🚀 This Is How AI Goes From Talking to Doing
Ever wondered how AI agents actually get things done — beyond just answering questions? The answer is MCP, and our latest Code to Care video breaks it down in plain English.
🎥 Watch here: https://youtube.com/watch?v=9ILgj4v992Q
Are you already experimenting with MCP? Let us know in the comments 👇
Ever wondered how AI agents actually get things done — beyond just answering questions? The answer is MCP, and our latest Code to Care video breaks it down in plain English.
🎥 Watch here: https://youtube.com/watch?v=9ILgj4v992Q
Are you already experimenting with MCP? Let us know in the comments 👇
YouTube
MCP Explained: Bridging the Gap between AI Agents and Tools
Discover how the Model Context Protocol (MCP) enables AI agents to interact with tools, APIs, and data sources through a single, standardized interface. This video unpacks how large language models have evolved beyond simple responses — now actively calling…
✈️ Building healthcare systems while the “plane is already flying”?
This article shares practical lessons on developing and maintaining #interoperability in #InterSystemsIRIS—balancing continuous uptime, limited resources, and reliable deployments 👇
https://community.intersystems.com/post/developing-and-maintaining-code-interoperability-components-within-healthcare-institutional
Read now to improve resilience in your healthcare integrations!
#InterSystemsIRISforHealth
This article shares practical lessons on developing and maintaining #interoperability in #InterSystemsIRIS—balancing continuous uptime, limited resources, and reliable deployments 👇
https://community.intersystems.com/post/developing-and-maintaining-code-interoperability-components-within-healthcare-institutional
Read now to improve resilience in your healthcare integrations!
#InterSystemsIRISforHealth
At #Ready, we examined how InterSystems secures its cloud-hosted solutions, delivering layered protection without compromising performance or user experience.
Watch this #video to discover:
✅ How offerings such as HCC, FTS, OMOP, and IDFS are secured across AWS-based environments.
✅ How security is reinforced at every layer—from network architecture and cloud provider controls to the operating system and #InterSystemsIRIS platform.
✅ How robust cloud security practices can coexist with a seamless user experience.
https://community.intersystems.com/post/video-security-cloud
Understand how defense-in-depth strategies protect cloud deployments end to end.
Watch this #video to discover:
✅ How offerings such as HCC, FTS, OMOP, and IDFS are secured across AWS-based environments.
✅ How security is reinforced at every layer—from network architecture and cloud provider controls to the operating system and #InterSystemsIRIS platform.
✅ How robust cloud security practices can coexist with a seamless user experience.
https://community.intersystems.com/post/video-security-cloud
Understand how defense-in-depth strategies protect cloud deployments end to end.
At Ready, we took a deep dive into monitoring and observability for #InterSystemsIRIS, helping teams gain clearer visibility into system behavior and performance.
Watch this #video to discover:
✅ What’s new in InterSystems IRIS 2025.1 for monitoring and OpenTelemetry integration.
✅ How to configure telemetry feeds into leading observability platforms.
✅ How actionable insights—and upcoming monitoring enhancements—can improve reliability and operational performance.
https://community.intersystems.com/post/video-whats-going-monitoring-and-observability-intersystems-iris
Understand what your IRIS environment is really doing—and turn observability into a strategic advantage.
Watch this #video to discover:
✅ What’s new in InterSystems IRIS 2025.1 for monitoring and OpenTelemetry integration.
✅ How to configure telemetry feeds into leading observability platforms.
✅ How actionable insights—and upcoming monitoring enhancements—can improve reliability and operational performance.
https://community.intersystems.com/post/video-whats-going-monitoring-and-observability-intersystems-iris
Understand what your IRIS environment is really doing—and turn observability into a strategic advantage.
🐍 Ready to master advanced #Python interoperability in #InterSystemsIRIS?
This article dives into IoP Part 3—covering DTL, #JSON schema validation, and debugging techniques for building production-ready integrations 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop-part3
Read now and take your #interoperability skills to the next level!
This article dives into IoP Part 3—covering DTL, #JSON schema validation, and debugging techniques for building production-ready integrations 👇
https://community.intersystems.com/post/introduction-interoperability-python-iop-part3
Read now and take your #interoperability skills to the next level!
🚀 Moving from monoliths to scalable microservices?
This article shows how to build a microservice architecture using #InterSystemsIRIS, Kafka, and #RESTAPIs—unlocking flexibility, resilience, and faster deployments 👇
https://community.intersystems.com/post/developing-microservice-application-using-iris-kafka-and-rest-api
Read now and modernize your application architecture!
