PhoenixAI Anywhere Sub Second Analytics on Live Data, Inside Your Own Network

🎟 Join us for NEXT QUERY 2026 | Free | Virtual | Nov 4 👉 20+ practical talks from teams building and operating data + AI infrastructure in production: https://bit.ly/4hBgFGR PhoenixAI Anywhere brings real-time analytics into your own infrastructure, including private and air-gapped Kubernetes environments. Powered by StarRocks, PhoenixAI runs complex SQL queries across multiple tables with sub-second latency and makes streaming updates queryable within seconds—without requiring you to flatten your data into one big table. In this webinar, we explore how PhoenixAI Anywhere supports AI agents and customer-facing analytics within your own network. Learn why unpredictable, AI-generated queries create new challenges for analytics systems, how PhoenixAI handles joins and isolates workloads, and what PhoenixAI adds on top of StarRocks. You’ll also get a live walkthrough of the Anywhere Console, from monitoring cluster health and tracking usage to writing SQL, investigating slow queries, and collecting diagnostics for support. We wrap up with a look at the product roadmap and audience questions about disaster recovery, cross-cluster migration, and access control. ---------------------------------------------------------------------------------------- Timestamps 0:00 Welcome and agenda 1:32 How analytical queries are changing: from dashboards to AI agents 2:31 The shift to private, zero-egress environments 3:17 Where existing on-prem options fall short: MPP warehouses, lake query engines, real-time OLAP 6:11 Why denormalization limits AI agents 8:19 Why we built PhoenixAI: ad-hoc joins, sub-second latency, second-level freshness, high concurrency 10:50 PhoenixAI architecture: multi-warehouse compute, internal tables plus Iceberg and Delta Lake in place 12:09 Introducing PhoenixAI Anywhere 12:36 PhoenixAI Anywhere: self-managed operations on top of the engine 14:46 Deployment and lifecycle: EKS, AKS, GKE, your own VPC or data center; migration from open-source StarRocks 15:57 Live demo: admin console and cluster overview 18:59 Monitoring, health checks, and diagnostics 22:09 Support bundles for private and air-gapped environments 24:58 Usage tracking and metering 26:18 Live demo: SQL editor and data catalog 27:35 Query insights and visual query profiling 29:39 What's next: product roadmap 31:47 Getting started with PhoenixAI Anywhere 32:01 Q&A: disaster recovery and cross-cluster migration 35:39 Q&A: governance and access control 37:05 Closing remarks ---------------------------------------------------------------------------------------- Learn more at https://www.phoenixdata.ai/ Connect with us: LinkedIn: https://www.linkedin.com/company/phoenixai-data/ Twitter: https://x.com/phoenixdataai CelerData Website: https://www.phoenixdata.ai/ StarRocks GitHub: https://github.com/StarRocks/StarRocks StarRocks Website: https://www.starrocks.io/ Slack: https://starrocks.io/redirecting-to-slack #RealTimeAnalytics #AIAgents #AgenticAI #DataEngineering #DataInfrastructure #DataArchitecture #OLAP #Database #QueryOptimization #DistributedSystems #DatabasePerformance #RealTimeData #StarRocks #OpenSource #SQL