Compare design options before implementation
Run simulations on multiple architecture options and choose based on resilience, cost, and throughput.
Stress critical paths with realistic traffic
Validate autoscaling and queueing layers absorb spikes without surprises in production.
Forecast spend before provisioning
Estimate cloud costs and spot optimization opportunities before infrastructure is live.
Help engineers learn architecture faster
Visual flows and guided simulations shorten ramp-up and improve cross-team communication.