Make the data path explicit
Choose the model service or external provider, then connect the interface and any vector or tracing services. Verify where prompts and responses travel before using sensitive information.
MolternPrivate AI
Solutions
Put your AI stack inside a boundary you understand.
Connect models, interfaces, vector stores and observability tools with explicit service access.
Flight paths artwork / 13
Choosing a model is only part of an AI application. Decide where prompts and data travel, how services connect and who can change the configuration. Moltern’s catalog and private connections provide the pieces; your team still chooses the providers and policies.
Put it into practice
Connect data privately
Put the service in the appropriate environment and use explicit private connections where supported. Keep server credentials out of browser code and source control.
Grant the access a task needs
Use managed roles and the narrowest useful scope. Set expiry for temporary access, inspect effective permissions and revoke the grant when the work is finished.
Detailed instructions are maintained in the product documentation.
Questions before you start
Does private hosting make any model private?
No. External providers can still receive requests. Your configuration determines where data goes and which services can access it.
Who owns backups and recovery?
Name an owner and review the service-specific persistence and recovery instructions before relying on its data.
Does using a secret allow someone to reveal it?
Secret use and secret reveal are separate permissions. Grant sensitive access only when the task requires it.
Keep exploring
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Bring your code or choose a service, then give the result a clear operating home.
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