Data boundary
PII does not enter the production model pipeline in raw form.
Anonymization, tokenization, or synthetic data layer is defined during discovery.
Data anonymization, access control, and model isolation — enterprise AI architecture principles.
PII does not enter the production model pipeline in raw form.
Anonymization, tokenization, or synthetic data layer is defined during discovery.
Role-based access and prompt/response logs must be auditable.
Model API keys live in secret manager; environment-based isolation is enforced.
Yes. Private cloud or on-premise options are evaluated based on data residency requirements.
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