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Least privilege
AI components receive only the permissions required for the task.
TRUSTED AI
Security and data boundaries are part of the design
We define access, data flow, logging, retention and human approval requirements before connecting AI to business systems.
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Data minimization
Only necessary data should enter an AI workflow.
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Human approval
Critical business actions can require explicit approval.
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Auditability
Important actions and integrations should be traceable.
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Secret management
Keys and credentials are kept outside public client code.
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Retention planning
Data and logs are retained according to the project policy.
Project-specific legal, privacy and compliance requirements must be assessed for the customer, sector and data involved.