Digital autonomy
Self-hosting is an option—not an automatic privacy answer
The right PKA environment balances information sensitivity, provider terms, exportability, functionality, continuity, cost and operational capability.
- Reviewed
Deployment choices
Different applications justify different control levels
- Existing SaaS
- Lowest implementation burden when provider terms and controls fit the information and task.
- Hybrid
- Keep selected knowledge or controls separate while using managed model capability.
- European or private cloud
- Increase contractual or infrastructure control with additional operating responsibility.
- Local or on-premise
- Consider only when sensitivity, continuity or dependency justifies the management burden.
Questions
Assess the complete data path
- Where are original documents, extracted text, logs and backups stored?
- Which models process the content and under which terms?
- Can knowledge, prompts and workflows be exported?
- Can the model provider be replaced?
- What happens when a supplier or internal service stops?
- Who patches, monitors and restores self-managed components?