| Infra & Ops | Condense manages Kafka in your cloud (BYOC) | You manage infra, setup, scaling, DR | Provider manages clusters & infra |
| Tooling | Pipelines, connectors, observability built‑in | You assemble Connect, schema, monitoring | Some add‑ons; still lots of DIY |
| Flexibility | Kafka control + platform UX in your environment | Max control, max complexity | Less control, simpler ops |
| Focus on Teams | Workspaces, pipelines, business flows | Brokers, configs, incidents | Topics, clients, still a lot of plumbing. |