We're planning to use Production Validator for validating our system upgrade (2016.2.3 to 2024.2) , and we are trying to understand what kind of benchmarking or performance metrics others have observed during similar efforts.

Specifically, we are looking for a case study or real-world example that includes details like:

• How many messages were validated?
• How long did it take to create the temporary database from the source system?
• How long did it take to run the comparison on the destination system?

I am attempting to failover my TEST environment to the Backup, and I keep getting an error stating that 

06/01/25-18:47:54:516 (11864) 1 [Utility.Event] Primary startup failed, failed to read header of /archive/journal/MIRROR-IRISTEST-20250513.007 (file #63653)

however, when I go to /archive/journal/, I am not finding any record of MIRROR-IRISTEST-20250513.007 (file #63653)

to get out of this error message I have to restart what was the Primary and restart the Backup to get it back into a state that we can use it. 

Hi Community,

It's time to announce the winners of the InterSystems FHIR and Digital Health Interoperability Contest! 

Thanks to all our amazing participants who submitted 11 applications 🔥 

Now it's time to announce the winners!

We are attempting to setup an EnsLib.SOAP.OutboundAdapter to send an HL7 message to a vendor hosted AWS site. We have the Certificate from the vendor and defined the TLS setting. However, when we are sending the message we are receiving...

Unable to open TCP/IP socket to server hcis-staging.cbord.com:443

You know that feeling when you get your blood test results and it all looks like Greek? That's the problem FHIRInsight is here to solve. It started with the idea that medical data shouldn't be scary or confusing – it should be something we can all use. Blood tests are incredibly common for checking our health, but let's be honest, understanding them is tough for most folks, and sometimes even for medical staff who don't specialize in lab work. FHIRInsight wants to make that whole process easier and the information more actionable.

🤖 Why We Built FHIRInsight

Hi Developers!

We are happy to present the bonuses page for the applications submitted to the FHIR and Digital Health Interoperability Contest 2025!

See the results below.

I have a question where I have over 30 000 records of data that I would like to send in HL7 and was looking at sending these in one bulk messages instead of individual messages in HL7.In this kind of a situation has anyone ever sent a bulk HL7 messages or is there a way of doing this other than using FHIR bundle.

InterSystems Kubernetes Operator (IKO) 3.8 is now Generally Available.  IKO 3.8 adds new functionality along with numerous bug fixes and security updates.  Highlights include:

• Compute Groups allows you to deploy more than one type of compute node to handle different types of workloads in a single IrisCluster
• Consolidate Volumes – you can now choose to deploy with fewer volumes, such as consolidating data and WIJ on the same volume.

Hello,

I am currently trying to install InterSystems IRIS for Health and specifically the Ensemble integration tool, but I am facing issues.

Here are the details of my setup:

IRIS supports CCDA and FHIR transformations out-of-the-box, yet the ability to access and view those features requires considerable setup time and product knowledge. The IRIS Interop DevTools application was designed to bridge that gap, allowing implementers to immediately jump in and view the built-in transformation capabilities of the product. 

In addition to the IRIS XML, XPath, and CCDA Transformation environment, the Interop DevTools package now provides:

Hi Community,

It's voting time! Cast your votes for the best applications in our InterSystems FHIR and Digital Health Interoperability Contest:

🔥 VOTE FOR THE BEST APPS 🔥

How to vote? Details below.

Hi Community,
In this article, I will introduce my application iris-fhir-bridge 
IRIS-FHIR-Bridge is a robust interoperability engine built on InterSystems IRIS for Health, designed to transform healthcare data across multiple formats into FHIR and vice versa. It leverages the InterSystems FHIR Object Model (HS.FHIRModel.R4.*) to enable smooth data standardization and exchange across modern and legacy healthcare systems.

Google Forms is the most popular solution on the market for collecting data, answering questionnaires and quizzes. So, it is the ideal solution for collecting patient data and responses in a practical way, without the need to expand or develop systems. In this article, I will detail how to create an account on Google Cloud, register the application that will consume the Google Forms API, generate the service user necessary to consume the API and finally perform actions to create new forms and collect data filled in them in an automated way in embedded Python and IRIS.

Profiling CCD Documents with LEAD North’s CCD Data Profiler
Ever opened a CCD and been greeted by a wall of tangled XML? You’re not alone. Despite being a core format for clinical data exchange, CCD's are notoriously dense, verbose, and unfriendly to the human eye. For developers and analysts trying to validate their structure or extract meaningful insights, navigating these documents can feel more like archaeology than engineering.