#EmbeddedPython #ObjectScript #Python
This article shows how to build a microservice architecture using #InterSystemsIRIS, Kafka, and #RESTAPIs—unlocking flexibility, resilience, and faster deployments 👇
https://community.intersystems.com/post/developing-microservice-application-using-iris-kafka-and-rest-api
Read now and modernize your application architecture!
#EmbeddedPython #ObjectScript #Python
At #Ready, we explored how expanding #Python support in #InterSystemsIRIS is enabling more flexible, productive development workflows.
Watch this #video to discover:
✅ How to perform common Python development tasks - coding, debugging, and library management - across the platform.
✅ The different approaches to using Python in InterSystems IRIS, including embedded Python, #Interoperability, and client-side integrations with tools like #SQLAlchemy.
https://community.intersystems.com/post/video-succeeding-python-development-intersystems-iris
Learn how to effectively leverage Python across your IRIS environment and stay aligned with evolving best practices.
Watch this #video to discover:
✅ How to perform common Python development tasks - coding, debugging, and library management - across the platform.
✅ The different approaches to using Python in InterSystems IRIS, including embedded Python, #Interoperability, and client-side integrations with tools like #SQLAlchemy.
https://community.intersystems.com/post/video-succeeding-python-development-intersystems-iris
Learn how to effectively leverage Python across your IRIS environment and stay aligned with evolving best practices.
At #Ready we explored how #InterSystemsIRIS is evolving to better support modern data science workflows, combining operational data with advanced analytics.
Watch this #video to discover:
✅ The growing ecosystem of tools for data scientists working with InterSystems IRIS and #Python.
✅ How these capabilities enable powerful analytics through practical, real-world demonstrations.
https://community.intersystems.com/post/video-productive-data-science-intersystems-iris-and-python
See how integrated data science tools can accelerate insight generation and innovation!
Watch this #video to discover:
✅ The growing ecosystem of tools for data scientists working with InterSystems IRIS and #Python.
✅ How these capabilities enable powerful analytics through practical, real-world demonstrations.
https://community.intersystems.com/post/video-productive-data-science-intersystems-iris-and-python
See how integrated data science tools can accelerate insight generation and innovation!
🌟 Imagine your health app doesn't just tell you "maintain your activity levels" — it tells you why, pointing to people with similar heart rate, sleep, and step data from the past.
That's what Rahul Singhal built. His Health Agent pulls real-time data from wearable devices, stores it in InterSystems IRIS for Health, and uses vector search to find historical patterns that match your current metrics. The result isn't just a recommendation — it's a recommendation with a paper trail.
Under the hood: dynamic SQL, distributed caching via ECP, and FHIR integration with external healthcare systems. A genuinely thoughtful piece of #HealthcareInnovation engineering.
Read his full story 👇
https://community.intersystems.com/post/leveraging-intersystems-iris-health-data-analytics-explainable-ai-and-vector-search
That's what Rahul Singhal built. His Health Agent pulls real-time data from wearable devices, stores it in InterSystems IRIS for Health, and uses vector search to find historical patterns that match your current metrics. The result isn't just a recommendation — it's a recommendation with a paper trail.
Under the hood: dynamic SQL, distributed caching via ECP, and FHIR integration with external healthcare systems. A genuinely thoughtful piece of #HealthcareInnovation engineering.
Read his full story 👇
https://community.intersystems.com/post/leveraging-intersystems-iris-health-data-analytics-explainable-ai-and-vector-search
At #Ready, we explored a real-world journey of building impactful reporting solutions with #InterSystemsReports, from first steps to fully developed, multi-panel dashboards.
Watch this #video to discover:
✅ How teams can quickly ramp up and deliver powerful reporting solutions.
✅ Best practices and lessons learned from building real-world, production-ready reports.
https://community.intersystems.com/post/video-learning-intersystems-reports-real-world-use-case
See how practical experience can turn reporting capabilities into meaningful business insights!
Watch this #video to discover:
✅ How teams can quickly ramp up and deliver powerful reporting solutions.
✅ Best practices and lessons learned from building real-world, production-ready reports.
https://community.intersystems.com/post/video-learning-intersystems-reports-real-world-use-case
See how practical experience can turn reporting capabilities into meaningful business insights!
📺 North American Demo Showcase: all videos are live!
⏯️ Our North American Sales Engineers have put together a lineup of outstanding demo videos featuring cutting-edge technologies, AI-powered solutions, and innovative use cases. Now’s the perfect time to explore the full Showcase and collect raffle entries.
