AI agents as active system participants with data access require new security approaches beyond classical governance, as their risks stem from gradual behavioral changes and Shadow AI, not from obvious violations.
In digital identity, security is not a product feature but the product itself — therefore, the required level of trust must be present from the start, not built up later.
