​At #Ready2025, we explored how to seamlessly integrate #AIAgent into #InterSystemsIRIS to enhance business processes and enable intelligent automation, all with minimal coding.

Watch this #video to discover:
✅ How models like #ChatGPT and #Anthropic Claude can be embedded directly into the IRIS #interoperability framework for data enrichment and AI-driven automation.
✅ How to orchestrate multiple AI agents using frameworks like CrewAI for collaborative workflows.
✅ Proven patterns and techniques to embed AI into your existing IRIS architecture.

https://community.intersystems.com/post/video-integrating-ai-agents-intersystems-iris-patterns-and-techniques

Transform your automation strategy with AI-powered intelligence built right into your data platform!

​🐍 Boost your #interoperability with Embedded Python in #InterSystemsIRIS! Use it to enable CDC for a #MongoDB collection and update an EMR via #REST 👇

https://community.intersystems.com/post/power-embedded-python-interoperability-mongodb-cdc-use-case

Explore the power of #Python for smarter healthcare integration!

​📡 Discover how #InterSystemsIRIS interoperability powers real-time data architectures using CDC - enabling seamless streaming from #SQL and CSV sources into columnar #databases and Kafka for high-performance analytics 👇

https://community.intersystems.com/post/data-streaming-intersystems-iris-interoperability

Learn how to build scalable, continuous, and robust #interoperability data flows!

​🐍 Take your #Interoperability on Python (IoP) skills to the next level! This article walks through building a fully #Python-powered Reddit ingestion pipelinу: from data polling and filtering to enrichment and delivery 👇

https://community.intersystems.com/post/introduction-interoperability-python-iop-part2

Dive in to learn how to create advanced #InterSystemsIRIS interoperability flows using pure Python!

​🚀 Discover how to extend and customize #InterSystemsIRIS message routers to unlock more flexible and powerful #interoperability workflows 👇

https://community.intersystems.com/post/customizing-message-routers

Enhance your IRIS integration skills by diving into the full article !#InterSystemsIRISforHealth

​🧩 Want to connect #InterSystemsIRIS with #MongoDB? Here’s a real-world example using #Embedded Python and an outbound adapter with pymongo for seamless #interoperability 👇

https://community.intersystems.com/post/mongodb-interoperability-including-outbound-adapter

Unlock new integration paths with Python-powered interoperability!

​At #Ready2025, we examined the future of #healthcare data exchange and the strategic direction guiding #interoperability advancements in #InterSystemsIRIS.

Watch this #video to uncover:
✅ How InterSystems interoperability strategy is shaping more seamless, scalable data exchange.
✅ The vision driving new capabilities for providers, payers, and partners.

https://community.intersystems.com/post/video-advancing-healthcare-interoperability-strategy-and-vision

Stay informed about what’s next!

🧠 Want to run a local #LLM inside #InterSystemsIRIS without the #cloud, APIs, or GPU? This guide shows how to embed lightweight open-source models using just a bit of #Python and IRIS #Interoperability 👇

https://community.intersystems.com/post/orchestrating-local-llm-iris-interoperability

Bring #GenAI to your data, securely and simply!

​At #Ready2025, we examined how strong #interoperability practices play a critical role in improving #healthcare data quality across systems.

Watch this #video to learn:
✅ How to use built-in validation and error-handling tools to ensure data quality during ingestion and exchange.
✅ How well-designed interfaces strengthen trust in healthcare data across protocols.

https://community.intersystems.com/post/video-how-boost-data-quality-interoperability

Discover how interoperability-driven design leads to cleaner, more reliable data flows!

📦 Need to serve #FHIR resources like Binary from your IRIS FHIR endpoint even when they don’t exist in the repository? Learn how to dynamically generate responses using IRIS #Interoperability productions 👇

https://community.intersystems.com/post/creating-fhir-responses-iris-interoperability-production

Bridge the gap between FHIR specs and your data with #InterSystemsIRIS!

​At #Ready2025, we focused on strengthening the foundations of #interoperability by improving the accuracy and reliability of #healthcare data transformations.

Watch this #video to learn:
✅ How recent SDA enhancements, including internally referenceable identifiers, improve transformation fidelity and reversibility.
✅ How these updates strengthen data integrity across end-to-end healthcare data flows.

https://community.intersystems.com/post/video-transforming-data-transformations

Discover how better data transformations lead to more trustworthy interoperability.

​At #Ready2025, we explored how to balance open #FHIR interoperability with strong governance and access control.

Watch this #video to discover:
✅ How Jackson Health System uses #InterSystemsIRIS and API Manager as a smart gateway for FHIR endpoints.
✅ How fine-grained filtering, monitoring, and access controls protect sensitive data.
✅ How to preserve seamless #interoperability without sacrificing visibility or governance.

https://community.intersystems.com/post/video-intersystems-iris-health-and-iam-fhir-interoperability

See how intelligent API management enables secure, controlled FHIR data exchange at scale.

​✈️ 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

​🐍 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!

​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.

​🩺 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!

​🔗 Connect Salesforce and #InterSystemsIRIS to seamlessly fetch CRM data and route it to files, relational databases, and more - boosting #interoperability for critical business processes 👇

https://community.intersystems.com/post/salesforce-integration-intersystems-iris

Unlock the power of #Salesforce data in your IRIS workflows!

​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.

​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.

​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.