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Architecture

Secure AI system design

Data anonymization, access control, and model isolation — enterprise AI architecture principles.

Architecturetechnical

Data boundary

PII does not enter the production model pipeline in raw form.

Anonymization, tokenization, or synthetic data layer is defined during discovery.

Access control

Role-based access and prompt/response logs must be auditable.

Model API keys live in secret manager; environment-based isolation is enforced.

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Is on-premise deployment possible?

Yes. Private cloud or on-premise options are evaluated based on data residency requirements.

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