The guide maps team size, workload shape, and time-to-value to three tiers: managed platforms, VMs, and Kubernetes.
It calls out Kubernetes bluntly: expect a 1–3 month delay to production. Expect ongoing consumption of 30–50% of one engineer. It only pays off for multi-region setups, complex networking, or teams with dedicated platform engineers.










