Trust is part of the system, not an appendix.
We design for the enterprise boundary: least access, explicit ownership, observable behavior, and evidence a security or governance team can inspect.
Build where the enterprise operates
Systems are designed around the client’s Microsoft data, identity, and governance boundary. Access and integration choices are made with the accountable security and platform owners.
Read-only and revocable where applicable
Aristo uses one read-only consent for Microsoft reporting signals and can be revoked in the admin center. Content stays where it is.
Teams, never individual surveillance
Aristo does not expose individual activity to other people. Leadership views use team-level groupings, with the product covenant documenting the boundary in public.
Evaluation ships with the system
Production AI needs observable behavior, testable quality, and a clear escalation path. We treat evaluation and telemetry as architecture, not post-launch reporting. Review the Aristo covenant and product trust surface.