InterSystems Developer Community

🤠 What if a business user — no SQL knowledge, no database access — could ask a question like "are current geopolitical events reflected by our macroeconomic SQL data?" and get a complete answer that pulls from SQL tables, investment research PDFs, and news articles, with exact page citations?

That's what InterSystems Data Studio with its agentic AI assistant actually does. You point IDS at your data — files, SQL databases, S3 buckets, SFTP servers — and it handles converting everything to searchable vectors. A supervisor agent breaks down the question, delegates parallel searches to specialized vector agents, hands graphing tasks to a dedicated graphing agent that knows nothing about the vector database, and consolidates everything into one comprehensive answer 😄
In a live demo, a Bank of America sports industry report was uploaded mid-session and immediately queried — the assistant correctly returned that consumers legally wagered $100 billion on sports in 2023.

The era of manually aggregating, normalizing, and standardizing data is over.

InterSystems Data Studio AI Assistant: Getting More from Your Data with Agentic Systems Discover how InterSystems Data Studio AI Assistants can help you ex...

At , we explored how multi-agent architectures are enabling a new generation of intelligent enterprise applications capable of solving more complex business challenges.

Watch this 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.

🤖 Building AI agents, MCP integrations, or LangChain applications on ?

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

🏥 Meet Smart Discharge Navigator, the shared 3rd-place winner in the Expert Nomination of the InterSystems Programming Contest: AI Agents for FHIR.

Built on 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