🎁 Watch the demos, answer the questions in each announcement, and boost your chances with every correct reply across the series 🍀
👉 Start here https://community.intersystems.com/post/north-american-demo-showcase-live
#InterSystems #Innovation #DemoShowcase
⏯️ Our North American Sales Engineers have put together a lineup of outstanding demo videos featuring cutting-edge technologies, AI-powered solutions, and innovative use cases. Now’s the perfect time to explore the full Showcase and collect raffle entries.
🎁 Watch the demos, answer the questions in each announcement, and boost your chances with every correct reply across the series 🍀
👉 Start here https://community.intersystems.com/post/north-american-demo-showcase-live
#InterSystems #Innovation #DemoShowcase
At #Ready, we explored how the InterSystems Package Manager (IPM) is evolving to support modern distribution models through ORAS and OCI-compliant registries.
Watch this #video to discover:
✅ How IPM leverages ORAS to publish and install solutions via industry-standard registries like Artifactory and Nexus.
✅ How InterSystems is using this approach to distribute its own software, and how you can apply the same strategy.
https://community.intersystems.com/post/video-deploying-solutions-using-intersystems-package-manager
Learn how standardized package distribution can streamline delivery and improve consistency across environments.
Watch this #video to discover:
✅ How IPM leverages ORAS to publish and install solutions via industry-standard registries like Artifactory and Nexus.
✅ How InterSystems is using this approach to distribute its own software, and how you can apply the same strategy.
https://community.intersystems.com/post/video-deploying-solutions-using-intersystems-package-manager
Learn how standardized package distribution can streamline delivery and improve consistency across environments.
🎉 The North American Demo Showcase winner
Over the series, the Community explored 8 inspiring demos with the members collecting 53 raffle entries.
Who won? 👉 https://community.intersystems.com/post/winner-north-american-demo-showcase
#InterSystems #DemoShowcase
Over the series, the Community explored 8 inspiring demos with the members collecting 53 raffle entries.
Who won? 👉 https://community.intersystems.com/post/winner-north-american-demo-showcase
#InterSystems #DemoShowcase
💥 Build #AI for #healthcare. Compete for $12K.
🏆 InterSystems Programming Contest: #AI Agents for #FHIR
🗓 May 25 – June 14, 2026
⚒️ Create an AI agent for a FHIR interoperability solution.
👉 https://community.intersystems.com/post/intersystems-programming-contest-ai-agents-fhir
🏆 InterSystems Programming Contest: #AI Agents for #FHIR
🗓 May 25 – June 14, 2026
⚒️ Create an AI agent for a FHIR interoperability solution.
👉 https://community.intersystems.com/post/intersystems-programming-contest-ai-agents-fhir
At #Ready, we explored how data-driven intelligence is transforming supply chain operations, enabling smarter decisions and more resilient performance.
Watch this #video to discover:
✅ How InterSystems solutions leverage #AI-powered analytics and low-code data integration to address complex supply chain challenges.
✅ How real-time insights improve medical fulfillment, reduce procedure cancellations, and enhance service levels.
✅ How better data management drives more efficient, responsive supply chain operations.
https://community.intersystems.com/post/video-solving-supply-chain-challenges-data-driven-intelligence
See how advanced #analytics are helping organizations turn supply chain complexity into a strategic advantage!
Watch this #video to discover:
✅ How InterSystems solutions leverage #AI-powered analytics and low-code data integration to address complex supply chain challenges.
✅ How real-time insights improve medical fulfillment, reduce procedure cancellations, and enhance service levels.
✅ How better data management drives more efficient, responsive supply chain operations.
https://community.intersystems.com/post/video-solving-supply-chain-challenges-data-driven-intelligence
See how advanced #analytics are helping organizations turn supply chain complexity into a strategic advantage!
🎯 When your InterSystems IRIS productions run across multiple nodes, finding a specific message means logging into each instance separately. The more nodes, the bigger the problem.
InterSystems IRIS solves this with Enterprise Message Bank — a central server that collects messages and logs from all connected production instances into one place. Instead of jumping between instances, you go to one hub and search everything from there.
The architecture is straightforward:
👉 Message Bank Server — a lightweight production that receives submissions from any number of clients
👉 Message Bank Operation — added to each client production, it forwards all messages to the server via TCP
A practical example in the article uses three Docker containers: one server (irisserver) and two clients (irisclient1, irisclient2). The setup covers everything from Docker Compose configuration to step-by-step production setup, including the Ens.Enterprise.MsgBankOperation component that every client production needs.
