Kubernetes orchestrates containers across nodes. Pods (smallest unit) run containers; Deployments manage replica sets of pods; Services expose them.
Managed offerings (AKS, EKS, GKE) handle the control plane so you can focus on workloads.
Most MSP (Managed Service Provider) clients don't need K8s. When they do, manage scope ruthlessly — it can swallow projects.