Bridging Transactional Speed and Analytical Depth with AI/BI, Genies Lakebase & Databricks Apps

Discover how Databricks transformed a basic Gradio app into GTM Hub 2.0, an enterprise-grade platform serving 10,000+ global users (Sales, Marketing, XDR) with personalized insights.Core Architecture & Achievements:Databricks Apps (Enterprise Scale): Built a React/FastAPI application serving 10k+ concurrent users with <3s load times. Features include RBAC, multi-persona views, and seamless cross-origin embedding.AI/BI Dashboards: Embedded dynamic dashboards with global filters, bookmarkable states, and usage tracking for optimized analytics.Genie (Conversational AI): Integrated multi-agent support. A supervisor agent (via MLFlow) routes natural language queries across specialized spaces, eliminating the need for SQL.Lakebase (State Management): Leveraged PostgreSQL on Databricks to handle user preferences, session history, and caching for real-time personalization.The Result: A unified, modular analytics experience with robust telemetry and a future-proof architecture.