At #Ready2026, we explored how #Python and #InterSystemsIRIS are coming together to create a more productive, modern developer experience.
Watch this #video to discover:
✅ Native tools for Python developers, including the InterSystems DB-API driver, #SQLAlchemy integration, and the new pyprod package.
✅ How to build #interoperability productions entirely in Python—without writing ObjectScript.
✅ How InterSystems is embracing the evolving Python ecosystem to help developers build faster and more efficiently.
https://community.intersystems.com/post/video-python-meet-intersystems-native-tools-modern-ecosystem
Whether you're an experienced InterSystems developer expanding into Python or a Python developer new to the platform, this session showcases the latest tools for building modern, data-driven applications.
Watch this #video to discover:
✅ Native tools for Python developers, including the InterSystems DB-API driver, #SQLAlchemy integration, and the new pyprod package.
✅ How to build #interoperability productions entirely in Python—without writing ObjectScript.
✅ How InterSystems is embracing the evolving Python ecosystem to help developers build faster and more efficiently.
https://community.intersystems.com/post/video-python-meet-intersystems-native-tools-modern-ecosystem
Whether you're an experienced InterSystems developer expanding into Python or a Python developer new to the platform, this session showcases the latest tools for building modern, data-driven applications.
At #Ready2026, we explored how #AgenticAI and #FHIR can work together to power the next generation of intelligent #healthcare applications.
Watch this #video to discover:
✅ How #AI agents interact with structured clinical data using #HL7 FHIR-not just natural language.
✅ The role of terminology services, FHIR repositories, and the Model Context Protocol (#MCP) in agentic healthcare workflows.
✅ Why terminology normalization, retrieval strategies, and safety controls are essential for trustworthy AI in healthcare.
https://community.intersystems.com/post/video-using-agentic-ai-fhir-part-1
Discover how Agentic AI is helping transform healthcare applications by combining intelligent reasoning with standards-based clinical data.
Watch this #video to discover:
✅ How #AI agents interact with structured clinical data using #HL7 FHIR-not just natural language.
✅ The role of terminology services, FHIR repositories, and the Model Context Protocol (#MCP) in agentic healthcare workflows.
✅ Why terminology normalization, retrieval strategies, and safety controls are essential for trustworthy AI in healthcare.
https://community.intersystems.com/post/video-using-agentic-ai-fhir-part-1
Discover how Agentic AI is helping transform healthcare applications by combining intelligent reasoning with standards-based clinical data.
🗄️ Discover a truly multi-model platform: one set of data, six ways to work with it.
This article shows how #InterSystemsIRIS lets the same record live as a hierarchical tree, key-value store, #object, #JSON document, #SQL table, and columnar dataset with zero duplication involved. Using a patient record example, it walks through three layers of the data model: Storage, Application, and Analytics, with ObjectScript and SQL code examples.
Dive in and see how one engine can power your transactional, SQL, and analytical processes at once: https://community.intersystems.com/post/intersystems-iris-data-models-explained-hierarchical-key-value-object-document-relational-and
This article shows how #InterSystemsIRIS lets the same record live as a hierarchical tree, key-value store, #object, #JSON document, #SQL table, and columnar dataset with zero duplication involved. Using a patient record example, it walks through three layers of the data model: Storage, Application, and Analytics, with ObjectScript and SQL code examples.
Dive in and see how one engine can power your transactional, SQL, and analytical processes at once: https://community.intersystems.com/post/intersystems-iris-data-models-explained-hierarchical-key-value-object-document-relational-and
💡 Round 2 of the Community Bounty Program "Idea to Application" has started!
Choose one or more featured Ideas Portal requests, develop a working application, publish it on Open Exchange, and earn 10K+ Global Masters points, badges, and promotion across the InterSystems Developer Ecosystem.
This round's challenges:
🔹 Generic Agent Test UI for %AI.Agent
🔹 MCP Data Exposure Toolkit
🔹 My First Agent (End-To-End Starter)
🔹 Create a tool for IRIS BI to test all the pivots and dashboards if they still work after changes are made
🔹 Allow export to new xlsx format from BI
📅 Deadline: August 31, 2026
👉 Visit the Developer Community to learn more and join the program: https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-2-live
Choose one or more featured Ideas Portal requests, develop a working application, publish it on Open Exchange, and earn 10K+ Global Masters points, badges, and promotion across the InterSystems Developer Ecosystem.
