Start with data and accountability boundaries
On-premise deployment can suit teams that want core components, data handling and operating responsibility within their own environment. Private cloud preserves dedicated isolation while using cloud infrastructure. Hybrid deployments coordinate models, control planes and internal systems across environments.
No option is universally right. Assessment should focus on where data is handled, who operates the environment, how Agents connect to systems and whether controls remain consistent end to end.