Scenario-driven simulator for async distributed systems: declare topologies, run simulations, measure latency/throughput, resource usage and see where bottlenecks emerge.

Interactive Databricks App demonstrating financial forecasting, what-if scenario testing, and revenue runway estimation using Lakehouse architecture.