This round's challenges:
🔹 Generic Agent Test UI for %AI.Agent
🔹 MCP Data Exposure Toolkit
🔹 My First Agent (End-To-End Starter)
🔹 Create a tool for IRIS BI to test all the pivots and dashboards if they still work after changes are made
🔹 Allow export to new xlsx format from BI
📅 Deadline: August 31, 2026
👉 Visit the Developer Community to learn more and join the program: https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-2-live
At #Ready2026, we continued our exploration of #AgenticAI and #FHIR, demonstrating how intelligent agents can interact with real healthcare systems through structured, standards-based data.
Watch this #video to discover:
✅ How AI agents use tools, sub-agents, the Model Context Protocol (#MCP), terminology services, and FHIR repositories to perform complex healthcare tasks.
✅ How multi-step reasoning enables the retrieval, interpretation, and summarization of structured clinical data.
✅ Best practices for building intelligent, standards-based #healthcare applications powered by Agentic AI.
https://community.intersystems.com/post/video-using-agentic-ai-fhir-part-2
See how Agentic AI and FHIR are coming together to enable more capable, context-aware healthcare solutions.
Watch this #video to discover:
✅ How AI agents use tools, sub-agents, the Model Context Protocol (#MCP), terminology services, and FHIR repositories to perform complex healthcare tasks.
✅ How multi-step reasoning enables the retrieval, interpretation, and summarization of structured clinical data.
✅ Best practices for building intelligent, standards-based #healthcare applications powered by Agentic AI.
https://community.intersystems.com/post/video-using-agentic-ai-fhir-part-2
See how Agentic AI and FHIR are coming together to enable more capable, context-aware healthcare solutions.
🏥 Meet Smart Discharge Navigator, the shared 3rd-place winner in the Expert Nomination of the InterSystems Programming Contest: AI Agents for FHIR.
Built on #InterSystemsIRIS for Health, the application analyzes FHIR patient data, provides explainable clinical insights, generates personalized discharge plans, and supports conversational clinical queries through an AI-powered interface. Watch the demo to see it in action!
👏 Congratulations to Carlos Eduardo Dias Duarte on this impressive achievement!
👉 Learn more on the Developer Community: https://community.intersystems.com/post/demo-video-smart-discharge-navigator-winner-intersystems-programming-contest-ai-agents-fhir
Built on #InterSystemsIRIS for Health, the application analyzes FHIR patient data, provides explainable clinical insights, generates personalized discharge plans, and supports conversational clinical queries through an AI-powered interface. Watch the demo to see it in action!
👏 Congratulations to Carlos Eduardo Dias Duarte on this impressive achievement!
👉 Learn more on the Developer Community: https://community.intersystems.com/post/demo-video-smart-discharge-navigator-winner-intersystems-programming-contest-ai-agents-fhir
At #Ready2026, we showcased how customer feedback is shaping a more intuitive and efficient #interoperability experience across the InterSystems platform.
Watch this #video to discover:
✅ How recent usability enhancements simplify workflows in #InterSystemsIRIS, InterSystems IRIS for Health, and Health Connect.
✅ The latest UI improvements developed in collaboration with customers and partners.
✅ How you can explore new capabilities through voluntary releases and help influence the future of InterSystems interoperability tools.
https://community.intersystems.com/post/video-modernizing-interoperability-user-experience
See how a modernized user experience is making interoperability faster, simpler, and more effective for development and integration teams.
Watch this #video to discover:
✅ How recent usability enhancements simplify workflows in #InterSystemsIRIS, InterSystems IRIS for Health, and Health Connect.
✅ The latest UI improvements developed in collaboration with customers and partners.
✅ How you can explore new capabilities through voluntary releases and help influence the future of InterSystems interoperability tools.
https://community.intersystems.com/post/video-modernizing-interoperability-user-experience
See how a modernized user experience is making interoperability faster, simpler, and more effective for development and integration teams.
🤖 Building AI agents, MCP integrations, or LangChain applications on #InterSystemsIRIS?
The latest InterSystems AI Hub Early Access build is now available. AI Hub brings together the tools needed to build, secure, and manage AI-powered applications without having to assemble an entire AI infrastructure from scratch.
👉 Learn more, download the latest build, and join the conversation: https://community.intersystems.com/post/intersystems-ai-hub-early-access-new-community-build-discord-channel
The latest InterSystems AI Hub Early Access build is now available. AI Hub brings together the tools needed to build, secure, and manage AI-powered applications without having to assemble an entire AI infrastructure from scratch.
👉 Learn more, download the latest build, and join the conversation: https://community.intersystems.com/post/intersystems-ai-hub-early-access-new-community-build-discord-channel
At #Ready2026, we explored how multi-agent #AI architectures are enabling a new generation of intelligent enterprise applications capable of solving more complex business challenges.
Watch this #video to discover:
✅ Why multi-agent systems outperform single-agent approaches for complex enterprise workflows.
