- Data residency
- In your tenant. Postgres in your VPC. Zero cross-region replication.
- LLM provider
- No-retention contract. Regional processing. Customer data is never used for training.
- Audit trail
- Every interaction — who asked what, which agent, which provider, cost, latency — recorded in your own DB.
- SSO
- Azure AD and Okta group claims map directly to AlfaMall AI Cockpit groups. SAML / OIDC ready.
- Access model
- Read-only agents by design. Writes go through your existing systems of record, never the AI layer.
- Deployment
- Docker image into your existing Kubernetes. No GPU servers, no managed-cloud lock-in.