access to any resources within it (as expected).

The point is that I would like to completely deny him access to the Management Portal, while allowing him to view only the dashboards, as expected from the %HS_UsageDashboard_Access role.

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