✅ How specialized AI agents collaborate through a shared knowledge graph to plan, execute, and analyze tasks.
✅ Best practices for designing scalable, coordinated AI workflows for real-world enterprise use cases.
https://community.intersystems.com/post/video-multi-agent-orchestration-enterprise-workflows
Discover how orchestrated AI agents are helping organizations build more capable, efficient, and intelligent enterprise solutions.
Watch this #video to discover:
✅ Why multi-agent systems outperform single-agent approaches for complex enterprise workflows.
✅ How specialized AI agents collaborate through a shared knowledge graph to plan, execute, and analyze tasks.
✅ Best practices for designing scalable, coordinated AI workflows for real-world enterprise use cases.
https://community.intersystems.com/post/video-multi-agent-orchestration-enterprise-workflows
Discover how orchestrated AI agents are helping organizations build more capable, efficient, and intelligent enterprise solutions.
At #Ready2026, we showcased how agentic AI is transforming the way organizations interact with their data through #InterSystemsDataStudio.
Watch this #video to discover:
✅ How #AI Assistants help you explore and analyze both structured and unstructured data.
✅ How agentic systems accelerate data discovery, insight generation, and decision-making.
https://community.intersystems.com/post/video-intersystems-data-studio-ai-assistant-getting-more-your-data-agentic-systems
See how AI Assistants are helping teams unlock more value from their data with intelligent, agent-driven workflows.
Watch this #video to discover:
✅ How #AI Assistants help you explore and analyze both structured and unstructured data.
✅ How agentic systems accelerate data discovery, insight generation, and decision-making.
https://community.intersystems.com/post/video-intersystems-data-studio-ai-assistant-getting-more-your-data-agentic-systems
See how AI Assistants are helping teams unlock more value from their data with intelligent, agent-driven workflows.
At #Ready2026, we explored how #AI and customer collaboration are shaping the future of InterSystems #Interoperability through practical, innovation-driven design.
Watch this #video to discover:
✅ How customers and InterSystems teams co-create AI-powered solutions for real-world interoperability challenges.
✅ Practical use cases, including intelligent alert analysis, root cause detection, smarter testing, and natural language search.
✅ How customer feedback is influencing the next generation of interoperability tools and user experiences.
https://community.intersystems.com/post/video-intelligent-inoperability-ai-co-creation-workshop
See how AI-powered collaboration is driving the future of interoperability, one customer insight at a time.
Watch this #video to discover:
✅ How customers and InterSystems teams co-create AI-powered solutions for real-world interoperability challenges.
✅ Practical use cases, including intelligent alert analysis, root cause detection, smarter testing, and natural language search.
✅ How customer feedback is influencing the next generation of interoperability tools and user experiences.
https://community.intersystems.com/post/video-intelligent-inoperability-ai-co-creation-workshop
See how AI-powered collaboration is driving the future of interoperability, one customer insight at a time.
🏥 Building HL7 integrations with #InterSystemsIRIS?
Data Transformation Language (DTL) becomes especially powerful when you combine visual mappings with ObjectScript functions such as $Length, $Extract, and ReplaceStr.
This article demonstrates how to handle common interoperability challenges, including:
🔹 Shortening values based on field length
🔹 Removing special characters from patient IDs
🔹 Converting HL7 timestamps into custom formats
🔹 Testing DTL transformations before deployment
A practical guide for anyone working with HL7 messaging, healthcare interoperability, and data transformations.
Data Transformation Language (DTL) becomes especially powerful when you combine visual mappings with ObjectScript functions such as $Length, $Extract, and ReplaceStr.
This article demonstrates how to handle common interoperability challenges, including:
🔹 Shortening values based on field length
🔹 Removing special characters from patient IDs
🔹 Converting HL7 timestamps into custom formats
🔹 Testing DTL transformations before deployment
A practical guide for anyone working with HL7 messaging, healthcare interoperability, and data transformations.
At #Ready2026, we explored how #llms are opening new possibilities for static application #security testing of ObjectScript.
Watch this #video to discover:
✅ How InterSystems and Black Duck are using LLMs to bring effective, language-agnostic SAST to ObjectScript applications.
✅ How this approach improves vulnerability detection for InterSystems-based codebases.
✅ The roadmap for expanding and enhancing AI-powered static analysis capabilities.
https://community.intersystems.com/post/video-advancing-static-analysis-black-duck-and-language-agnostic-sast-intersystems
Discover how #AI is helping modernize application #security and make code analysis more effective across InterSystems technologies.
Watch this #video to discover:
✅ How InterSystems and Black Duck are using LLMs to bring effective, language-agnostic SAST to ObjectScript applications.
