blog post

Permission-scoped AI: the boring version

Every AI action runs as the user. Row-level security, field-level checks, audit-log lineage.

May 17, 2026

No special access for agents

Every AI action inside Zablen runs under the same permission model as the human user who triggered it. If you can't see payroll data, neither can an agent acting on your behalf.

Field-level checks, not just page-level

Permissions apply down to individual fields and rows, not just entire modules. An agent summarizing a customer record will only surface the fields that user is allowed to see.

A full audit trail

Every AI-initiated action is logged with the same lineage as a manual change — who (or what) made it, when, and under whose permissions — so security reviews don't need a special case for AI.

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