OpsCruise builds on its auto-discovered application understanding both structure and behavior, predictive detection of problems, and operational flows for extracting global dependencies. To automate the complete causal isolation process, OpsCruise logically combines all inferences with operational knowledge. In essence, OpsCruise pre-identifies, collects and analyzes the diverse set of data on anomalies, the environment and the current application state to answer the 5 Whys - leading to automatically isolating the problem source for resolution.