The Hong Kong Databricks FSI Community Day 2026 is an exclusive, invitation-only event held on a private boat in Hong Kong waters. It focuses on professionals in data, finance, and risk management. The event prioritizes open discussion and peer challenges over corporate presentations. No speaker names or recordings are permitted to ensure focus on expertise. Thirty technical proposals cover real-world financial architectures and cross-border liquidity. The community-driven event operates independently from Databricks corporation. It fosters an expert-led ecosystem for navigating regional market structures. The core topic is scaling cross-border liquidity agent inference with Genie Ontology across Asia. The session details an inference architecture combining bounded agents, Genie Ontology, and governed retrieval. Audience takeaways include an agentic inference architecture, semantic models, and optimization strategies for scaling Asian liquidity intelligence.