There's also an optional Helper Class for extending default behaviour — for example, converting Global String Stream to Client Message Body, or modifying the Description property of banked messages.
The Message Bank Viewer on the server gives the same search and filter options as the local message viewer, with one addition: a Client property to identify which production instance a message came from.
Full article with source code and Docker setup 👇
https://community.intersystems.com/post/how-implement-enterprise-message-bank
InterSystems IRIS solves this with Enterprise Message Bank — a central server that collects messages and logs from all connected production instances into one place. Instead of jumping between instances, you go to one hub and search everything from there.
The architecture is straightforward:
👉 Message Bank Server — a lightweight production that receives submissions from any number of clients
👉 Message Bank Operation — added to each client production, it forwards all messages to the server via TCP
A practical example in the article uses three Docker containers: one server (irisserver) and two clients (irisclient1, irisclient2). The setup covers everything from Docker Compose configuration to step-by-step production setup, including the Ens.Enterprise.MsgBankOperation component that every client production needs.
There's also an optional Helper Class for extending default behaviour — for example, converting Global String Stream to Client Message Body, or modifying the Description property of banked messages.
The Message Bank Viewer on the server gives the same search and filter options as the local message viewer, with one addition: a Client property to identify which production instance a message came from.
Full article with source code and Docker setup 👇
https://community.intersystems.com/post/how-implement-enterprise-message-bank
🌍 Meet BAS, an #AI-powered climate action matcher built on #InterSystemsIRIS Vector Search that connects companies with UN-catalogued initiatives, peer actions, and sustainability reports to inspire real change 👇
https://community.intersystems.com/post/iris-vector-search-climate-matching-introducing-bas
Turn climate ambition into concrete corporate action! #VectorSearch
https://community.intersystems.com/post/iris-vector-search-climate-matching-introducing-bas
Turn climate ambition into concrete corporate action! #VectorSearch
🚀 The InterSystems Programming Contest: AI Agents for FHIR is nearing the finish line!
Jump in before the end of the week to compete for a share of the $12,000 prize pool. Now is the momentum to build, collaborate, and showcase your technical creativity.
🛠 Build an AI-powered FHIR interoperability solution.
🏆 Participate in the Expert Awards and Community Nomination.
📅 Submit your application by June 7, 2026.
Got an idea you've been thinking about? This is your sign to start building now.
👉 Learn more and enter: https://community.intersystems.com/post/intersystems-programming-contest-ai-agents-fhir
Jump in before the end of the week to compete for a share of the $12,000 prize pool. Now is the momentum to build, collaborate, and showcase your technical creativity.
🛠 Build an AI-powered FHIR interoperability solution.
🏆 Participate in the Expert Awards and Community Nomination.
📅 Submit your application by June 7, 2026.
Got an idea you've been thinking about? This is your sign to start building now.
👉 Learn more and enter: https://community.intersystems.com/post/intersystems-programming-contest-ai-agents-fhir
Turn ideas into code! Join Round 1 of the Community Bounty Program "Idea to Application"
🏅10K+ Global Masters points, badges & recognition
⏰June 30, 2026
📋 https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-1-live
🏅10K+ Global Masters points, badges & recognition
⏰June 30, 2026
📋 https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-1-live
🔥 Voting is open for the InterSystems Programming Contest: AI Agents for FHIR!
Are you an active Developer Community member with "trusted" status on your profile? Then you can participate in the Community voting from June 8–14, 2026.
Explore the applications, discover creative AI-powered healthcare solutions, and support the projects you think deserve recognition on the contest page:
https://openexchange.intersystems.com/contest/46
Are you an active Developer Community member with "trusted" status on your profile? Then you can participate in the Community voting from June 8–14, 2026.
Explore the applications, discover creative AI-powered healthcare solutions, and support the projects you think deserve recognition on the contest page:
https://openexchange.intersystems.com/contest/46
🩺 Learn how to design a #RESTAPI in HealthConnect to query patient demographics from an EPR converting #HL7 messages into #JSON for seamless, secure data sharing 👇
https://community.intersystems.com/post/queryresponse-interface-design-and-development-guide-based-rest-api-healthconnect
Streamline healthcare #interoperability with this step-by-step guide!
https://community.intersystems.com/post/queryresponse-interface-design-and-development-guide-based-rest-api-healthconnect
Streamline healthcare #interoperability with this step-by-step guide!