Security & Governance
Automation needs trust. Roles, least privilege, human approval, audit and privacy by design keep speed from coming at the cost of control.
What does Human in the Loop mean?
Human in the Loop means a person reviews, approves or decides at defined points. This is especially important for sensitive data, external messages, financial consequences or high-impact actions.
Open answer →Security & GovernanceWhat is Row Level Security?
Row Level Security controls at database level which individual records a user may view or change. It is especially important for role-based and multi-tenant applications.
Open answer →Security & GovernanceWhat does multi-tenant mean?
Multi-tenancy means multiple companies or organizations can use the same technical platform while their data, permissions and configurations remain securely separated.
Open answer →Security & GovernanceWhy is read-only-first useful for AI?
An AI system can initially read, analyze and suggest without changing data. Write access is added only for clearly defined actions. This reduces risk and simplifies testing, governance and adoption.
Open answer →Security & GovernanceWhat is an audit trail?
An audit trail records who or which system performed or proposed which action and when. It is important for AI automation because decisions and changes must remain reviewable.
Open answer →Security & GovernanceWhat does Least Privilege mean?
Least Privilege means users and systems receive only the permissions required for their task. This limits damage from mistakes, misuse or compromised credentials.
Open answer →Security & GovernanceWhat does Privacy by Design mean?
Privacy by Design means considering data minimization, permissions, deletion and purpose limitation during architecture and process design rather than adding privacy later.
Open answer →Security & GovernanceWhat happens if AI identifies the wrong next step?
That is why not every detected action should be executed automatically. Risk-based rules, roles, approvals and an audit trail make it possible to review suggestions and execute critical actions only after confirmation. The architecture should not only reduce errors but also make them traceable.
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