✅ How this approach improves vulnerability detection for InterSystems-based codebases.
✅ The roadmap for expanding and enhancing AI-powered static analysis capabilities.
https://community.intersystems.com/post/video-advancing-static-analysis-black-duck-and-language-agnostic-sast-intersystems
Discover how #AI is helping modernize application #security and make code analysis more effective across InterSystems technologies.
📦 JSON looks simple, until it’s not
If you've ever worked with %DynamicObject or %DynamicArray in #InterSystemsIRIS, you've probably encountered some unexpected behavior along the way, from data conversion and validation to handling structures that aren't known in advance.
This article collects some of the most common questions and explains the lessons developers learn in real projects.
👉 Read it here: https://community.intersystems.com/post/working-dynamic-objects-iris-doubts-only-come-when-you-need-deploy-tomorrow-morning-and-its-11
If you've ever worked with %DynamicObject or %DynamicArray in #InterSystemsIRIS, you've probably encountered some unexpected behavior along the way, from data conversion and validation to handling structures that aren't known in advance.
This article collects some of the most common questions and explains the lessons developers learn in real projects.
👉 Read it here: https://community.intersystems.com/post/working-dynamic-objects-iris-doubts-only-come-when-you-need-deploy-tomorrow-morning-and-its-11
🚀 Community voting is now open for the first-ever InterSystems Employee Programming Challenge!
The contest task was to solve a data engineering problem that involves publicly available astronomical data from the European Space Agency's Gaia mission. Over the past month, our employees have been tackling this challenge. The outcome is 33 #OpenExchange applications, each offering its own perspective through different technologies, architectures, and creative ideas.
Now the projects are here to be explored. If you're an active Developer Community member, you can help choose the winner of the Community Nomination by voting for the solution you think stands out the most.
🗓️ Voting is open July 27 - August 9, 2026
👉 Explore the projects and learn how to vote: https://community.intersystems.com/post/time-vote-intersystems-employee-programming-challenge-1
The contest task was to solve a data engineering problem that involves publicly available astronomical data from the European Space Agency's Gaia mission. Over the past month, our employees have been tackling this challenge. The outcome is 33 #OpenExchange applications, each offering its own perspective through different technologies, architectures, and creative ideas.
Now the projects are here to be explored. If you're an active Developer Community member, you can help choose the winner of the Community Nomination by voting for the solution you think stands out the most.
🗓️ Voting is open July 27 - August 9, 2026
👉 Explore the projects and learn how to vote: https://community.intersystems.com/post/time-vote-intersystems-employee-programming-challenge-1
At #Ready2026, we introduced important #security enhancements in #InterSystemsIRIS designed to better protect sensitive information while simplifying secure operations.
Watch this #video to discover:
✅ How the new Security Database isolates and encrypts sensitive information outside of IRISSYS.
✅ How Security Database #mirroring improves high availability and resilience.
✅ How the new #Wallet capability securely manages credentials and secrets for external systems.
https://community.intersystems.com/post/video-security-database-and-wallet-protecting-sensitive-information-intersystems-iris
Discover how the latest platform innovations are strengthening security while making enterprise deployments easier to manage.
Watch this #video to discover:
✅ How the new Security Database isolates and encrypts sensitive information outside of IRISSYS.
✅ How Security Database #mirroring improves high availability and resilience.
✅ How the new #Wallet capability securely manages credentials and secrets for external systems.
https://community.intersystems.com/post/video-security-database-and-wallet-protecting-sensitive-information-intersystems-iris
Discover how the latest platform innovations are strengthening security while making enterprise deployments easier to manage.
🤖 Curious about what's new in #InterSystemsIRIS AI Hub?
Join us for a webinar where we'll explore AI Hub – our latest flagship capability that helps developers build AI applications and agentic workflows faster. You'll see AI Hub in action through practical coding examples and applications created by our early adopters. At the end of the webinar, we’ll hold a fun AI quiz with a prize!
📅 August 13, 2026 11:00 am EDT | 5:00 pm CEST
👉 More info here: https://community.intersystems.com/post/webinar-intersystems-iris-ai-hub-goals-games-goodies
Join us for a webinar where we'll explore AI Hub – our latest flagship capability that helps developers build AI applications and agentic workflows faster. You'll see AI Hub in action through practical coding examples and applications created by our early adopters. At the end of the webinar, we’ll hold a fun AI quiz with a prize!
📅 August 13, 2026 11:00 am EDT | 5:00 pm CEST
👉 More info here: https://community.intersystems.com/post/webinar-intersystems-iris-ai-hub-goals-games-goodies
At #Ready2026, we unveiled the future direction of security across the InterSystems platform, highlighting the innovations that will help organizations stay ahead of evolving cyber threats.