Hi all!

I want to create an %Embedding.Config to use with an %Embedding property. I followed the documentation for %Embedding.OpenAI, and it works fine after setting sslConfig, modelName, and apiKey.

However, I need to use AzureOpenAI. While the embedding process is similar to OpenAI's, Azure requires additional connection parameters, like an endpoint. My question is: is it possible to configure these extra parameters with %Embedding.Config, and if so, how?

documentation reference

Hi Community,

Watch this video to learn about upcoming plans for HealthShare to incorporate change control capabilities for moving configuration changes across environments.  

⏯  Change Control for HealthShare @ Global Summit 2024

Kong provides an open source configuration management tool (written in Go), called decK (which stands for declarative Kong)

• Check that decK recognizes your Kong Gateway installation via deck gateway ping

deck gateway ping   
Successfully connected to Kong!
Kong version:  3.4.3.11

• Export Kong Gateway configuration to a file named "kong.yaml" via deck gateway dump

deck gateway dump -o kong.yaml

• After modifying the IP adcresses in kong.yaml file, show the differences via deck gateway diff

Hi community.

I was wondering if it was possible to use something like EnsLib.SQL.InboundAdapter with tables in IRIS.

This library monitors when a record has been inserted into a table in an external database, so it requires a DSN to connect to that database.

My goal is to make a call to an external API that takes a long time, it could spend nearly an hour (or more) completing its processes, but I don't want to block the main process.

My use case is I want AI to extract six pieces of key information from medical visit notes.

It works okay with notes from Epic patient portals. I am struggling with one of my own visit Summaries. So far I have not been able to instruct ollama to give me a JSON response where it gave me what I am asking for.

My original medical_progress_notes_prompt was:

Medical progress note:
---
(document)
---

You are an expert in analyzing medical progress notes. Please carefully read the provided progress note above and extract the following key information:

Template engines are essential for producing customizable dynamic content, without the need for compilation and opening up great possibilities of extensibility for the template user. Especially if the template engine supports Python. A popular solution for template engine is Mko. It is is a template library written in Python. It provides a familiar, non-XML syntax which compiles into Python modules for maximum performance. Mako's syntax and API borrows from the best ideas of many others, including Django and Jinja2 templates, Cheetah, Myghty, and Genshi. Conceptually, Mako is an embedded

Hello everyone,

I’m using VS Code with the InterSystems ObjectScript extension and I want to keep my local folder (client-side) as the “source of truth” while still using the built-in Server Source Control features (diff, stage, commit, etc.) against my IRIS/Ensemble instance.

So far:

I am trying to log in to the Web Gateway Management and I have missed placed the password to access the system I have tried 

changing the password under local settings in the CSP.ini  and that has managed to change the password to access the gateway but cannot log me into the management area I have followed a post here and read here and I seem not to get the answers that actual explain how I can get to the web gateway management.

Hi Community!

Welcome to Issue #22 of the InterSystems Ideas newsletter! This edition highlights the latest news from the Ideas Portal, such as:

✓ General Statistics
✓ Recently implemented ideas
✓ New features

Let me introduce you to FHIRCraft, a lightweight tool to generate synthetic FHIR resources.

Now, you might be thinking:
“But wait — doesn’t Synthea already do that, and with tons of resources?”
Exactly — and that’s precisely why I created this app.

FHIRCraft is designed to generate simpler, smaller, and more focused FHIR resources. Unlike Synthea, it doesn’t aim to simulate entire patient histories or clinical workflows. Instead, it helps when you’re just getting started with FHIR — when you want to test things incrementally, or explore how specific resources behave in isolation.

We have a big update this quarter. 

• RHEL 10 was released yesterday, read on for what that means for you
• 2025.3 will use OpenSSL 3 across all operating systems  SUSE 15 sp6 will be the minimum OS for orgs using SUSE
• The minimum CPU standards are going up in 2025.3
• Older Windows Server operating systems will no longer be supported in 2025.3

I am struggling on how to pull out individual fields from a JSON. In a previous post someone had mentioned that I could...

What is the global ^Ens.AppData and is it secure kill it? These global is consuming many storage and need increase free space

Is there syntax in the schedule specifications for specifying the "last" occurrences?
e.g., instead of WEEK-01-04 (1st wed's of month), WEEK-LL-04 (last wed's of month) or
instead of *-*-01 (1st of every month), *-*-LL (last of every month)
I searched the documentation and community forum, but didn't see anything that addressed this question.