Forecasts infrastructure capacity needs — use when asked to "how many servers do I need", "will we handle Black Friday traffic", "when do we hit the database limit", "forecast capacity for 10× growth", "find the saturation point", "size our Kubernetes cluster", or "plan infrastructure for a product launch". Produces a bottleneck analysis, saturation forecast, and scaling decision table.