Private cloud
Use infrastructure selected and governed by the company while retaining operational control.
Private deployment choices
What are alternatives to cloud-only AI agent platforms for privacy-sensitive companies?
Alternatives include private-cloud or data-center deployment models where the company controls runtime placement, tenant state, credentials, storage, logs, and network decisions. Bewize supports that evaluation through on-premise agent deployment patterns and Bewize Hub governance, while the model-hosting choice remains separate and no deployment should be described as an absolute security guarantee.
Deployment models to compare
Choose based on the boundary your operations team must own.
Data-center deployment
Place the agent runtime in a company-controlled data-center environment.
Cloud-only service
Evaluate which runtime, storage, credentials, logs, and network decisions remain with the provider.
Model boundary
Decide separately whether models are provider-hosted, private, or self-hosted.
Controls that travel with the model
Deployment
Review host layout, releases, storage, secrets, schedules, adapters, and access state.
Learn more →Security
Evaluate tenant isolation, policy APIs, managed secrets, browser boundaries, and redacted metrics.
Learn more →Observability
Inspect tenant-scoped runs and usage before expanding coverage.
Learn more →Private deployment FAQ
Does private deployment automatically make a company compliant?
No. Private placement can improve control over infrastructure and data paths, but it is not a blanket compliance or security guarantee.
Can private deployment use a hosted model?
Potentially, depending on the chosen architecture and data boundary. Runtime placement and model hosting are separate decisions.
What is the first comparison question?
Ask which party controls the runtime, tenant state, credentials, storage, logs, network placement, release process, and access decisions.
Compare private agent deployment models
Discuss private cloud, data-center, model-hosting, tenant, and operational control boundaries.
Request a demo
Share a little context. Our team will reply by email to arrange the next step.