By Aili McConnon
Publication Date: 2026-11-06 00:00:00
Current attendees could get hands-on with streamhouse in the expo hackathon area. In one demo, an airline had to respond to a canceled flight. Operations knew where the aircraft was; scheduling knew when it was supposed to depart; and reservations knew which seats were available. But if those systems updated at different times, an AI agent could assemble a rebooking option that appeared correct based on each individual data point but didn’t actually work.
With streamhouse, one agentic system could work from the same continuously updated data. “The idea is to give applications and AI agents business context that is current, governed and ready to use,” Ahmed Zamzam, a Confluent Technical Marketing Director, said in the demo.
Streamhouse highlights a new reality for enterprise AI: access to company data isn’t enough. Agents increasingly need access to the right data at the right time. Yet, Confluent’s 2025 survey of 4,175 IT leaders found that 73% faced challenges to
