Explore a real-time application use case for a metropolitan fire department in this 30-minute presentation. Learn how to enhance an existing analytics architecture by implementing a real-time channel using Databricks, Spark Structured Streaming, Delta Lake, and Azure platform. Discover how to create an automatically updating dashboard that displays current equipment locations, personnel status, and active incidents on a map. Gain insights into architectural requirements, solution design, and implementation techniques for building a system that supports real-time decision-making for resource and equipment deployments. Follow along with a demonstration of the infrastructure setup and code implementation to understand how to leverage these technologies for creating efficient real-time data delivery channels.