Security and governance
Built for organisations that answer to auditors.
Trust is not a feature we added. It is the architecture. Vulani was designed from the first line for environments where every number is checked and every access is accounted for.
Grounding
Vulani answers only from your verified, structured data. Retrieval is anchored to your systems of record, and every figure in every answer traces to its source. When the data does not support an answer, Vulani says so rather than guessing.
Access control: ABAC and RBAC
Permissions are personalised per user and per role, using attribute-based and role-based access control. A question from a clerk and the same question from a director are scoped differently, automatically. Nobody sees data their role does not allow.
Full logging
Every question, every answer, every source consulted and every draft produced is logged. The audit trail is complete and reviewable, built for organisations that answer to auditors, boards and regulators.
In-tenant deployment
Vulani deploys inside your own cloud tenant. Your data stays under your governance, your network controls and your compliance regime. There is no shared multi-tenant data plane.
Your data never trains shared models
Nothing your organisation asks, and nothing Vulani reads from your systems, is used to train models shared with anyone else. The institutional memory Vulani builds belongs to you and stays with you.
Human oversight
Vulani drafts; your people decide. Outputs arrive for review, not for silent execution. The system is designed so a person is always accountable for what leaves the building.
Questions your security team will ask?
Bring them. We would rather walk your architects through the design than hand you a glossy PDF.