Approval by default
Early-access work begins in draft or recommendation state. A person decides when the action should proceed.
Security and control
Autonomy should be earned.
The ability to act is useful only when the organisation can see why an action was chosen, set the boundaries around it and reverse the result when the evidence changes.
Responsibility expands in stages.
Sophei begins by observing, explaining and drafting. Action remains approval-gated until the work is sufficiently reliable, the risk is understood and the operating boundary can be enforced by the platform.
Narrow trust levels
Permissions apply to specific actions and workspaces. Trust in one workflow does not silently grant access elsewhere.
Evidence and rationale
Serious recommendations show the trigger, supporting data, confidence and trade-off before approval.
Versioning and reversal
Generated assets and customer experiences keep an attributable version history and a practical route back.
Honest failure
Missing data, unavailable integrations and uncertain interpretation are surfaced instead of being concealed by plausible output.
Human escalation
Compliance, billing, sensitive customer situations and irreversible decisions return to a person for judgement.