Context & Intelligence
Explore how teams turn data into trusted context and useful intelligence—from data applications, semantic and governance practices, and analytical experiences to emerging AI and agentic workflows.
The next query may come from a person, an application, or an AI agent. Learn how data teams are building analytics systems that work today—and preparing them for what comes next.
Hear honest lessons about architecture decisions, performance challenges, tradeoffs, and what actually worked from PhoenixAI and StarRocks users.
Explore practical approaches to lakehouse architectures, data applications, performance & scale, and governance.
Understand how AI applications and agents are changing query patterns, context requirements, and analytical infrastructure.
Get answers from speakers through live Q&A.
Two main-stage keynotes, then two parallel tracks. Every session is 30 minutes of sharing and live Q&A — and every session is virtual and recorded.
Explore how teams turn data into trusted context and useful intelligence—from data applications, semantic and governance practices, and analytical experiences to emerging AI and agentic workflows.
Go inside the systems powering modern analytics, including lakehouse architectures, query performance, scalability, reliability, and the engineering decisions required to operate in production.
We’re looking for practical, technically grounded talks covering:
Share the architecture decisions, trade-offs, challenges, and lessons behind what you’ve built.
NEXT QUERY 2026 brings together data practitioners, engineers, developers, architects, and technical leaders to explore how analytics systems are being built today—and how they must evolve for what comes next.
We’re looking to collaborate with data communities, open-source projects, media groups, technology companies, and ecosystem partners that share our commitment to practical, practitioner-led learning. Let’s build something valuable together.
Join the data practitioners, engineers, developers, and technical leaders building the context, intelligence, and systems behind what comes next.
Follow PhoenixAI for insights on modern analytics, data infrastructure, and emerging agentic workloads—or join the StarRocks community to connect with fellow practitioners.