Watch this #video to discover:
✅ Key #security initiatives planned for upcoming InterSystems releases, including platform hardening, encryption, and identity and access management.
✅ How cloud security enhancements are addressing changing regulatory and operational requirements.
✅ How the security roadmap can help you prepare for the next generation of secure, resilient deployments.
https://community.intersystems.com/post/video-security-roadmap-2026
See where InterSystems security is headed and how these innovations can help you build a stronger, more resilient platform for the future.
Watch this #video to discover:
✅ Key #security initiatives planned for upcoming InterSystems releases, including platform hardening, encryption, and identity and access management.
✅ How cloud security enhancements are addressing changing regulatory and operational requirements.
✅ How the security roadmap can help you prepare for the next generation of secure, resilient deployments.
https://community.intersystems.com/post/video-security-roadmap-2026
See where InterSystems security is headed and how these innovations can help you build a stronger, more resilient platform for the future.
⚒️ Showcase your skills and bring a Community request to life!
Join Round 2 of the Community Bounty Program "Idea to Application". Build an Open Exchange application based on one of the featured Ideas Portal requests and receive 10K+ Global Masters points, badges, and recognition across the InterSystems Developer Ecosystem.
Choose from these ideas:
🔹 Generic Agent Test UI for %AI.Agent
🔹 MCP Data Exposure Toolkit
🔹 My First Agent (End-To-End Starter)
🔹 Create a tool for IRIS BI to test all the pivots and dashboards if they still work after changes are made
🔹 Allow export to new xlsx format from BI
📅 Deadline: August 31, 2026
👉 Get started: https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-2-live
Join Round 2 of the Community Bounty Program "Idea to Application". Build an Open Exchange application based on one of the featured Ideas Portal requests and receive 10K+ Global Masters points, badges, and recognition across the InterSystems Developer Ecosystem.
Choose from these ideas:
🔹 Generic Agent Test UI for %AI.Agent
🔹 MCP Data Exposure Toolkit
🔹 My First Agent (End-To-End Starter)
🔹 Create a tool for IRIS BI to test all the pivots and dashboards if they still work after changes are made
🔹 Allow export to new xlsx format from BI
📅 Deadline: August 31, 2026
👉 Get started: https://community.intersystems.com/post/community-bounty-program-idea-application-%E2%80%94-round-2-live
At #Ready2026, we explored how end-to-end patient data and modern #monitoring technologies are helping #healthcare organizations make more informed, timely care decisions.
Watch this #video to discover:
✅ How modern patient monitoring strategies improve access to critical clinical data.
✅ Infrastructure best practices for supporting high-quality, data-driven care.
✅ How connected monitoring technologies are shaping the future of patient care delivery.
https://community.intersystems.com/post/video-using-end-end-patient-data-improve-care-decisions
Learn how a strong data foundation can empower clinicians with the right information at the right time.
Watch this #video to discover:
✅ How modern patient monitoring strategies improve access to critical clinical data.
✅ Infrastructure best practices for supporting high-quality, data-driven care.
✅ How connected monitoring technologies are shaping the future of patient care delivery.
https://community.intersystems.com/post/video-using-end-end-patient-data-improve-care-decisions
Learn how a strong data foundation can empower clinicians with the right information at the right time.
🤖 The Webinar on #InterSystemsIRIS AI Hub is just around the corner!
If you're curious about building AI applications and agentic workflows with the AI Hub, there's still time to join us. We'll explore the latest AI Hub capabilities and walk through practical coding examples. You'll also get a chance to test your knowledge in a fun quiz and win a prize.
Don't miss the opportunity to see AI Hub in action!
📅 August 13, 2026 11:00 am EDT | 5:00 pm CEST
👉 Reserve your spot: https://community.intersystems.com/post/webinar-intersystems-iris-ai-hub-goals-games-goodies
#InterSystems #DeveloperCommunity #AIHub #ArtificialIntelligence
If you're curious about building AI applications and agentic workflows with the AI Hub, there's still time to join us. We'll explore the latest AI Hub capabilities and walk through practical coding examples. You'll also get a chance to test your knowledge in a fun quiz and win a prize.
Don't miss the opportunity to see AI Hub in action!
📅 August 13, 2026 11:00 am EDT | 5:00 pm CEST
👉 Reserve your spot: https://community.intersystems.com/post/webinar-intersystems-iris-ai-hub-goals-games-goodies
#InterSystems #DeveloperCommunity #AIHub #ArtificialIntelligence